From 1b628dd4aaadaf793f1d6e20037f8e549864ecf8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Roland=20Schl=C3=A4fli?= <rolandschlaefli@gmail.com>
Date: Mon, 26 Aug 2024 10:54:08 +0200
Subject: [PATCH 01/38] chore: rename sessions to quizzes and start working on
 new navbar component (#4181)

Co-authored-by: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Co-authored-by: sjschlapbach <julius.schlapbach@gmx.net>
---
 .../components/sessions/EmbeddingModal.tsx    |   2 +-
 apps/frontend-control/tsconfig.json           |   1 +
 apps/frontend-manage/next.config.js           |  29 ++++
 .../src/components/common/Header.tsx          | 130 +++++++++---------
 .../actions/EvaluationLinkLiveQuiz.tsx        |   2 +-
 .../courses/actions/RunningLiveQuizLink.tsx   |   2 +-
 .../courses/actions/StartLiveQuizButton.tsx   |   2 +-
 .../interaction/AudienceInteraction.tsx       |   2 +-
 .../components/sessions/EmbeddingModal.tsx    |   2 +-
 .../src/components/sessions/Session.tsx       |   4 +-
 .../sessions/cockpit/CancelSessionModal.tsx   |   2 +-
 .../sessions/cockpit/SessionTimeline.tsx      |   2 +-
 .../creation/liveQuiz/LiveSessionWizard.tsx   |   4 +-
 .../evaluation/EvaluationControlBar.tsx       |   2 +-
 .../src/pages/analytics/index.tsx             |  16 +++
 apps/frontend-manage/src/pages/index.tsx      |   4 +-
 .../{sessions => quizzes}/[id]/cockpit.tsx    |   6 +-
 .../{sessions => quizzes}/[id]/evaluation.tsx |   0
 .../{sessions => quizzes}/[id]/lecturer.tsx   |   0
 .../src/pages/{sessions => quizzes}/index.tsx |   4 +-
 apps/frontend-manage/tsconfig.json            |   1 +
 apps/frontend-pwa/tsconfig.json               |   1 +
 .../src/content/components/App.tsx            |   2 +-
 .../src/content/components/URLForm.tsx        |   4 +-
 .../cypress/e2e/F-live-quiz-workflow.cy.ts    |  20 +--
 .../e2e/H-practice-quiz-workflow.cy.ts        |   6 +-
 .../e2e/K-group-activity-workflow.cy.ts       |   2 +-
 packages/i18n/messages/de.ts                  |   3 +
 packages/i18n/messages/en.ts                  |   3 +
 29 files changed, 156 insertions(+), 102 deletions(-)
 create mode 100644 apps/frontend-manage/src/pages/analytics/index.tsx
 rename apps/frontend-manage/src/pages/{sessions => quizzes}/[id]/cockpit.tsx (97%)
 rename apps/frontend-manage/src/pages/{sessions => quizzes}/[id]/evaluation.tsx (100%)
 rename apps/frontend-manage/src/pages/{sessions => quizzes}/[id]/lecturer.tsx (100%)
 rename apps/frontend-manage/src/pages/{sessions => quizzes}/index.tsx (98%)

diff --git a/apps/frontend-control/src/components/sessions/EmbeddingModal.tsx b/apps/frontend-control/src/components/sessions/EmbeddingModal.tsx
index fe43960e9c..717199721c 100644
--- a/apps/frontend-control/src/components/sessions/EmbeddingModal.tsx
+++ b/apps/frontend-control/src/components/sessions/EmbeddingModal.tsx
@@ -35,7 +35,7 @@ function LazyHMACLink({
 
   const link = `${
     process.env.NEXT_PUBLIC_MANAGE_URL
-  }/sessions/${sessionId}/evaluation?hmac=${sessionHMAC.data?.sessionHMAC}${
+  }/quizzes/${sessionId}/evaluation?hmac=${sessionHMAC.data?.sessionHMAC}${
     params ? `&${params}` : ''
   }`
 
diff --git a/apps/frontend-control/tsconfig.json b/apps/frontend-control/tsconfig.json
index 223493b022..44d7553101 100644
--- a/apps/frontend-control/tsconfig.json
+++ b/apps/frontend-control/tsconfig.json
@@ -16,6 +16,7 @@
     "incremental": true,
     "baseUrl": ".",
     "paths": {
+      "~/*": ["src/*"],
       "@components/*": ["src/components/*"],
       "@lib/*": ["src/lib/*"],
       "@pages/*": ["src/pages/*"],
diff --git a/apps/frontend-manage/next.config.js b/apps/frontend-manage/next.config.js
index c7bfccb09f..ff9c98c2d8 100644
--- a/apps/frontend-manage/next.config.js
+++ b/apps/frontend-manage/next.config.js
@@ -8,6 +8,35 @@ const nextConfig = {
   ...getNextBaseConfig({
     BLOB_STORAGE_ACCOUNT_URL: process.env.BLOB_STORAGE_ACCOUNT_URL,
   }),
+  async redirects() {
+    return [
+      {
+        source: '/sessions',
+        destination: '/quizzes',
+        permanent: true,
+      },
+      {
+        source: '/sessions/:id',
+        destination: '/quizzes/:id',
+        permanent: true,
+      },
+      {
+        source: '/sessions/:id/cockpit',
+        destination: '/quizzes/:id/cockpit',
+        permanent: true,
+      },
+      {
+        source: '/sessions/:id/evaluation',
+        destination: '/quizzes/:id/evaluation',
+        permanent: true,
+      },
+      {
+        source: '/sessions/:id/lecturer',
+        destination: '/quizzes/:id/lecturer',
+        permanent: true,
+      },
+    ]
+  },
 }
 
 if (process.env.NODE_ENV !== 'test') {
diff --git a/apps/frontend-manage/src/components/common/Header.tsx b/apps/frontend-manage/src/components/common/Header.tsx
index 3d198ce1ef..f14d6a65ac 100644
--- a/apps/frontend-manage/src/components/common/Header.tsx
+++ b/apps/frontend-manage/src/components/common/Header.tsx
@@ -30,15 +30,15 @@ function Header({ user }: HeaderProps): React.ReactElement {
   const navigationItems = [
     {
       href: '/',
-      label: t('manage.general.questionPool'),
+      label: t('manage.general.library'),
       active: router.pathname == '/',
-      cy: 'questions',
+      cy: 'library',
     },
     {
-      href: '/sessions',
-      label: t('manage.general.sessions'),
-      active: router.pathname == '/sessions',
-      cy: 'sessions',
+      href: '/quizzes',
+      label: t('manage.general.quizzes'),
+      active: router.pathname == '/quizzes',
+      cy: 'quizzes',
     },
     {
       href: '/courses',
@@ -46,14 +46,24 @@ function Header({ user }: HeaderProps): React.ReactElement {
       active: router.pathname == '/courses',
       cy: 'courses',
     },
+    {
+      href: '/analytics',
+      label: t('manage.general.analytics'),
+      active: router.pathname == '/analytics',
+      cy: 'analytics',
+    },
   ]
 
   return (
     <div
-      className="flex flex-row items-center justify-between w-full h-full px-4 font-bold text-white bg-slate-800 print:!hidden"
+      className="border-b border-slate-300 flex flex-row items-center justify-between w-full h-full font-bold bg-slate-100 text-slate-700 print:!hidden"
       data-cy="navigation"
     >
-      <Navigation className={{ root: 'bg-slate-800' }}>
+      <Navigation
+        className={{
+          root: 'bg-slate-100 rounded-none',
+        }}
+      >
         {navigationItems.map((item) => (
           <Navigation.ButtonItem
             data={{ cy: item.cy }}
@@ -61,11 +71,11 @@ function Header({ user }: HeaderProps): React.ReactElement {
             label={item.label}
             className={{
               label: twMerge(
-                'font-bold text-base bg-left-bottom bg-gradient-to-r from-white to-white bg-[length:0%_2px] bg-no-repeat group-hover:bg-[length:100%_2px] transition-all duration-500 ease-out',
+                'text-base bg-left-bottom bg-gradient-to-r from-slate-700 to-slate-700 text-slate-700 bg-[length:0%_2px] bg-no-repeat group-hover:bg-[length:100%_2px] transition-all duration-500 ease-out',
                 item.active &&
-                  'text-red underline underline-offset-[0.3rem] decoration-2'
+                  'underline underline-offset-[0.3rem] decoration-2'
               ),
-              root: 'group text-white hover:bg-inherit transition-all duration-300 ease-in-out',
+              root: 'group text-slate-700 hover:bg-inherit transition-all duration-300 ease-in-out',
             }}
             onClick={() => {
               router.push(item.href)
@@ -73,74 +83,64 @@ function Header({ user }: HeaderProps): React.ReactElement {
           />
         ))}
       </Navigation>
-      <Navigation className={{ root: '!p-0 bg-slate-800' }}>
-        <Navigation.ButtonItem
-          onClick={() => router.push('/migration')}
-          label={t('manage.general.migration')}
+      <Navigation
+        className={{
+          root: 'rounded-none bg-slate-100',
+        }}
+      >
+        <Navigation.TriggerItem
+          icon={
+            <FontAwesomeIcon
+              icon={faPlayCircle}
+              className="h-5 group-hover:text-white"
+            />
+          }
+          dropdownWidth="w-36"
           className={{
-            label: twMerge(
-              'font-bold text-base bg-left-bottom bg-gradient-to-r from-white to-white bg-[length:0%_2px] bg-no-repeat group-hover:bg-[length:100%_2px] transition-all duration-500 ease-out',
-              router.pathname === '/migration' &&
-                'text-red underline underline-offset-[0.3rem] decoration-2'
+            root: 'hidden md:block h-9 w-9 group',
+            icon: twMerge(
+              data?.userRunningSessions?.length !== 0 && 'text-green-600'
             ),
-            root: 'group text-white hover:bg-inherit transition-all duration-300 ease-in-out',
+            disabled: '!text-gray-400',
           }}
-        />
-        <div className="hidden md:block">
-          <Navigation.TriggerItem
-            icon={
-              <FontAwesomeIcon
-                icon={faPlayCircle}
-                className="h-7 group-hover:text-white"
-              />
-            }
-            dropdownWidth="w-[12rem]"
-            className={{
-              root: 'h-10 w-2 group',
-              icon: twMerge(
-                'text-uzh-grey-80',
-                data?.userRunningSessions?.length !== 0 && 'text-green-600'
-              ),
-              disabled: '!text-gray-400',
-              dropdown: 'p-1.5 gap-0',
-            }}
-            disabled={data?.userRunningSessions?.length === 0}
-          >
-            {data?.userRunningSessions &&
-            data?.userRunningSessions.length > 0 ? (
-              data?.userRunningSessions.map((session) => {
-                return (
-                  <Navigation.DropdownItem
-                    key={session.id}
-                    title={session.name}
-                    onClick={() =>
-                      router.push(`/sessions/${session.id}/cockpit`)
-                    }
-                    className={{ title: 'text-base font-bold', root: 'p-2' }}
-                  />
-                )
-              })
-            ) : (
-              <div />
-            )}
-          </Navigation.TriggerItem>
-        </div>
+          disabled={data?.userRunningSessions?.length === 0}
+        >
+          {data?.userRunningSessions && data?.userRunningSessions.length > 0 ? (
+            data?.userRunningSessions.map((session) => {
+              return (
+                <Navigation.DropdownItem
+                  key={session.id}
+                  title={session.name}
+                  onClick={() => router.push(`/quizzes/${session.id}/cockpit`)}
+                  className={{ title: 'text-base font-bold', root: 'p-2' }}
+                />
+              )
+            })
+          ) : (
+            <div />
+          )}
+        </Navigation.TriggerItem>
         <Navigation.ButtonItem
           onClick={() => setShowSupportModal(true)}
           label=""
-          icon={<FontAwesomeIcon icon={faQuestionCircle} className="h-7" />}
+          icon={<FontAwesomeIcon icon={faQuestionCircle} className="h-5" />}
           className={{
-            root: 'hidden md:block h-7 group-hover:text-white bg-transparent hover:bg-transparent text-white hover:text-uzh-blue-40 -mt-1',
+            root: 'hidden md:block h-9 group-hover:text-white bg-transparent hover:bg-transparent text-slate-700 hover:text-uzh-blue-100',
           }}
         />
         <Navigation.TriggerItem
-          icon={<FontAwesomeIcon icon={faUserCircle} className="h-5" />}
+          icon={
+            <FontAwesomeIcon
+              icon={faUserCircle}
+              className="h-5 text-slate-700"
+            />
+          }
           label={user?.shortname}
           dropdownWidth="w-[16rem]"
           className={{
             label:
-              'my-auto font-bold text-base bg-left-bottom bg-gradient-to-r from-white to-white bg-[length:0%_2px] bg-no-repeat group-hover:bg-[length:100%_2px] transition-all duration-500 ease-out',
-            root: 'group flex flex-row items-center gap-1 text-white hover:bg-inherit transition-all duration-300 ease-in-out',
+              'text-base bg-left-bottom bg-gradient-to-r from-slate-700 to-slate-700 bg-[length:0%_2px] bg-no-repeat group-hover:bg-[length:100%_2px] transition-all duration-500 ease-out text-slate-700',
+            root: 'group flex flex-row items-center gap-1 text-slate-700 hover:bg-inherit transition-all duration-300 ease-in-out',
             dropdown: 'p-1.5 gap-0',
           }}
           data={{ cy: 'user-menu' }}
diff --git a/apps/frontend-manage/src/components/courses/actions/EvaluationLinkLiveQuiz.tsx b/apps/frontend-manage/src/components/courses/actions/EvaluationLinkLiveQuiz.tsx
index 5a7e039df9..d008277f81 100644
--- a/apps/frontend-manage/src/components/courses/actions/EvaluationLinkLiveQuiz.tsx
+++ b/apps/frontend-manage/src/components/courses/actions/EvaluationLinkLiveQuiz.tsx
@@ -15,7 +15,7 @@ function EvaluationLinkLiveQuiz({ liveQuiz }: EvaluationLinkLiveQuizProps) {
     <div className="flex flex-row items-center gap-2 text-primary-100">
       <FontAwesomeIcon icon={faUpRightFromSquare} />
       <Link
-        href={`/sessions/${liveQuiz.id}/evaluation`}
+        href={`/quizzes/${liveQuiz.id}/evaluation`}
         target="_blank"
         rel="noopener noreferrer"
         passHref
diff --git a/apps/frontend-manage/src/components/courses/actions/RunningLiveQuizLink.tsx b/apps/frontend-manage/src/components/courses/actions/RunningLiveQuizLink.tsx
index 1fe55c6878..af876711d5 100644
--- a/apps/frontend-manage/src/components/courses/actions/RunningLiveQuizLink.tsx
+++ b/apps/frontend-manage/src/components/courses/actions/RunningLiveQuizLink.tsx
@@ -14,7 +14,7 @@ function RunningLiveQuizLink({ liveQuiz }: RunningLiveQuizLinkProps) {
   return (
     <div className="flex flex-row items-center gap-2 text-primary-100">
       <FontAwesomeIcon icon={faArrowUpRightFromSquare} className="w-4" />
-      <Link legacyBehavior passHref href={`/sessions/${liveQuiz.id}/cockpit`}>
+      <Link legacyBehavior passHref href={`/quizzes/${liveQuiz.id}/cockpit`}>
         <a data-cy={`open-cockpit-session-${liveQuiz.name}`}>
           {t('manage.course.runningSession')}
         </a>
diff --git a/apps/frontend-manage/src/components/courses/actions/StartLiveQuizButton.tsx b/apps/frontend-manage/src/components/courses/actions/StartLiveQuizButton.tsx
index e5f4878cbf..527edfe46a 100644
--- a/apps/frontend-manage/src/components/courses/actions/StartLiveQuizButton.tsx
+++ b/apps/frontend-manage/src/components/courses/actions/StartLiveQuizButton.tsx
@@ -24,7 +24,7 @@ function StartLiveQuizButton({ liveQuiz }: StartLiveQuizButtonProps) {
           await startSession({
             variables: { id: liveQuiz.id || '' },
           })
-          router.push(`/sessions/${liveQuiz.id}/cockpit`)
+          router.push(`/quizzes/${liveQuiz.id}/cockpit`)
         } catch (error) {
           console.log(error)
         }
diff --git a/apps/frontend-manage/src/components/interaction/AudienceInteraction.tsx b/apps/frontend-manage/src/components/interaction/AudienceInteraction.tsx
index 9b31a4c4e4..6d12e84df5 100644
--- a/apps/frontend-manage/src/components/interaction/AudienceInteraction.tsx
+++ b/apps/frontend-manage/src/components/interaction/AudienceInteraction.tsx
@@ -88,7 +88,7 @@ function AudienceInteraction({
             <H2>{t('manage.cockpit.liveQA')}</H2>
             <div className="flex flex-row flex-wrap items-end gap-4">
               <Link
-                href={`/sessions/${sessionId}/lecturer`}
+                href={`/quizzes/${sessionId}/lecturer`}
                 target="_blank"
                 passHref
                 legacyBehavior
diff --git a/apps/frontend-manage/src/components/sessions/EmbeddingModal.tsx b/apps/frontend-manage/src/components/sessions/EmbeddingModal.tsx
index fa43851479..d7922c66fe 100644
--- a/apps/frontend-manage/src/components/sessions/EmbeddingModal.tsx
+++ b/apps/frontend-manage/src/components/sessions/EmbeddingModal.tsx
@@ -29,7 +29,7 @@ function LazyHMACLink({
 
   const link = `${
     process.env.NEXT_PUBLIC_MANAGE_URL
-  }/sessions/${sessionId}/evaluation?hmac=${sessionHMAC.data?.sessionHMAC}${
+  }/quizzes/${sessionId}/evaluation?hmac=${sessionHMAC.data?.sessionHMAC}${
     params ? `&${params}` : ''
   }`
 
diff --git a/apps/frontend-manage/src/components/sessions/Session.tsx b/apps/frontend-manage/src/components/sessions/Session.tsx
index 76546d9410..bb5bc0adc3 100644
--- a/apps/frontend-manage/src/components/sessions/Session.tsx
+++ b/apps/frontend-manage/src/components/sessions/Session.tsx
@@ -177,7 +177,7 @@ function Session({ session }: SessionProps) {
 
                 {SessionStatus.Running === session.status && (
                   <Link
-                    href={`/sessions/${session.id}/cockpit`}
+                    href={`/quizzes/${session.id}/cockpit`}
                     legacyBehavior
                     passHref
                   >
@@ -192,7 +192,7 @@ function Session({ session }: SessionProps) {
                 )}
                 {SessionStatus.Completed === session.status && (
                   <Link
-                    href={`/sessions/${session.id}/evaluation`}
+                    href={`/quizzes/${session.id}/evaluation`}
                     legacyBehavior
                     passHref
                   >
diff --git a/apps/frontend-manage/src/components/sessions/cockpit/CancelSessionModal.tsx b/apps/frontend-manage/src/components/sessions/cockpit/CancelSessionModal.tsx
index a0720321fe..293c47a9dd 100644
--- a/apps/frontend-manage/src/components/sessions/cockpit/CancelSessionModal.tsx
+++ b/apps/frontend-manage/src/components/sessions/cockpit/CancelSessionModal.tsx
@@ -45,7 +45,7 @@ function CancelSessionModal({
         <Button
           onClick={async () => {
             await cancelSession()
-            router.push('/sessions')
+            router.push('/quizzes')
           }}
           className={{
             root: twMerge(
diff --git a/apps/frontend-manage/src/components/sessions/cockpit/SessionTimeline.tsx b/apps/frontend-manage/src/components/sessions/cockpit/SessionTimeline.tsx
index a4163e520a..88bba99fa8 100644
--- a/apps/frontend-manage/src/components/sessions/cockpit/SessionTimeline.tsx
+++ b/apps/frontend-manage/src/components/sessions/cockpit/SessionTimeline.tsx
@@ -195,7 +195,7 @@ function SessionTimeline({
           <div className="flex flex-row flex-wrap w-full gap-2 sm:w-max sm:mt-0">
             <Link
               passHref
-              href={`/sessions/${sessionId}/evaluation`}
+              href={`/quizzes/${sessionId}/evaluation`}
               className="flex-1"
               rel="noopener noreferrer"
               target="_blank"
diff --git a/apps/frontend-manage/src/components/sessions/creation/liveQuiz/LiveSessionWizard.tsx b/apps/frontend-manage/src/components/sessions/creation/liveQuiz/LiveSessionWizard.tsx
index aa39339e11..434c606e31 100644
--- a/apps/frontend-manage/src/components/sessions/creation/liveQuiz/LiveSessionWizard.tsx
+++ b/apps/frontend-manage/src/components/sessions/creation/liveQuiz/LiveSessionWizard.tsx
@@ -238,7 +238,7 @@ function LiveSessionWizard({
             name={formData.name}
             editMode={editMode}
             onViewElement={() => {
-              router.push(`/sessions`)
+              router.push(`/quizzes`)
             }}
             onRestartForm={() => {
               setIsWizardCompleted(false)
@@ -256,7 +256,7 @@ function LiveSessionWizard({
                       id: data?.createSession?.id as string,
                     },
                   })
-                  router.push(`/sessions/${data?.createSession?.id}/cockpit`)
+                  router.push(`/quizzes/${data?.createSession?.id}/cockpit`)
                 }}
                 className={{ root: 'space-x-1' }}
               >
diff --git a/apps/frontend-manage/src/components/sessions/evaluation/EvaluationControlBar.tsx b/apps/frontend-manage/src/components/sessions/evaluation/EvaluationControlBar.tsx
index e384bdd6ed..7dcef9dce2 100644
--- a/apps/frontend-manage/src/components/sessions/evaluation/EvaluationControlBar.tsx
+++ b/apps/frontend-manage/src/components/sessions/evaluation/EvaluationControlBar.tsx
@@ -17,7 +17,7 @@ import {
   InstanceResult,
   SessionBlockStatus,
 } from '@klicker-uzh/graphql/dist/ops'
-import { EvaluationTabData } from '@pages/sessions/[id]/evaluation'
+import { EvaluationTabData } from '@pages/quizzes/[id]/evaluation'
 import { Button, Select } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { useMemo } from 'react'
diff --git a/apps/frontend-manage/src/pages/analytics/index.tsx b/apps/frontend-manage/src/pages/analytics/index.tsx
new file mode 100644
index 0000000000..b3f0d8d294
--- /dev/null
+++ b/apps/frontend-manage/src/pages/analytics/index.tsx
@@ -0,0 +1,16 @@
+import { GetStaticPropsContext } from 'next'
+import Layout from '~/components/Layout'
+
+function Analytics() {
+  return <Layout displayName="Analytics">Analytics</Layout>
+}
+
+export async function getStaticProps({ locale }: GetStaticPropsContext) {
+  return {
+    props: {
+      messages: (await import(`@klicker-uzh/i18n/messages/${locale}`)).default,
+    },
+  }
+}
+
+export default Analytics
diff --git a/apps/frontend-manage/src/pages/index.tsx b/apps/frontend-manage/src/pages/index.tsx
index cb51fd58c8..a382de8301 100644
--- a/apps/frontend-manage/src/pages/index.tsx
+++ b/apps/frontend-manage/src/pages/index.tsx
@@ -84,8 +84,8 @@ function Index() {
   } = useSortingAndFiltering()
 
   useEffect((): void => {
-    router.prefetch('/sessions/running')
-    router.prefetch('/sessions')
+    router.prefetch('/quizzes/running')
+    router.prefetch('/quizzes')
 
     if (router.query.elementId && router.query.editMode) {
       setCreationMode(router.query.editMode as any)
diff --git a/apps/frontend-manage/src/pages/sessions/[id]/cockpit.tsx b/apps/frontend-manage/src/pages/quizzes/[id]/cockpit.tsx
similarity index 97%
rename from apps/frontend-manage/src/pages/sessions/[id]/cockpit.tsx
rename to apps/frontend-manage/src/pages/quizzes/[id]/cockpit.tsx
index d230b546bc..b273665b32 100644
--- a/apps/frontend-manage/src/pages/sessions/[id]/cockpit.tsx
+++ b/apps/frontend-manage/src/pages/quizzes/[id]/cockpit.tsx
@@ -38,8 +38,8 @@ function Cockpit() {
   })
 
   // useEffect((): void => {
-  //   router.prefetch('/sessions/evaluation')
-  //   router.prefetch('/sessions/feedbacks')
+  //   router.prefetch('/quizzes/evaluation')
+  //   router.prefetch('/quizzes/feedbacks')
   //   router.prefetch('/join')
   //   router.prefetch('/qr')
   // }, [router])
@@ -115,7 +115,7 @@ function Cockpit() {
           sessionName={name}
           handleEndSession={() => {
             endSession({ variables: { id: id } })
-            router.push('/sessions')
+            router.push('/quizzes')
           }}
           handleOpenBlock={(blockId: number) => {
             activateSessionBlock({
diff --git a/apps/frontend-manage/src/pages/sessions/[id]/evaluation.tsx b/apps/frontend-manage/src/pages/quizzes/[id]/evaluation.tsx
similarity index 100%
rename from apps/frontend-manage/src/pages/sessions/[id]/evaluation.tsx
rename to apps/frontend-manage/src/pages/quizzes/[id]/evaluation.tsx
diff --git a/apps/frontend-manage/src/pages/sessions/[id]/lecturer.tsx b/apps/frontend-manage/src/pages/quizzes/[id]/lecturer.tsx
similarity index 100%
rename from apps/frontend-manage/src/pages/sessions/[id]/lecturer.tsx
rename to apps/frontend-manage/src/pages/quizzes/[id]/lecturer.tsx
diff --git a/apps/frontend-manage/src/pages/sessions/index.tsx b/apps/frontend-manage/src/pages/quizzes/index.tsx
similarity index 98%
rename from apps/frontend-manage/src/pages/sessions/index.tsx
rename to apps/frontend-manage/src/pages/quizzes/index.tsx
index fafcd7fdbc..14a031158f 100644
--- a/apps/frontend-manage/src/pages/sessions/index.tsx
+++ b/apps/frontend-manage/src/pages/quizzes/index.tsx
@@ -15,7 +15,7 @@ import Link from 'next/link'
 import { useMemo } from 'react'
 import Layout from '../../components/Layout'
 
-function SessionList() {
+function QuizList() {
   const t = useTranslations()
 
   const {
@@ -135,4 +135,4 @@ export async function getStaticProps({ locale }: GetStaticPropsContext) {
   }
 }
 
-export default SessionList
+export default QuizList
diff --git a/apps/frontend-manage/tsconfig.json b/apps/frontend-manage/tsconfig.json
index c0d10d0cf8..dd93d6a97e 100644
--- a/apps/frontend-manage/tsconfig.json
+++ b/apps/frontend-manage/tsconfig.json
@@ -16,6 +16,7 @@
     "incremental": true,
     "baseUrl": ".",
     "paths": {
+      "~/*": ["src/*"],
       "@components/*": ["src/components/*"],
       "@lib/*": ["src/lib/*"],
       "@pages/*": ["src/pages/*"],
diff --git a/apps/frontend-pwa/tsconfig.json b/apps/frontend-pwa/tsconfig.json
index 91fe6d6dcf..cc4b562e1b 100644
--- a/apps/frontend-pwa/tsconfig.json
+++ b/apps/frontend-pwa/tsconfig.json
@@ -16,6 +16,7 @@
     "incremental": true,
     "baseUrl": ".",
     "paths": {
+      "~/*": ["src/*"],
       "@components/*": ["src/components/*"],
       "@lib/*": ["src/lib/*"],
       "@pages/*": ["src/pages/*"],
diff --git a/apps/office-addin/src/content/components/App.tsx b/apps/office-addin/src/content/components/App.tsx
index 4b99826535..54c218a3f8 100644
--- a/apps/office-addin/src/content/components/App.tsx
+++ b/apps/office-addin/src/content/components/App.tsx
@@ -48,7 +48,7 @@ export default function App({ isOfficeInitialized, newlyInserted }: AppProps) {
         <div className="flex flex-row gap-4 mb-4">
           <div className="flex-1">
             <ol className="list-decimal list-inside">
-              <li>Go to https://manage.klicker.uzh.ch/sessions</li>
+              <li>Go to https://manage.klicker.uzh.ch/quizzes</li>
               <li>For the quiz you want to embed, open the &ldquo;Embed Evaluation&rdquo; dialog</li>
               <li>Copy the link of the view to embed (the full evaluation, a specific question, or the leaderboard)</li>
               <li>Paste the link into the field and click &ldquo;Embed&rdquo;</li>
diff --git a/apps/office-addin/src/content/components/URLForm.tsx b/apps/office-addin/src/content/components/URLForm.tsx
index 5d5cc3e96d..1336b2449b 100644
--- a/apps/office-addin/src/content/components/URLForm.tsx
+++ b/apps/office-addin/src/content/components/URLForm.tsx
@@ -21,7 +21,7 @@ export function URLForm({ slideID }: URLFormProps) {
         url: yup
           .string()
           .matches(
-            /https:\/\/manage\.klicker\.uzh\.ch\/sessions\/.{36}\/evaluation\?hmac=.{64}.*/,
+            /https:\/\/manage\.klicker\.uzh\.ch\/quizzes\/.{36}\/evaluation\?hmac=.{64}.*/,
             "Please enter a valid URL according to the steps described"
           )
           .required("Please enter a valid URL according to the steps described"),
@@ -42,7 +42,7 @@ export function URLForm({ slideID }: URLFormProps) {
           labelType="large"
           tooltip="Enter the embedding URL of the evaluation you want to add to this slide"
           className={{ root: "w-full" }}
-          placeholder="https://manage.klicker.uzh.ch/sessions/12345/evaluation?hmac=xyz"
+          placeholder="https://manage.klicker.uzh.ch/quizzes/12345/evaluation?hmac=xyz"
           data={{ cy: "url-form-input" }}
         />
         <Button type="submit">Embed</Button>
diff --git a/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts b/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts
index 9205a5b5e3..cd8a4d0ea0 100644
--- a/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts
+++ b/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts
@@ -650,7 +650,7 @@ describe('Different live-quiz workflows', () => {
 
     cy.loginLecturer()
 
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.wait(1000)
 
@@ -677,7 +677,7 @@ describe('Different live-quiz workflows', () => {
 
     cy.loginLecturer()
 
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.wait(1000)
     cy.get('[data-cy="next-block-timeline"]').click()
@@ -686,7 +686,7 @@ describe('Different live-quiz workflows', () => {
       const sessionIdEvaluation = url.split('/')[4]
       cy.visit(
         Cypress.env('URL_MANAGE') +
-          '/sessions/' +
+          '/quizzes/' +
           sessionIdEvaluation +
           '/evaluation'
       )
@@ -757,7 +757,7 @@ describe('Different live-quiz workflows', () => {
 
     // check that feedback is visible to lecturer and switch its status to visible
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.get(`[data-cy="open-feedback-${feedback1}"]`).should('exist').click()
     cy.get(`[data-cy="pin-feedback-${feedback1}"]`).click()
@@ -773,7 +773,7 @@ describe('Different live-quiz workflows', () => {
 
     // login to lecturer and disable moderation
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.get('[data-cy="toggle-moderation"]').click()
 
@@ -792,7 +792,7 @@ describe('Different live-quiz workflows', () => {
     // login to lecturer and answer second feedback
     const feedbackAnswer = 'Answer to feedback'
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.get(`[data-cy="open-feedback-${feedback2}"]`).should('exist').click()
     cy.get(`[data-cy="respond-to-feedback-${feedback2}"]`).type(feedbackAnswer)
@@ -806,7 +806,7 @@ describe('Different live-quiz workflows', () => {
 
     // login to lecturer and pin feedback, check lecturer display
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.get(`[data-cy="open-feedback-${feedback1}"]`).should('exist').click()
     cy.get(`[data-cy="pin-feedback-${feedback1}"]`).click()
@@ -816,7 +816,7 @@ describe('Different live-quiz workflows', () => {
 
     // delete feedback response
     cy.visit(Cypress.env('URL_MANAGE'))
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.get(`[data-cy="open-feedback-${feedback2}"]`).should('exist').click()
     cy.get(`[data-cy="delete-response-${feedbackAnswer}"]`).click()
@@ -829,7 +829,7 @@ describe('Different live-quiz workflows', () => {
 
     // delete feedback
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.get(`[data-cy="delete-feedback-${feedback1}"]`).click()
     cy.get(`[data-cy="delete-feedback-${feedback1}"]`).click()
@@ -841,7 +841,7 @@ describe('Different live-quiz workflows', () => {
 
     // click through blocks and end session
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName}"]`).click()
     cy.get('[data-cy="next-block-timeline"]').click() // open block
     cy.wait(1000)
diff --git a/cypress/cypress/e2e/H-practice-quiz-workflow.cy.ts b/cypress/cypress/e2e/H-practice-quiz-workflow.cy.ts
index b494536698..f37f1bc6f7 100644
--- a/cypress/cypress/e2e/H-practice-quiz-workflow.cy.ts
+++ b/cypress/cypress/e2e/H-practice-quiz-workflow.cy.ts
@@ -27,7 +27,7 @@ describe('Different practice quiz workflows', () => {
 
   it('Test creating and publishing a practice quiz', () => {
     // switch to question pool view
-    cy.get('[data-cy="questions"]').click()
+    cy.get('[data-cy="library"]').click()
 
     // set up question with solution
     cy.get('[data-cy="create-question"]').click()
@@ -198,7 +198,7 @@ describe('Different practice quiz workflows', () => {
   it('Test scheduling and publishing functionalities of a practice quiz', () => {
     // create a practice quiz with availability starting in the future
     // switch to question pool view
-    cy.get('[data-cy="questions"]').click()
+    cy.get('[data-cy="library"]').click()
 
     // set up question with solution
     cy.get('[data-cy="create-question"]').click()
@@ -394,7 +394,7 @@ describe('Different practice quiz workflows', () => {
 
   it('Test editing an existing practice quizs', () => {
     // switch back to question pool view
-    cy.get('[data-cy="questions"]').click()
+    cy.get('[data-cy="library"]').click()
 
     // create practice quiz
     cy.get('[data-cy="create-practice-quiz"]').click()
diff --git a/cypress/cypress/e2e/K-group-activity-workflow.cy.ts b/cypress/cypress/e2e/K-group-activity-workflow.cy.ts
index 20a5664f76..ea85565ffb 100644
--- a/cypress/cypress/e2e/K-group-activity-workflow.cy.ts
+++ b/cypress/cypress/e2e/K-group-activity-workflow.cy.ts
@@ -16,7 +16,7 @@ describe('Create and solve a group activity', () => {
     cy.loginLecturer()
 
     // set up question with solution
-    cy.get('[data-cy="questions"]').click()
+    cy.get('[data-cy="library"]').click()
     cy.get('[data-cy="create-question"]').click()
     cy.get('[data-cy="insert-question-title"]').click().type(questionTitle)
     cy.get('[data-cy="insert-question-text"]').click().type(question)
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index dfa60e38b0..40a8065391 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -691,6 +691,9 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       presentQrCode: 'QR-Code präsentieren',
       questionPool: 'Fragepool',
       sessions: 'Live-Quizzes',
+      library: 'Bibliothek',
+      quizzes: 'Quizzes',
+      analytics: 'Analytics',
       courses: 'Kurse',
       migration: 'Migration',
       generateToken: 'Login-Token generieren',
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 230806b221..95f3339141 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -693,6 +693,9 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       presentQrCode: 'Present QR code',
       questionPool: 'Question Pool',
       sessions: 'Live Quizzes',
+      library: 'Library',
+      quizzes: 'Quizzes',
+      analytics: 'Analytics',
       courses: 'Courses',
       migration: 'Migration',
       generateToken: 'Generate login token',

From 70c203f96dfe7fa3f52dda2bef0e949586c58f36 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Roland=20Schl=C3=A4fli?= <rolandschlaefli@gmail.com>
Date: Mon, 26 Aug 2024 10:57:16 +0200
Subject: [PATCH 02/38] chore(apps/analytics): add test notebook illustrating
 basic computation approach for analytics (#4182)

Co-authored-by: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Co-authored-by: sjschlapbach <julius.schlapbach@gmx.net>
---
 .gitignore                    |    1 +
 apps/analytics/poetry.lock    |  355 ++++++------
 apps/analytics/pyproject.toml |    6 +
 apps/analytics/test.ipynb     | 1001 ++++++---------------------------
 4 files changed, 381 insertions(+), 982 deletions(-)

diff --git a/.gitignore b/.gitignore
index 16d45601c3..7f741d7386 100644
--- a/.gitignore
+++ b/.gitignore
@@ -22,3 +22,4 @@ packages/prisma/src/seed
 .turbo
 
 out/
+!out/.gitkeep
diff --git a/apps/analytics/poetry.lock b/apps/analytics/poetry.lock
index 3de9c334c3..b059494c73 100644
--- a/apps/analytics/poetry.lock
+++ b/apps/analytics/poetry.lock
@@ -306,13 +306,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
-    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
+    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
+    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
 ]
 
 [[package]]
@@ -569,56 +569,63 @@ files = [
 
 [[package]]
 name = "numpy"
-version = "2.0.1"
+version = "2.1.0"
 description = "Fundamental package for array computing in Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
-    {file = "numpy-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fbb536eac80e27a2793ffd787895242b7f18ef792563d742c2d673bfcb75134"},
-    {file = "numpy-2.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:69ff563d43c69b1baba77af455dd0a839df8d25e8590e79c90fcbe1499ebde42"},
-    {file = "numpy-2.0.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:1b902ce0e0a5bb7704556a217c4f63a7974f8f43e090aff03fcf262e0b135e02"},
-    {file = "numpy-2.0.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:f1659887361a7151f89e79b276ed8dff3d75877df906328f14d8bb40bb4f5101"},
-    {file = "numpy-2.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4658c398d65d1b25e1760de3157011a80375da861709abd7cef3bad65d6543f9"},
-    {file = "numpy-2.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4127d4303b9ac9f94ca0441138acead39928938660ca58329fe156f84b9f3015"},
-    {file = "numpy-2.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:e5eeca8067ad04bc8a2a8731183d51d7cbaac66d86085d5f4766ee6bf19c7f87"},
-    {file = "numpy-2.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9adbd9bb520c866e1bfd7e10e1880a1f7749f1f6e5017686a5fbb9b72cf69f82"},
-    {file = "numpy-2.0.1-cp310-cp310-win32.whl", hash = "sha256:7b9853803278db3bdcc6cd5beca37815b133e9e77ff3d4733c247414e78eb8d1"},
-    {file = "numpy-2.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:81b0893a39bc5b865b8bf89e9ad7807e16717f19868e9d234bdaf9b1f1393868"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:75b4e316c5902d8163ef9d423b1c3f2f6252226d1aa5cd8a0a03a7d01ffc6268"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6e4eeb6eb2fced786e32e6d8df9e755ce5be920d17f7ce00bc38fcde8ccdbf9e"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:a1e01dcaab205fbece13c1410253a9eea1b1c9b61d237b6fa59bcc46e8e89343"},
-    {file = "numpy-2.0.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:a8fc2de81ad835d999113ddf87d1ea2b0f4704cbd947c948d2f5513deafe5a7b"},
-    {file = "numpy-2.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5a3d94942c331dd4e0e1147f7a8699a4aa47dffc11bf8a1523c12af8b2e91bbe"},
-    {file = "numpy-2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:15eb4eca47d36ec3f78cde0a3a2ee24cf05ca7396ef808dda2c0ddad7c2bde67"},
-    {file = "numpy-2.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:b83e16a5511d1b1f8a88cbabb1a6f6a499f82c062a4251892d9ad5d609863fb7"},
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+    {file = "pyzmq-26.2.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bed0e799e6120b9c32756203fb9dfe8ca2fb8467fed830c34c877e25638c3fc"},
+    {file = "pyzmq-26.2.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:29c7947c594e105cb9e6c466bace8532dc1ca02d498684128b339799f5248277"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:cdeabcff45d1c219636ee2e54d852262e5c2e085d6cb476d938aee8d921356b3"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35cffef589bcdc587d06f9149f8d5e9e8859920a071df5a2671de2213bef592a"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:18c8dc3b7468d8b4bdf60ce9d7141897da103c7a4690157b32b60acb45e333e6"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7133d0a1677aec369d67dd78520d3fa96dd7f3dcec99d66c1762870e5ea1a50a"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:6a96179a24b14fa6428cbfc08641c779a53f8fcec43644030328f44034c7f1f4"},
+    {file = "pyzmq-26.2.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:4f78c88905461a9203eac9faac157a2a0dbba84a0fd09fd29315db27be40af9f"},
+    {file = "pyzmq-26.2.0.tar.gz", hash = "sha256:070672c258581c8e4f640b5159297580a9974b026043bd4ab0470be9ed324f1f"},
 ]
 
 [package.dependencies]
@@ -1253,13 +1278,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.13.0"
+version = "0.13.2"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tomlkit-0.13.0-py3-none-any.whl", hash = "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"},
-    {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
+    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
+    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
 ]
 
 [[package]]
@@ -1344,4 +1369,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.12"
-content-hash = "82030f861eb6e5b3ec18d61953852368b49395d2abcab5b1c6aa88c555d0fe2d"
+content-hash = "4982b71a45b56d2d6336dacf424bef938e744116396f7f520361c45276edd1a9"
diff --git a/apps/analytics/pyproject.toml b/apps/analytics/pyproject.toml
index 1a1c443da2..b4e33c687a 100644
--- a/apps/analytics/pyproject.toml
+++ b/apps/analytics/pyproject.toml
@@ -17,6 +17,9 @@ xlsxwriter = "^3.2.0"
 poethepoet = "0.27.0"
 ipykernel = "6.29.5"
 
+[tool.poetry.group.dev.dependencies]
+pyright = "1.1.376"
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
@@ -24,3 +27,6 @@ build-backend = "poetry.core.masonry.api"
 [tool.poe.tasks]
 generate = "prisma generate"
 main = "doppler run --config dev -- python main.py"
+
+[tool.pyright]
+typeCheckingMode = "strict"
diff --git a/apps/analytics/test.ipynb b/apps/analytics/test.ipynb
index c6bf242151..654b1aae6b 100644
--- a/apps/analytics/test.ipynb
+++ b/apps/analytics/test.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -28,916 +28,283 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "id=106979 score=0.0 pointsAwarded=0.0 xpAwarded=0.0 response={'choices': [1]} participant=None participantId='b99c7eb9-8874-4cf2-989e-a66e695539da' participation=Participation(id=922, isActive=False, course=None, courseId='2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2', participant=None, participantId='b99c7eb9-8874-4cf2-989e-a66e695539da', courseLeaderboard=None, courseLeaderboardId=1809, sessionLeaderboards=None, responses=None, detailResponses=None, subscriptions=None, completedMicroLearnings=[], bookmarkedElementStacks=None, createdAt=datetime.datetime(2022, 12, 17, 16, 14, 1, 891000, tzinfo=TzInfo(UTC)), updatedAt=datetime.datetime(2022, 12, 20, 18, 42, 53, 556000, tzinfo=TzInfo(UTC))) participationId=922 elementInstance=None elementInstanceId=492 createdAt=datetime.datetime(2022, 12, 20, 18, 51, 2, 551000, tzinfo=TzInfo(UTC)) updatedAt=datetime.datetime(2024, 2, 15, 9, 18, 44, 575000, tzinfo=TzInfo(UTC))\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "response_details = db.questionresponsedetail.find_many(include={ \"participation\": True })\n",
+    "response_details = db.questionresponsedetail.find_many(\n",
+    "    include={\n",
+    "        \"participation\": True,\n",
+    "        \"elementInstance\": {\"include\": {\"elementStack\": True} },\n",
+    "    },\n",
+    "    take=10000,\n",
+    ")\n",
     "\n",
     "print(response_details[0])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "responses = db.questionresponse.find_many(\n",
+    "    include={\n",
+    "        \"participation\": True,\n",
+    "        \"elementInstance\": {\"include\": {\"elementStack\": True}},\n",
+    "    },\n",
+    "    take=10000,\n",
+    ")\n",
+    "\n",
+    "print(responses[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'id': 106979,\n",
-       " 'score': 0.0,\n",
-       " 'pointsAwarded': 0.0,\n",
-       " 'xpAwarded': 0.0,\n",
-       " 'response': {'choices': [1]},\n",
-       " 'participant': None,\n",
-       " 'participantId': 'b99c7eb9-8874-4cf2-989e-a66e695539da',\n",
-       " 'participation': {'id': 922,\n",
-       "  'isActive': False,\n",
-       "  'course': None,\n",
-       "  'courseId': '2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2',\n",
-       "  'participant': None,\n",
-       "  'participantId': 'b99c7eb9-8874-4cf2-989e-a66e695539da',\n",
-       "  'courseLeaderboard': None,\n",
-       "  'courseLeaderboardId': 1809,\n",
-       "  'sessionLeaderboards': None,\n",
-       "  'responses': None,\n",
-       "  'detailResponses': None,\n",
-       "  'subscriptions': None,\n",
-       "  'completedMicroLearnings': [],\n",
-       "  'bookmarkedElementStacks': None,\n",
-       "  'createdAt': datetime.datetime(2022, 12, 17, 16, 14, 1, 891000, tzinfo=TzInfo(UTC)),\n",
-       "  'updatedAt': datetime.datetime(2022, 12, 20, 18, 42, 53, 556000, tzinfo=TzInfo(UTC))},\n",
-       " 'participationId': 922,\n",
-       " 'elementInstance': None,\n",
-       " 'elementInstanceId': 492,\n",
-       " 'createdAt': datetime.datetime(2022, 12, 20, 18, 51, 2, 551000, tzinfo=TzInfo(UTC)),\n",
-       " 'updatedAt': datetime.datetime(2024, 2, 15, 9, 18, 44, 575000, tzinfo=TzInfo(UTC))}"
-      ]
-     },
-     "execution_count": 37,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "def map_response_details(response_details):\n",
     "    as_dict = response_details.dict()\n",
     "\n",
-    "    return {\n",
+    "    extended_dict = {\n",
     "        **as_dict,\n",
-    "        \"participation\": as_dict['participation']\n",
+    "        \"elementStack\": as_dict['elementInstance']['elementStack'],\n",
     "    }\n",
     "\n",
+    "    return extended_dict\n",
+    "\n",
+    "\n",
+    "response_details_mapped = list(map(map_response_details, response_details))\n",
+    "\n",
+    "response_details_mapped[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "responses_mapped = list(map(map_response_details, responses))\n",
     "\n",
-    "response_details = list(map(map_response_details, response_details))\n",
+    "responses_mapped[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_response_details = pd.json_normalize(response_details_mapped, sep='_')\n",
     "\n",
-    "response_details[0]"
+    "print(df_response_details.columns)\n",
+    "print(df_response_details.head())"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Index(['id', 'score', 'pointsAwarded', 'xpAwarded', 'participant',\n",
-      "       'participantId', 'participationId', 'elementInstance',\n",
-      "       'elementInstanceId', 'createdAt', 'updatedAt', 'response_choices',\n",
-      "       'participation_id', 'participation_isActive', 'participation_course',\n",
-      "       'participation_courseId', 'participation_participant',\n",
-      "       'participation_participantId', 'participation_courseLeaderboard',\n",
-      "       'participation_courseLeaderboardId',\n",
-      "       'participation_sessionLeaderboards', 'participation_responses',\n",
-      "       'participation_detailResponses', 'participation_subscriptions',\n",
-      "       'participation_completedMicroLearnings',\n",
-      "       'participation_bookmarkedElementStacks', 'participation_createdAt',\n",
-      "       'participation_updatedAt', 'response_correctness', 'response_value',\n",
-      "       'response_viewed'],\n",
-      "      dtype='object')\n",
-      "       id  score  pointsAwarded  xpAwarded participant  \\\n",
-      "0  106979    0.0            0.0        0.0        None   \n",
-      "1  106993   10.0           10.0        0.0        None   \n",
-      "2  107017   10.0           10.0        0.0        None   \n",
-      "3  107529   20.0           20.0        0.0        None   \n",
-      "4  107865   10.0           10.0        0.0        None   \n",
-      "\n",
-      "                          participantId  participationId elementInstance  \\\n",
-      "0  b99c7eb9-8874-4cf2-989e-a66e695539da              922            None   \n",
-      "1  5a93fa71-88d5-4f12-b308-e6a81cbfc77e              188            None   \n",
-      "2  edcde14c-2005-4353-90e9-d6f596270be9               38            None   \n",
-      "3  fbe2ff7d-5984-4e42-93e7-511916d64673              492            None   \n",
-      "4  fdbd49a6-70f6-4dd6-b365-02267679276e              767            None   \n",
-      "\n",
-      "   elementInstanceId                        createdAt  ...  \\\n",
-      "0                492 2022-12-20 18:51:02.551000+00:00  ...   \n",
-      "1                492 2022-12-20 18:52:26.665000+00:00  ...   \n",
-      "2                492 2022-12-20 18:54:28.070000+00:00  ...   \n",
-      "3                492 2022-12-20 19:34:41.138000+00:00  ...   \n",
-      "4                492 2022-12-20 19:55:39.337000+00:00  ...   \n",
-      "\n",
-      "  participation_responses participation_detailResponses  \\\n",
-      "0                    None                          None   \n",
-      "1                    None                          None   \n",
-      "2                    None                          None   \n",
-      "3                    None                          None   \n",
-      "4                    None                          None   \n",
-      "\n",
-      "   participation_subscriptions  participation_completedMicroLearnings  \\\n",
-      "0                         None                                     []   \n",
-      "1                         None                                     []   \n",
-      "2                         None                                     []   \n",
-      "3                         None                                     []   \n",
-      "4                         None                                     []   \n",
-      "\n",
-      "  participation_bookmarkedElementStacks          participation_createdAt  \\\n",
-      "0                                  None 2022-12-17 16:14:01.891000+00:00   \n",
-      "1                                  None 2022-09-19 22:15:31.455000+00:00   \n",
-      "2                                  None 2022-09-19 12:15:15.363000+00:00   \n",
-      "3                                  None 2022-09-24 12:04:04.218000+00:00   \n",
-      "4                                  None 2022-10-11 10:01:18.547000+00:00   \n",
-      "\n",
-      "           participation_updatedAt response_correctness response_value  \\\n",
-      "0 2022-12-20 18:42:53.556000+00:00                  NaN            NaN   \n",
-      "1 2022-10-12 17:59:28.620000+00:00                  NaN            NaN   \n",
-      "2 2022-09-21 20:02:36.118000+00:00                  NaN            NaN   \n",
-      "3 2022-09-26 13:52:44.602000+00:00                  NaN            NaN   \n",
-      "4 2022-10-26 09:19:09.708000+00:00                  NaN            NaN   \n",
-      "\n",
-      "   response_viewed  \n",
-      "0              NaN  \n",
-      "1              NaN  \n",
-      "2              NaN  \n",
-      "3              NaN  \n",
-      "4              NaN  \n",
-      "\n",
-      "[5 rows x 31 columns]\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df = pd.json_normalize(response_details, sep='_')\n",
+    "df_responses = pd.json_normalize(responses_mapped, sep='_')\n",
     "\n",
-    "print(df.columns)\n",
-    "print(df.head())"
+    "print(df_responses.columns)\n",
+    "print(df_responses.head())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Response Details and Activity Analytics"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 72,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/var/folders/d_/8y5nsk_n78n6lc08sxkq9w740000gn/T/ipykernel_81300/176451833.py:3: SettingWithCopyWarning: \n",
-      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
-      "Try using .loc[row_indexer,col_indexer] = value instead\n",
-      "\n",
-      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
-      "  df_relevant['createdAt'] = pd.to_datetime(df_relevant['createdAt'].dt.date)\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>id</th>\n",
-       "      <th>score</th>\n",
-       "      <th>pointsAwarded</th>\n",
-       "      <th>xpAwarded</th>\n",
-       "      <th>createdAt</th>\n",
-       "      <th>participantId</th>\n",
-       "      <th>courseId</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>106979</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2022-12-20</td>\n",
-       "      <td>b99c7eb9-8874-4cf2-989e-a66e695539da</td>\n",
-       "      <td>2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>106993</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2022-12-20</td>\n",
-       "      <td>5a93fa71-88d5-4f12-b308-e6a81cbfc77e</td>\n",
-       "      <td>2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>107017</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2022-12-20</td>\n",
-       "      <td>edcde14c-2005-4353-90e9-d6f596270be9</td>\n",
-       "      <td>2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>107529</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2022-12-20</td>\n",
-       "      <td>fbe2ff7d-5984-4e42-93e7-511916d64673</td>\n",
-       "      <td>2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>107865</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>2022-12-20</td>\n",
-       "      <td>fdbd49a6-70f6-4dd6-b365-02267679276e</td>\n",
-       "      <td>2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       id  score  pointsAwarded  xpAwarded  createdAt  \\\n",
-       "0  106979    0.0            0.0        0.0 2022-12-20   \n",
-       "1  106993   10.0           10.0        0.0 2022-12-20   \n",
-       "2  107017   10.0           10.0        0.0 2022-12-20   \n",
-       "3  107529   20.0           20.0        0.0 2022-12-20   \n",
-       "4  107865   10.0           10.0        0.0 2022-12-20   \n",
-       "\n",
-       "                          participantId                              courseId  \n",
-       "0  b99c7eb9-8874-4cf2-989e-a66e695539da  2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2  \n",
-       "1  5a93fa71-88d5-4f12-b308-e6a81cbfc77e  2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2  \n",
-       "2  edcde14c-2005-4353-90e9-d6f596270be9  2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2  \n",
-       "3  fbe2ff7d-5984-4e42-93e7-511916d64673  2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2  \n",
-       "4  fdbd49a6-70f6-4dd6-b365-02267679276e  2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2  "
-      ]
-     },
-     "execution_count": 72,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df_relevant = df[['id', 'score', 'pointsAwarded', 'xpAwarded', 'createdAt', 'participantId', 'participation_courseId']]\n",
+    "df_response_details_relevant = df_response_details[['id', 'score', 'pointsAwarded', 'xpAwarded', 'createdAt', 'participantId', 'participation_courseId']]\n",
     "\n",
-    "df_relevant['createdAt'] = pd.to_datetime(df_relevant['createdAt'].dt.date)\n",
+    "df_response_details_relevant['createdAt'] = pd.to_datetime(df_response_details_relevant['createdAt'].dt.date)\n",
     "\n",
-    "df_relevant = df_relevant.rename(columns={'participation_courseId': 'courseId'})\n",
+    "df_response_details_relevant = df_response_details_relevant.rename(columns={'participation_courseId': 'courseId'})\n",
     "\n",
-    "df_relevant.head()"
+    "df_response_details_relevant.head()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "      <th>pointsAwarded</th>\n",
-       "      <th>xpAwarded</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>participantId</th>\n",
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-       "      <th>2022-12-14</th>\n",
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-      "text/plain": [
-       "                                                                                      id  \\\n",
-       "participantId                        courseId                             createdAt        \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-14  62   \n",
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-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-27  15   \n",
-       "                                                                          2023-11-28  72   \n",
-       "                                                                          2023-12-01  12   \n",
-       "\n",
-       "                                                                                      score  \\\n",
-       "participantId                        courseId                             createdAt           \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-14  380.0   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-02   70.0   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-27   95.0   \n",
-       "                                                                          2023-11-28  480.0   \n",
-       "                                                                          2023-12-01  110.0   \n",
-       "\n",
-       "                                                                                      pointsAwarded  \\\n",
-       "participantId                        courseId                             createdAt                   \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-14          310.0   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-02           45.0   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-27            0.0   \n",
-       "                                                                          2023-11-28            0.0   \n",
-       "                                                                          2023-12-01            0.0   \n",
-       "\n",
-       "                                                                                      xpAwarded  \n",
-       "participantId                        courseId                             createdAt              \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-14        0.0  \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-02       30.0  \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-27       90.0  \n",
-       "                                                                          2023-11-28      340.0  \n",
-       "                                                                          2023-12-01      100.0  "
-      ]
-     },
-     "execution_count": 73,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# group by participantId, courseId and createdAt\n",
     "# count the number of responses and sum the score, pointsAwarded, xpAwarded\n",
     "\n",
-    "df_relevant_daily = df_relevant.groupby(['participantId', 'courseId', 'createdAt']).agg({'id': 'count', 'score': 'sum', 'pointsAwarded': 'sum', 'xpAwarded': 'sum'})\n",
+    "df_response_details_relevant_daily = df_response_details_relevant.groupby(['participantId', 'courseId', 'createdAt']).agg({'id': 'count', 'score': 'sum', 'pointsAwarded': 'sum', 'xpAwarded': 'sum'})\n",
     "\n",
     "# df_relevant_daily = df_relevant_daily.reset_index()\n",
     "\n",
     "# df_relevant_daily = df_relevant_agg.sort_values(by=['participantId', 'courseId', 'createdAt'], ascending=True)\n",
     "\n",
-    "df_relevant_daily.head()"
+    "df_response_details_relevant_daily.head()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 93,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'pandas.core.frame.DataFrame'>\n",
-      "MultiIndex: 11754 entries, ('001f6f8a-a32e-43b3-953b-7f6204a97bbe', '2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2', Timestamp('2022-12-14 00:00:00')) to ('ffe51cdd-49cb-4a3a-b460-1994c22f46c8', 'f7ceeba0-ef5a-4d0b-a992-a44a1395cbf9', Timestamp('2023-06-01 00:00:00'))\n",
-      "Data columns (total 4 columns):\n",
-      " #   Column         Non-Null Count  Dtype  \n",
-      "---  ------         --------------  -----  \n",
-      " 0   id             11754 non-null  int64  \n",
-      " 1   score          11754 non-null  float64\n",
-      " 2   pointsAwarded  11754 non-null  float64\n",
-      " 3   xpAwarded      11754 non-null  float64\n",
-      "dtypes: float64(3), int64(1)\n",
-      "memory usage: 442.0+ KB\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df_relevant_daily.info()"
+    "df_response_details_relevant_daily.info()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
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-       "      <th>id</th>\n",
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-       "      <th>pointsAwarded</th>\n",
-       "      <th>xpAwarded</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>participantId</th>\n",
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-       "      <th>2022-12-18</th>\n",
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-       "      <td>99</td>\n",
-       "      <td>685.0</td>\n",
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-       "      <th>2023-12-10</th>\n",
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-       "    <tr>\n",
-       "      <th>2023-12-17</th>\n",
-       "      <td>141</td>\n",
-       "      <td>2050.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>930.0</td>\n",
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-       "  </tbody>\n",
-       "</table>\n",
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-      ],
-      "text/plain": [
-       "                                                                                       id  \\\n",
-       "participantId                        courseId                             createdAt         \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-18   62   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-03   16   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-12-03   99   \n",
-       "                                                                          2023-12-10    0   \n",
-       "                                                                          2023-12-17  141   \n",
-       "\n",
-       "                                                                                       score  \\\n",
-       "participantId                        courseId                             createdAt            \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-18   380.0   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-03    70.0   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-12-03   685.0   \n",
-       "                                                                          2023-12-10     0.0   \n",
-       "                                                                          2023-12-17  2050.0   \n",
-       "\n",
-       "                                                                                      pointsAwarded  \\\n",
-       "participantId                        courseId                             createdAt                   \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-18          310.0   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-03           45.0   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-12-03            0.0   \n",
-       "                                                                          2023-12-10            0.0   \n",
-       "                                                                          2023-12-17            0.0   \n",
-       "\n",
-       "                                                                                      xpAwarded  \n",
-       "participantId                        courseId                             createdAt              \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-18        0.0  \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-03       30.0  \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-12-03      530.0  \n",
-       "                                                                          2023-12-10        0.0  \n",
-       "                                                                          2023-12-17      930.0  "
-      ]
-     },
-     "execution_count": 89,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# create a dataframe with weekly aggregated data\n",
-    "df_relevant_weekly = df_relevant_daily.groupby(['participantId', 'courseId']).resample('W', level='createdAt', ).sum()\n",
+    "df_response_details_relevant_weekly = df_response_details_relevant_daily.groupby(['participantId', 'courseId']).resample('W', level='createdAt', ).sum()\n",
     "\n",
-    "df_relevant_weekly.head()"
+    "df_response_details_relevant_weekly.head()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 94,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'pandas.core.frame.DataFrame'>\n",
-      "MultiIndex: 12899 entries, ('001f6f8a-a32e-43b3-953b-7f6204a97bbe', '2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2', Timestamp('2022-12-18 00:00:00')) to ('ffe51cdd-49cb-4a3a-b460-1994c22f46c8', 'f7ceeba0-ef5a-4d0b-a992-a44a1395cbf9', Timestamp('2023-06-04 00:00:00'))\n",
-      "Data columns (total 4 columns):\n",
-      " #   Column         Non-Null Count  Dtype  \n",
-      "---  ------         --------------  -----  \n",
-      " 0   id             12899 non-null  int64  \n",
-      " 1   score          12899 non-null  float64\n",
-      " 2   pointsAwarded  12899 non-null  float64\n",
-      " 3   xpAwarded      12899 non-null  float64\n",
-      "dtypes: float64(3), int64(1)\n",
-      "memory usage: 535.6+ KB\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df_relevant_weekly.info()"
+    "df_response_details_relevant_weekly.info()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "      <th>2022-12-31</th>\n",
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-       "      <th>0025f331-cb85-412f-9115-323f1dfe50d3</th>\n",
-       "      <th>ece02221-aa68-4c6c-8d4f-dcfa03528e4f</th>\n",
-       "      <th>2024-03-31</th>\n",
-       "      <td>16</td>\n",
-       "      <td>70.0</td>\n",
-       "      <td>45.0</td>\n",
-       "      <td>30.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th rowspan=\"2\" valign=\"top\">00686c1f-ddd2-4b6c-89f9-d2f06e688c57</th>\n",
-       "      <th rowspan=\"2\" valign=\"top\">7a000ca7-48f3-43d4-ac25-d5d1cd074afd</th>\n",
-       "      <th>2023-11-30</th>\n",
-       "      <td>87</td>\n",
-       "      <td>575.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>430.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2023-12-31</th>\n",
-       "      <td>153</td>\n",
-       "      <td>2160.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1030.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>007142eb-67f1-4f31-8eed-68a97ea466fb</th>\n",
-       "      <th>2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2</th>\n",
-       "      <th>2022-12-31</th>\n",
-       "      <td>255</td>\n",
-       "      <td>3355.0</td>\n",
-       "      <td>2090.0</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                                                                       id  \\\n",
-       "participantId                        courseId                             createdAt         \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31   62   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-31   16   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-30   87   \n",
-       "                                                                          2023-12-31  153   \n",
-       "007142eb-67f1-4f31-8eed-68a97ea466fb 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31  255   \n",
-       "\n",
-       "                                                                                       score  \\\n",
-       "participantId                        courseId                             createdAt            \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31   380.0   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-31    70.0   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-30   575.0   \n",
-       "                                                                          2023-12-31  2160.0   \n",
-       "007142eb-67f1-4f31-8eed-68a97ea466fb 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31  3355.0   \n",
-       "\n",
-       "                                                                                      pointsAwarded  \\\n",
-       "participantId                        courseId                             createdAt                   \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31          310.0   \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-31           45.0   \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-30            0.0   \n",
-       "                                                                          2023-12-31            0.0   \n",
-       "007142eb-67f1-4f31-8eed-68a97ea466fb 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31         2090.0   \n",
-       "\n",
-       "                                                                                      xpAwarded  \n",
-       "participantId                        courseId                             createdAt              \n",
-       "001f6f8a-a32e-43b3-953b-7f6204a97bbe 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31        0.0  \n",
-       "0025f331-cb85-412f-9115-323f1dfe50d3 ece02221-aa68-4c6c-8d4f-dcfa03528e4f 2024-03-31       30.0  \n",
-       "00686c1f-ddd2-4b6c-89f9-d2f06e688c57 7a000ca7-48f3-43d4-ac25-d5d1cd074afd 2023-11-30      430.0  \n",
-       "                                                                          2023-12-31     1030.0  \n",
-       "007142eb-67f1-4f31-8eed-68a97ea466fb 2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2 2022-12-31        0.0  "
-      ]
-     },
-     "execution_count": 91,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# create a dataframe with monthly aggregated data\n",
-    "df_relevant_monthly = df_relevant_daily.groupby(['participantId', 'courseId']).resample('ME', level='createdAt', ).sum()\n",
+    "df_response_details_relevant_monthly = df_response_details_relevant_daily.groupby(['participantId', 'courseId']).resample('ME', level='createdAt', ).sum()\n",
     "\n",
-    "df_relevant_monthly.head()"
+    "df_response_details_relevant_monthly.head()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 95,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<class 'pandas.core.frame.DataFrame'>\n",
-      "MultiIndex: 4765 entries, ('001f6f8a-a32e-43b3-953b-7f6204a97bbe', '2b302436-4fc3-4d5d-bbfb-1e13b4ee11b2', Timestamp('2022-12-31 00:00:00')) to ('ffe51cdd-49cb-4a3a-b460-1994c22f46c8', 'f7ceeba0-ef5a-4d0b-a992-a44a1395cbf9', Timestamp('2023-06-30 00:00:00'))\n",
-      "Data columns (total 4 columns):\n",
-      " #   Column         Non-Null Count  Dtype  \n",
-      "---  ------         --------------  -----  \n",
-      " 0   id             4765 non-null   int64  \n",
-      " 1   score          4765 non-null   float64\n",
-      " 2   pointsAwarded  4765 non-null   float64\n",
-      " 3   xpAwarded      4765 non-null   float64\n",
-      "dtypes: float64(3), int64(1)\n",
-      "memory usage: 247.7+ KB\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df_relevant_monthly.info()"
+    "df_response_details_relevant_monthly.info()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 118,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>id</th>\n",
-       "      <th>score</th>\n",
-       "      <th>pointsAwarded</th>\n",
-       "      <th>xpAwarded</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>courseId</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>08af1f79-b5ce-4e78-bd07-e6f21d11ae61</th>\n",
-       "      <td>681</td>\n",
-       "      <td>9.089574</td>\n",
-       "      <td>6.476965</td>\n",
-       "      <td>7.547724</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>0abf0e39-6936-4e15-a0ef-78c89add6cd2</th>\n",
-       "      <td>31</td>\n",
-       "      <td>0.967742</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.967742</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1caf787f-98c1-4de4-8ef6-bd428ac550f3</th>\n",
-       "      <td>19118</td>\n",
-       "      <td>7.741919</td>\n",
-       "      <td>6.663875</td>\n",
-       "      <td>6.632493</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1e83f531-a62b-40b2-996a-f6dba986c755</th>\n",
-       "      <td>6</td>\n",
-       "      <td>10.000000</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>10.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>265b834f-8ab7-4c4f-bddf-61075d7990b3</th>\n",
-       "      <td>9797</td>\n",
-       "      <td>8.686333</td>\n",
-       "      <td>6.530365</td>\n",
-       "      <td>6.701031</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                         id      score  pointsAwarded  \\\n",
-       "courseId                                                                \n",
-       "08af1f79-b5ce-4e78-bd07-e6f21d11ae61    681   9.089574       6.476965   \n",
-       "0abf0e39-6936-4e15-a0ef-78c89add6cd2     31   0.967742       0.000000   \n",
-       "1caf787f-98c1-4de4-8ef6-bd428ac550f3  19118   7.741919       6.663875   \n",
-       "1e83f531-a62b-40b2-996a-f6dba986c755      6  10.000000            NaN   \n",
-       "265b834f-8ab7-4c4f-bddf-61075d7990b3   9797   8.686333       6.530365   \n",
-       "\n",
-       "                                      xpAwarded  \n",
-       "courseId                                         \n",
-       "08af1f79-b5ce-4e78-bd07-e6f21d11ae61   7.547724  \n",
-       "0abf0e39-6936-4e15-a0ef-78c89add6cd2   0.967742  \n",
-       "1caf787f-98c1-4de4-8ef6-bd428ac550f3   6.632493  \n",
-       "1e83f531-a62b-40b2-996a-f6dba986c755  10.000000  \n",
-       "265b834f-8ab7-4c4f-bddf-61075d7990b3   6.701031  "
-      ]
-     },
-     "execution_count": 118,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "df_relevant_mean = df_relevant.groupby(['courseId']).agg({'id': 'count', 'score': 'mean', 'pointsAwarded': 'mean', 'xpAwarded': 'mean'})\n",
+    "df_response_details_relevant_mean = df_response_details_relevant.groupby(['courseId']).agg({'id': 'count', 'score': 'mean', 'pointsAwarded': 'mean', 'xpAwarded': 'mean'})\n",
     "\n",
-    "df_relevant_mean.head()"
+    "df_response_details_relevant_mean.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df_response_details_relevant_daily.to_csv('out/df_response_details_relevant_daily.csv')\n",
+    "df_response_details_relevant_weekly.to_csv('out/df_response_details_relevant_weekly.csv')\n",
+    "df_response_details_relevant_monthly.to_csv('out/df_response_details_relevant_monthly.csv')\n",
+    "df_response_details_relevant_mean.to_csv('out/df_response_details_relevant_mean.csv')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Responses and Quiz Analytics"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "', '.join(df_responses.columns)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "df_relevant_daily.to_csv('out/df_relevant_daily.csv')\n",
-    "df_relevant_weekly.to_csv('out/df_relevant_weekly.csv')\n",
-    "df_relevant_monthly.to_csv('out/df_relevant_monthly.csv')\n",
-    "df_relevant_mean.to_csv('out/df_relevant_mean.csv')"
+    "df_responses_relevant = df_responses[\n",
+    "    [\n",
+    "        \"id\",\n",
+    "        \"trialsCount\",\n",
+    "        \"totalScore\",\n",
+    "        \"totalPointsAwarded\",\n",
+    "        \"totalXpAwarded\",\n",
+    "        \"lastAwardedAt\",\n",
+    "        \"lastXpAwardedAt\",\n",
+    "        \"lastAnsweredAt\",\n",
+    "        \"correctCount\",\n",
+    "        \"correctCountStreak\",\n",
+    "        \"lastCorrectAt\",\n",
+    "        \"partialCorrectCount\",\n",
+    "        \"lastPartialCorrectAt\",\n",
+    "        \"wrongCount\",\n",
+    "        \"lastWrongAt\",\n",
+    "        \"eFactor\",\n",
+    "        \"interval\",\n",
+    "        \"nextDueAt\",\n",
+    "        \"createdAt\",\n",
+    "        \"updatedAt\",\n",
+    "        \"participantId\",\n",
+    "        \"participation_courseId\",\n",
+    "        \"elementStack_type\",\n",
+    "        \"elementStack_microLearningId\",\n",
+    "        \"elementStack_practiceQuizId\",\n",
+    "        \"elementStack_liveQuizId\",\n",
+    "        \"elementStack_groupActivityId\",\n",
+    "    ]\n",
+    "]\n",
+    "\n",
+    "df_responses_relevant[\"createdAt\"] = pd.to_datetime(\n",
+    "    df_responses_relevant[\"createdAt\"].dt.date\n",
+    ")\n",
+    "\n",
+    "df_responses_relevant[\"updatedAt\"] = pd.to_datetime(\n",
+    "    df_responses_relevant[\"updatedAt\"].dt.date\n",
+    ")\n",
+    "\n",
+    "df_responses_relevant = df_responses_relevant.rename(\n",
+    "    columns={\"participation_courseId\": \"courseId\"}\n",
+    ")\n",
+    "\n",
+    "df_responses_relevant.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Cleanup"
    ]
   },
   {
@@ -966,7 +333,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.4"
+   "version": "3.12.5"
   }
  },
  "nbformat": 4,

From ed7e7452f7c7bb5a34a05a3f66f6ad9ab4f4de94 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Mon, 26 Aug 2024 18:43:18 +0200
Subject: [PATCH 03/38] enhance: add python logic to compute daily participant
 analytics based on question response details (#4212)

---
 .../daily_participant_analytics.ipynb         | 353 ++++++++++++++++++
 apps/analytics/pyproject.toml                 |   2 +-
 .../migration.sql                             |  16 +
 .../prisma/src/prisma/schema/analytics.prisma |  23 +-
 4 files changed, 382 insertions(+), 12 deletions(-)
 create mode 100644 apps/analytics/daily_participant_analytics.ipynb
 create mode 100644 packages/prisma/src/prisma/migrations/20240826113537_participant_analytics_correctness_counts/migration.sql

diff --git a/apps/analytics/daily_participant_analytics.ipynb b/apps/analytics/daily_participant_analytics.ipynb
new file mode 100644
index 0000000000..8bc2dbad40
--- /dev/null
+++ b/apps/analytics/daily_participant_analytics.ipynb
@@ -0,0 +1,353 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Preparation & Data Fetching"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ['DATABASE_URL'] = 'postgresql://klicker:klicker@localhost:5432/klicker-prod'\n",
+    "\n",
+    "db.connect()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Fetch all question response detail entries for a specific day\n",
+    "specific_date = '2024-06-10'\n",
+    "date_start = specific_date + 'T00:00:00.000Z'\n",
+    "date_end = specific_date + 'T23:59:59.999Z'\n",
+    "participant_response_details = db.participant.find_many(\n",
+    "    include={\n",
+    "        'detailQuestionResponses': {\n",
+    "            'where': {\n",
+    "                'createdAt': {\n",
+    "                    'gte': date_start,\n",
+    "                    'lte': date_end\n",
+    "                }\n",
+    "            },\n",
+    "            'include': {\n",
+    "                'practiceQuiz': True,\n",
+    "                'microLearning': True\n",
+    "            }\n",
+    "        },\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "# Print the first 5 question response details\n",
+    "print(\"Found {} participants for the timespan from {} to {}\".format(len(participant_response_details), date_start, date_end))\n",
+    "print(participant_response_details[0])\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Compute Correctness Metrics for Responses"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Convert the question response details to a pandas dataframe\n",
+    "def map_details(detail, participantId):\n",
+    "    courseId = detail['practiceQuiz']['courseId'] if detail['practiceQuiz'] else detail['microLearning']['courseId']\n",
+    "    return {\n",
+    "        **detail,\n",
+    "        'participantId': participantId,\n",
+    "        'courseId': courseId\n",
+    "    }\n",
+    "\n",
+    "def map_participants(participant):\n",
+    "    participant_dict = participant.dict()\n",
+    "    return list(map(lambda detail: map_details(detail, participant_dict['id']), participant_dict['detailQuestionResponses']))\n",
+    "\n",
+    "def convert_to_df(participants):\n",
+    "    return pd.DataFrame([item for sublist in list(map(map_participants, participants)) for item in sublist])\n",
+    "\n",
+    "df_details = convert_to_df(participant_response_details)\n",
+    "df_details = df_details[['score', 'pointsAwarded', 'xpAwarded', 'timeSpent', 'response', 'elementInstanceId', 'participantId', 'courseId']]\n",
+    "print(\"Question detail responses:\", len(df_details))\n",
+    "print(\"Columns:\", df_details.columns)\n",
+    "df_details.head()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Compute correctness of the responses and add them as a separate column\n",
+    "# Get related element instances\n",
+    "element_instance_ids = df_details['elementInstanceId'].unique()\n",
+    "element_instances = db.elementinstance.find_many(\n",
+    "    where={\n",
+    "        'id': {\n",
+    "            'in': element_instance_ids.tolist()\n",
+    "        }\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "# Map the element instances to the corresponding elementData.options entries and convert it to a dataframe\n",
+    "def map_element_instance_options(instance):\n",
+    "    instance_dict = instance.dict()\n",
+    "    return {\n",
+    "        'elementInstanceId': instance_dict['id'],\n",
+    "        'type': instance_dict['elementData']['type'],\n",
+    "        'options': instance_dict['elementData']['options'] if 'options' in instance_dict['elementData'] else None\n",
+    "    }\n",
+    "\n",
+    "df_element_instances = pd.DataFrame(list(map(map_element_instance_options, element_instances)))\n",
+    "df_element_instances.head()\n",
+    "\n",
+    "# Compute the correctness for every response entry based on the element instance options (depending on the type of the element)\n",
+    "def compute_correctness(row):\n",
+    "    element_instance = df_element_instances[df_element_instances['elementInstanceId'] == row['elementInstanceId']].iloc[0]\n",
+    "    response = row['response']\n",
+    "    options = element_instance['options']\n",
+    "\n",
+    "    if element_instance['type'] == 'FLASHCARD' or element_instance['type'] == 'CONTENT':\n",
+    "        return None\n",
+    "\n",
+    "    elif element_instance['type'] == 'SC':\n",
+    "        selected_choice = response['choices'][0]\n",
+    "        correct_choice = next((choice['ix'] for choice in options['choices'] if choice['correct']), None)\n",
+    "        return 'CORRECT' if selected_choice == correct_choice else 'INCORRECT'\n",
+    "\n",
+    "    elif element_instance['type'] == 'MC' or element_instance['type'] == 'KPRIM':\n",
+    "        selected_choices = response['choices']\n",
+    "        correct_choices = [choice['ix'] for choice in options['choices'] if choice['correct']]\n",
+    "        available_choices = len(options['choices'])\n",
+    "        \n",
+    "        selected_choices_array = [1 if ix in selected_choices else 0 for ix in range(available_choices)]\n",
+    "        correct_choices_array = [1 if ix in correct_choices else 0 for ix in range(available_choices)]\n",
+    "        hamming_distance = sum([1 for i in range(available_choices) if selected_choices_array[i] != correct_choices_array[i]])\n",
+    "\n",
+    "        if element_instance['type'] == 'MC':\n",
+    "            correctness = max(-2 * hamming_distance / available_choices + 1, 0)\n",
+    "            if correctness == 1:\n",
+    "                return 'CORRECT'\n",
+    "            elif correctness == 0:\n",
+    "                return 'INCORRECT'\n",
+    "            else:\n",
+    "                return 'PARTIAL'\n",
+    "        elif element_instance['type'] == 'KPRIM':\n",
+    "            return 'CORRECT' if hamming_distance == 0 else 'PARTIAL' if hamming_distance == 1 else 'INCORRECT'\n",
+    "\n",
+    "    elif element_instance['type'] == 'NUMERICAL':\n",
+    "        response_value = float(response['value'])\n",
+    "        within_range = list(map(lambda range: float(range['min']) <= response_value <= float(range['max']), options['solutionRanges']))\n",
+    "        if any(within_range):\n",
+    "            return 'CORRECT'\n",
+    "\n",
+    "        return 'INCORRECT'\n",
+    "\n",
+    "    elif element_instance['type'] == 'FREE_TEXT':\n",
+    "        raise NotImplementedError(\"Free text correctness computation not implemented yet\")\n",
+    "\n",
+    "    else:\n",
+    "        raise ValueError(\"Unknown element type: {}\".format(element_instance['type']))\n",
+    "\n",
+    "df_details['correctness'] = df_details.apply(compute_correctness, axis=1)\n",
+    "df_details = df_details.dropna(subset=['correctness'])\n",
+    "print(\"{} question response details remaining with correctness\".format(len(df_details)))\n",
+    "df_details.head()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Aggregate Metrics and Counts for Responses"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Aggregate the question response details for the participant and course level\n",
+    "df_analytics_counts = df_details.groupby(['participantId', 'courseId']).agg({\n",
+    "    'score': 'sum',\n",
+    "    'pointsAwarded': 'sum',\n",
+    "    'xpAwarded': 'sum',\n",
+    "    'timeSpent': 'sum',\n",
+    "    'elementInstanceId': ['count', 'nunique'] # count = trialsCount, nunique = responseCount\n",
+    "}).reset_index()\n",
+    "df_analytics_counts.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Count the 'CORRECT', 'PARTIAL', and 'INCORRECT' entries for each participantId and elementInstanceId combination\n",
+    "df_analytics_corr_temp = df_details.groupby(['participantId', 'elementInstanceId', 'courseId', 'correctness']).size().unstack(fill_value=0).reset_index()\n",
+    "\n",
+    "# Divide each of the correctness columns by the sum of all and rename them to meanCorrect, meanPartial, meanIncorrect\n",
+    "df_analytics_corr_temp['sum'] = df_analytics_corr_temp['CORRECT'] + df_analytics_corr_temp['PARTIAL'] + df_analytics_corr_temp['INCORRECT']\n",
+    "df_analytics_corr_temp['meanCorrect'] = df_analytics_corr_temp['CORRECT'] / df_analytics_corr_temp['sum']\n",
+    "df_analytics_corr_temp['meanPartial'] = df_analytics_corr_temp['PARTIAL'] / df_analytics_corr_temp['sum']\n",
+    "df_analytics_corr_temp['meanIncorrect'] = df_analytics_corr_temp['INCORRECT'] / df_analytics_corr_temp['sum']\n",
+    "\n",
+    "# Aggregate the correctness columns for each participantId and courseId\n",
+    "df_analytics_correctness = df_analytics_corr_temp.groupby(['participantId', 'courseId']).agg({\n",
+    "    'meanCorrect': 'sum',\n",
+    "    'meanPartial': 'sum',\n",
+    "    'meanIncorrect': 'sum'\n",
+    "}).reset_index().rename(columns={\n",
+    "    'meanCorrect': 'meanCorrectCount',\n",
+    "    'meanPartial': 'meanPartialCount',\n",
+    "    'meanIncorrect': 'meanWrongCount'\n",
+    "})\n",
+    "df_analytics_correctness.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Map the counts in the corresponding analytics dataframe to a single level\n",
+    "df_analytics_counts.columns = df_analytics_counts.columns.map('_'.join).str.strip('_')\n",
+    "df_analytics_counts = df_analytics_counts.rename(columns={\n",
+    "    'score_sum': 'totalScore',\n",
+    "    'pointsAwarded_sum': 'totalPoints',\n",
+    "    'xpAwarded_sum': 'totalXp',\n",
+    "    'timeSpent_sum': 'totalTimeSpent',\n",
+    "    'elementInstanceId_count': 'trialsCount',\n",
+    "    'elementInstanceId_nunique': 'responseCount'\n",
+    "})\n",
+    "df_analytics_counts.head()\n",
+    "\n",
+    "# Combine the analytics counts and correctness dataframes based on the unique participantId and courseId combinations\n",
+    "df_analytics = pd.merge(df_analytics_counts, df_analytics_correctness, on=['participantId', 'courseId'])\n",
+    "df_analytics.head()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Add Computed Metrics to the Database"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Create daily analytics entries for all participants\n",
+    "for index, row in df_analytics.iterrows():\n",
+    "    db.participantanalytics.upsert(\n",
+    "        where={\n",
+    "            'type_courseId_participantId_timestamp': {\n",
+    "                'type': 'DAILY',\n",
+    "                'courseId': row['courseId'],\n",
+    "                'participantId': row['participantId'],\n",
+    "                'timestamp': specific_date + 'T00:00:00.000Z'\n",
+    "            }\n",
+    "        },\n",
+    "        data={\n",
+    "            'create': {\n",
+    "                'type': 'DAILY',\n",
+    "                'timestamp': specific_date + 'T00:00:00.000Z',\n",
+    "                'trialsCount': row['trialsCount'],\n",
+    "                'responseCount': row['responseCount'],\n",
+    "                'totalScore': row['totalScore'],\n",
+    "                'totalPoints': row['totalPoints'],\n",
+    "                'totalXp': row['totalXp'],\n",
+    "                'meanCorrectCount': row['meanCorrectCount'],\n",
+    "                'meanPartialCorrectCount': row['meanPartialCount'],\n",
+    "                'meanWrongCount': row['meanWrongCount'],\n",
+    "                'participant': {\n",
+    "                    'connect': {\n",
+    "                        'id': row['participantId']\n",
+    "                    }\n",
+    "                },\n",
+    "                'course': {\n",
+    "                    'connect': {\n",
+    "                        'id': row['courseId']\n",
+    "                    }\n",
+    "                }\n",
+    "            },\n",
+    "            'update': {}\n",
+    "        }\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Cleanup"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-3uz8SvN3-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/apps/analytics/pyproject.toml b/apps/analytics/pyproject.toml
index b4e33c687a..8b041e3a58 100644
--- a/apps/analytics/pyproject.toml
+++ b/apps/analytics/pyproject.toml
@@ -2,7 +2,7 @@
 name = "@klicker-uzh/analytics"
 version = "0.0.1"
 description = ""
-authors = ["Roland Schlaefli <roland.schlaefli@df.uzh.ch>"]
+authors = ["Roland Schlaefli <roland.schlaefli@df.uzh.ch>", "Julius Schlapbach <julius.schlapbach@df.uzh.ch>"]
 license = "AGPL-3.0"
 readme = "README.md"
 packages = [{include = "@klicker_uzh"}]
diff --git a/packages/prisma/src/prisma/migrations/20240826113537_participant_analytics_correctness_counts/migration.sql b/packages/prisma/src/prisma/migrations/20240826113537_participant_analytics_correctness_counts/migration.sql
new file mode 100644
index 0000000000..c112489bbd
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20240826113537_participant_analytics_correctness_counts/migration.sql
@@ -0,0 +1,16 @@
+/*
+  Warnings:
+
+  - You are about to drop the column `meanFirstCorrectCount` on the `ParticipantAnalytics` table. All the data in the column will be lost.
+  - You are about to drop the column `meanLastCorrectCount` on the `ParticipantAnalytics` table. All the data in the column will be lost.
+  - You are about to drop the column `collectedAchievements` on the `ParticipantAnalytics` table. All the data in the column will be lost.
+
+*/
+-- AlterTable
+ALTER TABLE "ParticipantAnalytics" DROP COLUMN "meanFirstCorrectCount",
+DROP COLUMN "meanLastCorrectCount",
+DROP COLUMN "collectedAchievements",
+ADD COLUMN     "firstCorrectCount" REAL,
+ADD COLUMN     "firstWrongCount" REAL,
+ADD COLUMN     "lastCorrectCount" REAL,
+ADD COLUMN     "lastWrongCount" REAL;
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index f97cf80092..dcd1b15f3d 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -18,7 +18,7 @@ model ParticipantAnalytics {
 
   timestamp DateTime @db.Date
 
-  // unsolvedQuestionsCount = responseCount - AggregatedAnalytics.totalElementsAvailable
+  // unsolvedQuestionsCount = AggregatedAnalytics.totalElementsAvailable - responseCount
   trialsCount   Int // total number of questions attempted
   responseCount Int // total number of unique questions attempted
 
@@ -27,16 +27,17 @@ model ParticipantAnalytics {
   totalPoints Int
   totalXp     Int
 
-  // meanTrialsCount = meanCorrectCount + meanPartialCorrectCount + meanWrongCount
-  meanCorrectCount        Float @db.Real // aggregated over all questions
-  meanPartialCorrectCount Float @db.Real // aggregated over all questions
-  meanWrongCount          Float @db.Real // aggregated over all questions
-
-  // divide by responseCount to get the correctness rate
-  meanFirstCorrectCount Float @db.Real // aggregated over all questions
-  meanLastCorrectCount  Float @db.Real // aggregated over all questions
-
-  collectedAchievements String[]
+  // responseCount = meanCorrectCount + meanPartialCorrectCount + meanWrongCount
+  meanCorrectCount        Float @db.Real // mean over responses to same question and sum over all questions
+  meanPartialCorrectCount Float @db.Real // mean over responses to same question and sum over all questions
+  meanWrongCount          Float @db.Real // mean over responses to same question and sum over all questions
+
+  // divide by responseCount to get the correctness rate (COURSE LEVEL ONLY)
+  // values can be computed based on firstCorrectness and lastCorrectness on QuestionResponse
+  firstCorrectCount Float? @db.Real // aggregated over all questions (sum)
+  lastCorrectCount  Float? @db.Real // aggregated over all questions (sum)
+  firstWrongCount   Float? @db.Real // aggregated over all questions (sum)
+  lastWrongCount    Float? @db.Real // aggregated over all questions (sum)
 
   competencyAnalytics CompetencyAnalytics[]
 

From a1736ff46f6e7ccb43def0b292ea3df977f3e7f9 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Tue, 27 Aug 2024 18:31:06 +0200
Subject: [PATCH 04/38] feat: add scripts to compute periodic participant
 learning analytics from past question response details (#4213)

---
 apps/analytics/src/__init__.py                |   2 +
 apps/analytics/src/modules/__init__.py        |   1 +
 .../modules/participant_analytics/__init__.py |   5 +
 .../aggregate_analytics.py                    | 145 ++++++++++++++
 .../compute_correctness.py                    | 164 ++++++++++++++++
 .../compute_participant_analytics.py          |  30 +++
 .../compute_participant_course_analytics.py   | 110 +++++++++++
 .../get_participant_responses.py              |  86 +++++++++
 .../save_participant_analytics.py             |  92 +++++++++
 apps/analytics/src/notebooks/__init__.py      |   0
 .../daily_participant_analytics.ipynb         |   4 +-
 .../notebooks/archive}/notebook.ipynb         |   0
 .../{ => src/notebooks/archive}/test.ipynb    |   0
 .../src/notebooks/participant_analytics.ipynb | 181 ++++++++++++++++++
 .../migration.sql                             |  36 ++++
 .../prisma/src/prisma/schema/analytics.prisma |  22 ++-
 16 files changed, 876 insertions(+), 2 deletions(-)
 create mode 100644 apps/analytics/src/__init__.py
 create mode 100644 apps/analytics/src/modules/__init__.py
 create mode 100644 apps/analytics/src/modules/participant_analytics/__init__.py
 create mode 100644 apps/analytics/src/modules/participant_analytics/aggregate_analytics.py
 create mode 100644 apps/analytics/src/modules/participant_analytics/compute_correctness.py
 create mode 100644 apps/analytics/src/modules/participant_analytics/compute_participant_analytics.py
 create mode 100644 apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py
 create mode 100644 apps/analytics/src/modules/participant_analytics/get_participant_responses.py
 create mode 100644 apps/analytics/src/modules/participant_analytics/save_participant_analytics.py
 create mode 100644 apps/analytics/src/notebooks/__init__.py
 rename apps/analytics/{ => src/notebooks/archive}/daily_participant_analytics.ipynb (98%)
 rename apps/analytics/{ => src/notebooks/archive}/notebook.ipynb (100%)
 rename apps/analytics/{ => src/notebooks/archive}/test.ipynb (100%)
 create mode 100644 apps/analytics/src/notebooks/participant_analytics.ipynb
 create mode 100644 packages/prisma/src/prisma/migrations/20240827152536_computed_at_analytics/migration.sql

diff --git a/apps/analytics/src/__init__.py b/apps/analytics/src/__init__.py
new file mode 100644
index 0000000000..62529e8970
--- /dev/null
+++ b/apps/analytics/src/__init__.py
@@ -0,0 +1,2 @@
+from .modules import *
+from .notebooks import *
diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
new file mode 100644
index 0000000000..9751f844cc
--- /dev/null
+++ b/apps/analytics/src/modules/__init__.py
@@ -0,0 +1 @@
+from .participant_analytics import compute_correctness, get_participant_responses
diff --git a/apps/analytics/src/modules/participant_analytics/__init__.py b/apps/analytics/src/modules/participant_analytics/__init__.py
new file mode 100644
index 0000000000..1212544995
--- /dev/null
+++ b/apps/analytics/src/modules/participant_analytics/__init__.py
@@ -0,0 +1,5 @@
+from .compute_correctness import compute_correctness
+from .get_participant_responses import get_participant_responses
+from .aggregate_analytics import aggregate_analytics
+from .save_participant_analytics import save_participant_analytics
+from .compute_participant_course_analytics import compute_participant_course_analytics
diff --git a/apps/analytics/src/modules/participant_analytics/aggregate_analytics.py b/apps/analytics/src/modules/participant_analytics/aggregate_analytics.py
new file mode 100644
index 0000000000..5ff48f9a69
--- /dev/null
+++ b/apps/analytics/src/modules/participant_analytics/aggregate_analytics.py
@@ -0,0 +1,145 @@
+import pandas as pd
+
+
+def aggregate_analytics(df_details, df_course_responses=None):
+    # Aggregate the question response details for the participant and course level
+    df_analytics_counts = (
+        df_details.groupby(["participantId", "courseId"])
+        .agg(
+            {
+                "score": "sum",
+                "pointsAwarded": "sum",
+                "xpAwarded": "sum",
+                "timeSpent": "sum",
+                "elementInstanceId": [
+                    "count",
+                    "nunique",
+                ],  # count = trialsCount, nunique = responseCount
+            }
+        )
+        .reset_index()
+    )
+
+    # Count the 'CORRECT', 'PARTIAL', and 'INCORRECT' entries for each participantId and elementInstanceId combination
+    df_analytics_corr_temp = (
+        df_details.groupby(
+            ["participantId", "elementInstanceId", "courseId", "correctness"]
+        )
+        .size()
+        .unstack(fill_value=0)
+        .reset_index()
+    )
+
+    # Divide each of the correctness columns by the sum of all and rename them to meanCorrect, meanPartial, meanIncorrect
+    correctCount = (
+        df_analytics_corr_temp["CORRECT"]
+        if "CORRECT" in df_analytics_corr_temp.columns
+        else 0
+    )
+    partialCount = (
+        df_analytics_corr_temp["PARTIAL"]
+        if "PARTIAL" in df_analytics_corr_temp.columns
+        else 0
+    )
+    incorrectCount = (
+        df_analytics_corr_temp["INCORRECT"]
+        if "INCORRECT" in df_analytics_corr_temp.columns
+        else 0
+    )
+
+    df_analytics_corr_temp["sum"] = correctCount + partialCount + incorrectCount
+    df_analytics_corr_temp["meanCorrect"] = (
+        df_analytics_corr_temp["CORRECT"] / df_analytics_corr_temp["sum"]
+        if "CORRECT" in df_analytics_corr_temp.columns
+        else 0
+    )
+    df_analytics_corr_temp["meanPartial"] = (
+        df_analytics_corr_temp["PARTIAL"] / df_analytics_corr_temp["sum"]
+        if "PARTIAL" in df_analytics_corr_temp.columns
+        else 0
+    )
+    df_analytics_corr_temp["meanIncorrect"] = (
+        df_analytics_corr_temp["INCORRECT"] / df_analytics_corr_temp["sum"]
+        if "INCORRECT" in df_analytics_corr_temp.columns
+        else 0
+    )
+
+    # Aggregate the correctness columns for each participantId and courseId
+    df_analytics_correctness = (
+        df_analytics_corr_temp.groupby(["participantId", "courseId"])
+        .agg({"meanCorrect": "sum", "meanPartial": "sum", "meanIncorrect": "sum"})
+        .reset_index()
+        .rename(
+            columns={
+                "meanCorrect": "meanCorrectCount",
+                "meanPartial": "meanPartialCount",
+                "meanIncorrect": "meanWrongCount",
+            }
+        )
+    )
+
+    # Map the counts in the corresponding analytics dataframe to a single level
+    df_analytics_counts.columns = df_analytics_counts.columns.map("_".join).str.strip(
+        "_"
+    )
+    df_analytics_counts = df_analytics_counts.rename(
+        columns={
+            "score_sum": "totalScore",
+            "pointsAwarded_sum": "totalPoints",
+            "xpAwarded_sum": "totalXp",
+            "timeSpent_sum": "totalTimeSpent",
+            "elementInstanceId_count": "trialsCount",
+            "elementInstanceId_nunique": "responseCount",
+        }
+    )
+
+    df_course_analytics = None
+    if df_course_responses is not None:
+        # Count entries where firstResponseCorrectness is 'CORRECT', 'WRONG' and lastResponseCorrectness is 'CORRECT', 'WRONG' into separate columns - grouped by participantId and courseId
+        df_course_analytics = (
+            df_course_responses.groupby(["participantId", "courseId"])
+            .agg(
+                {
+                    "firstResponseCorrectness": [
+                        ("correct", lambda x: (x == "CORRECT").sum()),
+                        ("wrong", lambda x: (x == "WRONG").sum()),
+                    ],
+                    "lastResponseCorrectness": [
+                        ("correct", lambda x: (x == "CORRECT").sum()),
+                        ("wrong", lambda x: (x == "WRONG").sum()),
+                    ],
+                }
+            )
+            .reset_index()
+        )
+        df_course_analytics.columns = df_course_analytics.columns.map(
+            "_".join
+        ).str.strip("_")
+        df_course_analytics = df_course_analytics.rename(
+            columns={
+                "firstResponseCorrectness_correct": "firstCorrectCount",
+                "firstResponseCorrectness_wrong": "firstWrongCount",
+                "lastResponseCorrectness_correct": "lastCorrectCount",
+                "lastResponseCorrectness_wrong": "lastWrongCount",
+            }
+        )
+
+    # Combine the analytics counts and correctness dataframes based on the unique participantId and courseId combinations
+    if df_course_analytics is None:
+        df_analytics = pd.merge(
+            df_analytics_counts,
+            df_analytics_correctness,
+            on=["participantId", "courseId"],
+        )
+    else:
+        df_analytics = pd.merge(
+            df_analytics_counts,
+            pd.merge(
+                df_analytics_correctness,
+                df_course_analytics,
+                on=["participantId", "courseId"],
+            ),
+            on=["participantId", "courseId"],
+        )
+
+    return df_analytics
diff --git a/apps/analytics/src/modules/participant_analytics/compute_correctness.py b/apps/analytics/src/modules/participant_analytics/compute_correctness.py
new file mode 100644
index 0000000000..b1cb4f8c9f
--- /dev/null
+++ b/apps/analytics/src/modules/participant_analytics/compute_correctness.py
@@ -0,0 +1,164 @@
+import pandas as pd
+
+
+def map_element_instance_options(instance):
+    instance_dict = instance.dict()
+    return {
+        "elementInstanceId": instance_dict["id"],
+        "type": instance_dict["elementData"]["type"],
+        "options": (
+            instance_dict["elementData"]["options"]
+            if "options" in instance_dict["elementData"]
+            else None
+        ),
+    }
+
+
+def compute_correctness_columns(df_element_instances, row):
+    element_instance = df_element_instances[
+        df_element_instances["elementInstanceId"] == row["elementInstanceId"]
+    ].iloc[0]
+    response = row["response"]
+    options = element_instance["options"]
+
+    if element_instance["type"] == "FLASHCARD" or element_instance["type"] == "CONTENT":
+        return None
+
+    elif element_instance["type"] == "SC":
+        selected_choice = response["choices"][0]
+        correct_choice = next(
+            (choice["ix"] for choice in options["choices"] if choice["correct"]), None
+        )
+        return "CORRECT" if selected_choice == correct_choice else "INCORRECT"
+
+    elif element_instance["type"] == "MC" or element_instance["type"] == "KPRIM":
+        selected_choices = response["choices"]
+        correct_choices = [
+            choice["ix"] for choice in options["choices"] if choice["correct"]
+        ]
+        available_choices = len(options["choices"])
+
+        selected_choices_array = [
+            1 if ix in selected_choices else 0 for ix in range(available_choices)
+        ]
+        correct_choices_array = [
+            1 if ix in correct_choices else 0 for ix in range(available_choices)
+        ]
+        hamming_distance = sum(
+            [
+                1
+                for i in range(available_choices)
+                if selected_choices_array[i] != correct_choices_array[i]
+            ]
+        )
+
+        if element_instance["type"] == "MC":
+            correctness = max(-2 * hamming_distance / available_choices + 1, 0)
+            if correctness == 1:
+                return "CORRECT"
+            elif correctness == 0:
+                return "INCORRECT"
+            else:
+                return "PARTIAL"
+        elif element_instance["type"] == "KPRIM":
+            return (
+                "CORRECT"
+                if hamming_distance == 0
+                else "PARTIAL" if hamming_distance == 1 else "INCORRECT"
+            )
+
+    elif element_instance["type"] == "NUMERICAL":
+        response_value = float(response["value"])
+        within_range = list(
+            map(
+                lambda range: float(range["min"])
+                <= response_value
+                <= float(range["max"]),
+                options["solutionRanges"],
+            )
+        )
+        if any(within_range):
+            return "CORRECT"
+
+        return "INCORRECT"
+
+    elif element_instance["type"] == "FREE_TEXT":
+        response_value = response["value"]
+        solutions = list(
+            map(lambda solution: solution.strip().lower(), options["solutions"])
+        )
+        if response_value.strip().lower() in solutions:
+            return "CORRECT"
+
+        return "INCORRECT"
+
+    else:
+        raise ValueError("Unknown element type: {}".format(element_instance["type"]))
+
+
+def compute_correctness(db, df_details, verbose=False):
+    if len(df_details) == 0:
+        print("No question response details found for the given date.")
+        return None, None
+
+    df_details["course_start_date"] = pd.to_datetime(df_details["course_start_date"])
+    df_details["course_end_date"] = pd.to_datetime(df_details["course_end_date"])
+    df_details = df_details[
+        (df_details["course_start_date"] <= df_details["createdAt"])
+        & (df_details["course_end_date"] >= df_details["createdAt"])
+    ]
+
+    if verbose:
+        print(
+            "Number of question response details after course date filtering:",
+            len(df_details),
+        )
+
+    # Filter out the columns that are not needed
+    df_details = df_details[
+        [
+            "score",
+            "pointsAwarded",
+            "xpAwarded",
+            "timeSpent",
+            "response",
+            "elementInstanceId",
+            "participantId",
+            "courseId",
+        ]
+    ]
+
+    if verbose:
+        print("Question detail responses:", len(df_details))
+        print("Columns:", df_details.columns)
+
+    # Compute correctness of the responses and add them as a separate column
+    # Get related element instances
+    element_instance_ids = df_details["elementInstanceId"].unique()
+    element_instances = db.elementinstance.find_many(
+        where={"id": {"in": element_instance_ids.tolist()}}
+    )
+
+    # Map the element instances to the corresponding elementData.options entries and convert it to a dataframe
+    df_element_instances = pd.DataFrame(
+        list(map(map_element_instance_options, element_instances))
+    )
+
+    # If no element instances were found for the given element instance ids, return None
+    if len(df_element_instances) == 0:
+        print("No element instances found for the given element instance ids.")
+        return None, None
+
+    # Compute the correctness for every response entry based on the element instance options (depending on the type of the element)
+    df_details["correctness"] = df_details.apply(
+        lambda x: compute_correctness_columns(df_element_instances, x), axis=1
+    )
+    df_details = df_details.dropna(subset=["correctness"])
+
+    if verbose:
+        print(
+            "Number of question response details with correctness computed (no flashcards / content elements):",
+            len(df_details),
+        )
+
+    return df_details, df_element_instances
diff --git a/apps/analytics/src/modules/participant_analytics/compute_participant_analytics.py b/apps/analytics/src/modules/participant_analytics/compute_participant_analytics.py
new file mode 100644
index 0000000000..c6ed154804
--- /dev/null
+++ b/apps/analytics/src/modules/participant_analytics/compute_participant_analytics.py
@@ -0,0 +1,30 @@
+from .get_participant_responses import get_participant_responses
+from .compute_correctness import compute_correctness
+from .aggregate_analytics import aggregate_analytics
+from .save_participant_analytics import save_participant_analytics
+
+
+def compute_participant_analytics(
+    db, start_date, end_date, timestamp, analytics_type="DAILY", verbose=False
+):
+    df_details = get_participant_responses(db, start_date, end_date, verbose)
+
+    # Compute the correctness of each question response detail
+    df_details, df_element_instances = compute_correctness(db, df_details, verbose)
+
+    if df_details is None:
+        print(f"No participant responses found for {start_date} to {end_date}.")
+        del df_details
+        del df_element_instances
+        return
+
+    # Compute participant analytics (score/xp counts and correctness statistics)
+    df_analytics = aggregate_analytics(df_details)
+
+    # Save the aggreagted analytics into the database
+    save_participant_analytics(db, df_analytics, timestamp, analytics_type)
+
+    # Delete the dataframes to avoid conflicts in the next iteration
+    del df_details
+    del df_element_instances
+    del df_analytics
diff --git a/apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py b/apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py
new file mode 100644
index 0000000000..9aed9528d1
--- /dev/null
+++ b/apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py
@@ -0,0 +1,110 @@
+import pandas as pd
+from datetime import datetime
+from .compute_correctness import compute_correctness
+from .aggregate_analytics import aggregate_analytics
+from .save_participant_analytics import save_participant_analytics
+
+
+def compute_participant_course_analytics(db, df_courses, verbose=False):
+    # Count failure cases
+    courses_without_responses = 0
+
+    for idx, course in df_courses.iterrows():
+        print(
+            f"Computing participant analytics for course {idx} out of {len(df_courses)}"
+        )
+        course_id = course["id"]
+        course_start_date = course["startDate"]
+        course_end_date = course["endDate"]
+        course_id = course["id"]
+
+        # Find all participants and corresponding linked responses through the participations
+        participations = db.participation.find_many(
+            where={"courseId": course_id},
+            include={
+                "participant": {
+                    "include": {
+                        "detailQuestionResponses": {
+                            "where": {
+                                "createdAt": {
+                                    "gte": course_start_date,
+                                    "lte": course_end_date,
+                                }
+                            },
+                        },
+                        "questionResponses": True,
+                    }
+                }
+            },
+        )
+
+        # Create a dataframe containing all detail responses
+        participations_dict = list(map(lambda x: x.dict(), participations))
+        details_dict = list(
+            map(
+                lambda x: x["participant"]["detailQuestionResponses"],
+                participations_dict,
+            )
+        )
+        responses_dict = list(
+            map(lambda x: x["participant"]["questionResponses"], participations_dict)
+        )
+
+        details = [item for sublist in details_dict for item in sublist]
+        responses = [item for sublist in responses_dict for item in sublist]
+        if len(details) == 0 or len(responses) == 0:
+            courses_without_responses += 1
+            print(
+                "No detail responses or response entries found for course {}".format(
+                    course_id
+                )
+            )
+            continue
+
+        # Create pandas dataframe containing all question responses and details
+        df_details = pd.DataFrame(details)
+        df_responses = pd.DataFrame(responses)
+        df_responses = df_responses[
+            [
+                "courseId",
+                "participantId",
+                "firstResponseCorrectness",
+                "lastResponseCorrectness",
+            ]
+        ]
+
+        # Add the course start and end dates to the dataframe
+        df_details["course_start_date"] = course_start_date
+        df_details["course_end_date"] = course_end_date
+        df_details["courseId"] = course_id
+
+        # Compute the correctness of each question response detail
+        df_details, df_element_instances = compute_correctness(db, df_details, verbose)
+
+        if df_details is None:
+            print(
+                f"No participant responses found for {course_start_date} to {course_end_date}."
+            )
+            del df_details
+            del df_element_instances
+            continue
+
+        # Compute participant analytics (score/xp counts and correctness statistics)
+        df_analytics = aggregate_analytics(df_details, df_responses)
+
+        # Save the aggreagted analytics into the database
+        end_curr_date = datetime.now().strftime("%Y-%m-%d") + "T23:59:59.999Z"
+        course_end_date_ext = course_end_date.strftime("%Y-%m-%d") + "T23:59:59.999Z"
+        timestamp = (
+            course_end_date_ext
+            if course_end_date_ext < end_curr_date
+            else end_curr_date
+        )
+        save_participant_analytics(db, df_analytics, timestamp, "COURSE")
+
+        # Delete the dataframes to avoid conflicts in the next iteration
+        del df_details
+        del df_element_instances
+        del df_analytics
+
+    return courses_without_responses
diff --git a/apps/analytics/src/modules/participant_analytics/get_participant_responses.py b/apps/analytics/src/modules/participant_analytics/get_participant_responses.py
new file mode 100644
index 0000000000..010638c8cf
--- /dev/null
+++ b/apps/analytics/src/modules/participant_analytics/get_participant_responses.py
@@ -0,0 +1,86 @@
+import pandas as pd
+from datetime import date
+
+
+def map_details(detail, participantId):
+    courseId = (
+        detail["practiceQuiz"]["courseId"]
+        if detail["practiceQuiz"]
+        else detail["microLearning"]["courseId"]
+    )
+    return {**detail, "participantId": participantId, "courseId": courseId}
+
+
+def map_participants(participant):
+    participant_dict = participant.dict()
+    return list(
+        map(
+            lambda detail: map_details(detail, participant_dict["id"]),
+            participant_dict["detailQuestionResponses"],
+        )
+    )
+
+
+def convert_to_df(participants):
+    return pd.DataFrame(
+        [
+            item
+            for sublist in list(map(map_participants, participants))
+            for item in sublist
+        ]
+    )
+
+
+# Add the course start and end date to the dataframe for filtering of question response details later on
+def set_course_dates(detail):
+    if detail["practiceQuiz"] is not None:
+        course = detail["practiceQuiz"]["course"]
+        detail["course_start_date"] = course["startDate"]
+        detail["course_end_date"] = course["endDate"]
+    elif detail["microLearning"] is not None:
+        course = detail["microLearning"]["course"]
+        detail["course_start_date"] = course["startDate"]
+        detail["course_end_date"] = course["endDate"]
+    else:
+        # If the instance is not part of a practice quiz or microlearning, set the start date far into the future -> no analytics should be computed
+        detail["course_start_date"] = date(9999, 12, 31)
+        detail["course_end_date"] = date(9999, 12, 31)
+
+    return detail
+
+
+def get_participant_responses(db, start_date, end_date, verbose=False):
+    participant_response_details = db.participant.find_many(
+        include={
+            "detailQuestionResponses": {
+                "where": {"createdAt": {"gte": start_date, "lte": end_date}},
+                "include": {
+                    "practiceQuiz": {"include": {"course": True}},
+                    "microLearning": {"include": {"course": True}},
+                },
+            },
+        }
+    )
+
+    if verbose:
+        # Print the first 5 question response details
+        print(
+            "Found {} participants for the timespan from {} to {}".format(
+                len(participant_response_details), start_date, end_date
+            )
+        )
+        print(participant_response_details[0])
+
+    # Convert the question response details to a pandas dataframe
+    df_details = convert_to_df(participant_response_details)
+
+    # Filter out the question response details that are not within the course dates and do not consider them for the analysis
+    if verbose:
+        print(
+            "Number of question response details before course date filtering:",
+            len(df_details),
+        )
+
+    df_details = df_details.apply(set_course_dates, axis=1)
+
+    return df_details
diff --git a/apps/analytics/src/modules/participant_analytics/save_participant_analytics.py b/apps/analytics/src/modules/participant_analytics/save_participant_analytics.py
new file mode 100644
index 0000000000..dd8af34f3b
--- /dev/null
+++ b/apps/analytics/src/modules/participant_analytics/save_participant_analytics.py
@@ -0,0 +1,92 @@
+from datetime import datetime
+
+
+def save_participant_analytics(db, df_analytics, timestamp, analytics_type="DAILY"):
+    computedAt = datetime.now().strftime("%Y-%m-%d") + "T00:00:00.000Z"
+
+    # Create daily / weekly / monthly analytics entries for all participants
+    if analytics_type in ["DAILY", "WEEKLY", "MONTHLY"]:
+        for _, row in df_analytics.iterrows():
+            db.participantanalytics.upsert(
+                where={
+                    "type_courseId_participantId_timestamp": {
+                        "type": analytics_type,
+                        "courseId": row["courseId"],
+                        "participantId": row["participantId"],
+                        "timestamp": timestamp,
+                    }
+                },
+                data={
+                    "create": {
+                        "type": analytics_type,
+                        "timestamp": timestamp,
+                        "computedAt": computedAt,
+                        "trialsCount": row["trialsCount"],
+                        "responseCount": row["responseCount"],
+                        "totalScore": row["totalScore"],
+                        "totalPoints": row["totalPoints"],
+                        "totalXp": row["totalXp"],
+                        "meanCorrectCount": row["meanCorrectCount"],
+                        "meanPartialCorrectCount": row["meanPartialCount"],
+                        "meanWrongCount": row["meanWrongCount"],
+                        "participant": {"connect": {"id": row["participantId"]}},
+                        "course": {"connect": {"id": row["courseId"]}},
+                    },
+                    "update": {},
+                },
+            )
+
+    # Create or update course-wide analytics entries (should be unique for participant / course combination)
+    elif analytics_type == "COURSE":
+        timestamp_const = "1970-01-01T00:00:00.000Z"
+        for _, row in df_analytics.iterrows():
+            db.participantanalytics.upsert(
+                where={
+                    "type_courseId_participantId_timestamp": {
+                        "type": analytics_type,
+                        "courseId": row["courseId"],
+                        "participantId": row["participantId"],
+                        "timestamp": timestamp_const,
+                    }
+                },
+                data={
+                    "create": {
+                        "type": "COURSE",
+                        "timestamp": timestamp_const,
+                        "computedAt": computedAt,
+                        "trialsCount": row["trialsCount"],
+                        "responseCount": row["responseCount"],
+                        "totalScore": row["totalScore"],
+                        "totalPoints": row["totalPoints"],
+                        "totalXp": row["totalXp"],
+                        "meanCorrectCount": row["meanCorrectCount"],
+                        "meanPartialCorrectCount": row["meanPartialCount"],
+                        "meanWrongCount": row["meanWrongCount"],
+                        "firstCorrectCount": row["firstCorrectCount"],
+                        "firstWrongCount": row["firstWrongCount"],
+                        "lastCorrectCount": row["lastCorrectCount"],
+                        "lastWrongCount": row["lastWrongCount"],
+                        "participant": {"connect": {"id": row["participantId"]}},
+                        "course": {"connect": {"id": row["courseId"]}},
+                    },
+                    "update": {
+                        "timestamp": timestamp_const,
+                        "computedAt": computedAt,
+                        "trialsCount": row["trialsCount"],
+                        "responseCount": row["responseCount"],
+                        "totalScore": row["totalScore"],
+                        "totalPoints": row["totalPoints"],
+                        "totalXp": row["totalXp"],
+                        "meanCorrectCount": row["meanCorrectCount"],
+                        "meanPartialCorrectCount": row["meanPartialCount"],
+                        "meanWrongCount": row["meanWrongCount"],
+                        "firstCorrectCount": row["firstCorrectCount"],
+                        "firstWrongCount": row["firstWrongCount"],
+                        "lastCorrectCount": row["lastCorrectCount"],
+                        "lastWrongCount": row["lastWrongCount"],
+                    },
+                },
+            )
+
+    else:
+        raise ValueError("Unknown analytics type: {}".format(analytics_type))
diff --git a/apps/analytics/src/notebooks/__init__.py b/apps/analytics/src/notebooks/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/apps/analytics/daily_participant_analytics.ipynb b/apps/analytics/src/notebooks/archive/daily_participant_analytics.ipynb
similarity index 98%
rename from apps/analytics/daily_participant_analytics.ipynb
rename to apps/analytics/src/notebooks/archive/daily_participant_analytics.ipynb
index 8bc2dbad40..07aec1ea62 100644
--- a/apps/analytics/daily_participant_analytics.ipynb
+++ b/apps/analytics/src/notebooks/archive/daily_participant_analytics.ipynb
@@ -4,7 +4,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Preparation & Data Fetching"
+    "## Preparation & Data Fetching (slightly outdated)\n",
+    "\n",
+    "New version (participant_analytics) takes into account the course start and end dates to limit the computational cost."
    ]
   },
   {
diff --git a/apps/analytics/notebook.ipynb b/apps/analytics/src/notebooks/archive/notebook.ipynb
similarity index 100%
rename from apps/analytics/notebook.ipynb
rename to apps/analytics/src/notebooks/archive/notebook.ipynb
diff --git a/apps/analytics/test.ipynb b/apps/analytics/src/notebooks/archive/test.ipynb
similarity index 100%
rename from apps/analytics/test.ipynb
rename to apps/analytics/src/notebooks/archive/test.ipynb
diff --git a/apps/analytics/src/notebooks/participant_analytics.ipynb b/apps/analytics/src/notebooks/participant_analytics.ipynb
new file mode 100644
index 0000000000..4ccd85f5f8
--- /dev/null
+++ b/apps/analytics/src/notebooks/participant_analytics.ipynb
@@ -0,0 +1,181 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Preparation & Data Fetching"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "import sys\n",
+    "sys.path.append('../../')\n",
+    "\n",
+    "from src.modules.participant_analytics.compute_participant_analytics import compute_participant_analytics\n",
+    "from src.modules.participant_analytics.compute_participant_course_analytics import compute_participant_course_analytics\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ['DATABASE_URL'] = 'postgresql://klicker:klicker@localhost:5432/klicker-prod'\n",
+    "\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False\n",
+    "\n",
+    "# Settings which analytics to compute\n",
+    "compute_daily = True\n",
+    "compute_weekly = True\n",
+    "compute_monthly = True\n",
+    "compute_course = True"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Daily / Weekly / Monthly Analytics"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print all dates between the 2022-10-23 and today\n",
+    "start_date = '2022-10-01'\n",
+    "end_date = datetime.now().strftime('%Y-%m-%d')\n",
+    "date_range_daily = pd.date_range(start=start_date, end=end_date, freq='D')\n",
+    "date_range_weekly = pd.date_range(start=start_date, end=end_date, freq='W')\n",
+    "date_range_monthly = pd.date_range(start=start_date, end=end_date, freq='ME')\n",
+    "\n",
+    "if compute_daily:\n",
+    "    # Iterate over the date range and compute the participant analytics for each day\n",
+    "    for curr_date in date_range_daily:\n",
+    "        print(f'Computing daily participant analytics for {curr_date.strftime('%Y-%m-%d')}')\n",
+    "        specific_date = curr_date.strftime('%Y-%m-%d')\n",
+    "\n",
+    "        # Fetch all question response detail entries for a specific day\n",
+    "        start_date = specific_date + 'T00:00:00.000Z'\n",
+    "        end_date = specific_date + 'T23:59:59.999Z'\n",
+    "\n",
+    "        # Compute participant analytics for a specific day\n",
+    "        timestamp = start_date\n",
+    "        compute_participant_analytics(db, start_date, end_date, timestamp, \"DAILY\", verbose)\n",
+    "\n",
+    "if compute_weekly:\n",
+    "    # Iterate over the date range and compute the participant analytics for each week\n",
+    "    for curr_date in date_range_weekly:\n",
+    "        # Fetch all question response detail entries for a specific week\n",
+    "        end_date = curr_date.strftime('%Y-%m-%d') + 'T23:59:59.999Z'\n",
+    "        start_date = (curr_date - pd.DateOffset(days=6)).strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
+    "        print(f'Computing weekly participant analytics for {start_date} to {end_date}')\n",
+    "\n",
+    "        # Compute participant analytics for a specific week\n",
+    "        timestamp = end_date\n",
+    "        compute_participant_analytics(db, start_date, end_date, timestamp, \"WEEKLY\", verbose)\n",
+    "\n",
+    "if compute_monthly:\n",
+    "    # Iterate over the date range and compute the participant analytics for each month\n",
+    "    for curr_date in date_range_monthly:\n",
+    "        # Fetch all question response detail entries for a specific month\n",
+    "        end_date = curr_date.strftime('%Y-%m-%d') + 'T23:59:59.999Z'\n",
+    "        start_date = (curr_date - pd.offsets.MonthBegin(1)).strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
+    "        print(f'Computing monthly participant analytics for {start_date} to {end_date}')\n",
+    "\n",
+    "        # Compute participant analytics for a specific month\n",
+    "        timestamp = end_date\n",
+    "        compute_participant_analytics(db, start_date, end_date, timestamp, \"MONTHLY\", verbose)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Course-Wide Participant Analytics (update daily?)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Fetch all ongoing / past courses\n",
+    "if compute_course:\n",
+    "    curr_date = '2024-08-27'\n",
+    "    courses = db.course.find_many(\n",
+    "        where={\n",
+    "            # Incremental scripts can add this statement to reduce the amount of required computations\n",
+    "            # 'endDate': {\n",
+    "            #     'gt': datetime.now().strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
+    "            # }\n",
+    "            'startDate': {\n",
+    "                'lte': curr_date + 'T23:59:59.999Z'\n",
+    "            }\n",
+    "        }\n",
+    "    )\n",
+    "\n",
+    "    df_courses = pd.DataFrame(list(map(lambda x: x.dict(), courses)))\n",
+    "    print(\"Found {} courses with a start date before {}\".format(len(df_courses), curr_date))\n",
+    "\n",
+    "    courses_without_responses = compute_participant_course_analytics(db, df_courses, verbose)\n",
+    "\n",
+    "    print(\"Found {} courses without any responses\".format(courses_without_responses))\n",
+    "        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Disconnect from the database\n",
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-3uz8SvN3-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/packages/prisma/src/prisma/migrations/20240827152536_computed_at_analytics/migration.sql b/packages/prisma/src/prisma/migrations/20240827152536_computed_at_analytics/migration.sql
new file mode 100644
index 0000000000..f4a5ba068d
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20240827152536_computed_at_analytics/migration.sql
@@ -0,0 +1,36 @@
+/*
+  Warnings:
+
+  - Added the required column `updatedAt` to the `AggregatedAnalytics` table without a default value. This is not possible if the table is not empty.
+  - Added the required column `updatedAt` to the `AggregatedCompetencyAnalytics` table without a default value. This is not possible if the table is not empty.
+  - Added the required column `updatedAt` to the `AggregatedCourseAnalytics` table without a default value. This is not possible if the table is not empty.
+  - Added the required column `updatedAt` to the `CompetencyAnalytics` table without a default value. This is not possible if the table is not empty.
+  - Added the required column `updatedAt` to the `ParticipantAnalytics` table without a default value. This is not possible if the table is not empty.
+  - Added the required column `updatedAt` to the `ParticipantCourseAnalytics` table without a default value. This is not possible if the table is not empty.
+
+*/
+-- AlterTable
+ALTER TABLE "AggregatedAnalytics" ADD COLUMN     "computedAt" DATE NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "updatedAt" TIMESTAMP(3) NOT NULL;
+
+-- AlterTable
+ALTER TABLE "AggregatedCompetencyAnalytics" ADD COLUMN     "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "updatedAt" TIMESTAMP(3) NOT NULL;
+
+-- AlterTable
+ALTER TABLE "AggregatedCourseAnalytics" ADD COLUMN     "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "updatedAt" TIMESTAMP(3) NOT NULL;
+
+-- AlterTable
+ALTER TABLE "CompetencyAnalytics" ADD COLUMN     "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "updatedAt" TIMESTAMP(3) NOT NULL;
+
+-- AlterTable
+ALTER TABLE "ParticipantAnalytics" ADD COLUMN     "computedAt" DATE NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "updatedAt" TIMESTAMP(3) NOT NULL;
+
+-- AlterTable
+ALTER TABLE "ParticipantCourseAnalytics" ADD COLUMN     "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+ADD COLUMN     "updatedAt" TIMESTAMP(3) NOT NULL;
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index dcd1b15f3d..ef1a1e8fd2 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -16,7 +16,8 @@ model ParticipantAnalytics {
   id   Int           @id @default(autoincrement())
   type AnalyticsType
 
-  timestamp DateTime @db.Date
+  timestamp  DateTime @db.Date
+  computedAt DateTime @db.Date @default(now())
 
   // unsolvedQuestionsCount = AggregatedAnalytics.totalElementsAvailable - responseCount
   trialsCount   Int // total number of questions attempted
@@ -47,6 +48,9 @@ model ParticipantAnalytics {
   course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
   courseId String @db.Uuid
 
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
   @@unique([type, courseId, participantId, timestamp])
 }
 
@@ -57,6 +61,7 @@ model AggregatedAnalytics {
 
   // all quantities are defined as the values at the end of the selected timeframe
   timestamp              DateTime @db.Date
+  computedAt             DateTime @db.Date @default(now())
   responseCount          Int
   participantCount       Int
   totalScore             Int
@@ -69,6 +74,9 @@ model AggregatedAnalytics {
   course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
   courseId String @db.Uuid
 
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
   @@unique([type, courseId, timestamp])
 }
 
@@ -87,6 +95,9 @@ model CompetencyAnalytics {
   participantAnalytics   ParticipantAnalytics @relation(fields: [participantAnalyticsId], references: [id], onDelete: Cascade, onUpdate: Cascade)
   participantAnalyticsId Int
 
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
   @@unique([competencyId, participantAnalyticsId])
 }
 
@@ -105,6 +116,9 @@ model AggregatedCompetencyAnalytics {
   aggregatedAnalytics   AggregatedAnalytics @relation(fields: [aggregatedAnalyticsId], references: [id], onDelete: Cascade, onUpdate: Cascade)
   aggregatedAnalyticsId Int
 
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
   @@unique([competencyId, aggregatedAnalyticsId])
 }
 
@@ -123,6 +137,9 @@ model ParticipantCourseAnalytics {
   participant   Participant @relation(fields: [participantId], references: [id], onDelete: Cascade, onUpdate: Cascade)
   participantId String      @db.Uuid
 
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+
   @@unique([courseId, participantId])
 }
 
@@ -140,6 +157,9 @@ model AggregatedCourseAnalytics {
 
   course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
   courseId String @db.Uuid
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
 }
 
 model CompetencyTree {

From 71aeaa5115d4c1c99ca88d073d05478eba81386e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Roland=20Schl=C3=A4fli?= <rolandschlaefli@gmail.com>
Date: Mon, 11 Nov 2024 10:41:41 +0100
Subject: [PATCH 05/38] chore: improve documentation and structure of analytics
 service

---
 apps/analytics/README.md         |  24 +
 apps/analytics/package.json      |  13 +
 apps/analytics/poetry.lock       | 812 ++++++++++++++++---------------
 apps/analytics/pyproject.toml    |   8 +-
 apps/analytics/{ => src}/main.py |   0
 pnpm-lock.yaml                   | 164 +++----
 6 files changed, 536 insertions(+), 485 deletions(-)
 create mode 100644 apps/analytics/README.md
 create mode 100644 apps/analytics/package.json
 rename apps/analytics/{ => src}/main.py (100%)

diff --git a/apps/analytics/README.md b/apps/analytics/README.md
new file mode 100644
index 0000000000..80e0cafcbb
--- /dev/null
+++ b/apps/analytics/README.md
@@ -0,0 +1,24 @@
+# KlickerUZH Analytics
+
+This service computes learning analytics for KlickerUZH, providing insights into student learning patterns and performance metrics.
+
+## Requirements
+
+- Python 3.12.x (e.g., installed through `asdf`)
+- Node.js 20.x.x
+- Poetry
+
+## Setup
+
+- The project uses Poetry for dependency management and environment isolation. Make sure you have Poetry installed before proceeding. Then run `poetry install` in this folder to prepare the virtual environment.
+- The project uses PNPM to simplify the execution of scripts and to provide a watch mode for execution. Make sure that you have executed `pnpm install` in the repository before trying to run the commands below.
+- Make sure that all `.prisma` files are available in `prisma/`. If this is not the case, run the `util/sync-schema.sh` script first.
+- Make sure that a valid Python environment is used (3.12). If poetry tries to use an environment not matching specifications, the install command or script execution might fail. The Python binary to be used can be set expliticly using `poetry env use /Users/.../bin/python` (after which `poetry install` has to be run). Tools like `asdf` allow the clean management of multiple Python versions on a single machine.
+
+## Available Commands
+
+The following commands are available through PNPM:
+
+- `pnpm generate` - Generate the Prisma client for database access in Python
+- `pnpm main` - Run the analytics service
+- `pnpm dev` - Start the service in watch mode for development
diff --git a/apps/analytics/package.json b/apps/analytics/package.json
new file mode 100644
index 0000000000..9541005ca9
--- /dev/null
+++ b/apps/analytics/package.json
@@ -0,0 +1,13 @@
+{
+  "name": "@klicker-uzh/analytics",
+  "version": "3.3.0-alpha.8",
+  "license": "AGPL-3.0",
+  "devDependencies": {
+    "nodemon": "~3.1.7"
+  },
+  "scripts": {
+    "dev": "doppler run --config dev -- nodemon --exec 'poetry run poe main' --watch src,prisma --ext py,prisma",
+    "generate": "poetry run poe generate",
+    "main": "doppler run --config dev -- poetry run poe main"
+  }
+}
diff --git a/apps/analytics/poetry.lock b/apps/analytics/poetry.lock
index b059494c73..246effdd8b 100644
--- a/apps/analytics/poetry.lock
+++ b/apps/analytics/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -13,13 +13,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.4.0"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
-    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+    {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
+    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
 ]
 
 [package.dependencies]
@@ -27,9 +27,9 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "appnope"
@@ -62,89 +62,89 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.17.0"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -194,33 +194,37 @@ test = ["pytest"]
 
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 name = "debugpy"
-version = "1.8.5"
+version = "1.8.8"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -236,13 +240,13 @@ files = [
 
 [[package]]
 name = "executing"
-version = "2.0.1"
+version = "2.1.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
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+    {file = "executing-2.1.0.tar.gz", hash = "sha256:8ea27ddd260da8150fa5a708269c4a10e76161e2496ec3e587da9e3c0fe4b9ab"},
 ]
 
 [package.extras]
@@ -261,13 +265,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.5"
+version = "1.0.6"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "httpcore-1.0.6.tar.gz", hash = "sha256:73f6dbd6eb8c21bbf7ef8efad555481853f5f6acdeaff1edb0694289269ee17f"},
 ]
 
 [package.dependencies]
@@ -278,17 +282,17 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.27.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -303,18 +307,22 @@ brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "ipykernel"
 version = "6.29.5"
@@ -350,13 +358,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.26.0"
+version = "8.29.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
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+    {file = "ipython-8.29.0.tar.gz", hash = "sha256:40b60e15b22591450eef73e40a027cf77bd652e757523eebc5bd7c7c498290eb"},
 ]
 
 [package.dependencies]
@@ -386,22 +394,22 @@ test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "num
 
 [[package]]
 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
+    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.3,<0.9.0"
+parso = ">=0.8.4,<0.9.0"
 
 [package.extras]
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+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jinja2"
@@ -422,13 +430,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.2"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -464,71 +472,72 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
 
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 name = "packaging"
-version = "24.1"
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 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
@@ -750,19 +762,19 @@ ptyprocess = ">=0.5"
 
 [[package]]
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-type = ["mypy (>=1.8)"]
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+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "poethepoet"
@@ -784,13 +796,13 @@ poetry-plugin = ["poetry (>=1.0,<2.0)"]
 
 [[package]]
 name = "prisma"
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 [package.dependencies]
@@ -809,13 +821,13 @@ node = ["nodejs-bin"]
 
 [[package]]
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+version = "3.0.48"
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 [package.dependencies]
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 [package.extras]
-test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
+dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "wheel"]
+test = ["pytest", "pytest-xdist", "setuptools"]
 
 [[package]]
 name = "ptyprocess"
@@ -888,18 +901,18 @@ files = [
 
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 [package.dependencies]
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+annotated-types = ">=0.6.0"
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 typing-extensions = [
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     {version = ">=4.6.1", markers = "python_version < \"3.13\""},
@@ -907,103 +920,104 @@ typing-extensions = [
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
+timezone = ["tzdata"]
 
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+    {file = "pydantic_core-2.23.4.tar.gz", hash = "sha256:2584f7cf844ac4d970fba483a717dbe10c1c1c96a969bf65d61ffe94df1b2863"},
 ]
 
 [package.dependencies]
@@ -1071,36 +1085,40 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytz"
-version = "2024.1"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
-    {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
+    {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
+    {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
 ]
 
 [[package]]
 name = "pywin32"
-version = "306"
+version = "308"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "pywin32-308-cp38-cp38-win32.whl", hash = "sha256:5794e764ebcabf4ff08c555b31bd348c9025929371763b2183172ff4708152f0"},
+    {file = "pywin32-308-cp38-cp38-win_amd64.whl", hash = "sha256:3b92622e29d651c6b783e368ba7d6722b1634b8e70bd376fd7610fe1992e19de"},
+    {file = "pywin32-308-cp39-cp39-win32.whl", hash = "sha256:7873ca4dc60ab3287919881a7d4f88baee4a6e639aa6962de25a98ba6b193341"},
+    {file = "pywin32-308-cp39-cp39-win_amd64.whl", hash = "sha256:71b3322d949b4cc20776436a9c9ba0eeedcbc9c650daa536df63f0ff111bb920"},
 ]
 
 [[package]]
@@ -1267,13 +1285,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.0.2"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+    {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
+    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
 ]
 
 [[package]]
@@ -1335,13 +1353,13 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
 [[package]]
@@ -1369,4 +1387,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.12"
-content-hash = "4982b71a45b56d2d6336dacf424bef938e744116396f7f520361c45276edd1a9"
+content-hash = "cc9a07ad04c87d0144e932c34865a5896db7681a8bf164998005dcbdae821ce1"
diff --git a/apps/analytics/pyproject.toml b/apps/analytics/pyproject.toml
index 8b041e3a58..5d8ae008b7 100644
--- a/apps/analytics/pyproject.toml
+++ b/apps/analytics/pyproject.toml
@@ -5,13 +5,13 @@ description = ""
 authors = ["Roland Schlaefli <roland.schlaefli@df.uzh.ch>", "Julius Schlapbach <julius.schlapbach@df.uzh.ch>"]
 license = "AGPL-3.0"
 readme = "README.md"
-packages = [{include = "@klicker_uzh"}]
+package-mode = false
 
 [tool.poetry.dependencies]
 python = "^3.12"
 pandas = "2.2.2"
-prisma = "0.14.0"
-xlsxwriter = "^3.2.0"
+prisma = "0.15.0"
+xlsxwriter = "3.2.0"
 
 [tool.poetry.dev-dependencies]
 poethepoet = "0.27.0"
@@ -26,7 +26,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poe.tasks]
 generate = "prisma generate"
-main = "doppler run --config dev -- python main.py"
+main = "doppler run --config dev -- python -m src.main"
 
 [tool.pyright]
 typeCheckingMode = "strict"
diff --git a/apps/analytics/main.py b/apps/analytics/src/main.py
similarity index 100%
rename from apps/analytics/main.py
rename to apps/analytics/src/main.py
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 51d0e637f7..1653506c43 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -48,6 +48,12 @@ importers:
         specifier: ~2.6.0
         version: 2.6.0
 
+  apps/analytics:
+    devDependencies:
+      nodemon:
+        specifier: ~3.1.7
+        version: 3.1.7
+
   apps/auth:
     dependencies:
       '@klicker-uzh/i18n':
@@ -17079,7 +17085,7 @@ snapshots:
 
   '@azure/msal-common@4.5.1':
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -17176,7 +17182,7 @@ snapshots:
       '@babel/traverse': 7.25.4
       '@babel/types': 7.25.4
       convert-source-map: 1.9.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       gensync: 1.0.0-beta.2
       json5: 2.2.3
       semver: 6.3.1
@@ -17196,7 +17202,7 @@ snapshots:
       '@babel/traverse': 7.25.7
       '@babel/types': 7.25.8
       convert-source-map: 2.0.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       gensync: 1.0.0-beta.2
       json5: 2.2.3
       semver: 6.3.1
@@ -17216,7 +17222,7 @@ snapshots:
       '@babel/traverse': 7.25.4
       '@babel/types': 7.25.4
       convert-source-map: 2.0.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       gensync: 1.0.0-beta.2
       json5: 2.2.3
       semver: 6.3.1
@@ -17236,7 +17242,7 @@ snapshots:
       '@babel/traverse': 7.25.7
       '@babel/types': 7.25.8
       convert-source-map: 2.0.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       gensync: 1.0.0-beta.2
       json5: 2.2.3
       semver: 6.3.1
@@ -17349,7 +17355,7 @@ snapshots:
       '@babel/core': 7.21.8
       '@babel/helper-compilation-targets': 7.25.7
       '@babel/helper-plugin-utils': 7.24.8
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       lodash.debounce: 4.0.8
       resolve: 1.22.8
     transitivePeerDependencies:
@@ -17360,7 +17366,7 @@ snapshots:
       '@babel/core': 7.25.2
       '@babel/helper-compilation-targets': 7.25.7
       '@babel/helper-plugin-utils': 7.24.8
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       lodash.debounce: 4.0.8
       resolve: 1.22.8
     transitivePeerDependencies:
@@ -17371,7 +17377,7 @@ snapshots:
       '@babel/core': 7.25.8
       '@babel/helper-compilation-targets': 7.25.7
       '@babel/helper-plugin-utils': 7.24.8
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       lodash.debounce: 4.0.8
       resolve: 1.22.8
     transitivePeerDependencies:
@@ -19546,7 +19552,7 @@ snapshots:
       '@babel/parser': 7.25.8
       '@babel/template': 7.25.0
       '@babel/types': 7.25.4
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       globals: 11.12.0
     transitivePeerDependencies:
       - supports-color
@@ -19558,7 +19564,7 @@ snapshots:
       '@babel/parser': 7.25.8
       '@babel/template': 7.25.7
       '@babel/types': 7.25.8
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       globals: 11.12.0
     transitivePeerDependencies:
       - supports-color
@@ -19592,7 +19598,7 @@ snapshots:
       '@ionic/utils-subprocess': 2.1.14
       '@ionic/utils-terminal': 2.3.5
       commander: 9.5.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       env-paths: 2.2.1
       kleur: 4.1.5
       native-run: 1.7.4
@@ -19636,7 +19642,7 @@ snapshots:
       chalk: 4.1.2
       cypress: 13.15.0
       dayjs: 1.11.13
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       execa: 4.1.0
       globby: 11.1.0
       istanbul-lib-coverage: 3.2.2
@@ -19655,7 +19661,7 @@ snapshots:
       chalk: 4.1.2
       cypress: 13.15.0
       dayjs: 1.11.13
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       execa: 4.1.0
       globby: 11.1.0
       istanbul-lib-coverage: 3.2.2
@@ -19692,7 +19698,7 @@ snapshots:
       '@babel/preset-env': 7.25.4(@babel/core@7.25.8)
       babel-loader: 9.2.1(@babel/core@7.25.8)(webpack@5.94.0(@swc/core@1.3.101(@swc/helpers@0.5.13)))
       bluebird: 3.7.1
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       lodash: 4.17.21
       webpack: 5.94.0(@swc/core@1.3.101(@swc/helpers@0.5.13))
     transitivePeerDependencies:
@@ -19704,7 +19710,7 @@ snapshots:
       '@babel/preset-env': 7.25.4(@babel/core@7.25.8)
       babel-loader: 9.2.1(@babel/core@7.25.8)(webpack@5.94.0)
       bluebird: 3.7.1
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       lodash: 4.17.21
       webpack: 5.94.0
     transitivePeerDependencies:
@@ -20872,7 +20878,7 @@ snapshots:
   '@eslint/eslintrc@0.4.3':
     dependencies:
       ajv: 6.12.6
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       espree: 7.3.1
       globals: 13.24.0
       ignore: 4.0.6
@@ -20886,7 +20892,7 @@ snapshots:
   '@eslint/eslintrc@2.1.4':
     dependencies:
       ajv: 6.12.6
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       espree: 9.6.1
       globals: 13.24.0
       ignore: 5.3.2
@@ -21391,7 +21397,7 @@ snapshots:
       '@types/js-yaml': 4.0.9
       '@whatwg-node/fetch': 0.9.21
       chalk: 4.1.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       dotenv: 16.4.5
       graphql: 16.9.0
       graphql-request: 6.1.0(graphql@16.9.0)
@@ -21543,7 +21549,7 @@ snapshots:
   '@humanwhocodes/config-array@0.11.14':
     dependencies:
       '@humanwhocodes/object-schema': 2.0.3
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       minimatch: 3.1.2
     transitivePeerDependencies:
       - supports-color
@@ -21551,7 +21557,7 @@ snapshots:
   '@humanwhocodes/config-array@0.5.0':
     dependencies:
       '@humanwhocodes/object-schema': 1.2.1
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       minimatch: 3.1.2
     transitivePeerDependencies:
       - supports-color
@@ -21747,14 +21753,14 @@ snapshots:
   '@ionic/cli-framework-output@2.2.8':
     dependencies:
       '@ionic/utils-terminal': 2.3.5
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       tslib: 2.8.0
     transitivePeerDependencies:
       - supports-color
 
   '@ionic/utils-array@2.1.6':
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       tslib: 2.8.0
     transitivePeerDependencies:
       - supports-color
@@ -21762,7 +21768,7 @@ snapshots:
   '@ionic/utils-fs@3.1.7':
     dependencies:
       '@types/fs-extra': 8.1.5
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       fs-extra: 9.1.0
       tslib: 2.8.0
     transitivePeerDependencies:
@@ -21770,7 +21776,7 @@ snapshots:
 
   '@ionic/utils-object@2.1.6':
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       tslib: 2.8.0
     transitivePeerDependencies:
       - supports-color
@@ -21779,7 +21785,7 @@ snapshots:
     dependencies:
       '@ionic/utils-object': 2.1.6
       '@ionic/utils-terminal': 2.3.4
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       signal-exit: 3.0.7
       tree-kill: 1.2.2
       tslib: 2.8.0
@@ -21788,7 +21794,7 @@ snapshots:
 
   '@ionic/utils-stream@3.1.6':
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       tslib: 2.8.0
     transitivePeerDependencies:
       - supports-color
@@ -21801,7 +21807,7 @@ snapshots:
       '@ionic/utils-stream': 3.1.6
       '@ionic/utils-terminal': 2.3.4
       cross-spawn: 7.0.3
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       tslib: 2.8.0
     transitivePeerDependencies:
       - supports-color
@@ -21809,7 +21815,7 @@ snapshots:
   '@ionic/utils-terminal@2.3.4':
     dependencies:
       '@types/slice-ansi': 4.0.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       signal-exit: 3.0.7
       slice-ansi: 4.0.0
       string-width: 4.2.3
@@ -21823,7 +21829,7 @@ snapshots:
   '@ionic/utils-terminal@2.3.5':
     dependencies:
       '@types/slice-ansi': 4.0.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       signal-exit: 3.0.7
       slice-ansi: 4.0.0
       string-width: 4.2.3
@@ -22107,7 +22113,7 @@ snapshots:
   '@microsoft/dev-tunnels-contracts@1.1.9':
     dependencies:
       buffer: 5.7.1
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       vscode-jsonrpc: 4.0.0
     transitivePeerDependencies:
       - supports-color
@@ -22117,7 +22123,7 @@ snapshots:
       '@microsoft/dev-tunnels-contracts': 1.1.9
       axios: 1.7.7(debug@4.3.7)
       buffer: 5.7.1
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       vscode-jsonrpc: 4.0.0
     transitivePeerDependencies:
       - supports-color
@@ -24974,7 +24980,7 @@ snapshots:
       '@typescript-eslint/scope-manager': 5.62.0
       '@typescript-eslint/type-utils': 5.62.0(eslint@7.32.0)(typescript@4.9.5)
       '@typescript-eslint/utils': 5.62.0(eslint@7.32.0)(typescript@4.9.5)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 7.32.0
       graphemer: 1.4.0
       ignore: 5.3.2
@@ -24993,7 +24999,7 @@ snapshots:
       '@typescript-eslint/scope-manager': 5.62.0
       '@typescript-eslint/type-utils': 5.62.0(eslint@7.32.0)(typescript@5.6.3)
       '@typescript-eslint/utils': 5.62.0(eslint@7.32.0)(typescript@5.6.3)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 7.32.0
       graphemer: 1.4.0
       ignore: 5.3.2
@@ -25012,7 +25018,7 @@ snapshots:
       '@typescript-eslint/scope-manager': 5.62.0
       '@typescript-eslint/type-utils': 5.62.0(eslint@8.45.0)(typescript@5.6.3)
       '@typescript-eslint/utils': 5.62.0(eslint@8.45.0)(typescript@5.6.3)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 8.45.0
       graphemer: 1.4.0
       ignore: 5.3.2
@@ -25029,7 +25035,7 @@ snapshots:
       '@typescript-eslint/scope-manager': 5.62.0
       '@typescript-eslint/types': 5.62.0
       '@typescript-eslint/typescript-estree': 5.62.0(typescript@4.9.5)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 7.32.0
     optionalDependencies:
       typescript: 4.9.5
@@ -25041,7 +25047,7 @@ snapshots:
       '@typescript-eslint/scope-manager': 5.62.0
       '@typescript-eslint/types': 5.62.0
       '@typescript-eslint/typescript-estree': 5.62.0(typescript@5.6.3)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 7.32.0
     optionalDependencies:
       typescript: 5.6.3
@@ -25054,7 +25060,7 @@ snapshots:
       '@typescript-eslint/types': 6.21.0
       '@typescript-eslint/typescript-estree': 6.21.0(typescript@5.6.3)
       '@typescript-eslint/visitor-keys': 6.21.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 8.45.0
     optionalDependencies:
       typescript: 5.6.3
@@ -25075,7 +25081,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/typescript-estree': 5.62.0(typescript@4.9.5)
       '@typescript-eslint/utils': 5.62.0(eslint@7.32.0)(typescript@4.9.5)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 7.32.0
       tsutils: 3.21.0(typescript@4.9.5)
     optionalDependencies:
@@ -25087,7 +25093,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/typescript-estree': 5.62.0(typescript@5.6.3)
       '@typescript-eslint/utils': 5.62.0(eslint@7.32.0)(typescript@5.6.3)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 7.32.0
       tsutils: 3.21.0(typescript@5.6.3)
     optionalDependencies:
@@ -25099,7 +25105,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/typescript-estree': 5.62.0(typescript@5.6.3)
       '@typescript-eslint/utils': 5.62.0(eslint@8.45.0)(typescript@5.6.3)
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       eslint: 8.45.0
       tsutils: 3.21.0(typescript@5.6.3)
     optionalDependencies:
@@ -25115,7 +25121,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/types': 5.62.0
       '@typescript-eslint/visitor-keys': 5.62.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       globby: 11.1.0
       is-glob: 4.0.3
       semver: 7.6.3
@@ -25129,7 +25135,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/types': 5.62.0
       '@typescript-eslint/visitor-keys': 5.62.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       globby: 11.1.0
       is-glob: 4.0.3
       semver: 7.6.3
@@ -25143,7 +25149,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/types': 6.21.0
       '@typescript-eslint/visitor-keys': 6.21.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       globby: 11.1.0
       is-glob: 4.0.3
       minimatch: 9.0.3
@@ -25582,13 +25588,13 @@ snapshots:
 
   agent-base@6.0.2:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
   agent-base@7.1.1:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -25937,7 +25943,7 @@ snapshots:
   azure-functions-core-tools@4.0.6280:
     dependencies:
       chalk: 3.0.0
-      extract-zip: 2.0.1
+      extract-zip: 2.0.1(supports-color@8.1.1)
       https-proxy-agent: 5.0.0
       progress: 2.0.3
       rimraf: 4.4.1
@@ -27624,7 +27630,7 @@ snapshots:
   detect-port@1.6.1:
     dependencies:
       address: 1.2.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -27844,7 +27850,7 @@ snapshots:
       base64id: 2.0.0
       cookie: 0.4.2
       cors: 2.8.5
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       engine.io-parser: 5.2.3
       ws: 8.17.1
     transitivePeerDependencies:
@@ -28082,7 +28088,7 @@ snapshots:
 
   eslint-import-resolver-typescript@3.6.1(@typescript-eslint/parser@6.21.0(eslint@8.45.0)(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@8.45.0):
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       enhanced-resolve: 5.17.1
       eslint: 8.45.0
       eslint-module-utils: 2.12.0(@typescript-eslint/parser@6.21.0(eslint@8.45.0)(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.1(@typescript-eslint/parser@6.21.0(eslint@8.45.0)(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@8.45.0))(eslint@8.45.0)
@@ -28292,7 +28298,7 @@ snapshots:
       ajv: 6.12.6
       chalk: 4.1.2
       cross-spawn: 7.0.3
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       doctrine: 3.0.0
       enquirer: 2.4.1
       escape-string-regexp: 4.0.0
@@ -28341,7 +28347,7 @@ snapshots:
       ajv: 6.12.6
       chalk: 4.1.2
       cross-spawn: 7.0.3
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       doctrine: 3.0.0
       escape-string-regexp: 4.0.0
       eslint-scope: 7.2.2
@@ -28556,16 +28562,6 @@ snapshots:
 
   extract-files@11.0.0: {}
 
-  extract-zip@2.0.1:
-    dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
-      get-stream: 5.2.0
-      yauzl: 2.10.0
-    optionalDependencies:
-      '@types/yauzl': 2.10.3
-    transitivePeerDependencies:
-      - supports-color
-
   extract-zip@2.0.1(supports-color@8.1.1):
     dependencies:
       debug: 4.3.7(supports-color@8.1.1)
@@ -28794,7 +28790,7 @@ snapshots:
 
   follow-redirects@1.15.9(debug@4.3.7):
     optionalDependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
 
   for-each@0.3.3:
     dependencies:
@@ -29604,7 +29600,7 @@ snapshots:
   http-proxy-agent@7.0.2:
     dependencies:
       agent-base: 7.1.1
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -29651,14 +29647,14 @@ snapshots:
   https-proxy-agent@5.0.0:
     dependencies:
       agent-base: 6.0.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
   https-proxy-agent@7.0.5:
     dependencies:
       agent-base: 7.1.1
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -29827,7 +29823,7 @@ snapshots:
   ioredis@4.28.5:
     dependencies:
       cluster-key-slot: 1.1.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       denque: 1.5.1
       lodash.defaults: 4.2.0
       lodash.flatten: 4.4.0
@@ -29844,7 +29840,7 @@ snapshots:
     dependencies:
       '@ioredis/commands': 1.2.0
       cluster-key-slot: 1.1.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       denque: 2.1.0
       lodash.defaults: 4.2.0
       lodash.isarguments: 3.1.0
@@ -30170,7 +30166,7 @@ snapshots:
 
   istanbul-lib-source-maps@4.0.1:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       istanbul-lib-coverage: 3.2.2
       source-map: 0.6.1
     transitivePeerDependencies:
@@ -30798,7 +30794,7 @@ snapshots:
     dependencies:
       chalk: 5.3.0
       commander: 12.1.0
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       execa: 8.0.1
       lilconfig: 3.1.2
       listr2: 8.2.5
@@ -31029,7 +31025,7 @@ snapshots:
       body-parser: 1.20.3
       cookie-parser: 1.4.7
       cors: 2.8.5
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       express: 4.21.1
       fast-url-parser: 1.1.3
       got: 11.8.6
@@ -31811,7 +31807,7 @@ snapshots:
   micromark@3.2.0:
     dependencies:
       '@types/debug': 4.1.12
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       decode-named-character-reference: 1.0.2
       micromark-core-commonmark: 1.1.0
       micromark-factory-space: 1.1.0
@@ -31833,7 +31829,7 @@ snapshots:
   micromark@4.0.0:
     dependencies:
       '@types/debug': 4.1.12
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       decode-named-character-reference: 1.0.2
       devlop: 1.1.0
       micromark-core-commonmark: 2.0.1
@@ -32000,7 +31996,7 @@ snapshots:
 
   mquery@5.0.0:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -32063,7 +32059,7 @@ snapshots:
       '@ionic/utils-fs': 3.1.7
       '@ionic/utils-terminal': 2.3.5
       bplist-parser: 0.3.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       elementtree: 0.1.7
       ini: 3.0.1
       plist: 3.1.0
@@ -34332,7 +34328,7 @@ snapshots:
 
   require-in-the-middle@7.4.0:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       module-details-from-path: 1.0.3
       resolve: 1.22.8
     transitivePeerDependencies:
@@ -34411,7 +34407,7 @@ snapshots:
 
   rhea-promise@3.0.3:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       rhea: 3.0.3
       tslib: 2.8.0
     transitivePeerDependencies:
@@ -34419,7 +34415,7 @@ snapshots:
 
   rhea@3.0.3:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -34630,7 +34626,7 @@ snapshots:
     dependencies:
       '@types/debug': 4.1.12
       '@types/validator': 13.12.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       dottie: 2.0.6
       inflection: 1.13.4
       lodash: 4.17.21
@@ -34932,7 +34928,7 @@ snapshots:
 
   socket.io-adapter@2.5.5:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       ws: 8.17.1
     transitivePeerDependencies:
       - bufferutil
@@ -34942,7 +34938,7 @@ snapshots:
   socket.io-parser@4.2.4:
     dependencies:
       '@socket.io/component-emitter': 3.1.2
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -34951,7 +34947,7 @@ snapshots:
       accepts: 1.3.8
       base64id: 2.0.0
       cors: 2.8.5
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       engine.io: 6.5.5
       socket.io-adapter: 2.5.5
       socket.io-parser: 4.2.4
@@ -35047,7 +35043,7 @@ snapshots:
 
   spdy-transport@3.0.0:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       detect-node: 2.1.0
       hpack.js: 2.1.6
       obuf: 1.1.2
@@ -35058,7 +35054,7 @@ snapshots:
 
   spdy@4.0.2:
     dependencies:
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       handle-thing: 2.0.1
       http-deceiver: 1.2.7
       select-hose: 2.0.0
@@ -35855,7 +35851,7 @@ snapshots:
       cac: 6.7.14
       chokidar: 3.6.0
       consola: 3.2.3
-      debug: 4.3.7(supports-color@5.5.0)
+      debug: 4.3.7(supports-color@8.1.1)
       esbuild: 0.23.1
       execa: 5.1.1
       joycon: 3.1.1

From 85ad9dfd8195c66a828082aa7eca8193dad93279 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Mon, 11 Nov 2024 11:28:40 +0100
Subject: [PATCH 06/38] chore: fix test suite after combination of extended
 tests with new live quiz URLs (#4369)

---
 .../src/components/sessions/Session.tsx       |  2 +-
 .../src/content/components/URLForm.tsx        |  2 +-
 cypress/cypress/e2e/E-course-workflow.cy.ts   |  4 +-
 .../cypress/e2e/F-live-quiz-workflow.cy.ts    | 20 ++---
 packages/markdown/src/public/components.css   |  1 +
 packages/markdown/src/public/utilities.css    | 86 +++++++++----------
 6 files changed, 57 insertions(+), 58 deletions(-)

diff --git a/apps/frontend-manage/src/components/sessions/Session.tsx b/apps/frontend-manage/src/components/sessions/Session.tsx
index 6ee5b7f74d..e9ba259eee 100644
--- a/apps/frontend-manage/src/components/sessions/Session.tsx
+++ b/apps/frontend-manage/src/components/sessions/Session.tsx
@@ -193,7 +193,7 @@ function Session({ session }: SessionProps) {
                     disabled={startingQuiz}
                     onClick={async () => {
                       await startSession()
-                      router.push(`sessions/${session.id}/cockpit`)
+                      router.push(`quizzes/${session.id}/cockpit`)
                     }}
                     data={{ cy: `start-session-${session.name}` }}
                   >
diff --git a/apps/office-addin/src/content/components/URLForm.tsx b/apps/office-addin/src/content/components/URLForm.tsx
index ad4ae05130..f57350a6ba 100644
--- a/apps/office-addin/src/content/components/URLForm.tsx
+++ b/apps/office-addin/src/content/components/URLForm.tsx
@@ -47,7 +47,7 @@ export function URLForm({ slideID }: URLFormProps) {
           labelType="large"
           tooltip="Enter the embedding URL of the evaluation you want to add to this slide"
           className={{ root: 'w-full' }}
-          placeholder="https://manage.klicker.uzh.ch/sessions/12345/evaluation?hmac=xyz"
+          placeholder="https://manage.klicker.uzh.ch/quizzes/12345/evaluation?hmac=xyz"
           data={{ cy: 'url-form-input' }}
         />
         <Button type="submit">Embed</Button>
diff --git a/cypress/cypress/e2e/E-course-workflow.cy.ts b/cypress/cypress/e2e/E-course-workflow.cy.ts
index 292ee6efdb..48e2f53efa 100644
--- a/cypress/cypress/e2e/E-course-workflow.cy.ts
+++ b/cypress/cypress/e2e/E-course-workflow.cy.ts
@@ -513,7 +513,7 @@ describe('Test course creation and editing functionalities', () => {
     cy.reload()
 
     // create a question with sample solution
-    cy.get('[data-cy="questions"]').click()
+    cy.get('[data-cy="library"]').click()
     cy.createQuestionSC({
       title: questionTitle,
       content: questionContent,
@@ -599,7 +599,7 @@ describe('Test course creation and editing functionalities', () => {
     )
 
     // check that the live quiz has been removed from the course
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.contains('[data-cy="session-block"]', liveQuizName)
     cy.get(`[data-cy="edit-session-${liveQuizName}"]`).click()
     cy.get('[data-cy="next-or-submit"]').click()
diff --git a/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts b/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts
index 555ec58c99..c8d67ea7ac 100644
--- a/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts
+++ b/cypress/cypress/e2e/F-live-quiz-workflow.cy.ts
@@ -270,7 +270,7 @@ describe('Different live-quiz workflows', () => {
 
   it('Edit the created session and check if all settings persist', () => {
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
 
     cy.contains('[data-cy="session-block"]', sessionName1)
     cy.get(`[data-cy="edit-session-${sessionName1}"]`).click()
@@ -489,7 +489,7 @@ describe('Different live-quiz workflows', () => {
 
   it('Duplicate the live quiz', () => {
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.contains('[data-cy="session-block"]', sessionName1New)
 
     // duplicate the session and verify that the content is the same as for the original session
@@ -523,7 +523,7 @@ describe('Different live-quiz workflows', () => {
 
   it('Cleanup: Delete the duplicated live quiz', () => {
     cy.loginLecturer()
-    cy.get(`[data-cy="sessions"]`).click()
+    cy.get(`[data-cy="quizzes"]`).click()
     cy.findByText(sessionName1Dupl).should('exist')
     cy.get(`[data-cy="delete-live-quiz-${sessionName1Dupl}"]`).click()
     cy.get(`[data-cy="confirm-delete-live-quiz"]`).click()
@@ -533,7 +533,7 @@ describe('Different live-quiz workflows', () => {
   // ! Part 2: Live Quiz Control
   it('Start the created live quizzes, abort it, and restart & completes it', () => {
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.contains('[data-cy="session-block"]', sessionName1New)
 
     // start session and then abort it
@@ -568,7 +568,7 @@ describe('Different live-quiz workflows', () => {
 
   it('Cleanup: Delete the created and completed live quiz', () => {
     cy.loginLecturer()
-    cy.get(`[data-cy="sessions"]`).click()
+    cy.get(`[data-cy="quizzes"]`).click()
 
     cy.findByText(sessionName1New).should('exist')
     cy.get(`[data-cy="delete-live-quiz-${sessionName1New}"]`).click()
@@ -697,7 +697,7 @@ describe('Different live-quiz workflows', () => {
 
   it('Start the second block of the live quiz', () => {
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName2}"]`).click()
     cy.wait(1000)
 
@@ -709,7 +709,7 @@ describe('Different live-quiz workflows', () => {
 
   it('Make feedbacks visible, respond to one and disable moderation', () => {
     cy.loginLecturer()
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName2}"]`).click()
     cy.wait(1000)
 
@@ -763,7 +763,7 @@ describe('Different live-quiz workflows', () => {
   it('Close block and delete feedback / feedback response', () => {
     cy.loginLecturer()
 
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName2}"]`).click()
     cy.wait(1000)
     cy.get('[data-cy="next-block-timeline"]').click()
@@ -788,7 +788,7 @@ describe('Different live-quiz workflows', () => {
   it('End session on lecturer cockpit', () => {
     cy.loginLecturer()
 
-    cy.get('[data-cy="sessions"]').click()
+    cy.get('[data-cy="quizzes"]').click()
     cy.get(`[data-cy="session-cockpit-${sessionName2}"]`).click()
     cy.wait(1000)
     cy.get('[data-cy="next-block-timeline"]').click()
@@ -796,7 +796,7 @@ describe('Different live-quiz workflows', () => {
 
   it('Cleanup: Delete the live quiz used for the full cycle test', () => {
     cy.loginLecturer()
-    cy.get(`[data-cy="sessions"]`).click()
+    cy.get(`[data-cy="quizzes"]`).click()
 
     cy.findByText(sessionName2).should('exist')
     cy.get(`[data-cy="delete-live-quiz-${sessionName2}"]`).click()
diff --git a/packages/markdown/src/public/components.css b/packages/markdown/src/public/components.css
index e69de29bb2..8b13789179 100644
--- a/packages/markdown/src/public/components.css
+++ b/packages/markdown/src/public/components.css
@@ -0,0 +1 @@
+
diff --git a/packages/markdown/src/public/utilities.css b/packages/markdown/src/public/utilities.css
index 05776c2a66..c56dabb3e9 100644
--- a/packages/markdown/src/public/utilities.css
+++ b/packages/markdown/src/public/utilities.css
@@ -1,191 +1,189 @@
 .absolute {
-  position: absolute;
+  position: absolute
 }
 
 .relative {
-  position: relative;
+  position: relative
 }
 
 .right-2 {
-  right: 0.5rem;
+  right: 0.5rem
 }
 
 .top-2 {
-  top: 0.5rem;
+  top: 0.5rem
 }
 
 .my-1 {
   margin-top: 0.25rem;
-  margin-bottom: 0.25rem;
+  margin-bottom: 0.25rem
 }
 
 .mb-1 {
-  margin-bottom: 0.25rem;
+  margin-bottom: 0.25rem
 }
 
 .line-clamp-1 {
   overflow: hidden;
   display: -webkit-box;
   -webkit-box-orient: vertical;
-  -webkit-line-clamp: 1;
+  -webkit-line-clamp: 1
 }
 
 .line-clamp-2 {
   overflow: hidden;
   display: -webkit-box;
   -webkit-box-orient: vertical;
-  -webkit-line-clamp: 2;
+  -webkit-line-clamp: 2
 }
 
 .line-clamp-3 {
   overflow: hidden;
   display: -webkit-box;
   -webkit-box-orient: vertical;
-  -webkit-line-clamp: 3;
+  -webkit-line-clamp: 3
 }
 
 .flex {
-  display: flex;
+  display: flex
 }
 
 .h-full {
-  height: 100%;
+  height: 100%
 }
 
 .max-h-16 {
-  max-height: 4rem;
+  max-height: 4rem
 }
 
 .max-h-36 {
-  max-height: 9rem;
+  max-height: 9rem
 }
 
 .max-h-64 {
-  max-height: 16rem;
+  max-height: 16rem
 }
 
 .min-h-36 {
-  min-height: 9rem;
+  min-height: 9rem
 }
 
 .w-auto {
-  width: auto;
+  width: auto
 }
 
 .w-full {
-  width: 100%;
+  width: 100%
 }
 
 .max-w-\[50\%\] {
-  max-width: 50%;
+  max-width: 50%
 }
 
 .max-w-full {
-  max-width: 100%;
+  max-width: 100%
 }
 
 .max-w-md {
-  max-width: 28rem;
+  max-width: 28rem
 }
 
 .max-w-none {
-  max-width: none;
+  max-width: none
 }
 
 .flex-initial {
-  flex: 0 1 auto;
+  flex: 0 1 auto
 }
 
 .flex-row {
-  flex-direction: row;
+  flex-direction: row
 }
 
 .flex-col {
-  flex-direction: column;
+  flex-direction: column
 }
 
 .items-start {
-  align-items: flex-start;
+  align-items: flex-start
 }
 
 .gap-3 {
-  gap: 0.75rem;
+  gap: 0.75rem
 }
 
 .rounded {
-  border-radius: 0.25rem;
+  border-radius: 0.25rem
 }
 
 .border {
-  border-width: 1px;
+  border-width: 1px
 }
 
 .bg-white {
   --tw-bg-opacity: 1;
-  background-color: rgb(255 255 255 / var(--tw-bg-opacity));
+  background-color: rgb(255 255 255 / var(--tw-bg-opacity))
 }
 
 .object-contain {
   -o-object-fit: contain;
-  object-fit: contain;
+     object-fit: contain
 }
 
 .px-4 {
   padding-left: 1rem;
-  padding-right: 1rem;
+  padding-right: 1rem
 }
 
 .py-3 {
   padding-top: 0.75rem;
-  padding-bottom: 0.75rem;
+  padding-bottom: 0.75rem
 }
 
 .text-sm {
   font-size: 0.875rem;
-  line-height: 1.25rem;
+  line-height: 1.25rem
 }
 
 .leading-6 {
-  line-height: 1.5rem;
+  line-height: 1.5rem
 }
 
 .text-black {
   --tw-text-opacity: 1;
-  color: rgb(0 0 0 / var(--tw-text-opacity));
+  color: rgb(0 0 0 / var(--tw-text-opacity))
 }
 
 .text-slate-600 {
   --tw-text-opacity: 1;
-  color: rgb(71 85 105 / var(--tw-text-opacity));
+  color: rgb(71 85 105 / var(--tw-text-opacity))
 }
 
 .shadow {
   --tw-shadow: 0 1px 3px 0 rgb(0 0 0 / 0.1), 0 1px 2px -1px rgb(0 0 0 / 0.1);
-  --tw-shadow-colored: 0 1px 3px 0 var(--tw-shadow-color),
-    0 1px 2px -1px var(--tw-shadow-color);
-  box-shadow: var(--tw-ring-offset-shadow, 0 0 #0000),
-    var(--tw-ring-shadow, 0 0 #0000), var(--tw-shadow);
+  --tw-shadow-colored: 0 1px 3px 0 var(--tw-shadow-color), 0 1px 2px -1px var(--tw-shadow-color);
+  box-shadow: var(--tw-ring-offset-shadow, 0 0 #0000), var(--tw-ring-shadow, 0 0 #0000), var(--tw-shadow)
 }
 
 @media (hover: hover) and (pointer: fine) {
   .hover\:bg-slate-200:hover {
     --tw-bg-opacity: 1;
-    background-color: rgb(226 232 240 / var(--tw-bg-opacity));
+    background-color: rgb(226 232 240 / var(--tw-bg-opacity))
   }
 
   .hover\:text-black:hover {
     --tw-text-opacity: 1;
-    color: rgb(0 0 0 / var(--tw-text-opacity));
+    color: rgb(0 0 0 / var(--tw-text-opacity))
   }
 
   .hover\:text-white:hover {
     --tw-text-opacity: 1;
-    color: rgb(255 255 255 / var(--tw-text-opacity));
+    color: rgb(255 255 255 / var(--tw-text-opacity))
   }
 }
 
 @media (min-width: 768px) {
   .md\:max-w-\[60\%\] {
-    max-width: 60%;
+    max-width: 60%
   }
 }

From 4ca93c704f047b0822945e2fb3b42372e255eb33 Mon Sep 17 00:00:00 2001
From: sjschlapbach <julius.schlapbach@gmx.net>
Date: Tue, 3 Dec 2024 14:46:34 +0100
Subject: [PATCH 07/38] fix(apps/analytics): ensure that free text questions
 without sample solution are handled correctly

---
 .../src/modules/participant_analytics/compute_correctness.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/apps/analytics/src/modules/participant_analytics/compute_correctness.py b/apps/analytics/src/modules/participant_analytics/compute_correctness.py
index b1cb4f8c9f..d684c9ee89 100644
--- a/apps/analytics/src/modules/participant_analytics/compute_correctness.py
+++ b/apps/analytics/src/modules/participant_analytics/compute_correctness.py
@@ -83,6 +83,11 @@ def compute_correctness_columns(df_element_instances, row):
         return "INCORRECT"
 
     elif element_instance["type"] == "FREE_TEXT":
+        # if no sample solution is specified, automatically grade as correct
+        if "solutions" not in options:
+            return "CORRECT"
+
+        # otherwise, check if the response (ignoring capitalization) is included in the list of solutions
         response_value = response["value"]
         solutions = list(
             map(lambda solution: solution.strip().lower(), options["solutions"])

From 76c2300929e935b253c3fdb6df1200ea3aff3459 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Wed, 4 Dec 2024 07:11:14 +0100
Subject: [PATCH 08/38] enhance(apps/analytics): add scripts for the
 computation of aggregated analytics (#4385)

---
 apps/analytics/src/modules/__init__.py        |   1 +
 .../modules/aggregated_analytics/__init__.py  |   4 +
 .../aggregate_participant_analytics.py        |  29 ++++
 .../compute_aggregated_analytics.py           |  34 ++++
 .../load_participant_analytics.py             |  30 ++++
 .../save_aggregated_analytics.py              | 108 ++++++++++++
 .../src/notebooks/aggregated_analytics.ipynb  | 161 ++++++++++++++++++
 7 files changed, 367 insertions(+)
 create mode 100644 apps/analytics/src/modules/aggregated_analytics/__init__.py
 create mode 100644 apps/analytics/src/modules/aggregated_analytics/aggregate_participant_analytics.py
 create mode 100644 apps/analytics/src/modules/aggregated_analytics/compute_aggregated_analytics.py
 create mode 100644 apps/analytics/src/modules/aggregated_analytics/load_participant_analytics.py
 create mode 100644 apps/analytics/src/modules/aggregated_analytics/save_aggregated_analytics.py
 create mode 100644 apps/analytics/src/notebooks/aggregated_analytics.ipynb

diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
index 9751f844cc..e6d34b6e6a 100644
--- a/apps/analytics/src/modules/__init__.py
+++ b/apps/analytics/src/modules/__init__.py
@@ -1 +1,2 @@
 from .participant_analytics import compute_correctness, get_participant_responses
+from .aggregated_analytics import compute_aggregated_analytics
diff --git a/apps/analytics/src/modules/aggregated_analytics/__init__.py b/apps/analytics/src/modules/aggregated_analytics/__init__.py
new file mode 100644
index 0000000000..9fcb7c469c
--- /dev/null
+++ b/apps/analytics/src/modules/aggregated_analytics/__init__.py
@@ -0,0 +1,4 @@
+from .compute_aggregated_analytics import compute_aggregated_analytics
+from .load_participant_analytics import load_participant_analytics
+from .aggregate_participant_analytics import aggregate_participant_analytics
+from .save_aggregated_analytics import save_aggregated_analytics
diff --git a/apps/analytics/src/modules/aggregated_analytics/aggregate_participant_analytics.py b/apps/analytics/src/modules/aggregated_analytics/aggregate_participant_analytics.py
new file mode 100644
index 0000000000..74908714b3
--- /dev/null
+++ b/apps/analytics/src/modules/aggregated_analytics/aggregate_participant_analytics.py
@@ -0,0 +1,29 @@
+def aggregate_participant_analytics(df_participant_analytics, verbose=False):
+    # if the dataframe is empty, return None
+    if df_participant_analytics.empty:
+        if verbose:
+            print("No participant analytics to aggregate")
+
+        return None
+
+    # aggreagte all participant analytics for the specified time range and separate courses
+    df_aggregated_analytics = (
+        df_participant_analytics.groupby("courseId")
+        .agg(
+            {
+                "id": "count",
+                "responseCount": "sum",
+                "totalScore": "sum",
+                "totalPoints": "sum",
+                "totalXp": "sum",
+            }
+        )
+        .reset_index()
+        .rename(
+            columns={
+                "id": "participantCount",
+            }
+        )
+    )
+
+    return df_aggregated_analytics
diff --git a/apps/analytics/src/modules/aggregated_analytics/compute_aggregated_analytics.py b/apps/analytics/src/modules/aggregated_analytics/compute_aggregated_analytics.py
new file mode 100644
index 0000000000..87009e8230
--- /dev/null
+++ b/apps/analytics/src/modules/aggregated_analytics/compute_aggregated_analytics.py
@@ -0,0 +1,34 @@
+from .load_participant_analytics import load_participant_analytics
+from .aggregate_participant_analytics import aggregate_participant_analytics
+from .save_aggregated_analytics import save_aggregated_analytics
+
+
+def compute_aggregated_analytics(
+    db, start_date, end_date, timestamp, analytics_type="DAILY", verbose=False
+):
+    # load all participant analytics for the given timestamp and analytics time range
+    df_participant_analytics = load_participant_analytics(
+        db, timestamp, analytics_type, verbose
+    )
+
+    # aggregate all participant analytics values by course
+    df_aggregated_analytics = aggregate_participant_analytics(
+        df_participant_analytics, verbose
+    )
+
+    if df_aggregated_analytics is not None and verbose:
+        print("Aggregated analytics for time range:" + start_date + " to " + end_date)
+        print(df_aggregated_analytics.head())
+    elif df_aggregated_analytics is None:
+        print(
+            "No aggregated analytics to compute for time range:"
+            + start_date
+            + " to "
+            + end_date
+        )
+
+    # store the computed aggregated analytics in the database
+    if df_aggregated_analytics is not None:
+        save_aggregated_analytics(
+            db, df_aggregated_analytics, timestamp, analytics_type
+        )
diff --git a/apps/analytics/src/modules/aggregated_analytics/load_participant_analytics.py b/apps/analytics/src/modules/aggregated_analytics/load_participant_analytics.py
new file mode 100644
index 0000000000..6e4173f055
--- /dev/null
+++ b/apps/analytics/src/modules/aggregated_analytics/load_participant_analytics.py
@@ -0,0 +1,30 @@
+import pandas as pd
+
+
+def convert_to_df(analytics):
+    # convert the database query result into a pandas dataframe
+    rows = []
+    for item in analytics:
+        rows.append(dict(item))
+
+    return pd.DataFrame(rows)
+
+
+def load_participant_analytics(db, timestamp, analytics_type, verbose=False):
+    participant_analytics = db.participantanalytics.find_many(
+        where={"timestamp": timestamp, "type": analytics_type},
+    )
+
+    if verbose:
+        # Print the first participant analytics
+        print(
+            "Found {} analytics for the timespan from {} to {}".format(
+                len(participant_analytics), start_date, end_date
+            )
+        )
+        print(participant_analytics[0])
+
+    # convert the analytics to a dataframe
+    df_loaded_analytics = convert_to_df(participant_analytics)
+
+    return df_loaded_analytics
diff --git a/apps/analytics/src/modules/aggregated_analytics/save_aggregated_analytics.py b/apps/analytics/src/modules/aggregated_analytics/save_aggregated_analytics.py
new file mode 100644
index 0000000000..f224f15392
--- /dev/null
+++ b/apps/analytics/src/modules/aggregated_analytics/save_aggregated_analytics.py
@@ -0,0 +1,108 @@
+from datetime import datetime
+
+
+def save_aggregated_analytics(db, df_analytics, timestamp, analytics_type="DAILY"):
+    computedAt = datetime.now().strftime("%Y-%m-%d") + "T00:00:00.000Z"
+
+    # create daily / weekly / monthly analytics entries for all participants
+    if analytics_type in ["DAILY", "WEEKLY", "MONTHLY"]:
+        for _, row in df_analytics.iterrows():
+            db.aggregatedanalytics.upsert(
+                where={
+                    "type_courseId_timestamp": {
+                        "type": analytics_type,
+                        "courseId": row["courseId"],
+                        "timestamp": timestamp,
+                    }
+                },
+                data={
+                    "create": {
+                        "type": analytics_type,
+                        "timestamp": timestamp,
+                        "computedAt": computedAt,
+                        "participantCount": row["participantCount"],
+                        "responseCount": row["responseCount"],
+                        "totalScore": row["totalScore"],
+                        "totalPoints": row["totalPoints"],
+                        "totalXp": row["totalXp"],
+                        # TODO: set this value correctly for rolling updates in production code
+                        # (cannot be computed for past learning analytics -> therefore set to invalid value)
+                        "totalElementsAvailable": -1,
+                        "course": {"connect": {"id": row["courseId"]}},
+                    },
+                    "update": {},
+                },
+            )
+
+    # create or update course-wide analytics entries (should be unique for participant / course combination)
+    elif analytics_type == "COURSE":
+        for _, row in df_analytics.iterrows():
+            course = db.course.find_unique_or_raise(
+                where={"id": row["courseId"]},
+                include={
+                    "practiceQuizzes": {
+                        "include": {
+                            "stacks": {
+                                "include": {"elements": True},
+                            }
+                        }
+                    },
+                    "microLearnings": {
+                        "include": {
+                            "stacks": {
+                                "include": {"elements": True},
+                            }
+                        }
+                    },
+                },
+            )
+            course = dict(course)
+
+            # add all the number of elements in all practice quizzes and microlearnings together
+            totalElementsAvailable = 0
+            for practice_quiz in course["practiceQuizzes"]:
+                pq_dict = dict(practice_quiz)
+                for stack in pq_dict["stacks"]:
+                    stack_dict = dict(stack)
+                    totalElementsAvailable += len(stack_dict["elements"])
+            for microlearning in course["microLearnings"]:
+                ml_dict = dict(microlearning)
+                for stack in ml_dict["stacks"]:
+                    stack_dict = dict(stack)
+                    totalElementsAvailable += len(stack_dict["elements"])
+
+            db.aggregatedanalytics.upsert(
+                where={
+                    "type_courseId_timestamp": {
+                        "type": analytics_type,
+                        "courseId": row["courseId"],
+                        "timestamp": timestamp,
+                    }
+                },
+                data={
+                    "create": {
+                        "type": analytics_type,
+                        "timestamp": timestamp,
+                        "computedAt": computedAt,
+                        "participantCount": row["participantCount"],
+                        "responseCount": row["responseCount"],
+                        "totalScore": row["totalScore"],
+                        "totalPoints": row["totalPoints"],
+                        "totalXp": row["totalXp"],
+                        "totalElementsAvailable": totalElementsAvailable,
+                        "course": {"connect": {"id": row["courseId"]}},
+                    },
+                    "update": {
+                        "computedAt": computedAt,
+                        "participantCount": row["participantCount"],
+                        "responseCount": row["responseCount"],
+                        "totalScore": row["totalScore"],
+                        "totalPoints": row["totalPoints"],
+                        "totalXp": row["totalXp"],
+                        "totalElementsAvailable": totalElementsAvailable,
+                    },
+                },
+            )
+
+    else:
+        raise ValueError("Unknown analytics type: {}".format(analytics_type))
diff --git a/apps/analytics/src/notebooks/aggregated_analytics.ipynb b/apps/analytics/src/notebooks/aggregated_analytics.ipynb
new file mode 100644
index 0000000000..e93422901e
--- /dev/null
+++ b/apps/analytics/src/notebooks/aggregated_analytics.ipynb
@@ -0,0 +1,161 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Preparation\n",
+    "\n",
+    "This script computes analytics that are aggregated over all participants in a course over a specified time span. The corresponding results are stored in the `AggregatedAnalytics` database table. While the daily, weekly and monthly scripts are designed to run at the end of the corresponding period (only creation, no updates), the course analytics are once more meant to be updated on a regular basis (daily?). Minor changes to the calling logic of these functions will be required for continuous updates."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "import sys\n",
+    "sys.path.append('../../')\n",
+    "\n",
+    "from src.modules.aggregated_analytics.compute_aggregated_analytics import compute_aggregated_analytics"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ['DATABASE_URL'] = 'postgresql://klicker:klicker@localhost:5432/klicker-prod'\n",
+    "\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False\n",
+    "\n",
+    "# Settings which analytics to compute\n",
+    "compute_daily = True\n",
+    "compute_weekly = True\n",
+    "compute_monthly = True\n",
+    "compute_course = True"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Compute Aggregated Analytics on Course Level\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "start_date = \"2021-01-01\"\n",
+    "end_date = datetime.now().strftime(\"%Y-%m-%d\")\n",
+    "date_range_daily = pd.date_range(start=start_date, end=end_date, freq=\"D\")\n",
+    "date_range_weekly = pd.date_range(start=start_date, end=end_date, freq=\"W\")\n",
+    "date_range_monthly = pd.date_range(start=start_date, end=end_date, freq=\"ME\")\n",
+    "\n",
+    "if compute_daily:\n",
+    "    # Iterate over the date range and compute the participant analytics for each day\n",
+    "    for curr_date in date_range_daily:\n",
+    "        # determine day start and end dates required for aggregation\n",
+    "        specific_date = curr_date.strftime(\"%Y-%m-%d\")\n",
+    "        day_start = specific_date + \"T00:00:00.000Z\"\n",
+    "        day_end = specific_date + \"T23:59:59.999Z\"\n",
+    "        print(f\"Computing daily aggregated analytics (course) for {specific_date}\")\n",
+    "\n",
+    "        # compute aggregated analytics for a specific day\n",
+    "        timestamp = day_start\n",
+    "        compute_aggregated_analytics(\n",
+    "            db, day_start, day_end, timestamp, \"DAILY\", verbose\n",
+    "        )\n",
+    "\n",
+    "\n",
+    "if compute_weekly:\n",
+    "    # Iterate over the date range and compute the participant analytics for each week\n",
+    "    for curr_date in date_range_weekly:\n",
+    "        # determine week start and end dates required for aggregation\n",
+    "        week_end = curr_date.strftime(\"%Y-%m-%d\") + \"T23:59:59.999Z\"\n",
+    "        week_start = (curr_date - pd.DateOffset(days=6)).strftime(\n",
+    "            \"%Y-%m-%d\"\n",
+    "        ) + \"T00:00:00.000Z\"\n",
+    "        print(\n",
+    "            f\"Computing weekly aggregated analytics (course) for {week_start } to {week_end }\"\n",
+    "        )\n",
+    "\n",
+    "        # compute aggregated analytics for a specific week\n",
+    "        timestamp = week_end\n",
+    "        compute_aggregated_analytics(\n",
+    "            db, week_start, week_end, timestamp, \"WEEKLY\", verbose\n",
+    "        )\n",
+    "\n",
+    "\n",
+    "if compute_monthly:\n",
+    "    # Iterate over the date range and compute the participant analytics for each month\n",
+    "    for curr_date in date_range_monthly:\n",
+    "        # determine month start and end dates required for aggregation\n",
+    "        month_end = curr_date.strftime('%Y-%m-%d') + 'T23:59:59.999Z'\n",
+    "        month_start = (curr_date - pd.offsets.MonthBegin(1)).strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
+    "        print(\n",
+    "            f\"Computing monthly aggregated analytics (course) for {month_start } to {month_end }\"\n",
+    "        )\n",
+    "\n",
+    "        # compute aggregated analytics for a specific month\n",
+    "        timestamp = month_end\n",
+    "        compute_aggregated_analytics(\n",
+    "            db, month_start, month_end, timestamp, \"MONTHLY\", verbose\n",
+    "        )\n",
+    "\n",
+    "\n",
+    "if compute_course:\n",
+    "    print(\n",
+    "        f\"Computing course-wide aggregated analytics\"\n",
+    "    )\n",
+    "\n",
+    "    # compute aggregated analytics over entire course based on corresponding participant analytics\n",
+    "    # (a constant timestamp is used here, since the data combination has to be unique \n",
+    "    # during querying, but only one entry per course is available by definition)\n",
+    "    timestamp =  \"1970-01-01T00:00:00.000Z\"\n",
+    "    compute_aggregated_analytics(\n",
+    "        db, timestamp, timestamp, timestamp, \"COURSE\", verbose\n",
+    "    )"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-fkWWeYLw-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From e8f2791bd619d35cea6b933213180c8c32651b3f Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Wed, 4 Dec 2024 09:55:05 +0100
Subject: [PATCH 09/38] fix(apps/analytics): ensure that correct response data
 is queried for course-duration participant analytics (#4386)

---
 .../compute_participant_course_analytics.py   | 28 +++----
 .../get_participant_responses.py              |  6 ++
 .../src/notebooks/aggregated_analytics.ipynb  | 27 +++---
 .../src/notebooks/participant_analytics.ipynb | 82 ++++++++++++-------
 4 files changed, 82 insertions(+), 61 deletions(-)

diff --git a/apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py b/apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py
index 9aed9528d1..31af9798a1 100644
--- a/apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py
+++ b/apps/analytics/src/modules/participant_analytics/compute_participant_course_analytics.py
@@ -22,19 +22,15 @@ def compute_participant_course_analytics(db, df_courses, verbose=False):
         participations = db.participation.find_many(
             where={"courseId": course_id},
             include={
-                "participant": {
-                    "include": {
-                        "detailQuestionResponses": {
-                            "where": {
-                                "createdAt": {
-                                    "gte": course_start_date,
-                                    "lte": course_end_date,
-                                }
-                            },
-                        },
-                        "questionResponses": True,
-                    }
-                }
+                "detailResponses": {
+                    "where": {
+                        "createdAt": {
+                            "gte": course_start_date,
+                            "lte": course_end_date,
+                        }
+                    },
+                },
+                "responses": True,
             },
         )
 
@@ -42,13 +38,11 @@ def compute_participant_course_analytics(db, df_courses, verbose=False):
         participations_dict = list(map(lambda x: x.dict(), participations))
         details_dict = list(
             map(
-                lambda x: x["participant"]["detailQuestionResponses"],
+                lambda x: x["detailResponses"],
                 participations_dict,
             )
         )
-        responses_dict = list(
-            map(lambda x: x["participant"]["questionResponses"], participations_dict)
-        )
+        responses_dict = list(map(lambda x: x["responses"], participations_dict))
 
         details = [item for sublist in details_dict for item in sublist]
         responses = [item for sublist in responses_dict for item in sublist]
diff --git a/apps/analytics/src/modules/participant_analytics/get_participant_responses.py b/apps/analytics/src/modules/participant_analytics/get_participant_responses.py
index 010638c8cf..3c26dd51b9 100644
--- a/apps/analytics/src/modules/participant_analytics/get_participant_responses.py
+++ b/apps/analytics/src/modules/participant_analytics/get_participant_responses.py
@@ -83,4 +83,10 @@ def get_participant_responses(db, start_date, end_date, verbose=False):
 
     df_details = df_details.apply(set_course_dates, axis=1)
 
+    if len(df_details) > 0:
+        df_details = df_details[
+            (df_details["createdAt"] >= df_details["course_start_date"])
+            & (df_details["createdAt"] <= df_details["course_end_date"])
+        ]
+
     return df_details
diff --git a/apps/analytics/src/notebooks/aggregated_analytics.ipynb b/apps/analytics/src/notebooks/aggregated_analytics.ipynb
index e93422901e..32e90296f0 100644
--- a/apps/analytics/src/notebooks/aggregated_analytics.ipynb
+++ b/apps/analytics/src/notebooks/aggregated_analytics.ipynb
@@ -23,9 +23,12 @@
     "\n",
     "# set the python path correctly for module imports to work\n",
     "import sys\n",
-    "sys.path.append('../../')\n",
     "\n",
-    "from src.modules.aggregated_analytics.compute_aggregated_analytics import compute_aggregated_analytics"
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.aggregated_analytics.compute_aggregated_analytics import (\n",
+    "    compute_aggregated_analytics,\n",
+    ")"
    ]
   },
   {
@@ -37,7 +40,7 @@
     "db = Prisma()\n",
     "\n",
     "# set the environment variable DATABASE_URL to the connection string of your database\n",
-    "os.environ['DATABASE_URL'] = 'postgresql://klicker:klicker@localhost:5432/klicker-prod'\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
     "\n",
     "db.connect()\n",
     "\n",
@@ -109,8 +112,10 @@
     "    # Iterate over the date range and compute the participant analytics for each month\n",
     "    for curr_date in date_range_monthly:\n",
     "        # determine month start and end dates required for aggregation\n",
-    "        month_end = curr_date.strftime('%Y-%m-%d') + 'T23:59:59.999Z'\n",
-    "        month_start = (curr_date - pd.offsets.MonthBegin(1)).strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
+    "        month_end = curr_date.strftime(\"%Y-%m-%d\") + \"T23:59:59.999Z\"\n",
+    "        month_start = (curr_date - pd.offsets.MonthBegin(1)).strftime(\n",
+    "            \"%Y-%m-%d\"\n",
+    "        ) + \"T00:00:00.000Z\"\n",
     "        print(\n",
     "            f\"Computing monthly aggregated analytics (course) for {month_start } to {month_end }\"\n",
     "        )\n",
@@ -123,17 +128,13 @@
     "\n",
     "\n",
     "if compute_course:\n",
-    "    print(\n",
-    "        f\"Computing course-wide aggregated analytics\"\n",
-    "    )\n",
+    "    print(f\"Computing course-wide aggregated analytics\")\n",
     "\n",
     "    # compute aggregated analytics over entire course based on corresponding participant analytics\n",
-    "    # (a constant timestamp is used here, since the data combination has to be unique \n",
+    "    # (a constant timestamp is used here, since the data combination has to be unique\n",
     "    # during querying, but only one entry per course is available by definition)\n",
-    "    timestamp =  \"1970-01-01T00:00:00.000Z\"\n",
-    "    compute_aggregated_analytics(\n",
-    "        db, timestamp, timestamp, timestamp, \"COURSE\", verbose\n",
-    "    )"
+    "    timestamp = \"1970-01-01T00:00:00.000Z\"\n",
+    "    compute_aggregated_analytics(db, timestamp, timestamp, timestamp, \"COURSE\", verbose)"
    ]
   }
  ],
diff --git a/apps/analytics/src/notebooks/participant_analytics.ipynb b/apps/analytics/src/notebooks/participant_analytics.ipynb
index 4ccd85f5f8..98d73a8289 100644
--- a/apps/analytics/src/notebooks/participant_analytics.ipynb
+++ b/apps/analytics/src/notebooks/participant_analytics.ipynb
@@ -21,10 +21,15 @@
     "\n",
     "# set the python path correctly for module imports to work\n",
     "import sys\n",
-    "sys.path.append('../../')\n",
     "\n",
-    "from src.modules.participant_analytics.compute_participant_analytics import compute_participant_analytics\n",
-    "from src.modules.participant_analytics.compute_participant_course_analytics import compute_participant_course_analytics\n"
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.participant_analytics.compute_participant_analytics import (\n",
+    "    compute_participant_analytics,\n",
+    ")\n",
+    "from src.modules.participant_analytics.compute_participant_course_analytics import (\n",
+    "    compute_participant_course_analytics,\n",
+    ")"
    ]
   },
   {
@@ -36,7 +41,7 @@
     "db = Prisma()\n",
     "\n",
     "# set the environment variable DATABASE_URL to the connection string of your database\n",
-    "os.environ['DATABASE_URL'] = 'postgresql://klicker:klicker@localhost:5432/klicker-prod'\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
     "\n",
     "db.connect()\n",
     "\n",
@@ -64,49 +69,61 @@
    "outputs": [],
    "source": [
     "# Print all dates between the 2022-10-23 and today\n",
-    "start_date = '2022-10-01'\n",
-    "end_date = datetime.now().strftime('%Y-%m-%d')\n",
-    "date_range_daily = pd.date_range(start=start_date, end=end_date, freq='D')\n",
-    "date_range_weekly = pd.date_range(start=start_date, end=end_date, freq='W')\n",
-    "date_range_monthly = pd.date_range(start=start_date, end=end_date, freq='ME')\n",
+    "start_date = \"2022-10-23\"\n",
+    "end_date = datetime.now().strftime(\"%Y-%m-%d\")\n",
+    "date_range_daily = pd.date_range(start=start_date, end=end_date, freq=\"D\")\n",
+    "date_range_weekly = pd.date_range(start=start_date, end=end_date, freq=\"W\")\n",
+    "date_range_monthly = pd.date_range(start=start_date, end=end_date, freq=\"ME\")\n",
     "\n",
     "if compute_daily:\n",
     "    # Iterate over the date range and compute the participant analytics for each day\n",
     "    for curr_date in date_range_daily:\n",
-    "        print(f'Computing daily participant analytics for {curr_date.strftime('%Y-%m-%d')}')\n",
-    "        specific_date = curr_date.strftime('%Y-%m-%d')\n",
+    "        print(\n",
+    "            f\"Computing daily participant analytics for {curr_date.strftime('%Y-%m-%d')}\"\n",
+    "        )\n",
+    "        specific_date = curr_date.strftime(\"%Y-%m-%d\")\n",
     "\n",
     "        # Fetch all question response detail entries for a specific day\n",
-    "        start_date = specific_date + 'T00:00:00.000Z'\n",
-    "        end_date = specific_date + 'T23:59:59.999Z'\n",
+    "        start_date = specific_date + \"T00:00:00.000Z\"\n",
+    "        end_date = specific_date + \"T23:59:59.999Z\"\n",
     "\n",
     "        # Compute participant analytics for a specific day\n",
     "        timestamp = start_date\n",
-    "        compute_participant_analytics(db, start_date, end_date, timestamp, \"DAILY\", verbose)\n",
+    "        compute_participant_analytics(\n",
+    "            db, start_date, end_date, timestamp, \"DAILY\", verbose\n",
+    "        )\n",
     "\n",
     "if compute_weekly:\n",
     "    # Iterate over the date range and compute the participant analytics for each week\n",
     "    for curr_date in date_range_weekly:\n",
     "        # Fetch all question response detail entries for a specific week\n",
-    "        end_date = curr_date.strftime('%Y-%m-%d') + 'T23:59:59.999Z'\n",
-    "        start_date = (curr_date - pd.DateOffset(days=6)).strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
-    "        print(f'Computing weekly participant analytics for {start_date} to {end_date}')\n",
+    "        end_date = curr_date.strftime(\"%Y-%m-%d\") + \"T23:59:59.999Z\"\n",
+    "        start_date = (curr_date - pd.DateOffset(days=6)).strftime(\n",
+    "            \"%Y-%m-%d\"\n",
+    "        ) + \"T00:00:00.000Z\"\n",
+    "        print(f\"Computing weekly participant analytics for {start_date} to {end_date}\")\n",
     "\n",
     "        # Compute participant analytics for a specific week\n",
     "        timestamp = end_date\n",
-    "        compute_participant_analytics(db, start_date, end_date, timestamp, \"WEEKLY\", verbose)\n",
+    "        compute_participant_analytics(\n",
+    "            db, start_date, end_date, timestamp, \"WEEKLY\", verbose\n",
+    "        )\n",
     "\n",
     "if compute_monthly:\n",
     "    # Iterate over the date range and compute the participant analytics for each month\n",
     "    for curr_date in date_range_monthly:\n",
     "        # Fetch all question response detail entries for a specific month\n",
-    "        end_date = curr_date.strftime('%Y-%m-%d') + 'T23:59:59.999Z'\n",
-    "        start_date = (curr_date - pd.offsets.MonthBegin(1)).strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
-    "        print(f'Computing monthly participant analytics for {start_date} to {end_date}')\n",
+    "        end_date = curr_date.strftime(\"%Y-%m-%d\") + \"T23:59:59.999Z\"\n",
+    "        start_date = (curr_date - pd.offsets.MonthBegin(1)).strftime(\n",
+    "            \"%Y-%m-%d\"\n",
+    "        ) + \"T00:00:00.000Z\"\n",
+    "        print(f\"Computing monthly participant analytics for {start_date} to {end_date}\")\n",
     "\n",
     "        # Compute participant analytics for a specific month\n",
     "        timestamp = end_date\n",
-    "        compute_participant_analytics(db, start_date, end_date, timestamp, \"MONTHLY\", verbose)\n"
+    "        compute_participant_analytics(\n",
+    "            db, start_date, end_date, timestamp, \"MONTHLY\", verbose\n",
+    "        )"
    ]
   },
   {
@@ -124,26 +141,29 @@
    "source": [
     "# Fetch all ongoing / past courses\n",
     "if compute_course:\n",
-    "    curr_date = '2024-08-27'\n",
+    "    curr_date = datetime.now().strftime(\"%Y-%m-%d\")\n",
     "    courses = db.course.find_many(\n",
     "        where={\n",
     "            # Incremental scripts can add this statement to reduce the amount of required computations\n",
     "            # 'endDate': {\n",
     "            #     'gt': datetime.now().strftime('%Y-%m-%d') + 'T00:00:00.000Z'\n",
     "            # }\n",
-    "            'startDate': {\n",
-    "                'lte': curr_date + 'T23:59:59.999Z'\n",
-    "            }\n",
+    "            \"startDate\": {\"lte\": curr_date + \"T23:59:59.999Z\"},\n",
     "        }\n",
     "    )\n",
     "\n",
     "    df_courses = pd.DataFrame(list(map(lambda x: x.dict(), courses)))\n",
-    "    print(\"Found {} courses with a start date before {}\".format(len(df_courses), curr_date))\n",
+    "    print(\n",
+    "        \"Found {} courses with a start date before {}\".format(\n",
+    "            len(df_courses), curr_date\n",
+    "        )\n",
+    "    )\n",
     "\n",
-    "    courses_without_responses = compute_participant_course_analytics(db, df_courses, verbose)\n",
+    "    courses_without_responses = compute_participant_course_analytics(\n",
+    "        db, df_courses, verbose\n",
+    "    )\n",
     "\n",
-    "    print(\"Found {} courses without any responses\".format(courses_without_responses))\n",
-    "        "
+    "    print(\"Found {} courses without any responses\".format(courses_without_responses))"
    ]
   },
   {
@@ -159,7 +179,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "analytics-3uz8SvN3-py3.12",
+   "display_name": "analytics-fkWWeYLw-py3.12",
    "language": "python",
    "name": "python3"
   },

From 4b60b7e8bf53a7ff07e281243d262a7f1c6693fa Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Wed, 4 Dec 2024 16:07:08 +0100
Subject: [PATCH 10/38] enhance(apps/analytics): add logic for computation of
 participant course analytics (#4387)

---
 apps/analytics/src/modules/__init__.py        |   6 +
 .../participant_course_analytics/__init__.py  |   4 +
 .../compute_participant_activity.py           |  67 ++++++++++
 .../get_active_weeks.py                       |  42 ++++++
 .../get_running_past_courses.py               |  25 ++++
 .../save_participant_course_analytics.py      |  26 ++++
 .../participant_course_analytics.ipynb        | 126 ++++++++++++++++++
 .../prisma/src/prisma/schema/analytics.prisma |   4 +-
 8 files changed, 298 insertions(+), 2 deletions(-)
 create mode 100644 apps/analytics/src/modules/participant_course_analytics/__init__.py
 create mode 100644 apps/analytics/src/modules/participant_course_analytics/compute_participant_activity.py
 create mode 100644 apps/analytics/src/modules/participant_course_analytics/get_active_weeks.py
 create mode 100644 apps/analytics/src/modules/participant_course_analytics/get_running_past_courses.py
 create mode 100644 apps/analytics/src/modules/participant_course_analytics/save_participant_course_analytics.py
 create mode 100644 apps/analytics/src/notebooks/participant_course_analytics.ipynb

diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
index e6d34b6e6a..d2efc106fd 100644
--- a/apps/analytics/src/modules/__init__.py
+++ b/apps/analytics/src/modules/__init__.py
@@ -1,2 +1,8 @@
 from .participant_analytics import compute_correctness, get_participant_responses
 from .aggregated_analytics import compute_aggregated_analytics
+from .participant_course_analytics import (
+    get_running_past_courses,
+    get_active_weeks,
+    compute_participant_activity,
+    save_participant_course_analytics,
+)
diff --git a/apps/analytics/src/modules/participant_course_analytics/__init__.py b/apps/analytics/src/modules/participant_course_analytics/__init__.py
new file mode 100644
index 0000000000..718ca30df9
--- /dev/null
+++ b/apps/analytics/src/modules/participant_course_analytics/__init__.py
@@ -0,0 +1,4 @@
+from .get_running_past_courses import get_running_past_courses
+from .get_active_weeks import get_active_weeks
+from .compute_participant_activity import compute_participant_activity
+from .save_participant_course_analytics import save_participant_course_analytics
diff --git a/apps/analytics/src/modules/participant_course_analytics/compute_participant_activity.py b/apps/analytics/src/modules/participant_course_analytics/compute_participant_activity.py
new file mode 100644
index 0000000000..49e94e583c
--- /dev/null
+++ b/apps/analytics/src/modules/participant_course_analytics/compute_participant_activity.py
@@ -0,0 +1,67 @@
+import pandas as pd
+
+
+def compute_participant_activity(db, df_activity, course_id, course_start, course_end):
+    # compute course duration in days
+    course_duration = (course_end - course_start).days + 1
+    week_end_dates = pd.date_range(start=course_start, end=course_end, freq="W")
+
+    # loop over the activity analytics tracking dataframe
+    for idx, row in df_activity.iterrows():
+        participant_id = row["participantId"]
+
+        # get all daily participant analytics entries for the participant
+        daily_analytics = db.participantanalytics.find_many(
+            where={
+                "type": "DAILY",
+                "courseId": course_id,
+                "participantId": participant_id,
+            },
+        )
+
+        # compute the mean elements answered per day based on the daily analytics response count
+        response_count = sum(
+            [dict(daily)["responseCount"] for daily in daily_analytics]
+        )
+        df_activity.loc[idx, "meanElementsPerDay"] = response_count / course_duration
+
+        # compute average active days per week
+        active_days_week = []
+
+        # if course lasts for less than one week, imitate a course duration of one week
+        if (course_duration) <= 7:
+            # filter the daily analytics entries for the current week
+            week_analytics = sum_active_days_per_week(course_end, daily_analytics)
+
+            # add the number of active days per week to the list
+            active_days_week.append(len(week_analytics))
+
+        else:
+            for week_end in week_end_dates:
+                # filter the daily analytics entries for the current week
+                week_analytics = sum_active_days_per_week(week_end, daily_analytics)
+
+                # ? first and last week might not be complete weeks - could be treated differently here for maximum precision of results
+                # add the number of active days per week to the list
+                active_days_week.append(len(week_analytics))
+
+        # compute the average active days per week
+        df_activity.loc[idx, "activeDaysPerWeek"] = sum(active_days_week) / len(
+            active_days_week
+        )
+
+    return df_activity
+
+
+def sum_active_days_per_week(week_end, daily_analytics):
+    week_start = week_end - pd.DateOffset(days=6)
+
+    # filter the daily analytics entries for the current week
+    week_analytics = list(
+        filter(
+            lambda daily: week_start <= dict(daily)["timestamp"] <= week_end,
+            daily_analytics,
+        )
+    )
+
+    return week_analytics
diff --git a/apps/analytics/src/modules/participant_course_analytics/get_active_weeks.py b/apps/analytics/src/modules/participant_course_analytics/get_active_weeks.py
new file mode 100644
index 0000000000..cc0f144349
--- /dev/null
+++ b/apps/analytics/src/modules/participant_course_analytics/get_active_weeks.py
@@ -0,0 +1,42 @@
+import pandas as pd
+
+
+def get_active_weeks(db, course):
+    course_id = course["id"]
+    participations = course["participations"]
+
+    # initialize pandas dataframe to store the participant activity
+    df_activity = pd.DataFrame(columns=["participantId", "courseId", "activeWeeks"])
+
+    # iterate over all participants in the course and count the number of weekly participant analytics entries
+    for participation in participations:
+        participant_id = participation["participantId"]
+        weekly_analytics = db.participantanalytics.find_many(
+            where={
+                "type": "WEEKLY",
+                "courseId": course_id,
+                "participantId": participant_id,
+            },
+        )
+
+        active_weeks = len(weekly_analytics)
+
+        # store data in the dataframe
+        df_activity.loc[len(df_activity)] = {
+            "participantId": participant_id,
+            "courseId": course_id,
+            "activeWeeks": active_weeks,
+        }
+
+    if not df_activity.empty:
+        # compute quantiles based on active weeks
+        quantiles = df_activity.activeWeeks.quantile([0.25, 0.75])
+        q1 = quantiles[0.25]
+        q3 = quantiles[0.75]
+
+        # set activity level based on active weeks
+        df_activity["activityLevel"] = "MEDIUM"
+        df_activity.loc[df_activity.activeWeeks >= q3, "activityLevel"] = "HIGH"
+        df_activity.loc[df_activity.activeWeeks <= q1, "activityLevel"] = "LOW"
+
+    return df_activity
diff --git a/apps/analytics/src/modules/participant_course_analytics/get_running_past_courses.py b/apps/analytics/src/modules/participant_course_analytics/get_running_past_courses.py
new file mode 100644
index 0000000000..53ff0c79ca
--- /dev/null
+++ b/apps/analytics/src/modules/participant_course_analytics/get_running_past_courses.py
@@ -0,0 +1,25 @@
+from datetime import datetime
+import pandas as pd
+
+
+def get_running_past_courses(db):
+    curr_date = datetime.now().strftime("%Y-%m-%d")
+    courses = db.course.find_many(
+        where={
+            # Incremental scripts can add this statement to reduce the amount of required computations
+            # 'endDate': {
+            #     'gt': datetime.now().strftime('%Y-%m-%d') + 'T00:00:00.000Z'
+            # }
+            "startDate": {"lte": curr_date + "T23:59:59.999Z"},
+        },
+        include={"participations": True},
+    )
+
+    df_courses = pd.DataFrame(list(map(lambda x: x.dict(), courses)))
+    print(
+        "Found {} courses with a start date before {}".format(
+            len(df_courses), curr_date
+        )
+    )
+
+    return df_courses
diff --git a/apps/analytics/src/modules/participant_course_analytics/save_participant_course_analytics.py b/apps/analytics/src/modules/participant_course_analytics/save_participant_course_analytics.py
new file mode 100644
index 0000000000..065b263a46
--- /dev/null
+++ b/apps/analytics/src/modules/participant_course_analytics/save_participant_course_analytics.py
@@ -0,0 +1,26 @@
+def save_participant_course_analytics(db, df_activity):
+    for _, row in df_activity.iterrows():
+        db.participantcourseanalytics.upsert(
+            where={
+                "courseId_participantId": {
+                    "courseId": row["courseId"],
+                    "participantId": row["participantId"],
+                }
+            },
+            data={
+                "create": {
+                    "activeWeeks": row["activeWeeks"],
+                    "activeDaysPerWeek": row["activeDaysPerWeek"],
+                    "meanElementsPerDay": row["meanElementsPerDay"],
+                    "activityLevel": row["activityLevel"],
+                    "course": {"connect": {"id": row["courseId"]}},
+                    "participant": {"connect": {"id": row["participantId"]}},
+                },
+                "update": {
+                    "activeWeeks": row["activeWeeks"],
+                    "activeDaysPerWeek": row["activeDaysPerWeek"],
+                    "meanElementsPerDay": row["meanElementsPerDay"],
+                    "activityLevel": row["activityLevel"],
+                },
+            },
+        )
diff --git a/apps/analytics/src/notebooks/participant_course_analytics.ipynb b/apps/analytics/src/notebooks/participant_course_analytics.ipynb
new file mode 100644
index 0000000000..96aa1b02f1
--- /dev/null
+++ b/apps/analytics/src/notebooks/participant_course_analytics.ipynb
@@ -0,0 +1,126 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Preparation\n",
+    "\n",
+    "This script computes participant analytics that are aggregated over the duration of the entire course and summarize the participant's activity. The corresponding results are stored in the `ParticipantCourseAnalytics` database table."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "import sys\n",
+    "\n",
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.participant_course_analytics.get_running_past_courses import (\n",
+    "    get_running_past_courses,\n",
+    ")\n",
+    "from src.modules.participant_course_analytics.get_active_weeks import get_active_weeks\n",
+    "from src.modules.participant_course_analytics.compute_participant_activity import (\n",
+    "    compute_participant_activity,\n",
+    ")\n",
+    "from src.modules.participant_course_analytics.save_participant_course_analytics import (\n",
+    "    save_participant_course_analytics,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
+    "\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Compute Participant Course Analytics\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# find all courses that started in the past\n",
+    "df_courses = get_running_past_courses(db)\n",
+    "\n",
+    "# iterate over all courses and compute the participant course analytics\n",
+    "for idx, course in df_courses.iterrows():\n",
+    "    print(f\"Processing course\", idx, \"of\", len(df_courses), \"with id\", course[\"id\"])\n",
+    "\n",
+    "    # compute the number of active weeks per participant and activity level\n",
+    "    df_activity = get_active_weeks(db, course)\n",
+    "\n",
+    "    # if the dataframe is empty, no participant was active in the course and the course should be skipped\n",
+    "    if df_activity.empty:\n",
+    "        print(\"No participant was active in the course, skipping\")\n",
+    "        continue\n",
+    "\n",
+    "    # compute the number of active days per week and mean elements per day\n",
+    "    df_activity = compute_participant_activity(\n",
+    "        db, df_activity, course[\"id\"], course[\"startDate\"], course[\"endDate\"]\n",
+    "    )\n",
+    "\n",
+    "    # store the computed participant course analytics\n",
+    "    save_participant_course_analytics(db, df_activity)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-fkWWeYLw-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index ef1a1e8fd2..b22a1deacb 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -17,7 +17,7 @@ model ParticipantAnalytics {
   type AnalyticsType
 
   timestamp  DateTime @db.Date
-  computedAt DateTime @db.Date @default(now())
+  computedAt DateTime @default(now()) @db.Date
 
   // unsolvedQuestionsCount = AggregatedAnalytics.totalElementsAvailable - responseCount
   trialsCount   Int // total number of questions attempted
@@ -61,7 +61,7 @@ model AggregatedAnalytics {
 
   // all quantities are defined as the values at the end of the selected timeframe
   timestamp              DateTime @db.Date
-  computedAt             DateTime @db.Date @default(now())
+  computedAt             DateTime @default(now()) @db.Date
   responseCount          Int
   participantCount       Int
   totalScore             Int

From 4e11fa103a6dc4502b32236c3afc90391a2a5d05 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Wed, 4 Dec 2024 18:38:46 +0100
Subject: [PATCH 11/38] enhance(apps/analytics): add logic for the computation
 of aggregated course analytics (#4388)

---
 apps/analytics/src/modules/__init__.py        |   1 +
 .../aggregated_course_analytics/__init__.py   |   1 +
 .../compute_weekday_activity.py               | 109 ++++++++++++++++++
 .../aggregated_course_analytics.ipynb         | 108 +++++++++++++++++
 .../migration.sql                             |  21 ++++
 .../prisma/src/prisma/schema/analytics.prisma |  18 +--
 6 files changed, 249 insertions(+), 9 deletions(-)
 create mode 100644 apps/analytics/src/modules/aggregated_course_analytics/__init__.py
 create mode 100644 apps/analytics/src/modules/aggregated_course_analytics/compute_weekday_activity.py
 create mode 100644 apps/analytics/src/notebooks/aggregated_course_analytics.ipynb
 create mode 100644 packages/prisma/src/prisma/migrations/20241204165711_update_daily_activity_types/migration.sql

diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
index d2efc106fd..f478e9e6fa 100644
--- a/apps/analytics/src/modules/__init__.py
+++ b/apps/analytics/src/modules/__init__.py
@@ -6,3 +6,4 @@
     compute_participant_activity,
     save_participant_course_analytics,
 )
+from .aggregated_course_analytics import compute_weekday_activity
diff --git a/apps/analytics/src/modules/aggregated_course_analytics/__init__.py b/apps/analytics/src/modules/aggregated_course_analytics/__init__.py
new file mode 100644
index 0000000000..837fb570f1
--- /dev/null
+++ b/apps/analytics/src/modules/aggregated_course_analytics/__init__.py
@@ -0,0 +1 @@
+from .compute_weekday_activity import compute_weekday_activity
diff --git a/apps/analytics/src/modules/aggregated_course_analytics/compute_weekday_activity.py b/apps/analytics/src/modules/aggregated_course_analytics/compute_weekday_activity.py
new file mode 100644
index 0000000000..4fd9437e0b
--- /dev/null
+++ b/apps/analytics/src/modules/aggregated_course_analytics/compute_weekday_activity.py
@@ -0,0 +1,109 @@
+import pandas as pd
+import statistics
+
+
+def compute_weekday_activity(db, course):
+    course_id = course["id"]
+    course_start = course["startDate"].date()
+    course_end = course["endDate"].date()
+    total_course_participants = len(course["participations"])
+
+    # fetch all daily participant analytics entries for the course
+    daily_analytics = db.participantanalytics.find_many(
+        where={
+            "type": "DAILY",
+            "courseId": course_id,
+        },
+    )
+    df_daily = pd.DataFrame([daily.dict() for daily in daily_analytics])
+
+    if df_daily.empty:
+        return None
+
+    # compute date ranges with specific weekdays only
+    mondays = pd.date_range(
+        start=course_start,
+        end=pd.Timestamp(course_end) + pd.tseries.offsets.DateOffset(days=1),
+        freq="W-MON",
+    )
+    tuesdays = pd.date_range(
+        start=course_start,
+        end=pd.Timestamp(course_end) + pd.tseries.offsets.DateOffset(days=1),
+        freq="W-TUE",
+    )
+    wednesdays = pd.date_range(
+        start=course_start,
+        end=pd.Timestamp(course_end) + pd.tseries.offsets.DateOffset(days=1),
+        freq="W-WED",
+    )
+    thursdays = pd.date_range(
+        start=course_start,
+        end=pd.Timestamp(course_end) + pd.tseries.offsets.DateOffset(days=1),
+        freq="W-THU",
+    )
+    fridays = pd.date_range(
+        start=course_start,
+        end=pd.Timestamp(course_end) + pd.tseries.offsets.DateOffset(days=1),
+        freq="W-FRI",
+    )
+    saturdays = pd.date_range(
+        start=course_start,
+        end=pd.Timestamp(course_end) + pd.tseries.offsets.DateOffset(days=1),
+        freq="W-SAT",
+    )
+    sundays = pd.date_range(
+        start=course_start,
+        end=pd.Timestamp(course_end) + pd.tseries.offsets.DateOffset(days=1),
+        freq="W-SUN",
+    )
+
+    activity_monday = single_weekday_activity(mondays, df_daily)
+    activity_tuesday = single_weekday_activity(tuesdays, df_daily)
+    activity_wednesday = single_weekday_activity(wednesdays, df_daily)
+    activity_thursday = single_weekday_activity(thursdays, df_daily)
+    activity_friday = single_weekday_activity(fridays, df_daily)
+    activity_saturday = single_weekday_activity(saturdays, df_daily)
+    activity_sunday = single_weekday_activity(sundays, df_daily)
+
+    # save the result to the database
+    db.aggregatedcourseanalytics.upsert(
+        where={"courseId": course_id},
+        data={
+            "create": {
+                "courseParticipantCount": total_course_participants,
+                "activityMonday": activity_monday,
+                "activityTuesday": activity_tuesday,
+                "activityWednesday": activity_wednesday,
+                "activityThursday": activity_thursday,
+                "activityFriday": activity_friday,
+                "activitySaturday": activity_saturday,
+                "activitySunday": activity_sunday,
+                "course": {"connect": {"id": course_id}},
+            },
+            "update": {
+                "courseParticipantCount": total_course_participants,
+                "activityMonday": activity_monday,
+                "activityTuesday": activity_tuesday,
+                "activityWednesday": activity_wednesday,
+                "activityThursday": activity_thursday,
+                "activityFriday": activity_friday,
+                "activitySaturday": activity_saturday,
+                "activitySunday": activity_sunday,
+            },
+        },
+    )
+
+
+def single_weekday_activity(weekdays, df_daily):
+    collector = []
+    for weekday in weekdays:
+        df_weekday = df_daily[
+            df_daily["timestamp"] == pd.Timestamp(weekday).tz_localize("UTC")
+        ]
+
+        if df_weekday.empty:
+            collector.append(0)
+
+        collector.append(len(df_weekday))
+
+    return statistics.mean(collector) if len(collector) > 0 else 0
diff --git a/apps/analytics/src/notebooks/aggregated_course_analytics.ipynb b/apps/analytics/src/notebooks/aggregated_course_analytics.ipynb
new file mode 100644
index 0000000000..7539c54c22
--- /dev/null
+++ b/apps/analytics/src/notebooks/aggregated_course_analytics.ipynb
@@ -0,0 +1,108 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Preparation\n",
+    "\n",
+    "This script computes aggreagted course analytics containing the averaged activity of students on different weekdays of the course. The corresponding results are stored in the `AggregatedCourseAnalytics` database table."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "import sys\n",
+    "\n",
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.participant_course_analytics.get_running_past_courses import (\n",
+    "    get_running_past_courses,\n",
+    ")\n",
+    "from src.modules.aggregated_course_analytics.compute_weekday_activity import (\n",
+    "    compute_weekday_activity,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Compute Aggregated Course Analytics\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# find all courses that started in the past\n",
+    "df_courses = get_running_past_courses(db)\n",
+    "\n",
+    "# iterate over all courses and compute the participant course analytics\n",
+    "for idx, course in df_courses.iterrows():\n",
+    "    print(f\"Processing course\", idx, \"of\", len(df_courses), \"with id\", course[\"id\"])\n",
+    "\n",
+    "    # computation of activity per weekday\n",
+    "    compute_weekday_activity(db, course)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-fkWWeYLw-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/packages/prisma/src/prisma/migrations/20241204165711_update_daily_activity_types/migration.sql b/packages/prisma/src/prisma/migrations/20241204165711_update_daily_activity_types/migration.sql
new file mode 100644
index 0000000000..7366079ded
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20241204165711_update_daily_activity_types/migration.sql
@@ -0,0 +1,21 @@
+/*
+  Warnings:
+
+  - You are about to drop the column `participantCount` on the `AggregatedCourseAnalytics` table. All the data in the column will be lost.
+  - A unique constraint covering the columns `[courseId]` on the table `AggregatedCourseAnalytics` will be added. If there are existing duplicate values, this will fail.
+  - Added the required column `courseParticipantCount` to the `AggregatedCourseAnalytics` table without a default value. This is not possible if the table is not empty.
+
+*/
+-- AlterTable
+ALTER TABLE "AggregatedCourseAnalytics" DROP COLUMN "participantCount",
+ADD COLUMN     "courseParticipantCount" INTEGER NOT NULL,
+ALTER COLUMN "activityMonday" SET DATA TYPE REAL,
+ALTER COLUMN "activityTuesday" SET DATA TYPE REAL,
+ALTER COLUMN "activityWednesday" SET DATA TYPE REAL,
+ALTER COLUMN "activityThursday" SET DATA TYPE REAL,
+ALTER COLUMN "activityFriday" SET DATA TYPE REAL,
+ALTER COLUMN "activitySaturday" SET DATA TYPE REAL,
+ALTER COLUMN "activitySunday" SET DATA TYPE REAL;
+
+-- CreateIndex
+CREATE UNIQUE INDEX "AggregatedCourseAnalytics_courseId_key" ON "AggregatedCourseAnalytics"("courseId");
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index b22a1deacb..dce35865b4 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -146,17 +146,17 @@ model ParticipantCourseAnalytics {
 model AggregatedCourseAnalytics {
   id Int @id @default(autoincrement())
 
-  participantCount  Int
-  activityMonday    Int
-  activityTuesday   Int
-  activityWednesday Int
-  activityThursday  Int
-  activityFriday    Int
-  activitySaturday  Int
-  activitySunday    Int
+  courseParticipantCount Int // total number of participants that have a participation in the course
+  activityMonday         Float @db.Real // average number of participants that have been active on Monday
+  activityTuesday        Float @db.Real // ... on Tuesday
+  activityWednesday      Float @db.Real // ... on Wednesday
+  activityThursday       Float @db.Real // ... on Thursday
+  activityFriday         Float @db.Real // ... on Friday
+  activitySaturday       Float @db.Real // ... on Saturday
+  activitySunday         Float @db.Real // ... on Sunday
 
   course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
-  courseId String @db.Uuid
+  courseId String @unique @db.Uuid
 
   createdAt DateTime @default(now())
   updatedAt DateTime @updatedAt

From 5f402d72e02449ba1e62dce4dd0519c4a2872e30 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Thu, 5 Dec 2024 15:43:47 +0100
Subject: [PATCH 12/38] chore(apps/analytics): add database tables for learning
 analytics progress and performance computations (#4389)

---
 .../migration.sql                             | 121 ++++++++++++++++++
 .../prisma/src/prisma/schema/analytics.prisma | 102 +++++++++++++++
 .../prisma/src/prisma/schema/course.prisma    |   4 +
 .../prisma/src/prisma/schema/element.prisma   |   9 +-
 .../src/prisma/schema/participant.prisma      |   1 +
 packages/prisma/src/prisma/schema/quiz.prisma |   4 +
 6 files changed, 237 insertions(+), 4 deletions(-)
 create mode 100644 packages/prisma/src/prisma/migrations/20241205143213_learning_analytics_performance_progress/migration.sql

diff --git a/packages/prisma/src/prisma/migrations/20241205143213_learning_analytics_performance_progress/migration.sql b/packages/prisma/src/prisma/migrations/20241205143213_learning_analytics_performance_progress/migration.sql
new file mode 100644
index 0000000000..2b0f6ac7a3
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20241205143213_learning_analytics_performance_progress/migration.sql
@@ -0,0 +1,121 @@
+-- CreateEnum
+CREATE TYPE "PerformanceLevel" AS ENUM ('LOW', 'MEDIUM', 'HIGH');
+
+-- CreateTable
+CREATE TABLE "ParticipantPerformance" (
+    "id" SERIAL NOT NULL,
+    "firstErrorRate" REAL NOT NULL,
+    "firstPerformance" "PerformanceLevel" NOT NULL,
+    "lastErrorRate" REAL NOT NULL,
+    "lastPerformance" "PerformanceLevel" NOT NULL,
+    "totalErrorRate" REAL NOT NULL,
+    "totalPerformance" "PerformanceLevel" NOT NULL,
+    "participantId" UUID NOT NULL,
+    "courseId" UUID NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "ParticipantPerformance_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "InstancePerformance" (
+    "id" SERIAL NOT NULL,
+    "firstErrorRate" REAL,
+    "firstPartialRate" REAL,
+    "firstCorrectRate" REAL,
+    "lastErrorRate" REAL,
+    "lastPartialRate" REAL,
+    "lastCorrectRate" REAL,
+    "totalErrorRate" REAL NOT NULL,
+    "totalPartialRate" REAL NOT NULL,
+    "totalCorrectRate" REAL NOT NULL,
+    "instanceId" INTEGER NOT NULL,
+    "courseId" UUID NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "InstancePerformance_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "ActivityPerformance" (
+    "id" SERIAL NOT NULL,
+    "firstErrorRate" REAL,
+    "firstPartialRate" REAL,
+    "firstCorrectRate" REAL,
+    "lastErrorRate" REAL,
+    "lastPartialRate" REAL,
+    "lastCorrectRate" REAL,
+    "totalErrorRate" REAL NOT NULL,
+    "totalPartialRate" REAL NOT NULL,
+    "totalCorrectRate" REAL NOT NULL,
+    "practiceQuizId" UUID,
+    "microLearningId" UUID,
+    "courseId" UUID NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "ActivityPerformance_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "ActivityProgress" (
+    "id" SERIAL NOT NULL,
+    "totalCourseParticipants" INTEGER NOT NULL,
+    "startedCount" INTEGER NOT NULL,
+    "completedCount" INTEGER NOT NULL,
+    "repeatedCount" INTEGER,
+    "practiceQuizId" UUID,
+    "microLearningId" UUID,
+    "courseId" UUID NOT NULL,
+    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updatedAt" TIMESTAMP(3) NOT NULL,
+
+    CONSTRAINT "ActivityProgress_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "InstancePerformance_instanceId_key" ON "InstancePerformance"("instanceId");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "ActivityPerformance_practiceQuizId_key" ON "ActivityPerformance"("practiceQuizId");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "ActivityPerformance_microLearningId_key" ON "ActivityPerformance"("microLearningId");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "ActivityProgress_practiceQuizId_key" ON "ActivityProgress"("practiceQuizId");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "ActivityProgress_microLearningId_key" ON "ActivityProgress"("microLearningId");
+
+-- AddForeignKey
+ALTER TABLE "ParticipantPerformance" ADD CONSTRAINT "ParticipantPerformance_participantId_fkey" FOREIGN KEY ("participantId") REFERENCES "Participant"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ParticipantPerformance" ADD CONSTRAINT "ParticipantPerformance_courseId_fkey" FOREIGN KEY ("courseId") REFERENCES "Course"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "InstancePerformance" ADD CONSTRAINT "InstancePerformance_instanceId_fkey" FOREIGN KEY ("instanceId") REFERENCES "ElementInstance"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "InstancePerformance" ADD CONSTRAINT "InstancePerformance_courseId_fkey" FOREIGN KEY ("courseId") REFERENCES "Course"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ActivityPerformance" ADD CONSTRAINT "ActivityPerformance_practiceQuizId_fkey" FOREIGN KEY ("practiceQuizId") REFERENCES "PracticeQuiz"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ActivityPerformance" ADD CONSTRAINT "ActivityPerformance_microLearningId_fkey" FOREIGN KEY ("microLearningId") REFERENCES "MicroLearning"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ActivityPerformance" ADD CONSTRAINT "ActivityPerformance_courseId_fkey" FOREIGN KEY ("courseId") REFERENCES "Course"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ActivityProgress" ADD CONSTRAINT "ActivityProgress_practiceQuizId_fkey" FOREIGN KEY ("practiceQuizId") REFERENCES "PracticeQuiz"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ActivityProgress" ADD CONSTRAINT "ActivityProgress_microLearningId_fkey" FOREIGN KEY ("microLearningId") REFERENCES "MicroLearning"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ActivityProgress" ADD CONSTRAINT "ActivityProgress_courseId_fkey" FOREIGN KEY ("courseId") REFERENCES "Course"("id") ON DELETE CASCADE ON UPDATE CASCADE;
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index dce35865b4..e3c90011d8 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -11,6 +11,12 @@ enum ActivityLevel {
   HIGH
 }
 
+enum PerformanceLevel {
+  LOW
+  MEDIUM
+  HIGH
+}
+
 // All metrics are based on logged in participant activity only
 model ParticipantAnalytics {
   id   Int           @id @default(autoincrement())
@@ -162,6 +168,102 @@ model AggregatedCourseAnalytics {
   updatedAt DateTime @updatedAt
 }
 
+model ParticipantPerformance {
+  id Int @id @default(autoincrement())
+
+  firstErrorRate   Float            @db.Real // fraction of first responses that were incorrect (in the corresponding course)
+  firstPerformance PerformanceLevel // performance level based on quantiles of first error rate distributions over all participants
+
+  lastErrorRate   Float            @db.Real // fraction of last responses that were incorrect
+  lastPerformance PerformanceLevel
+
+  totalErrorRate   Float            @db.Real // fraction of all responses that were incorrect
+  totalPerformance PerformanceLevel
+
+  participant   Participant @relation(fields: [participantId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  participantId String      @db.Uuid
+
+  course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  courseId String @db.Uuid
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
+model InstancePerformance {
+  id Int @id @default(autoincrement())
+
+  firstErrorRate   Float? @db.Real // fraction of wrong answers to this instance (first attempt, PQ only)
+  firstPartialRate Float? @db.Real // fraction of partially correct answers to this instance (first attempt, PQ only)
+  firstCorrectRate Float? @db.Real // fraction of correct answers to this instance (first attempt, PQ only)
+
+  lastErrorRate   Float? @db.Real // ... (last attempt, PQ only)
+  lastPartialRate Float? @db.Real // ... (last attempt, PQ only)
+  lastCorrectRate Float? @db.Real // ... (last attempt, PQ only)
+
+  totalErrorRate   Float @db.Real // ... (all attempts)
+  totalPartialRate Float @db.Real // ... (all attempts)
+  totalCorrectRate Float @db.Real // ... (all attempts)
+
+  instance   ElementInstance @relation(fields: [instanceId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  instanceId Int             @unique
+
+  course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  courseId String @db.Uuid
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
+model ActivityPerformance {
+  id Int @id @default(autoincrement())
+
+  firstErrorRate   Float? @db.Real // fraction of wrong answers to instances in this activity (first attempt, PQ only)
+  firstPartialRate Float? @db.Real // fraction of partially correct answers to instances in this activity (first attempt, PQ only)
+  firstCorrectRate Float? @db.Real // fraction of correct answers to instances in this activity (first attempt, PQ only)
+
+  lastErrorRate   Float? @db.Real // ... (last attempt, PQ only)
+  lastPartialRate Float? @db.Real // ... (last attempt, PQ only)
+  lastCorrectRate Float? @db.Real // ... (last attempt, PQ only)
+
+  totalErrorRate   Float @db.Real // ... (all attempts)
+  totalPartialRate Float @db.Real // ... (all attempts)
+  totalCorrectRate Float @db.Real // ... (all attempts)
+
+  practiceQuiz   PracticeQuiz? @relation(fields: [practiceQuizId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  practiceQuizId String?       @unique @db.Uuid
+
+  microLearning   MicroLearning? @relation(fields: [microLearningId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  microLearningId String?        @unique @db.Uuid
+
+  course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  courseId String @db.Uuid
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
+model ActivityProgress {
+  id Int @id @default(autoincrement())
+
+  totalCourseParticipants Int
+  startedCount            Int
+  completedCount          Int
+  repeatedCount           Int?
+
+  practiceQuiz   PracticeQuiz? @relation(fields: [practiceQuizId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  practiceQuizId String?       @unique @db.Uuid
+
+  microLearning   MicroLearning? @relation(fields: [microLearningId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  microLearningId String?        @unique @db.Uuid
+
+  course   Course @relation(fields: [courseId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  courseId String @db.Uuid
+
+  createdAt DateTime @default(now())
+  updatedAt DateTime @updatedAt
+}
+
 model CompetencyTree {
   id Int @id @default(autoincrement())
 
diff --git a/packages/prisma/src/prisma/schema/course.prisma b/packages/prisma/src/prisma/schema/course.prisma
index 7c1ae29c14..4fc2228b90 100644
--- a/packages/prisma/src/prisma/schema/course.prisma
+++ b/packages/prisma/src/prisma/schema/course.prisma
@@ -39,6 +39,10 @@ model Course {
   aggregatedAnalytics        AggregatedAnalytics[]
   aggregatedCourseAnalytics  AggregatedCourseAnalytics[]
   participantCourseAnalytics ParticipantCourseAnalytics[]
+  participantPerformances    ParticipantPerformance[]
+  instancePerformances       InstancePerformance[]
+  activityPerformances       ActivityPerformance[]
+  activityProgresses         ActivityProgress[]
   responses                  QuestionResponse[]
   groupAssignmentPoolEntries GroupAssignmentPoolEntry[]
 
diff --git a/packages/prisma/src/prisma/schema/element.prisma b/packages/prisma/src/prisma/schema/element.prisma
index ca0abcc9a8..56a0865217 100644
--- a/packages/prisma/src/prisma/schema/element.prisma
+++ b/packages/prisma/src/prisma/schema/element.prisma
@@ -87,10 +87,11 @@ model ElementInstance {
   /// [PrismaElementResults]
   anonymousResults Json // contains the collection of gathered results by anonymous participants
 
-  responses          QuestionResponse[]
-  detailResponses    QuestionResponseDetail[]
-  feedbacks          ElementFeedback[]
-  instanceStatistics InstanceStatistics?
+  responses           QuestionResponse[]
+  detailResponses     QuestionResponseDetail[]
+  feedbacks           ElementFeedback[]
+  instanceStatistics  InstanceStatistics?
+  instancePerformance InstancePerformance?
 
   element        Element       @relation(fields: [elementId], references: [id], onDelete: Cascade, onUpdate: Cascade)
   elementId      Int
diff --git a/packages/prisma/src/prisma/schema/participant.prisma b/packages/prisma/src/prisma/schema/participant.prisma
index 37e0a22006..246a1acaa5 100644
--- a/packages/prisma/src/prisma/schema/participant.prisma
+++ b/packages/prisma/src/prisma/schema/participant.prisma
@@ -48,6 +48,7 @@ model Participant {
   titles                     Title[]
   participantAnalytics       ParticipantAnalytics[]
   participantCourseAnalytics ParticipantCourseAnalytics[]
+  coursePerformances         ParticipantPerformance[]
   groupAssignmentPoolEntries GroupAssignmentPoolEntry[]
   messages                   GroupMessage[]
 
diff --git a/packages/prisma/src/prisma/schema/quiz.prisma b/packages/prisma/src/prisma/schema/quiz.prisma
index 07d264e7dd..de5d835cee 100644
--- a/packages/prisma/src/prisma/schema/quiz.prisma
+++ b/packages/prisma/src/prisma/schema/quiz.prisma
@@ -31,6 +31,8 @@ model PracticeQuiz {
 
   responses       QuestionResponse[]
   responseDetails QuestionResponseDetail[]
+  performance     ActivityPerformance?
+  progress        ActivityProgress?
 
   startedCount   Int @default(0) // >= completedCount (at least one answer given to quiz)
   completedCount Int @default(0) // >= repeatedCount (every instance answered at least once)
@@ -213,6 +215,8 @@ model MicroLearning {
 
   responses       QuestionResponse[]
   responseDetails QuestionResponseDetail[]
+  performance     ActivityPerformance?
+  progress        ActivityProgress?
 
   startedCount   Int @default(0) // >= completedCount (at least one answer given to quiz)
   completedCount Int @default(0) // (every instance answered at least once)

From cb471c3f16659b4e763d028815d6b8398718c799 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Thu, 5 Dec 2024 17:17:04 +0100
Subject: [PATCH 13/38] enhance(apps/analytics): add computation logic for
 participant course performance (#4390)

---
 apps/analytics/src/modules/__init__.py        |   5 +
 .../participant_performance/__init__.py       |   3 +
 .../compute_performance_levels.py             |  39 ++++++
 .../compute_response_error_rates.py           |  54 ++++++++
 .../save_participant_performance.py           |  30 +++++
 .../notebooks/participant_performance.ipynb   | 126 ++++++++++++++++++
 .../migration.sql                             |   3 +
 .../prisma/src/prisma/schema/analytics.prisma |   2 +
 8 files changed, 262 insertions(+)
 create mode 100644 apps/analytics/src/modules/participant_performance/__init__.py
 create mode 100644 apps/analytics/src/modules/participant_performance/compute_performance_levels.py
 create mode 100644 apps/analytics/src/modules/participant_performance/compute_response_error_rates.py
 create mode 100644 apps/analytics/src/modules/participant_performance/save_participant_performance.py
 create mode 100644 apps/analytics/src/notebooks/participant_performance.ipynb
 rename packages/prisma/src/prisma/migrations/{20241205143213_learning_analytics_performance_progress => 20241205154359_learning_analytics_performance_progress}/migration.sql (97%)

diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
index f478e9e6fa..3435c1fc55 100644
--- a/apps/analytics/src/modules/__init__.py
+++ b/apps/analytics/src/modules/__init__.py
@@ -7,3 +7,8 @@
     save_participant_course_analytics,
 )
 from .aggregated_course_analytics import compute_weekday_activity
+from .participant_performance import (
+    compute_response_error_rates,
+    compute_performance_levels,
+    save_participant_performance,
+)
diff --git a/apps/analytics/src/modules/participant_performance/__init__.py b/apps/analytics/src/modules/participant_performance/__init__.py
new file mode 100644
index 0000000000..17911cd421
--- /dev/null
+++ b/apps/analytics/src/modules/participant_performance/__init__.py
@@ -0,0 +1,3 @@
+from .compute_response_error_rates import compute_response_error_rates
+from .compute_performance_levels import compute_performance_levels
+from .save_participant_performance import save_participant_performance
diff --git a/apps/analytics/src/modules/participant_performance/compute_performance_levels.py b/apps/analytics/src/modules/participant_performance/compute_performance_levels.py
new file mode 100644
index 0000000000..c4a7f64bbf
--- /dev/null
+++ b/apps/analytics/src/modules/participant_performance/compute_performance_levels.py
@@ -0,0 +1,39 @@
+def compute_performance_levels(df_performance):
+    # set the performance levels based on the quantiles
+    first_qs = df_performance.firstErrorRate.quantile([0.25, 0.75])
+    last_qs = df_performance.lastErrorRate.quantile([0.25, 0.75])
+    total_qs = df_performance.totalErrorRate.quantile([0.25, 0.75])
+
+    first_q1 = first_qs[0.25]
+    first_q3 = first_qs[0.75]
+    last_q1 = last_qs[0.25]
+    last_q3 = last_qs[0.75]
+    total_q1 = total_qs[0.25]
+    total_q3 = total_qs[0.75]
+
+    # set the performance levels based on the quantiles (inverse logic compared to activity - higher error rate is worse)
+    df_performance["firstPerformance"] = "MEDIUM"
+    df_performance.loc[
+        df_performance.firstErrorRate <= first_q1, "firstPerformance"
+    ] = "HIGH"
+    df_performance.loc[
+        df_performance.firstErrorRate >= first_q3, "firstPerformance"
+    ] = "LOW"
+
+    df_performance["lastPerformance"] = "MEDIUM"
+    df_performance.loc[df_performance.lastErrorRate <= last_q1, "lastPerformance"] = (
+        "HIGH"
+    )
+    df_performance.loc[df_performance.lastErrorRate >= last_q3, "lastPerformance"] = (
+        "LOW"
+    )
+
+    df_performance["totalPerformance"] = "MEDIUM"
+    df_performance.loc[
+        df_performance.totalErrorRate <= total_q1, "totalPerformance"
+    ] = "HIGH"
+    df_performance.loc[
+        df_performance.totalErrorRate >= total_q3, "totalPerformance"
+    ] = "LOW"
+
+    return df_performance
diff --git a/apps/analytics/src/modules/participant_performance/compute_response_error_rates.py b/apps/analytics/src/modules/participant_performance/compute_response_error_rates.py
new file mode 100644
index 0000000000..edc40d61df
--- /dev/null
+++ b/apps/analytics/src/modules/participant_performance/compute_response_error_rates.py
@@ -0,0 +1,54 @@
+def compute_response_error_rates(df_responses):
+    # compute the error rate for each response itself
+    df_responses["responseErrorRate"] = (
+        df_responses["wrongCount"] / df_responses["trialsCount"]
+    )
+
+    # compute the total number of responses, number of wrong first and last responses,
+    # total number of wrong responses, and the average total error rate
+    df_response_count = (
+        df_responses.groupby("participantId").size().reset_index(name="responseCount")
+    )
+    df_first_response_wrong_count = (
+        df_responses[df_responses["firstResponseCorrectness"] == "WRONG"]
+        .groupby("participantId")
+        .size()
+        .reset_index(name="wrongFirstResponseCount")
+    )
+    df_last_response_wrong_count = (
+        df_responses[df_responses["lastResponseCorrectness"] == "WRONG"]
+        .groupby("participantId")
+        .size()
+        .reset_index(name="wrongLastResponseCount")
+    )
+    df_total_error_rate = (
+        df_responses[["participantId", "responseErrorRate"]]
+        .groupby("participantId")
+        .agg("mean")
+        .reset_index()
+        .rename(
+            columns={
+                "responseErrorRate": "totalErrorRate",
+            }
+        )
+    )
+
+    # combine the dataframes into a single one
+    df_performance = (
+        df_response_count.merge(
+            df_first_response_wrong_count, on="participantId", how="left"
+        )
+        .merge(df_last_response_wrong_count, on="participantId", how="left")
+        .merge(df_total_error_rate, on="participantId", how="left")
+        .fillna(0)
+    )
+
+    # compute the first and last error rates
+    df_performance["firstErrorRate"] = (
+        df_performance["wrongFirstResponseCount"] / df_performance["responseCount"]
+    )
+    df_performance["lastErrorRate"] = (
+        df_performance["wrongLastResponseCount"] / df_performance["responseCount"]
+    )
+
+    return df_performance
diff --git a/apps/analytics/src/modules/participant_performance/save_participant_performance.py b/apps/analytics/src/modules/participant_performance/save_participant_performance.py
new file mode 100644
index 0000000000..95d4705a06
--- /dev/null
+++ b/apps/analytics/src/modules/participant_performance/save_participant_performance.py
@@ -0,0 +1,30 @@
+def save_participant_performance(db, df_performance, course_id):
+    for _, row in df_performance.iterrows():
+        db.participantperformance.upsert(
+            where={
+                "participantId_courseId": {
+                    "participantId": row["participantId"],
+                    "courseId": course_id,
+                }
+            },
+            data={
+                "create": {
+                    "firstErrorRate": row["firstErrorRate"],
+                    "firstPerformance": row["firstPerformance"],
+                    "lastErrorRate": row["lastErrorRate"],
+                    "lastPerformance": row["lastPerformance"],
+                    "totalErrorRate": row["totalErrorRate"],
+                    "totalPerformance": row["totalPerformance"],
+                    "participant": {"connect": {"id": row["participantId"]}},
+                    "course": {"connect": {"id": course_id}},
+                },
+                "update": {
+                    "firstErrorRate": row["firstErrorRate"],
+                    "firstPerformance": row["firstPerformance"],
+                    "lastErrorRate": row["lastErrorRate"],
+                    "lastPerformance": row["lastPerformance"],
+                    "totalErrorRate": row["totalErrorRate"],
+                    "totalPerformance": row["totalPerformance"],
+                },
+            },
+        )
diff --git a/apps/analytics/src/notebooks/participant_performance.ipynb b/apps/analytics/src/notebooks/participant_performance.ipynb
new file mode 100644
index 0000000000..7cb68989b2
--- /dev/null
+++ b/apps/analytics/src/notebooks/participant_performance.ipynb
@@ -0,0 +1,126 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Preparation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "import sys\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.participant_course_analytics.get_running_past_courses import (\n",
+    "    get_running_past_courses,\n",
+    ")\n",
+    "from src.modules.participant_performance.compute_response_error_rates import (\n",
+    "    compute_response_error_rates,\n",
+    ")\n",
+    "from src.modules.participant_performance.compute_performance_levels import (\n",
+    "    compute_performance_levels,\n",
+    ")\n",
+    "from src.modules.participant_performance.save_participant_performance import (\n",
+    "    save_participant_performance,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
+    "\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Compute Participant Performance"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Fetch all courses from the database\n",
+    "df_courses = get_running_past_courses(db)\n",
+    "\n",
+    "# Iterate over the course and fetch all question responses linked to it\n",
+    "for idx, course in df_courses.iterrows():\n",
+    "    course_id = course[\"id\"]\n",
+    "    print(f\"Processing course\", idx, \"of\", len(df_courses), \"with id\", course_id)\n",
+    "\n",
+    "    # fetch all question responses linked to this course\n",
+    "    question_responses = db.questionresponse.find_many(where={\"courseId\": course_id})\n",
+    "    df_responses = pd.DataFrame(list(map(lambda x: x.dict(), question_responses)))\n",
+    "\n",
+    "    # if no responses are linked to the course, skip the iteration\n",
+    "    if df_responses.empty:\n",
+    "        print(\"No responses linked to course\", course_id)\n",
+    "        continue\n",
+    "\n",
+    "    df_performance = compute_response_error_rates(df_responses)\n",
+    "    df_performance = compute_performance_levels(df_performance)\n",
+    "\n",
+    "    # store computed performance analytics in the corresponding database table\n",
+    "    save_participant_performance(db, df_performance, course_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Disconnect from the database\n",
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-fkWWeYLw-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/packages/prisma/src/prisma/migrations/20241205143213_learning_analytics_performance_progress/migration.sql b/packages/prisma/src/prisma/migrations/20241205154359_learning_analytics_performance_progress/migration.sql
similarity index 97%
rename from packages/prisma/src/prisma/migrations/20241205143213_learning_analytics_performance_progress/migration.sql
rename to packages/prisma/src/prisma/migrations/20241205154359_learning_analytics_performance_progress/migration.sql
index 2b0f6ac7a3..9fdc277283 100644
--- a/packages/prisma/src/prisma/migrations/20241205143213_learning_analytics_performance_progress/migration.sql
+++ b/packages/prisma/src/prisma/migrations/20241205154359_learning_analytics_performance_progress/migration.sql
@@ -75,6 +75,9 @@ CREATE TABLE "ActivityProgress" (
     CONSTRAINT "ActivityProgress_pkey" PRIMARY KEY ("id")
 );
 
+-- CreateIndex
+CREATE UNIQUE INDEX "ParticipantPerformance_participantId_courseId_key" ON "ParticipantPerformance"("participantId", "courseId");
+
 -- CreateIndex
 CREATE UNIQUE INDEX "InstancePerformance_instanceId_key" ON "InstancePerformance"("instanceId");
 
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index e3c90011d8..ed27694f09 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -188,6 +188,8 @@ model ParticipantPerformance {
 
   createdAt DateTime @default(now())
   updatedAt DateTime @updatedAt
+
+  @@unique([participantId, courseId])
 }
 
 model InstancePerformance {

From a04be0a2adcc8e9b800987963e89c54d703d17dd Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Fri, 6 Dec 2024 08:41:56 +0100
Subject: [PATCH 14/38] enhance(apps/analytics): add computation logic for
 instance and activity performance analytics (#4391)

---
 apps/analytics/src/modules/__init__.py        |  20 +--
 .../instance_activity_performance/__init__.py |   5 +
 .../agg_activity_performance.py               |   6 +
 .../compute_instance_performance.py           | 110 +++++++++++++
 .../get_course_activities.py                  |  14 ++
 .../save_activity_performance.py              |  41 +++++
 .../save_instance_performances.py             |  43 ++++++
 .../instance_activity_performance.ipynb       | 144 ++++++++++++++++++
 .../migration.sql                             |   1 +
 .../prisma/src/prisma/schema/analytics.prisma |   2 +
 10 files changed, 372 insertions(+), 14 deletions(-)
 create mode 100644 apps/analytics/src/modules/instance_activity_performance/__init__.py
 create mode 100644 apps/analytics/src/modules/instance_activity_performance/agg_activity_performance.py
 create mode 100644 apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py
 create mode 100644 apps/analytics/src/modules/instance_activity_performance/get_course_activities.py
 create mode 100644 apps/analytics/src/modules/instance_activity_performance/save_activity_performance.py
 create mode 100644 apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py
 create mode 100644 apps/analytics/src/notebooks/instance_activity_performance.ipynb
 rename packages/prisma/src/prisma/migrations/{20241205154359_learning_analytics_performance_progress => 20241205172606_learning_analytics_performance_progress}/migration.sql (99%)

diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
index 3435c1fc55..d22993a147 100644
--- a/apps/analytics/src/modules/__init__.py
+++ b/apps/analytics/src/modules/__init__.py
@@ -1,14 +1,6 @@
-from .participant_analytics import compute_correctness, get_participant_responses
-from .aggregated_analytics import compute_aggregated_analytics
-from .participant_course_analytics import (
-    get_running_past_courses,
-    get_active_weeks,
-    compute_participant_activity,
-    save_participant_course_analytics,
-)
-from .aggregated_course_analytics import compute_weekday_activity
-from .participant_performance import (
-    compute_response_error_rates,
-    compute_performance_levels,
-    save_participant_performance,
-)
+from .participant_analytics import *
+from .aggregated_analytics import *
+from .participant_course_analytics import *
+from .aggregated_course_analytics import *
+from .participant_performance import *
+from .instance_activity_performance import *
diff --git a/apps/analytics/src/modules/instance_activity_performance/__init__.py b/apps/analytics/src/modules/instance_activity_performance/__init__.py
new file mode 100644
index 0000000000..788742b6b8
--- /dev/null
+++ b/apps/analytics/src/modules/instance_activity_performance/__init__.py
@@ -0,0 +1,5 @@
+from .get_course_activities import get_course_activities
+from .compute_instance_performance import compute_instance_performance
+from .agg_activity_performance import agg_activity_performance
+from .save_instance_performances import save_instance_performances
+from .save_activity_performance import save_activity_performance
diff --git a/apps/analytics/src/modules/instance_activity_performance/agg_activity_performance.py b/apps/analytics/src/modules/instance_activity_performance/agg_activity_performance.py
new file mode 100644
index 0000000000..b09f707957
--- /dev/null
+++ b/apps/analytics/src/modules/instance_activity_performance/agg_activity_performance.py
@@ -0,0 +1,6 @@
+def agg_activity_performance(df_instance_performance):
+    activity_performance = df_instance_performance.mean()
+    activity_performance.drop("instanceId", inplace=True)
+    activity_performance.to_dict()
+
+    return activity_performance
diff --git a/apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py b/apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py
new file mode 100644
index 0000000000..b287515a20
--- /dev/null
+++ b/apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py
@@ -0,0 +1,110 @@
+import pandas as pd
+
+
+def compute_instance_performance(db, activity, total_only=False):
+    # initialize dataframes for performance tracking
+    df_instance_performance = pd.DataFrame(
+        columns=[
+            "instanceId",
+            "responseCount",
+            "firstErrorRate",
+            "firstPartialRate",
+            "firstCorrectRate",
+            "lastErrorRate",
+            "lastPartialRate",
+            "lastCorrectRate",
+            "totalErrorRate",
+            "totalPartialRate",
+            "totalCorrectRate",
+        ]
+    )
+
+    for stack in activity["stacks"]:
+        for instance in stack["elements"]:
+            df_responses = pd.DataFrame(instance["responses"])
+
+            if df_responses.empty:
+                continue
+
+            # count number of responses
+            num_responses = len(df_responses)
+
+            if not total_only:
+                # compute correctness rates for first and last response
+                first_error_rate = (
+                    df_responses["firstResponseCorrectness"]
+                    .value_counts()
+                    .get("WRONG", 0)
+                    / num_responses
+                )
+                first_partial_rate = (
+                    df_responses["firstResponseCorrectness"]
+                    .value_counts()
+                    .get("PARTIAL", 0)
+                    / num_responses
+                )
+                first_correct_rate = (
+                    df_responses["firstResponseCorrectness"]
+                    .value_counts()
+                    .get("CORRECT", 0)
+                    / num_responses
+                )
+                last_error_rate = (
+                    df_responses["lastResponseCorrectness"]
+                    .value_counts()
+                    .get("WRONG", 0)
+                    / num_responses
+                )
+                last_partial_rate = (
+                    df_responses["lastResponseCorrectness"]
+                    .value_counts()
+                    .get("PARTIAL", 0)
+                    / num_responses
+                )
+                last_correct_rate = (
+                    df_responses["lastResponseCorrectness"]
+                    .value_counts()
+                    .get("CORRECT", 0)
+                    / num_responses
+                )
+
+            # compute total correctness rates
+            df_responses["responseErrorRate"] = (
+                df_responses["wrongCount"] / df_responses["trialsCount"]
+            )
+            df_responses["responsePartialRate"] = (
+                df_responses["partialCorrectCount"] / df_responses["trialsCount"]
+            )
+            df_responses["responseCorrectRate"] = (
+                df_responses["correctCount"] / df_responses["trialsCount"]
+            )
+            total_error_rate = df_responses["responseErrorRate"].mean()
+            total_partial_rate = df_responses["responsePartialRate"].mean()
+            total_correct_rate = df_responses["responseCorrectRate"].mean()
+
+            # append instance values to dataframe
+            instance_performance = {
+                "instanceId": instance["id"],
+                "responseCount": num_responses,
+                "totalErrorRate": total_error_rate,
+                "totalPartialRate": total_partial_rate,
+                "totalCorrectRate": total_correct_rate,
+            }
+
+            if not total_only:
+                instance_performance.update(
+                    {
+                        "firstErrorRate": first_error_rate,
+                        "firstPartialRate": first_partial_rate,
+                        "firstCorrectRate": first_correct_rate,
+                        "lastErrorRate": last_error_rate,
+                        "lastPartialRate": last_partial_rate,
+                        "lastCorrectRate": last_correct_rate,
+                    }
+                )
+
+            df_instance_performance.loc[len(df_instance_performance)] = (
+                instance_performance
+            )
+
+    return df_instance_performance
diff --git a/apps/analytics/src/modules/instance_activity_performance/get_course_activities.py b/apps/analytics/src/modules/instance_activity_performance/get_course_activities.py
new file mode 100644
index 0000000000..f904c0232b
--- /dev/null
+++ b/apps/analytics/src/modules/instance_activity_performance/get_course_activities.py
@@ -0,0 +1,14 @@
+def get_course_activities(db, course_id):
+    pqs = db.practicequiz.find_many(
+        where={"courseId": course_id},
+        include={"stacks": {"include": {"elements": {"include": {"responses": True}}}}},
+    )
+    pqs = list(map(lambda x: x.dict(), pqs))
+
+    mls = db.microlearning.find_many(
+        where={"courseId": course_id},
+        include={"stacks": {"include": {"elements": {"include": {"responses": True}}}}},
+    )
+    mls = list(map(lambda x: x.dict(), mls))
+
+    return pqs, mls
diff --git a/apps/analytics/src/modules/instance_activity_performance/save_activity_performance.py b/apps/analytics/src/modules/instance_activity_performance/save_activity_performance.py
new file mode 100644
index 0000000000..86df7d9f1c
--- /dev/null
+++ b/apps/analytics/src/modules/instance_activity_performance/save_activity_performance.py
@@ -0,0 +1,41 @@
+def save_activity_performance(
+    db, activity_performance, course_id, practice_quiz_id=None, microlearning_id=None
+):
+    values = {
+        "totalErrorRate": activity_performance.totalErrorRate,
+        "totalPartialRate": activity_performance.totalPartialRate,
+        "totalCorrectRate": activity_performance.totalCorrectRate,
+    }
+
+    if practice_quiz_id is not None:
+        values.update(
+            {
+                "firstErrorRate": activity_performance.firstErrorRate,
+                "firstPartialRate": activity_performance.firstPartialRate,
+                "firstCorrectRate": activity_performance.firstCorrectRate,
+                "lastErrorRate": activity_performance.lastErrorRate,
+                "lastPartialRate": activity_performance.lastPartialRate,
+                "lastCorrectRate": activity_performance.lastCorrectRate,
+            }
+        )
+
+        create_values = values.copy()
+        create_values["practiceQuiz"] = {"connect": {"id": practice_quiz_id}}
+        create_values["course"] = {"connect": {"id": course_id}}
+        where_clause = {"practiceQuizId": practice_quiz_id}
+
+    elif microlearning_id is not None:
+        create_values = values.copy()
+        create_values["microLearning"] = {"connect": {"id": microlearning_id}}
+        create_values["course"] = {"connect": {"id": course_id}}
+        where_clause = {"microLearningId": microlearning_id}
+
+    else:
+        raise ValueError(
+            "Either practice_quiz_id or microlearning_id must be provided for activity performance creation/update"
+        )
+
+    db.activityperformance.upsert(
+        where=where_clause,
+        data={"create": create_values, "update": values},
+    )
diff --git a/apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py b/apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py
new file mode 100644
index 0000000000..5a3910524a
--- /dev/null
+++ b/apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py
@@ -0,0 +1,43 @@
+def save_instance_performances(
+    db, df_instance_performance, course_id, total_only=False
+):
+    for _, row in df_instance_performance.iterrows():
+        # extract values from dataframe
+        values = {
+            "responseCount": row["responseCount"],
+            "totalErrorRate": row["totalErrorRate"],
+            "totalPartialRate": row["totalPartialRate"],
+            "totalCorrectRate": row["totalCorrectRate"],
+        }
+
+        # only define first and last response rates if applicable
+        if not total_only:
+            values.update(
+                {
+                    "firstErrorRate": row["firstErrorRate"],
+                    "firstPartialRate": row["firstPartialRate"],
+                    "firstCorrectRate": row["firstCorrectRate"],
+                    "lastErrorRate": row["lastErrorRate"],
+                    "lastPartialRate": row["lastPartialRate"],
+                    "lastCorrectRate": row["lastCorrectRate"],
+                }
+            )
+
+        # add relational links during creation
+        create_values = values.copy()
+        create_values.update(
+            {
+                "instance": {"connect": {"id": row["instanceId"]}},
+                "course": {"connect": {"id": course_id}},
+            }
+        )
+
+        db.instanceperformance.upsert(
+            where={
+                "instanceId": row["instanceId"],
+            },
+            data={
+                "create": create_values,
+                "update": values,
+            },
+        )
diff --git a/apps/analytics/src/notebooks/instance_activity_performance.ipynb b/apps/analytics/src/notebooks/instance_activity_performance.ipynb
new file mode 100644
index 0000000000..dd3a77f83c
--- /dev/null
+++ b/apps/analytics/src/notebooks/instance_activity_performance.ipynb
@@ -0,0 +1,144 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Preparation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "import sys\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.participant_course_analytics.get_running_past_courses import (\n",
+    "    get_running_past_courses,\n",
+    ")\n",
+    "from src.modules.instance_activity_performance.get_course_activities import get_course_activities\n",
+    "from src.modules.instance_activity_performance.compute_instance_performance import compute_instance_performance\n",
+    "from src.modules.instance_activity_performance.agg_activity_performance import agg_activity_performance\n",
+    "from src.modules.instance_activity_performance.save_instance_performances import save_instance_performances\n",
+    "from src.modules.instance_activity_performance.save_activity_performance import save_activity_performance"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
+    "\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Compute Participant Performance"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Fetch all courses from the database\n",
+    "df_courses = get_running_past_courses(db)\n",
+    "\n",
+    "# Iterate over the course and fetch all question responses linked to it\n",
+    "for idx, course in df_courses.iterrows():\n",
+    "    course_id = course[\"id\"]\n",
+    "    print(f\"Processing course\", idx, \"of\", len(df_courses), \"with id\", course_id)\n",
+    "\n",
+    "    # fetch all practice quizzes and microlearnings linked to the course\n",
+    "    pqs, mls = get_course_activities(db, course_id)\n",
+    "\n",
+    "    for quiz in pqs:\n",
+    "        # compute instance performances\n",
+    "        df_instance_performance = compute_instance_performance(db, quiz)\n",
+    "\n",
+    "        # if no instances with values were found, skip the activity\n",
+    "        if df_instance_performance.empty:\n",
+    "            continue\n",
+    "\n",
+    "        # compute the activity performance by aggregating the all instance performances\n",
+    "        activity_performance = agg_activity_performance(df_instance_performance)\n",
+    "\n",
+    "        # save instance performance data\n",
+    "        save_instance_performances(db, df_instance_performance, course_id)\n",
+    "\n",
+    "        # save activity performance data\n",
+    "        save_activity_performance(db, activity_performance, course_id, practice_quiz_id=quiz[\"id\"])\n",
+    "\n",
+    "    for ml in mls:\n",
+    "        # compute instance performances\n",
+    "        df_instance_performance = compute_instance_performance(db, ml, total_only=True)\n",
+    "\n",
+    "        # if no instances with values were found, skip the activity\n",
+    "        if df_instance_performance.empty:\n",
+    "            continue\n",
+    "\n",
+    "        # compute the activity performance by aggregating the all instance performances\n",
+    "        activity_performance = agg_activity_performance(df_instance_performance)\n",
+    "\n",
+    "        # save instance performance data\n",
+    "        save_instance_performances(db, df_instance_performance, course_id, total_only=True)\n",
+    "\n",
+    "        # save activity performance data\n",
+    "        save_activity_performance(db, activity_performance, course_id, microlearning_id=ml[\"id\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Disconnect from the database\n",
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-fkWWeYLw-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/packages/prisma/src/prisma/migrations/20241205154359_learning_analytics_performance_progress/migration.sql b/packages/prisma/src/prisma/migrations/20241205172606_learning_analytics_performance_progress/migration.sql
similarity index 99%
rename from packages/prisma/src/prisma/migrations/20241205154359_learning_analytics_performance_progress/migration.sql
rename to packages/prisma/src/prisma/migrations/20241205172606_learning_analytics_performance_progress/migration.sql
index 9fdc277283..599a5aa80c 100644
--- a/packages/prisma/src/prisma/migrations/20241205154359_learning_analytics_performance_progress/migration.sql
+++ b/packages/prisma/src/prisma/migrations/20241205172606_learning_analytics_performance_progress/migration.sql
@@ -21,6 +21,7 @@ CREATE TABLE "ParticipantPerformance" (
 -- CreateTable
 CREATE TABLE "InstancePerformance" (
     "id" SERIAL NOT NULL,
+    "responseCount" INTEGER NOT NULL,
     "firstErrorRate" REAL,
     "firstPartialRate" REAL,
     "firstCorrectRate" REAL,
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index ed27694f09..dbf0f5683b 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -195,6 +195,8 @@ model ParticipantPerformance {
 model InstancePerformance {
   id Int @id @default(autoincrement())
 
+  responseCount Int // total number of responses to this instance
+
   firstErrorRate   Float? @db.Real // fraction of wrong answers to this instance (first attempt, PQ only)
   firstPartialRate Float? @db.Real // fraction of partially correct answers to this instance (first attempt, PQ only)
   firstCorrectRate Float? @db.Real // fraction of correct answers to this instance (first attempt, PQ only)

From 28d64f67f952aa009e0f879a8bba5466f68e15ff Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Fri, 6 Dec 2024 11:23:31 +0100
Subject: [PATCH 15/38] enhance(apps/analytics): add computation logic for
 activity progress (#4392)

---
 apps/analytics/src/modules/__init__.py        |   1 +
 .../src/modules/activity_progress/__init__.py |   4 +
 .../compute_progress_counts.py                |  41 +++++
 .../get_course_progress_activities.py         |  14 ++
 .../save_microlearning_progress.py            |  21 +++
 .../save_practice_quiz_progress.py            |  23 +++
 .../src/notebooks/activity_progress.ipynb     | 147 ++++++++++++++++++
 .../instance_activity_performance.ipynb       |  32 +++-
 8 files changed, 275 insertions(+), 8 deletions(-)
 create mode 100644 apps/analytics/src/modules/activity_progress/__init__.py
 create mode 100644 apps/analytics/src/modules/activity_progress/compute_progress_counts.py
 create mode 100644 apps/analytics/src/modules/activity_progress/get_course_progress_activities.py
 create mode 100644 apps/analytics/src/modules/activity_progress/save_microlearning_progress.py
 create mode 100644 apps/analytics/src/modules/activity_progress/save_practice_quiz_progress.py
 create mode 100644 apps/analytics/src/notebooks/activity_progress.ipynb

diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
index d22993a147..d7730fcebb 100644
--- a/apps/analytics/src/modules/__init__.py
+++ b/apps/analytics/src/modules/__init__.py
@@ -4,3 +4,4 @@
 from .aggregated_course_analytics import *
 from .participant_performance import *
 from .instance_activity_performance import *
+from .activity_progress import *
diff --git a/apps/analytics/src/modules/activity_progress/__init__.py b/apps/analytics/src/modules/activity_progress/__init__.py
new file mode 100644
index 0000000000..f178da34cc
--- /dev/null
+++ b/apps/analytics/src/modules/activity_progress/__init__.py
@@ -0,0 +1,4 @@
+from .get_course_progress_activities import get_course_progress_activities
+from .compute_progress_counts import compute_progress_counts
+from .save_practice_quiz_progress import save_practice_quiz_progress
+from .save_microlearning_progress import save_microlearning_progress
diff --git a/apps/analytics/src/modules/activity_progress/compute_progress_counts.py b/apps/analytics/src/modules/activity_progress/compute_progress_counts.py
new file mode 100644
index 0000000000..4126bcc1b8
--- /dev/null
+++ b/apps/analytics/src/modules/activity_progress/compute_progress_counts.py
@@ -0,0 +1,41 @@
+import pandas as pd
+
+
+def compute_progress_counts(activity):
+    started_count = 0
+    completed_count = 0
+    repeated_count = 0
+
+    if len(activity["responses"]) != 0:
+        # count number of elements in activity stacks
+        num_elements = 0
+        for stack in activity["stacks"]:
+            num_elements += len(stack["elements"])
+
+        # group the activity responses by participant and count them
+        df_responses = pd.DataFrame(activity["responses"])
+        df_statistics = (
+            df_responses[["id", "trialsCount", "participantId"]]
+            .groupby("participantId")
+            .agg({"id": "count", "trialsCount": "min"})
+            .rename(columns={"id": "count", "trialsCount": "min_trials"})
+        )
+
+        # compute number of participants that have started the activity
+        started_count = len(df_statistics[df_statistics["count"] <= num_elements])
+
+        # compute number of participants that have completed the activity
+        completed_count = len(df_statistics[df_statistics["count"] == num_elements])
+
+        # count the number of participants that have repeated the activity (completed and min_trials >= 2)
+        repeated_count = len(
+            df_statistics[
+                (df_statistics["count"] == num_elements)
+                & (df_statistics["min_trials"] >= 2)
+            ]
+        )
+
+    else:
+        print("No responses found for activity", activity["id"])
+
+    return started_count, completed_count, repeated_count
diff --git a/apps/analytics/src/modules/activity_progress/get_course_progress_activities.py b/apps/analytics/src/modules/activity_progress/get_course_progress_activities.py
new file mode 100644
index 0000000000..9dfd34a2b0
--- /dev/null
+++ b/apps/analytics/src/modules/activity_progress/get_course_progress_activities.py
@@ -0,0 +1,14 @@
+def get_course_progress_activities(db, course_id):
+    pqs = db.practicequiz.find_many(
+        where={"courseId": course_id},
+        include={"stacks": {"include": {"elements": True}}, "responses": True},
+    )
+    pqs = list(map(lambda x: x.dict(), pqs))
+
+    mls = db.microlearning.find_many(
+        where={"courseId": course_id},
+        include={"stacks": {"include": {"elements": True}}, "responses": True},
+    )
+    mls = list(map(lambda x: x.dict(), mls))
+
+    return pqs, mls
diff --git a/apps/analytics/src/modules/activity_progress/save_microlearning_progress.py b/apps/analytics/src/modules/activity_progress/save_microlearning_progress.py
new file mode 100644
index 0000000000..e4fd274d8f
--- /dev/null
+++ b/apps/analytics/src/modules/activity_progress/save_microlearning_progress.py
@@ -0,0 +1,21 @@
+def save_microlearning_progress(
+    db,
+    course_participants,
+    started_count,
+    completed_count,
+    course_id,
+    ml_id,
+):
+    values = {
+        "totalCourseParticipants": course_participants,
+        "startedCount": started_count,
+        "completedCount": completed_count,
+    }
+    creation_values = values.copy()
+    creation_values["course"] = {"connect": {"id": course_id}}
+    creation_values["microLearning"] = {"connect": {"id": ml_id}}
+
+    db.activityprogress.upsert(
+        where={"microLearningId": ml_id},
+        data={"create": creation_values, "update": values},
+    )
diff --git a/apps/analytics/src/modules/activity_progress/save_practice_quiz_progress.py b/apps/analytics/src/modules/activity_progress/save_practice_quiz_progress.py
new file mode 100644
index 0000000000..1cafd7a31d
--- /dev/null
+++ b/apps/analytics/src/modules/activity_progress/save_practice_quiz_progress.py
@@ -0,0 +1,23 @@
+def save_practice_quiz_progress(
+    db,
+    course_participants,
+    started_count,
+    completed_count,
+    repeated_count,
+    course_id,
+    quiz_id,
+):
+    values = {
+        "totalCourseParticipants": course_participants,
+        "startedCount": started_count,
+        "completedCount": completed_count,
+        "repeatedCount": repeated_count,
+    }
+    creation_values = values.copy()
+    creation_values["course"] = {"connect": {"id": course_id}}
+    creation_values["practiceQuiz"] = {"connect": {"id": quiz_id}}
+
+    db.activityprogress.upsert(
+        where={"practiceQuizId": quiz_id},
+        data={"create": creation_values, "update": values},
+    )
diff --git a/apps/analytics/src/notebooks/activity_progress.ipynb b/apps/analytics/src/notebooks/activity_progress.ipynb
new file mode 100644
index 0000000000..9413120834
--- /dev/null
+++ b/apps/analytics/src/notebooks/activity_progress.ipynb
@@ -0,0 +1,147 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Preparation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "import sys\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.participant_course_analytics.get_running_past_courses import (\n",
+    "    get_running_past_courses,\n",
+    ")\n",
+    "from src.modules.activity_progress.get_course_progress_activities import (\n",
+    "    get_course_progress_activities,\n",
+    ")\n",
+    "from src.modules.activity_progress.compute_progress_counts import (\n",
+    "    compute_progress_counts,\n",
+    ")\n",
+    "from src.modules.activity_progress.save_practice_quiz_progress import (\n",
+    "    save_practice_quiz_progress,\n",
+    ")\n",
+    "from src.modules.activity_progress.save_microlearning_progress import (\n",
+    "    save_microlearning_progress,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
+    "\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Compute Activity Progress"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Fetch all courses from the database\n",
+    "df_courses = get_running_past_courses(db)\n",
+    "\n",
+    "# Iterate over the course and fetch all question responses linked to it\n",
+    "for idx, course in df_courses.iterrows():\n",
+    "    course_id = course[\"id\"]\n",
+    "    print(f\"Processing course\", idx, \"of\", len(df_courses), \"with id\", course_id)\n",
+    "\n",
+    "    # extract number of participants\n",
+    "    course_participants = len(course[\"participations\"])\n",
+    "\n",
+    "    # fetch all practice quizzes and microlearnings linked to the course\n",
+    "    pqs, mls = get_course_progress_activities(db, course_id)\n",
+    "\n",
+    "    for quiz in pqs:\n",
+    "        started_count, completed_count, repeated_count = compute_progress_counts(quiz)\n",
+    "\n",
+    "        # store results in database table\n",
+    "        save_practice_quiz_progress(\n",
+    "            db,\n",
+    "            course_participants,\n",
+    "            started_count,\n",
+    "            completed_count,\n",
+    "            repeated_count,\n",
+    "            course_id,\n",
+    "            quiz[\"id\"],\n",
+    "        )\n",
+    "\n",
+    "    for ml in mls:\n",
+    "        started_count, completed_count, repeated_count = compute_progress_counts(ml)\n",
+    "\n",
+    "        # store results in database table\n",
+    "        save_microlearning_progress(\n",
+    "            db,\n",
+    "            course_participants,\n",
+    "            started_count,\n",
+    "            completed_count,\n",
+    "            course_id,\n",
+    "            ml[\"id\"],\n",
+    "        )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Disconnect from the database\n",
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-fkWWeYLw-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/apps/analytics/src/notebooks/instance_activity_performance.ipynb b/apps/analytics/src/notebooks/instance_activity_performance.ipynb
index dd3a77f83c..8dd4417006 100644
--- a/apps/analytics/src/notebooks/instance_activity_performance.ipynb
+++ b/apps/analytics/src/notebooks/instance_activity_performance.ipynb
@@ -26,11 +26,21 @@
     "from src.modules.participant_course_analytics.get_running_past_courses import (\n",
     "    get_running_past_courses,\n",
     ")\n",
-    "from src.modules.instance_activity_performance.get_course_activities import get_course_activities\n",
-    "from src.modules.instance_activity_performance.compute_instance_performance import compute_instance_performance\n",
-    "from src.modules.instance_activity_performance.agg_activity_performance import agg_activity_performance\n",
-    "from src.modules.instance_activity_performance.save_instance_performances import save_instance_performances\n",
-    "from src.modules.instance_activity_performance.save_activity_performance import save_activity_performance"
+    "from src.modules.instance_activity_performance.get_course_activities import (\n",
+    "    get_course_activities,\n",
+    ")\n",
+    "from src.modules.instance_activity_performance.compute_instance_performance import (\n",
+    "    compute_instance_performance,\n",
+    ")\n",
+    "from src.modules.instance_activity_performance.agg_activity_performance import (\n",
+    "    agg_activity_performance,\n",
+    ")\n",
+    "from src.modules.instance_activity_performance.save_instance_performances import (\n",
+    "    save_instance_performances,\n",
+    ")\n",
+    "from src.modules.instance_activity_performance.save_activity_performance import (\n",
+    "    save_activity_performance,\n",
+    ")"
    ]
   },
   {
@@ -89,7 +99,9 @@
     "        save_instance_performances(db, df_instance_performance, course_id)\n",
     "\n",
     "        # save activity performance data\n",
-    "        save_activity_performance(db, activity_performance, course_id, practice_quiz_id=quiz[\"id\"])\n",
+    "        save_activity_performance(\n",
+    "            db, activity_performance, course_id, practice_quiz_id=quiz[\"id\"]\n",
+    "        )\n",
     "\n",
     "    for ml in mls:\n",
     "        # compute instance performances\n",
@@ -103,10 +115,14 @@
     "        activity_performance = agg_activity_performance(df_instance_performance)\n",
     "\n",
     "        # save instance performance data\n",
-    "        save_instance_performances(db, df_instance_performance, course_id, total_only=True)\n",
+    "        save_instance_performances(\n",
+    "            db, df_instance_performance, course_id, total_only=True\n",
+    "        )\n",
     "\n",
     "        # save activity performance data\n",
-    "        save_activity_performance(db, activity_performance, course_id, microlearning_id=ml[\"id\"])"
+    "        save_activity_performance(\n",
+    "            db, activity_performance, course_id, microlearning_id=ml[\"id\"]\n",
+    "        )"
    ]
   },
   {

From b8a134aec969f2f369a345ba71ca8930164350ff Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Fri, 6 Dec 2024 17:42:34 +0100
Subject: [PATCH 16/38] enhance: add first version of activity dashboard with
 daily and weekly student activity charts (#4393)

---
 .../activity/ActivityAnalyticsNavigation.tsx  |  16 +
 .../activity/ActivityTimeSeriesPlot.tsx       |  85 +++++
 .../analytics/activity/DailyActivityPlot.tsx  |  84 +++++
 .../overview/ActivityDashboardLabel.tsx       |  16 +
 .../overview/AnalyticsCourseLabel.tsx         |  34 ++
 .../overview/AnalyticsNavigation.tsx          |  35 ++
 .../overview/CourseDashboardList.tsx          |  42 +++
 .../analytics/overview/DashboardButtons.tsx   |  48 +++
 .../overview/PerformanceDashboardLabel.tsx    |  16 +
 .../analytics/overview/QuizDashboardLabel.tsx |  16 +
 .../pages/analytics/[courseId]/activity.tsx   | 111 +++++++
 .../analytics/[courseId]/performance.tsx      |  45 +++
 .../pages/analytics/[courseId]/quizzes.tsx    |  45 +++
 .../src/pages/analytics/index.tsx             |  28 +-
 .../src/pages/courses/index.tsx               |  10 +-
 .../ops/QGetCourseActivityAnalytics.graphql   |  23 ++
 packages/graphql/src/ops.schema.json          | 305 ++++++++++++++++++
 packages/graphql/src/ops.ts                   |  40 +++
 packages/graphql/src/public/client.json       |   1 +
 packages/graphql/src/public/schema.graphql    |  24 ++
 packages/graphql/src/public/server.json       |   1 +
 packages/graphql/src/schema/analytics.ts      |  70 ++++
 packages/graphql/src/schema/query.ts          |  14 +-
 packages/graphql/src/services/analytics.ts    |  50 +++
 packages/graphql/src/services/courses.ts      |  11 +-
 packages/i18n/messages/de.ts                  |  25 ++
 packages/i18n/messages/en.ts                  |  25 ++
 .../migration.sql                             |   0
 .../prisma/src/prisma/schema/course.prisma    |   2 +-
 packages/shared-components/src/Loader.tsx     |   5 +-
 30 files changed, 1207 insertions(+), 20 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/overview/ActivityDashboardLabel.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/overview/AnalyticsCourseLabel.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/overview/DashboardButtons.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/overview/PerformanceDashboardLabel.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/overview/QuizDashboardLabel.tsx
 create mode 100644 apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
 create mode 100644 apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
 create mode 100644 apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
 create mode 100644 packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql
 create mode 100644 packages/graphql/src/services/analytics.ts
 rename packages/prisma/src/prisma/migrations/{20241205172606_learning_analytics_performance_progress => 20241206141120_learning_analytics_performance_progress}/migration.sql (100%)

diff --git a/apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx
new file mode 100644
index 0000000000..df24fdd7d3
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx
@@ -0,0 +1,16 @@
+import AnalyticsNavigation from '../overview/AnalyticsNavigation'
+import PerformanceDashboardLabel from '../overview/PerformanceDashboardLabel'
+import QuizDashboardLabel from '../overview/QuizDashboardLabel'
+
+function ActivityAnalyticsNavigation({ courseId }: { courseId: string }) {
+  return (
+    <AnalyticsNavigation
+      hrefLeft={`/analytics/${courseId}/quizzes`}
+      labelLeft={<QuizDashboardLabel />}
+      hrefRight={`/analytics/${courseId}/performance`}
+      labelRight={<PerformanceDashboardLabel />}
+    />
+  )
+}
+
+export default ActivityAnalyticsNavigation
diff --git a/apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx
new file mode 100644
index 0000000000..c8d8b187a6
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx
@@ -0,0 +1,85 @@
+import { ParticipantActivityTimestamp } from '@klicker-uzh/graphql/dist/ops'
+import { H2 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import {
+  CartesianGrid,
+  Label,
+  Line,
+  LineChart,
+  ResponsiveContainer,
+  Tooltip,
+  XAxis,
+  YAxis,
+} from 'recharts'
+
+function ActivityTimeSeriesPlot({
+  title,
+  activity,
+  courseParticipants,
+}: {
+  title: string
+  activity: ParticipantActivityTimestamp[]
+  courseParticipants: number
+}) {
+  const t = useTranslations()
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <H2>{title}</H2>
+      <ResponsiveContainer width="100%" height={300}>
+        <LineChart
+          data={activity.map((item) => ({
+            ...item,
+            activeParticipants:
+              (item.activeParticipants / courseParticipants) * 100,
+          }))}
+        >
+          <CartesianGrid strokeDasharray="3 3" />
+          <XAxis
+            dataKey="date"
+            tickFormatter={(value) => {
+              const date = new Date(value)
+              return date
+                .toLocaleDateString('en-GB', {
+                  day: '2-digit',
+                  month: '2-digit',
+                  year: 'numeric',
+                })
+                .replace(/\//g, '-')
+            }}
+          />
+          <YAxis>
+            <Label
+              value={`${t('manage.analytics.activeStudents')} (%)`}
+              angle={-90}
+              dx={-20}
+            />
+          </YAxis>
+          <Tooltip
+            labelFormatter={(value) => {
+              const date = new Date(value)
+              return `${t('shared.generic.date')}: ${date
+                .toLocaleDateString('en-GB', {
+                  day: '2-digit',
+                  month: '2-digit',
+                  year: 'numeric',
+                })
+                .replace(/\//g, '-')}`
+            }}
+            formatter={(value) => [
+              `${(value as number).toFixed(2)} %`,
+              t('manage.analytics.activeStudents'),
+            ]}
+            contentStyle={{
+              borderRadius: '8px',
+              padding: '8px',
+            }}
+          />
+          <Line type="monotone" dataKey="activeParticipants" stroke="#8884d8" />
+        </LineChart>
+      </ResponsiveContainer>
+    </div>
+  )
+}
+
+export default ActivityTimeSeriesPlot
diff --git a/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
new file mode 100644
index 0000000000..e575bb69f9
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
@@ -0,0 +1,84 @@
+import { WeekdayActivityAnalytics } from '@klicker-uzh/graphql/dist/ops'
+import { H2 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import {
+  Bar,
+  BarChart,
+  ResponsiveContainer,
+  Tooltip,
+  XAxis,
+  YAxis,
+} from 'recharts'
+
+function DailyActivityPlot({
+  courseParticipants,
+  activeDays,
+}: {
+  courseParticipants: number
+  activeDays: WeekdayActivityAnalytics
+}) {
+  const t = useTranslations()
+  const barChartData = [
+    {
+      weekday: t('shared.generic.monday'),
+      value: (activeDays.monday / courseParticipants) * 100,
+    },
+    {
+      weekday: t('shared.generic.tuesday'),
+      value: (activeDays.tuesday / courseParticipants) * 100,
+    },
+    {
+      weekday: t('shared.generic.wednesday'),
+      value: (activeDays.wednesday / courseParticipants) * 100,
+    },
+    {
+      weekday: t('shared.generic.thursday'),
+      value: (activeDays.thursday / courseParticipants) * 100,
+    },
+    {
+      weekday: t('shared.generic.friday'),
+      value: (activeDays.friday / courseParticipants) * 100,
+    },
+    {
+      weekday: t('shared.generic.saturday'),
+      value: (activeDays.saturday / courseParticipants) * 100,
+    },
+    {
+      weekday: t('shared.generic.sunday'),
+      value: (activeDays.sunday / courseParticipants) * 100,
+    },
+  ]
+
+  return (
+    <div className="border-uzh-grey-80 mb-3 rounded-xl border border-solid p-3">
+      <H2>{t('manage.analytics.dailyActivity')}</H2>
+      <ResponsiveContainer width="100%" height={300}>
+        <BarChart layout="vertical" data={barChartData}>
+          <XAxis
+            type="number"
+            tickFormatter={(value) => `${value.toFixed(0)}%`}
+            label={{
+              value: t('manage.analytics.percentageOfStudents'),
+              dy: 12,
+            }}
+            height={40}
+          />
+          <YAxis type="category" dataKey="weekday" width={80} />
+          <Tooltip
+            formatter={(value) => [
+              `${(value as number).toFixed(2)} %`,
+              t('manage.analytics.activeStudents'),
+            ]}
+            contentStyle={{
+              borderRadius: '8px',
+              padding: '8px',
+            }}
+          />
+          <Bar dataKey="value" fill="#8884d8" />
+        </BarChart>
+      </ResponsiveContainer>
+    </div>
+  )
+}
+
+export default DailyActivityPlot
diff --git a/apps/frontend-manage/src/components/analytics/overview/ActivityDashboardLabel.tsx b/apps/frontend-manage/src/components/analytics/overview/ActivityDashboardLabel.tsx
new file mode 100644
index 0000000000..b65d020933
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/overview/ActivityDashboardLabel.tsx
@@ -0,0 +1,16 @@
+import { faChartLine } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { useTranslations } from 'next-intl'
+
+function ActivityDashboardLabel() {
+  const t = useTranslations()
+
+  return (
+    <>
+      <FontAwesomeIcon className="mr-1" icon={faChartLine} />
+      <div>{t('manage.analytics.activityDashboard')}</div>
+    </>
+  )
+}
+
+export default ActivityDashboardLabel
diff --git a/apps/frontend-manage/src/components/analytics/overview/AnalyticsCourseLabel.tsx b/apps/frontend-manage/src/components/analytics/overview/AnalyticsCourseLabel.tsx
new file mode 100644
index 0000000000..54cc439442
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/overview/AnalyticsCourseLabel.tsx
@@ -0,0 +1,34 @@
+import { faClock } from '@fortawesome/free-regular-svg-icons'
+import { faCheck, faPlay } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { Course } from '@klicker-uzh/graphql/dist/ops'
+import { H4 } from '@uzh-bf/design-system'
+import dayjs from 'dayjs'
+
+function AnalyticsCourseLabel({
+  course,
+}: {
+  course: Pick<Course, 'id' | 'name' | 'startDate' | 'endDate'>
+}) {
+  const isPast = course.endDate
+    ? dayjs(course.endDate).isBefore(dayjs())
+    : false
+  const isFuture = course.startDate
+    ? dayjs(course.startDate).isAfter(dayjs())
+    : false
+
+  return (
+    <div className="flex flex-row items-center gap-3">
+      {isPast ? (
+        <FontAwesomeIcon icon={faCheck} className="text-green-600" />
+      ) : isFuture ? (
+        <FontAwesomeIcon icon={faClock} className="text-orange-400" />
+      ) : (
+        <FontAwesomeIcon icon={faPlay} className="text-uzh-blue-100" />
+      )}
+      <H4 className={{ root: 'mb-0 flex h-10 items-center' }}>{course.name}</H4>
+    </div>
+  )
+}
+
+export default AnalyticsCourseLabel
diff --git a/apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx
new file mode 100644
index 0000000000..0f8193ce50
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx
@@ -0,0 +1,35 @@
+import {
+  faChevronLeft,
+  faChevronRight,
+} from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import Link from 'next/link'
+
+interface AnalyticsNavigationProps {
+  hrefLeft: string
+  labelLeft: React.ReactNode
+  hrefRight: string
+  labelRight: React.ReactNode
+}
+
+function AnalyticsNavigation({
+  hrefLeft,
+  labelLeft,
+  hrefRight,
+  labelRight,
+}: AnalyticsNavigationProps) {
+  return (
+    <div className="flex w-full flex-row justify-between">
+      <Link href={hrefLeft} className="mb-6 flex flex-row items-center gap-2">
+        <FontAwesomeIcon icon={faChevronLeft} size="lg" />
+        <div className="flex flex-row items-center gap-0.5">{labelLeft}</div>
+      </Link>
+      <Link href={hrefRight} className="mb-6 flex flex-row items-center gap-2">
+        <div className="flex flex-row items-center gap-0.5">{labelRight}</div>
+        <FontAwesomeIcon icon={faChevronRight} size="lg" />
+      </Link>
+    </div>
+  )
+}
+
+export default AnalyticsNavigation
diff --git a/apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx b/apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx
new file mode 100644
index 0000000000..25e6f920e5
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx
@@ -0,0 +1,42 @@
+import { Course } from '@klicker-uzh/graphql/dist/ops'
+import { H3 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import AnalyticsCourseLabel from './AnalyticsCourseLabel'
+import DashboardButtons from './DashboardButtons'
+
+function CourseDashboardList({
+  courses,
+}: {
+  courses?: Pick<Course, 'id' | 'name' | 'startDate' | 'endDate'>[] | null
+}) {
+  const t = useTranslations()
+
+  return (
+    <div className="flex w-full justify-center">
+      <div className="flex flex-col">
+        <H3>{t('manage.analytics.selectAnalyticsDashboard')}:</H3>
+        <div className="flex flex-row gap-10">
+          <div className="flex flex-col gap-2">
+            {courses?.map((course) => (
+              <AnalyticsCourseLabel
+                key={`${course.id}-label`}
+                course={course}
+                data-cy={`analytics-course-label-${course.name}`}
+              />
+            ))}
+          </div>
+          <div className="flex flex-col gap-2">
+            {courses?.map((course) => (
+              <DashboardButtons
+                key={`${course.id}-dashboard-buttons`}
+                course={course}
+              />
+            ))}
+          </div>
+        </div>
+      </div>
+    </div>
+  )
+}
+
+export default CourseDashboardList
diff --git a/apps/frontend-manage/src/components/analytics/overview/DashboardButtons.tsx b/apps/frontend-manage/src/components/analytics/overview/DashboardButtons.tsx
new file mode 100644
index 0000000000..d69ce3a358
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/overview/DashboardButtons.tsx
@@ -0,0 +1,48 @@
+import { Course } from '@klicker-uzh/graphql/dist/ops'
+import { Button } from '@uzh-bf/design-system'
+import { useRouter } from 'next/router'
+import ActivityDashboardLabel from './ActivityDashboardLabel'
+import PerformanceDashboardLabel from './PerformanceDashboardLabel'
+import QuizDashboardLabel from './QuizDashboardLabel'
+
+function DashboardButtons({ course }: { course: Pick<Course, 'id' | 'name'> }) {
+  const router = useRouter()
+
+  return (
+    <div
+      key={`dashboards-${course.id}`}
+      className="flex h-10 flex-row items-center gap-2"
+    >
+      {[
+        {
+          href: `/analytics/${course.id}/activity`,
+          label: <ActivityDashboardLabel />,
+          cy: `activity-dashboard-button-${course.name}`,
+        },
+        {
+          href: `/analytics/${course.id}/performance`,
+          label: <PerformanceDashboardLabel />,
+          cy: `performance-dashboard-button-${course.name}`,
+        },
+        {
+          href: `/analytics/${course.id}/quizzes`,
+          label: <QuizDashboardLabel />,
+          cy: `quiz-dashboard-button-${course.name}`,
+        },
+      ].map((button, ix) => (
+        <Button
+          className={{
+            root: 'h-8.5 border-uzh-blue-40 shadow-none',
+          }}
+          onClick={() => router.push(button.href)}
+          data={{ cy: button.cy }}
+          key={`dashboard-button-${ix}-course-${course.id}`}
+        >
+          {button.label}
+        </Button>
+      ))}
+    </div>
+  )
+}
+
+export default DashboardButtons
diff --git a/apps/frontend-manage/src/components/analytics/overview/PerformanceDashboardLabel.tsx b/apps/frontend-manage/src/components/analytics/overview/PerformanceDashboardLabel.tsx
new file mode 100644
index 0000000000..b6bea203e7
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/overview/PerformanceDashboardLabel.tsx
@@ -0,0 +1,16 @@
+import { faChartSimple } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { useTranslations } from 'next-intl'
+
+function PerformanceDashboardLabel() {
+  const t = useTranslations()
+
+  return (
+    <>
+      <FontAwesomeIcon className="mr-1" icon={faChartSimple} />
+      <div>{t('manage.analytics.performanceDashboard')}</div>
+    </>
+  )
+}
+
+export default PerformanceDashboardLabel
diff --git a/apps/frontend-manage/src/components/analytics/overview/QuizDashboardLabel.tsx b/apps/frontend-manage/src/components/analytics/overview/QuizDashboardLabel.tsx
new file mode 100644
index 0000000000..364a56211c
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/overview/QuizDashboardLabel.tsx
@@ -0,0 +1,16 @@
+import { faChartPie } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { useTranslations } from 'next-intl'
+
+function QuizDashboardLabel() {
+  const t = useTranslations()
+
+  return (
+    <>
+      <FontAwesomeIcon className="mr-1" icon={faChartPie} />
+      <div>{t('manage.analytics.quizDashboard')}</div>
+    </>
+  )
+}
+
+export default QuizDashboardLabel
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
new file mode 100644
index 0000000000..16f4381469
--- /dev/null
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
@@ -0,0 +1,111 @@
+import { useQuery } from '@apollo/client'
+import { GetCourseActivityAnalyticsDocument } from '@klicker-uzh/graphql/dist/ops'
+import Loader from '@klicker-uzh/shared-components/src/Loader'
+import { H1, UserNotification } from '@uzh-bf/design-system'
+import { GetStaticPropsContext } from 'next'
+import { useTranslations } from 'next-intl'
+import { useRouter } from 'next/router'
+import ActivityAnalyticsNavigation from '~/components/analytics/activity/ActivityAnalyticsNavigation'
+import ActivityTimeSeriesPlot from '~/components/analytics/activity/ActivityTimeSeriesPlot'
+import DailyActivityPlot from '~/components/analytics/activity/DailyActivityPlot'
+import Layout from '~/components/Layout'
+
+function ActivityDashboard() {
+  const t = useTranslations()
+  const router = useRouter()
+  const courseId = router.query.courseId
+
+  const { data, loading, error } = useQuery(
+    GetCourseActivityAnalyticsDocument,
+    {
+      variables: { courseId: courseId as string },
+      skip: !courseId,
+    }
+  )
+  const course = data?.getCourseActivityAnalytics
+
+  // TODO: extract to separate component with variable names / navigation
+  // loading state
+  if (loading || !courseId) {
+    return (
+      <Layout displayName={t('manage.analytics.activityDashboard')}>
+        <ActivityAnalyticsNavigation courseId={courseId as string} />
+        <div className="flex h-full w-full flex-row items-center justify-center gap-4 text-lg">
+          {t('manage.analytics.analyticsLoadingWait')}
+          <Loader basic />
+        </div>
+      </Layout>
+    )
+  }
+
+  // TODO: extract to separate component for re-use
+  // error state
+  if (course === null || typeof course === 'undefined' || error) {
+    return (
+      <Layout displayName={t('manage.analytics.activityDashboard')}>
+        <ActivityAnalyticsNavigation courseId={courseId as string} />
+        <H1>{t('manage.analytics.activityDashboard')}</H1>
+        <UserNotification
+          message={t('manage.analytics.analyticsLoadingFailed')}
+          type="error"
+          className={{ root: 'mx-auto my-auto w-max max-w-full text-base' }}
+        />
+      </Layout>
+    )
+  }
+
+  return (
+    <Layout displayName={t('manage.analytics.activityDashboard')}>
+      <ActivityAnalyticsNavigation courseId={courseId as string} />
+      <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
+        <H1 className={{ root: 'mb-0' }}>
+          {t('manage.analytics.activityDashboard')}: {course.name}
+        </H1>
+        <div>
+          {t('manage.analytics.totalParticipants', {
+            number: course.totalParticipants,
+          })}
+        </div>
+      </div>
+      <div className="flex flex-col gap-2">
+        <ActivityTimeSeriesPlot
+          activity={course.weeklyActivity}
+          title={t('manage.analytics.weeklyStudentActivity')}
+          courseParticipants={course.totalParticipants}
+        />
+        <div className="flex w-full flex-col gap-2 lg:flex-row">
+          <div className="w-full lg:w-2/3">
+            <ActivityTimeSeriesPlot
+              activity={course.dailyActivity}
+              title={t('manage.analytics.dailyStudentActivity')}
+              courseParticipants={course.totalParticipants}
+            />
+          </div>
+          <div className="w-full lg:w-1/3">
+            <DailyActivityPlot
+              courseParticipants={course.totalParticipants}
+              activeDays={course.activeDays}
+            />
+          </div>
+        </div>
+      </div>
+    </Layout>
+  )
+}
+
+export async function getStaticProps({ locale }: GetStaticPropsContext) {
+  return {
+    props: {
+      messages: (await import(`@klicker-uzh/i18n/messages/${locale}`)).default,
+    },
+  }
+}
+
+export function getStaticPaths() {
+  return {
+    paths: [],
+    fallback: 'blocking',
+  }
+}
+
+export default ActivityDashboard
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
new file mode 100644
index 0000000000..03a8c45021
--- /dev/null
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
@@ -0,0 +1,45 @@
+import { H1, H3 } from '@uzh-bf/design-system'
+import { GetStaticPropsContext } from 'next'
+import { useTranslations } from 'next-intl'
+import { useRouter } from 'next/router'
+import ActivityDashboardLabel from '~/components/analytics/overview/ActivityDashboardLabel'
+import AnalyticsNavigation from '~/components/analytics/overview/AnalyticsNavigation'
+import QuizDashboardLabel from '~/components/analytics/overview/QuizDashboardLabel'
+import Layout from '~/components/Layout'
+
+function PerformanceDashboard() {
+  const t = useTranslations()
+  const router = useRouter()
+
+  return (
+    <Layout displayName={t('manage.analytics.performanceDashboard')}>
+      <AnalyticsNavigation
+        hrefLeft={`/analytics/${router.query.courseId}/activity`}
+        labelLeft={<ActivityDashboardLabel />}
+        hrefRight={`/analytics/${router.query.courseId}/quizzes`}
+        labelRight={<QuizDashboardLabel />}
+      />
+      <div>
+        <H1>{t('manage.analytics.performanceDashboard')}</H1>
+        <H3>Coursename Placeholder</H3>
+      </div>
+    </Layout>
+  )
+}
+
+export async function getStaticProps({ locale }: GetStaticPropsContext) {
+  return {
+    props: {
+      messages: (await import(`@klicker-uzh/i18n/messages/${locale}`)).default,
+    },
+  }
+}
+
+export function getStaticPaths() {
+  return {
+    paths: [],
+    fallback: 'blocking',
+  }
+}
+
+export default PerformanceDashboard
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
new file mode 100644
index 0000000000..ccc4e5f1ba
--- /dev/null
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
@@ -0,0 +1,45 @@
+import { H1, H3 } from '@uzh-bf/design-system'
+import { GetStaticPropsContext } from 'next'
+import { useTranslations } from 'next-intl'
+import { useRouter } from 'next/router'
+import ActivityDashboardLabel from '~/components/analytics/overview/ActivityDashboardLabel'
+import AnalyticsNavigation from '~/components/analytics/overview/AnalyticsNavigation'
+import PerformanceDashboardLabel from '~/components/analytics/overview/PerformanceDashboardLabel'
+import Layout from '~/components/Layout'
+
+function QuizDashboard() {
+  const t = useTranslations()
+  const router = useRouter()
+
+  return (
+    <Layout displayName={t('manage.analytics.quizDashboard')}>
+      <AnalyticsNavigation
+        hrefLeft={`/analytics/${router.query.courseId}/performance`}
+        labelLeft={<PerformanceDashboardLabel />}
+        hrefRight={`/analytics/${router.query.courseId}/activity`}
+        labelRight={<ActivityDashboardLabel />}
+      />
+      <div>
+        <H1>{t('manage.analytics.quizDashboard')}</H1>
+        <H3>Coursename Placeholder</H3>
+      </div>
+    </Layout>
+  )
+}
+
+export async function getStaticProps({ locale }: GetStaticPropsContext) {
+  return {
+    props: {
+      messages: (await import(`@klicker-uzh/i18n/messages/${locale}`)).default,
+    },
+  }
+}
+
+export function getStaticPaths() {
+  return {
+    paths: [],
+    fallback: 'blocking',
+  }
+}
+
+export default QuizDashboard
diff --git a/apps/frontend-manage/src/pages/analytics/index.tsx b/apps/frontend-manage/src/pages/analytics/index.tsx
index b3f0d8d294..6b3939824c 100644
--- a/apps/frontend-manage/src/pages/analytics/index.tsx
+++ b/apps/frontend-manage/src/pages/analytics/index.tsx
@@ -1,8 +1,34 @@
+import { useQuery } from '@apollo/client'
+import { GetUserCoursesDocument } from '@klicker-uzh/graphql/dist/ops'
+import Loader from '@klicker-uzh/shared-components/src/Loader'
 import { GetStaticPropsContext } from 'next'
+import { useTranslations } from 'next-intl'
+import { useRouter } from 'next/router'
+import CourseDashboardList from '~/components/analytics/overview/CourseDashboardList'
 import Layout from '~/components/Layout'
 
 function Analytics() {
-  return <Layout displayName="Analytics">Analytics</Layout>
+  const t = useTranslations()
+  const router = useRouter()
+  const { loading: loadingCourses, data: dataCourses } = useQuery(
+    GetUserCoursesDocument
+  )
+
+  if (loadingCourses) {
+    return (
+      <Layout displayName={t('shared.generic.learningAnalytics')}>
+        <Loader />
+      </Layout>
+    )
+  }
+
+  const courses = dataCourses?.userCourses
+
+  return (
+    <Layout displayName={t('shared.generic.learningAnalytics')}>
+      <CourseDashboardList courses={courses} />
+    </Layout>
+  )
 }
 
 export async function getStaticProps({ locale }: GetStaticPropsContext) {
diff --git a/apps/frontend-manage/src/pages/courses/index.tsx b/apps/frontend-manage/src/pages/courses/index.tsx
index fefa41031d..f1714dffa2 100644
--- a/apps/frontend-manage/src/pages/courses/index.tsx
+++ b/apps/frontend-manage/src/pages/courses/index.tsx
@@ -58,13 +58,9 @@ function CourseSelectionPage() {
     )
   }
 
-  const courses = dataCourses?.userCourses
-    ?.filter((course) => {
-      return showArchive ? true : !course.isArchived
-    })
-    .sort((a, b) => {
-      return dayjs(b.endDate).diff(dayjs(a.endDate))
-    })
+  const courses = dataCourses?.userCourses?.filter((course) => {
+    return showArchive ? true : !course.isArchived
+  })
 
   return (
     <Layout>
diff --git a/packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql
new file mode 100644
index 0000000000..50e3010305
--- /dev/null
+++ b/packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql
@@ -0,0 +1,23 @@
+query GetCourseActivityAnalytics($courseId: String!) {
+  getCourseActivityAnalytics(courseId: $courseId) {
+    name
+    totalParticipants
+    dailyActivity {
+      date
+      activeParticipants
+    }
+    weeklyActivity {
+      date
+      activeParticipants
+    }
+    activeDays {
+      monday
+      tuesday
+      wednesday
+      thursday
+      friday
+      saturday
+      sunday
+    }
+  }
+}
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 4831180362..284d297eb8 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -3249,6 +3249,114 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "CourseActivityAnalytics",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activeDays",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "OBJECT",
+                "name": "WeekdayActivityAnalytics",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "dailyActivity",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ParticipantActivityTimestamp",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "name",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalParticipants",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "weeklyActivity",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ParticipantActivityTimestamp",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "CourseSummary",
@@ -17153,6 +17261,50 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ParticipantActivityTimestamp",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activeParticipants",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "date",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Date",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ParticipantGroup",
@@ -18438,6 +18590,35 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "getCourseActivityAnalytics",
+            "description": null,
+            "args": [
+              {
+                "name": "courseId",
+                "description": null,
+                "type": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "SCALAR",
+                    "name": "String",
+                    "ofType": null
+                  }
+                },
+                "defaultValue": null,
+                "isDeprecated": false,
+                "deprecationReason": null
+              }
+            ],
+            "type": {
+              "kind": "OBJECT",
+              "name": "CourseActivityAnalytics",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "getCourseGroups",
             "description": null,
@@ -21661,6 +21842,130 @@
         ],
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "WeekdayActivityAnalytics",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "friday",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "monday",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "saturday",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "sunday",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "thursday",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "tuesday",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "wednesday",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "__Directive",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index cd3c060ee9..f6c7950877 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -316,6 +316,15 @@ export type Course = {
   updatedAt?: Maybe<Scalars['Date']['output']>;
 };
 
+export type CourseActivityAnalytics = {
+  __typename?: 'CourseActivityAnalytics';
+  activeDays: WeekdayActivityAnalytics;
+  dailyActivity: Array<ParticipantActivityTimestamp>;
+  name: Scalars['String']['output'];
+  totalParticipants: Scalars['Int']['output'];
+  weeklyActivity: Array<ParticipantActivityTimestamp>;
+};
+
 export type CourseSummary = {
   __typename?: 'CourseSummary';
   numOfGroupActivities: Scalars['Int']['output'];
@@ -1887,6 +1896,12 @@ export type ParticipantAchievementInstance = {
   id: Scalars['Int']['output'];
 };
 
+export type ParticipantActivityTimestamp = {
+  __typename?: 'ParticipantActivityTimestamp';
+  activeParticipants: Scalars['Int']['output'];
+  date: Scalars['Date']['output'];
+};
+
 export type ParticipantGroup = {
   __typename?: 'ParticipantGroup';
   averageMemberScore: Scalars['Int']['output'];
@@ -1985,6 +2000,7 @@ export type Query = {
   getActiveUserCourses?: Maybe<Array<Course>>;
   getBookmarkedElementStacks?: Maybe<Array<ElementStack>>;
   getBookmarksPracticeQuiz?: Maybe<Array<Scalars['Int']['output']>>;
+  getCourseActivityAnalytics?: Maybe<CourseActivityAnalytics>;
   getCourseGroups?: Maybe<Course>;
   getCourseOverviewData?: Maybe<ParticipantLearningData>;
   getCourseRunningLiveQuizzes?: Maybe<Array<LiveQuiz>>;
@@ -2103,6 +2119,11 @@ export type QueryGetBookmarksPracticeQuizArgs = {
 };
 
 
+export type QueryGetCourseActivityAnalyticsArgs = {
+  courseId: Scalars['String']['input'];
+};
+
+
 export type QueryGetCourseGroupsArgs = {
   courseId: Scalars['String']['input'];
 };
@@ -2510,6 +2531,17 @@ export enum UserLoginScope {
   SessionExec = 'SESSION_EXEC'
 }
 
+export type WeekdayActivityAnalytics = {
+  __typename?: 'WeekdayActivityAnalytics';
+  friday: Scalars['Float']['output'];
+  monday: Scalars['Float']['output'];
+  saturday: Scalars['Float']['output'];
+  sunday: Scalars['Float']['output'];
+  thursday: Scalars['Float']['output'];
+  tuesday: Scalars['Float']['output'];
+  wednesday: Scalars['Float']['output'];
+};
+
 export type ElementDataFragment = { __typename?: 'ElementInstance', elementData: { __typename: 'ChoicesElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number, options: { __typename?: 'ChoiceQuestionOptions', hasSampleSolution?: boolean | null, displayMode: ElementDisplayMode, choices: Array<{ __typename?: 'Choice', ix: number, correct?: boolean | null, feedback?: string | null, value: string }> } } | { __typename: 'ContentElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FlashcardElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FreeTextElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number, options: { __typename?: 'FreeTextQuestionOptions', hasSampleSolution?: boolean | null, solutions?: Array<string> | null, restrictions?: { __typename?: 'FreeTextRestrictions', maxLength?: number | null } | null } } | { __typename: 'NumericalElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number, options: { __typename?: 'NumericalQuestionOptions', hasSampleSolution?: boolean | null, accuracy?: number | null, placeholder?: string | null, unit?: string | null, restrictions?: { __typename?: 'NumericalRestrictions', min?: number | null, max?: number | null } | null, solutionRanges?: Array<{ __typename?: 'NumericalSolutionRange', min?: number | null, max?: number | null }> | null } } };
 
 export type ElementDataInfoFragment = { __typename?: 'ElementInstance', elementData: { __typename: 'ChoicesElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'ContentElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FlashcardElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FreeTextElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'NumericalElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } };
@@ -3498,6 +3530,13 @@ export type GetControlLiveQuizQueryVariables = Exact<{
 
 export type GetControlLiveQuizQuery = { __typename?: 'Query', controlLiveQuiz?: { __typename?: 'LiveQuiz', id: string, name: string, displayName: string, course?: { __typename?: 'Course', id: string, displayName: string } | null, blocks?: Array<{ __typename?: 'ElementBlock', id: number, order: number, status: ElementBlockStatus, expiresAt?: any | null, timeLimit?: number | null, randomSelection?: number | null, execution?: number | null, elements?: Array<{ __typename?: 'ElementInstance', id: number, elementData: { __typename: 'ChoicesElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'ContentElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FlashcardElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FreeTextElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'NumericalElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } }> | null }> | null, activeBlock?: { __typename?: 'ElementBlock', id: number, order: number } | null } | null };
 
+export type GetCourseActivityAnalyticsQueryVariables = Exact<{
+  courseId: Scalars['String']['input'];
+}>;
+
+
+export type GetCourseActivityAnalyticsQuery = { __typename?: 'Query', getCourseActivityAnalytics?: { __typename?: 'CourseActivityAnalytics', name: string, totalParticipants: number, dailyActivity: Array<{ __typename?: 'ParticipantActivityTimestamp', date: any, activeParticipants: number }>, weeklyActivity: Array<{ __typename?: 'ParticipantActivityTimestamp', date: any, activeParticipants: number }>, activeDays: { __typename?: 'WeekdayActivityAnalytics', monday: number, tuesday: number, wednesday: number, thursday: number, friday: number, saturday: number, sunday: number } } | null };
+
 export type GetCourseGroupActivitiesQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
 }>;
@@ -4023,6 +4062,7 @@ export const GetCockpitQuizDocument = {"kind":"Document","definitions":[{"kind":
 export const GetControlCourseDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlCourse"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlCourse"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"liveQuizzes"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"status"}}]}}]}}]}}]} as unknown as DocumentNode<GetControlCourseQuery, GetControlCourseQueryVariables>;
 export const GetControlCoursesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"isArchived"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}}]}}]}}]} as unknown as DocumentNode<GetControlCoursesQuery, GetControlCoursesQueryVariables>;
 export const GetControlLiveQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlLiveQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlLiveQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}},{"kind":"Field","name":{"kind":"Name","value":"blocks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"expiresAt"}},{"kind":"Field","name":{"kind":"Name","value":"timeLimit"}},{"kind":"Field","name":{"kind":"Name","value":"randomSelection"}},{"kind":"Field","name":{"kind":"Name","value":"execution"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementDataInfo"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"activeBlock"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementDataInfo"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}}]} as unknown as DocumentNode<GetControlLiveQuizQuery, GetControlLiveQuizQueryVariables>;
+export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseActivityAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseActivityAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"dailyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"weeklyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activeDays"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"monday"}},{"kind":"Field","name":{"kind":"Name","value":"tuesday"}},{"kind":"Field","name":{"kind":"Name","value":"wednesday"}},{"kind":"Field","name":{"kind":"Name","value":"thursday"}},{"kind":"Field","name":{"kind":"Name","value":"friday"}},{"kind":"Field","name":{"kind":"Name","value":"saturday"}},{"kind":"Field","name":{"kind":"Name","value":"sunday"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseActivityAnalyticsQuery, GetCourseActivityAnalyticsQueryVariables>;
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
 export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseOverviewData"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseOverviewData"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"inRandomGroupPool"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participation"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupDeadlinePassed"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"maxGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"preferredGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"awards"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroup"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"level"}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"isMember"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"messages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseOverviewDataQuery, GetCourseOverviewDataQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index 1cbc79371e..7d84daac86 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -114,6 +114,7 @@
    "GetControlCourse": "e75fbff1c5cb7ff5e8ba8dea58c1cf225065c420b007433ad34477dd8c75c42b",
    "GetControlCourses": "f62c7d2cb59eb42a077e6d527c90f4838a2888cb9a9f60259979114b6a3b759f",
    "GetControlLiveQuiz": "8f20969b7ca79ad364ba7d6f86bb726ac727fd7f6eaf2591ab6e2671d2c36c9d",
+   "GetCourseActivityAnalytics": "09008680cb5f6f1c378c6b67a0c7a2f7a700bb2355c9ac81adff1e7e72e74c06",
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
    "GetCourseOverviewData": "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index 48b4843250..9f605fa85d 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -273,6 +273,14 @@ type Course {
   updatedAt: Date
 }
 
+type CourseActivityAnalytics {
+  activeDays: WeekdayActivityAnalytics!
+  dailyActivity: [ParticipantActivityTimestamp!]!
+  name: String!
+  totalParticipants: Int!
+  weeklyActivity: [ParticipantActivityTimestamp!]!
+}
+
 type CourseSummary {
   numOfGroupActivities: Int!
   numOfLeaderboardEntries: Int!
@@ -1133,6 +1141,11 @@ type ParticipantAchievementInstance {
   id: Int!
 }
 
+type ParticipantActivityTimestamp {
+  activeParticipants: Int!
+  date: Date!
+}
+
 type ParticipantGroup {
   averageMemberScore: Int!
   code: Int!
@@ -1223,6 +1236,7 @@ type Query {
   getActiveUserCourses: [Course!]
   getBookmarkedElementStacks(courseId: String!): [ElementStack!]
   getBookmarksPracticeQuiz(courseId: String!, quizId: String): [Int!]
+  getCourseActivityAnalytics(courseId: String!): CourseActivityAnalytics
   getCourseGroups(courseId: String!): Course
   getCourseOverviewData(courseId: String!): ParticipantLearningData
   getCourseRunningLiveQuizzes(courseId: String!): [LiveQuiz!]
@@ -1449,4 +1463,14 @@ enum UserLoginScope {
   OTP
   READ_ONLY
   SESSION_EXEC
+}
+
+type WeekdayActivityAnalytics {
+  friday: Float!
+  monday: Float!
+  saturday: Float!
+  sunday: Float!
+  thursday: Float!
+  tuesday: Float!
+  wednesday: Float!
 }
\ No newline at end of file
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index f0e4478661..dba6e8fa8d 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -114,6 +114,7 @@
    "e75fbff1c5cb7ff5e8ba8dea58c1cf225065c420b007433ad34477dd8c75c42b": "query GetControlCourse($courseId: String!) {\n  controlCourse(id: $courseId) {\n    id\n    name\n    liveQuizzes {\n      id\n      name\n      status\n      __typename\n    }\n    __typename\n  }\n}",
    "f62c7d2cb59eb42a077e6d527c90f4838a2888cb9a9f60259979114b6a3b759f": "query GetControlCourses {\n  controlCourses {\n    id\n    name\n    isArchived\n    displayName\n    description\n    __typename\n  }\n}",
    "8f20969b7ca79ad364ba7d6f86bb726ac727fd7f6eaf2591ab6e2671d2c36c9d": "fragment ElementDataInfo on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetControlLiveQuiz($id: String!) {\n  controlLiveQuiz(id: $id) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    blocks {\n      id\n      order\n      status\n      expiresAt\n      timeLimit\n      randomSelection\n      execution\n      elements {\n        id\n        ...ElementDataInfo\n        __typename\n      }\n      __typename\n    }\n    activeBlock {\n      id\n      order\n      __typename\n    }\n    __typename\n  }\n}",
+   "09008680cb5f6f1c378c6b67a0c7a2f7a700bb2355c9ac81adff1e7e72e74c06": "query GetCourseActivityAnalytics($courseId: String!) {\n  getCourseActivityAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    dailyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    weeklyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    activeDays {\n      monday\n      tuesday\n      wednesday\n      thursday\n      friday\n      saturday\n      sunday\n      __typename\n    }\n    __typename\n  }\n}",
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77": "query GetCourseOverviewData($courseId: String!) {\n  getCourseOverviewData(courseId: $courseId) {\n    id\n    inRandomGroupPool\n    participant {\n      id\n      avatar\n      username\n      xp\n      level\n      participantGroups {\n        id\n        __typename\n      }\n      __typename\n    }\n    participation {\n      id\n      isActive\n      __typename\n    }\n    course {\n      id\n      displayName\n      color\n      description\n      isGamificationEnabled\n      groupDeadlineDate\n      isGroupDeadlinePassed\n      isGroupCreationEnabled\n      maxGroupSize\n      preferredGroupSize\n      awards {\n        id\n        order\n        type\n        displayName\n        description\n        participant {\n          id\n          username\n          avatar\n          __typename\n        }\n        participantGroup {\n          id\n          name\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    leaderboard {\n      id\n      participantId\n      username\n      avatar\n      score\n      isSelf\n      rank\n      level\n      __typename\n    }\n    leaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    groupLeaderboard {\n      id\n      name\n      score\n      rank\n      isMember\n      __typename\n    }\n    groupLeaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    __typename\n  }\n  participantGroups(courseId: $courseId) {\n    id\n    name\n    code\n    averageMemberScore\n    groupActivityScore\n    score\n    messages {\n      id\n      content\n      participant {\n        id\n        username\n        avatar\n        __typename\n      }\n      createdAt\n      updatedAt\n      __typename\n    }\n    participants {\n      id\n      username\n      avatar\n      score\n      isSelf\n      level\n      rank\n      __typename\n    }\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index 3d3e41cb30..ccd0e2c910 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -12,3 +12,73 @@ export const ElementFeedback = builder.objectType(ElementFeedbackRef, {
     elementInstanceId: t.exposeInt('elementInstanceId'),
   }),
 })
+
+interface IParticipantActivityTimestamp {
+  date: Date
+  activeParticipants: number
+}
+export const ParticipantActivityTimestampRef =
+  builder.objectRef<IParticipantActivityTimestamp>(
+    'ParticipantActivityTimestamp'
+  )
+export const ParticipantActivityTimestamp = builder.objectType(
+  ParticipantActivityTimestampRef,
+  {
+    fields: (t) => ({
+      date: t.expose('date', { type: 'Date' }),
+      activeParticipants: t.exposeInt('activeParticipants'),
+    }),
+  }
+)
+
+interface IWeekdayActivityAnalytics {
+  monday: number
+  tuesday: number
+  wednesday: number
+  thursday: number
+  friday: number
+  saturday: number
+  sunday: number
+}
+export const WeekdayActivityAnalyticsRef =
+  builder.objectRef<IWeekdayActivityAnalytics>('WeekdayActivityAnalytics')
+export const WeekdayActivityAnalytics = builder.objectType(
+  WeekdayActivityAnalyticsRef,
+  {
+    fields: (t) => ({
+      monday: t.exposeFloat('monday'),
+      tuesday: t.exposeFloat('tuesday'),
+      wednesday: t.exposeFloat('wednesday'),
+      thursday: t.exposeFloat('thursday'),
+      friday: t.exposeFloat('friday'),
+      saturday: t.exposeFloat('saturday'),
+      sunday: t.exposeFloat('sunday'),
+    }),
+  }
+)
+
+interface ICourseActivityAnalytics {
+  name: string
+  totalParticipants: number
+  dailyActivity: IParticipantActivityTimestamp[]
+  weeklyActivity: IParticipantActivityTimestamp[]
+  activeDays: IWeekdayActivityAnalytics
+}
+export const CourseActivityAnalyticsRef =
+  builder.objectRef<ICourseActivityAnalytics>('CourseActivityAnalytics')
+export const CourseActivityAnalytics = builder.objectType(
+  CourseActivityAnalyticsRef,
+  {
+    fields: (t) => ({
+      name: t.exposeString('name'),
+      totalParticipants: t.exposeInt('totalParticipants'),
+      dailyActivity: t.expose('dailyActivity', {
+        type: [ParticipantActivityTimestamp],
+      }),
+      weeklyActivity: t.expose('weeklyActivity', {
+        type: [ParticipantActivityTimestamp],
+      }),
+      activeDays: t.expose('activeDays', { type: WeekdayActivityAnalytics }),
+    }),
+  }
+)
diff --git a/packages/graphql/src/schema/query.ts b/packages/graphql/src/schema/query.ts
index c120b34d07..29ea2eff73 100644
--- a/packages/graphql/src/schema/query.ts
+++ b/packages/graphql/src/schema/query.ts
@@ -1,6 +1,7 @@
 import * as DB from '@klicker-uzh/prisma'
 import builder from '../builder.js'
 import * as AccountService from '../services/accounts.js'
+import * as AnalyticsService from '../services/analytics.js'
 import * as CourseService from '../services/courses.js'
 import * as FeedbackService from '../services/feedbacks.js'
 import * as GroupService from '../services/groups.js'
@@ -10,7 +11,7 @@ import * as ParticipantService from '../services/participants.js'
 import * as PracticeQuizService from '../services/practiceQuizzes.js'
 import * as QuestionService from '../services/questions.js'
 import * as StacksService from '../services/stacks.js'
-import { ElementFeedback } from './analytics.js'
+import { CourseActivityAnalytics, ElementFeedback } from './analytics.js'
 import {
   Course,
   CourseSummary,
@@ -741,6 +742,17 @@ export const Query = builder.queryType({
           return PracticeQuizService.getBookmarksPracticeQuiz(args, ctx)
         },
       }),
+
+      getCourseActivityAnalytics: asUser.field({
+        nullable: true,
+        type: CourseActivityAnalytics,
+        args: {
+          courseId: t.arg.string({ required: true }),
+        },
+        resolve(_, args, ctx) {
+          return AnalyticsService.getCourseActivityAnalytics(args, ctx)
+        },
+      }),
     }
   },
 })
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
new file mode 100644
index 0000000000..7bbebb18a7
--- /dev/null
+++ b/packages/graphql/src/services/analytics.ts
@@ -0,0 +1,50 @@
+import { ContextWithUser } from 'src/lib/context.js'
+
+export async function getCourseActivityAnalytics(
+  { courseId }: { courseId: string },
+  ctx: ContextWithUser
+) {
+  const course = await ctx.prisma.course.findUnique({
+    where: { id: courseId, ownerId: ctx.user.sub },
+    include: {
+      participations: true,
+      aggregatedAnalytics: {
+        orderBy: { timestamp: 'asc' },
+      },
+      aggregatedCourseAnalytics: true,
+    },
+  })
+
+  if (!course) {
+    return null
+  }
+
+  const dailyActivity = course.aggregatedAnalytics
+    .filter((analytics) => analytics.type === 'DAILY')
+    .map((analytics) => ({
+      date: analytics.timestamp,
+      activeParticipants: analytics.participantCount,
+    }))
+  const weeklyActivity = course.aggregatedAnalytics
+    .filter((analytics) => analytics.type === 'WEEKLY')
+    .map((analytics) => ({
+      date: analytics.timestamp,
+      activeParticipants: analytics.participantCount,
+    }))
+
+  return {
+    name: course.name,
+    totalParticipants: course.participations.length,
+    dailyActivity,
+    weeklyActivity,
+    activeDays: {
+      monday: course.aggregatedCourseAnalytics?.activityMonday ?? 0,
+      tuesday: course.aggregatedCourseAnalytics?.activityTuesday ?? 0,
+      wednesday: course.aggregatedCourseAnalytics?.activityWednesday ?? 0,
+      thursday: course.aggregatedCourseAnalytics?.activityThursday ?? 0,
+      friday: course.aggregatedCourseAnalytics?.activityFriday ?? 0,
+      saturday: course.aggregatedCourseAnalytics?.activitySaturday ?? 0,
+      sunday: course.aggregatedCourseAnalytics?.activitySunday ?? 0,
+    },
+  }
+}
diff --git a/packages/graphql/src/services/courses.ts b/packages/graphql/src/services/courses.ts
index 019bb7c3e3..ff2ba6d52e 100644
--- a/packages/graphql/src/services/courses.ts
+++ b/packages/graphql/src/services/courses.ts
@@ -554,24 +554,19 @@ export async function getUserCourses(ctx: ContextWithUser) {
     include: {
       courses: {
         orderBy: {
-          createdAt: 'desc',
+          endDate: 'desc',
         },
       },
     },
   })
 
   // sort courses by archived or not
-  const archivedSortedCourses =
+  const filteredCourses =
     userCourses?.courses.sort((a, b) => {
       return a.isArchived === b.isArchived ? 0 : a.isArchived ? 1 : -1
     }) ?? []
 
-  // sort courses by start date descending
-  const startDateSortedCourses = archivedSortedCourses.sort((a, b) => {
-    return a.startDate > b.startDate ? -1 : a.startDate < b.startDate ? 1 : 0
-  })
-
-  return startDateSortedCourses
+  return filteredCourses
 }
 
 export async function getActiveUserCourses(ctx: ContextWithUser) {
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 3475f5189b..ec70c5f870 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -63,6 +63,8 @@ export default {
       installButton: 'Jetzt installieren',
     },
     generic: {
+      date: 'Datum',
+      percentage: 'Prozent',
       groupMessages: 'Gruppennachrichten',
       preferred: 'bevorzugt',
       groupSize: 'Gruppengrösse',
@@ -214,6 +216,14 @@ export default {
       forgotPassword: 'Passwort vergessen?',
       archived: 'Archiviert',
       ended: 'Beendet',
+      learningAnalytics: 'Learning Analytics',
+      monday: 'Montag',
+      tuesday: 'Dienstag',
+      wednesday: 'Mittwoch',
+      thursday: 'Donnerstag',
+      friday: 'Freitag',
+      saturday: 'Samstag',
+      sunday: 'Sonntag',
     },
     contentInput: {
       boldStyle:
@@ -1812,6 +1822,21 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       gradingAlreadyFinalized:
         'Die Bewertung wurde bereits abgeschlossen und kann nicht mehr geändert werden. Wählen Sie eine Abgabe aus, um sich die eingegebene Bewertung anzusehen.',
     },
+    analytics: {
+      selectAnalyticsDashboard: 'Bitte wählen Sie ein Analyse-Dashboard aus',
+      activityDashboard: 'Aktivitäts-Dashboard',
+      performanceDashboard: 'Leistungs-Dashboard',
+      quizDashboard: 'Quiz-Dashboard',
+      analyticsLoadingWait: 'Lade Analyse-Daten. Bitte warten...',
+      analyticsLoadingFailed:
+        'Beim Laden der Analyse-Daten ist ein Fehler aufgetreten. Bitte versuchen Sie es später erneut oder kontaktieren Sie den Support.',
+      weeklyStudentActivity: 'Wöchentliche Aktivität der Studierenden',
+      dailyStudentActivity: 'Tägliche Aktivität der Studierenden',
+      totalParticipants: 'Kurs-Teilnehmende: {number}',
+      dailyActivity: 'Tagesabhängige Aktivität',
+      activeStudents: 'Aktive Studierende',
+      percentageOfStudents: 'Prozentuale Verteilung der Studierenden',
+    },
   },
   control: {
     login: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index e961475341..52668ca888 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -63,6 +63,8 @@ export default {
       installButton: 'Install Now',
     },
     generic: {
+      date: 'Date',
+      percentage: 'Percentage',
       groupMessages: 'Group Messages',
       preferred: 'preferred',
       groupSize: 'Group Size',
@@ -214,6 +216,14 @@ export default {
       forgotPassword: 'Forgot password?',
       archived: 'Archived',
       ended: 'Ended',
+      learningAnalytics: 'Learning Analytics',
+      monday: 'Monday',
+      tuesday: 'Tuesday',
+      wednesday: 'Wednesday',
+      thursday: 'Thursday',
+      friday: 'Friday',
+      saturday: 'Saturday',
+      sunday: 'Sunday',
     },
     contentInput: {
       boldStyle:
@@ -1800,6 +1810,21 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       gradingAlreadyFinalized:
         'Grading has already been finalized and cannot be changed anymore. Select a submission to view the entered grading.',
     },
+    analytics: {
+      selectAnalyticsDashboard: 'Please select an analytics dashboard',
+      activityDashboard: 'Activity Dashboard',
+      performanceDashboard: 'Performance Dashboard',
+      quizDashboard: 'Quiz Dashboard',
+      analyticsLoadingWait: 'Loading analytics data. Please wait...',
+      analyticsLoadingFailed:
+        'An error occurred while loading the analytics data. Please try again later or contact the support.',
+      weeklyStudentActivity: 'Weekly Student Activity',
+      dailyStudentActivity: 'Daily Student Activity',
+      totalParticipants: 'Course participants: {number}',
+      dailyActivity: 'Daily Activity',
+      activeStudents: 'Active students',
+      percentageOfStudents: 'Percentage of students',
+    },
   },
   control: {
     login: {
diff --git a/packages/prisma/src/prisma/migrations/20241205172606_learning_analytics_performance_progress/migration.sql b/packages/prisma/src/prisma/migrations/20241206141120_learning_analytics_performance_progress/migration.sql
similarity index 100%
rename from packages/prisma/src/prisma/migrations/20241205172606_learning_analytics_performance_progress/migration.sql
rename to packages/prisma/src/prisma/migrations/20241206141120_learning_analytics_performance_progress/migration.sql
diff --git a/packages/prisma/src/prisma/schema/course.prisma b/packages/prisma/src/prisma/schema/course.prisma
index 4fc2228b90..ffe85b0eba 100644
--- a/packages/prisma/src/prisma/schema/course.prisma
+++ b/packages/prisma/src/prisma/schema/course.prisma
@@ -37,7 +37,7 @@ model Course {
   liveQuizzes                LiveQuiz[]
   participantAnalytics       ParticipantAnalytics[]
   aggregatedAnalytics        AggregatedAnalytics[]
-  aggregatedCourseAnalytics  AggregatedCourseAnalytics[]
+  aggregatedCourseAnalytics  AggregatedCourseAnalytics?
   participantCourseAnalytics ParticipantCourseAnalytics[]
   participantPerformances    ParticipantPerformance[]
   instancePerformances       InstancePerformance[]
diff --git a/packages/shared-components/src/Loader.tsx b/packages/shared-components/src/Loader.tsx
index ea51127729..2db5b96e0d 100644
--- a/packages/shared-components/src/Loader.tsx
+++ b/packages/shared-components/src/Loader.tsx
@@ -1,10 +1,11 @@
 import { faSpinner } from '@fortawesome/free-solid-svg-icons'
 import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
 import React from 'react'
+import { twMerge } from 'tailwind-merge'
 
-function Loader() {
+function Loader({ basic }: { basic?: boolean }) {
   return (
-    <div className="mx-auto my-auto text-center">
+    <div className={twMerge(!basic && 'mx-auto my-auto text-center')}>
       <FontAwesomeIcon icon={faSpinner} size="lg" className="animate-spin" />
     </div>
   )

From a799972b9e8eeed54620ca78bc4938297b987ddf Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Sat, 7 Dec 2024 20:47:17 +0100
Subject: [PATCH 17/38] enhance(apps/analytics): add course data comparison for
 weekly student activity chart (#4394)

---
 .../activity/ActivityTimeSeriesPlot.tsx       | 115 ++++++++----------
 .../activity/DailyActivityTimeSeries.tsx      |  40 ++++++
 .../activity/SuspendedCourseComparison.tsx    |  70 +++++++++++
 .../activity/WeeklyActivityTimeSeries.tsx     |  84 +++++++++++++
 .../pages/analytics/[courseId]/activity.tsx   |  10 +-
 .../ops/QGetCourseWeeklyActivity.graphql      |   9 ++
 packages/graphql/src/ops.schema.json          |  77 ++++++++++++
 packages/graphql/src/ops.ts                   |  20 +++
 packages/graphql/src/public/client.json       |   1 +
 packages/graphql/src/public/schema.graphql    |   6 +
 packages/graphql/src/public/server.json       |   1 +
 packages/graphql/src/schema/analytics.ts      |  18 +++
 packages/graphql/src/schema/query.ts          |  17 ++-
 packages/graphql/src/services/analytics.ts    |  31 +++++
 packages/i18n/messages/de.ts                  |   5 +
 packages/i18n/messages/en.ts                  |   5 +
 16 files changed, 441 insertions(+), 68 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
 create mode 100644 packages/graphql/src/graphql/ops/QGetCourseWeeklyActivity.graphql

diff --git a/apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx
index c8d8b187a6..9c1b36bb08 100644
--- a/apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/ActivityTimeSeriesPlot.tsx
@@ -1,9 +1,8 @@
-import { ParticipantActivityTimestamp } from '@klicker-uzh/graphql/dist/ops'
-import { H2 } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import {
   CartesianGrid,
   Label,
+  Legend,
   Line,
   LineChart,
   ResponsiveContainer,
@@ -13,72 +12,64 @@ import {
 } from 'recharts'
 
 function ActivityTimeSeriesPlot({
-  title,
-  activity,
-  courseParticipants,
+  singleCourse = true,
+  currentCourse,
+  comparisonCourse,
+  activityData,
 }: {
-  title: string
-  activity: ParticipantActivityTimestamp[]
-  courseParticipants: number
+  singleCourse?: boolean
+  currentCourse?: string
+  comparisonCourse?: string
+  activityData: { date: string; activeParticipants: number }[]
 }) {
   const t = useTranslations()
 
   return (
-    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
-      <H2>{title}</H2>
-      <ResponsiveContainer width="100%" height={300}>
-        <LineChart
-          data={activity.map((item) => ({
-            ...item,
-            activeParticipants:
-              (item.activeParticipants / courseParticipants) * 100,
-          }))}
-        >
-          <CartesianGrid strokeDasharray="3 3" />
-          <XAxis
-            dataKey="date"
-            tickFormatter={(value) => {
-              const date = new Date(value)
-              return date
-                .toLocaleDateString('en-GB', {
-                  day: '2-digit',
-                  month: '2-digit',
-                  year: 'numeric',
-                })
-                .replace(/\//g, '-')
-            }}
+    <ResponsiveContainer width="100%" height={300}>
+      <LineChart data={activityData}>
+        <CartesianGrid
+          strokeDasharray="3 3"
+          horizontal={true}
+          vertical={false}
+        />
+        <XAxis dataKey="date" />
+        <YAxis>
+          <Label
+            value={`${t('manage.analytics.activeStudents')} (%)`}
+            angle={-90}
+            dx={-20}
           />
-          <YAxis>
-            <Label
-              value={`${t('manage.analytics.activeStudents')} (%)`}
-              angle={-90}
-              dx={-20}
-            />
-          </YAxis>
-          <Tooltip
-            labelFormatter={(value) => {
-              const date = new Date(value)
-              return `${t('shared.generic.date')}: ${date
-                .toLocaleDateString('en-GB', {
-                  day: '2-digit',
-                  month: '2-digit',
-                  year: 'numeric',
-                })
-                .replace(/\//g, '-')}`
-            }}
-            formatter={(value) => [
-              `${(value as number).toFixed(2)} %`,
-              t('manage.analytics.activeStudents'),
-            ]}
-            contentStyle={{
-              borderRadius: '8px',
-              padding: '8px',
-            }}
-          />
-          <Line type="monotone" dataKey="activeParticipants" stroke="#8884d8" />
-        </LineChart>
-      </ResponsiveContainer>
-    </div>
+        </YAxis>
+        <Tooltip
+          labelFormatter={(value) => {
+            return singleCourse
+              ? `${t('shared.generic.date')}: ${value}`
+              : value
+          }}
+          formatter={(value) => [
+            `${(value as number).toFixed(2)} %`,
+            t('manage.analytics.activeStudents'),
+          ]}
+          contentStyle={{
+            borderRadius: '8px',
+            padding: '8px',
+          }}
+        />
+        <Line
+          type="monotone"
+          dataKey="activeParticipants"
+          stroke="#8884d8"
+          name={currentCourse}
+        />
+        <Line
+          type="monotone"
+          dataKey="activeParticipantsReference"
+          stroke="#808080"
+          name={comparisonCourse}
+        />
+        {!singleCourse && <Legend verticalAlign="top" align="right" />}
+      </LineChart>
+    </ResponsiveContainer>
   )
 }
 
diff --git a/apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx b/apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx
new file mode 100644
index 0000000000..074dd8772c
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx
@@ -0,0 +1,40 @@
+import { ParticipantActivityTimestamp } from '@klicker-uzh/graphql/dist/ops'
+import { H2 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import ActivityTimeSeriesPlot from './ActivityTimeSeriesPlot'
+
+function DailyActivityTimeSeries({
+  activity,
+  courseParticipants,
+}: {
+  activity: ParticipantActivityTimestamp[]
+  courseParticipants: number
+}) {
+  const t = useTranslations()
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <H2>{t('manage.analytics.dailyStudentActivity')}</H2>
+      <div className="flex w-full flex-col gap-3 lg:flex-row">
+        <ActivityTimeSeriesPlot
+          activityData={activity.map((item) => {
+            const date = new Date(item.date)
+            return {
+              date: date
+                .toLocaleDateString('en-GB', {
+                  day: '2-digit',
+                  month: '2-digit',
+                  year: 'numeric',
+                })
+                .replace(/\//g, '-'),
+              activeParticipants:
+                (item.activeParticipants / courseParticipants) * 100,
+            }
+          })}
+        />
+      </div>
+    </div>
+  )
+}
+
+export default DailyActivityTimeSeries
diff --git a/apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx b/apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx
new file mode 100644
index 0000000000..0632b09f99
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx
@@ -0,0 +1,70 @@
+import { useSuspenseQuery } from '@apollo/client'
+import { GetUserCoursesDocument } from '@klicker-uzh/graphql/dist/ops'
+import { Checkbox, H3, Select } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { useRouter } from 'next/router'
+import { useState } from 'react'
+
+function SuspendedCourseComparison({
+  courseComparison,
+  setCourseComparison,
+}: {
+  courseComparison: { id: string; name: string } | undefined
+  setCourseComparison: (
+    course: { id: string; name: string } | undefined
+  ) => void
+}) {
+  const t = useTranslations()
+  const router = useRouter()
+  const [showCourseDropdown, setShowCourseDropdown] = useState(false)
+
+  const { data } = useSuspenseQuery(GetUserCoursesDocument)
+  const courses =
+    data.userCourses
+      ?.filter((course) => course.id !== router.query.courseId)
+      .map((course) => ({
+        label: course.name,
+        value: course.id,
+      })) ?? []
+
+  return (
+    <div className="w-full px-4 lg:w-1/4">
+      <div className="flex flex-row items-center gap-2">
+        <Checkbox
+          checked={showCourseDropdown}
+          onCheck={() =>
+            setShowCourseDropdown((prev) => {
+              if (prev) {
+                setCourseComparison(undefined)
+              }
+              return !prev
+            })
+          }
+          className={{ root: 'border-black' }}
+        />
+        <H3 className={{ root: 'mb-0' }}>
+          {t('manage.analytics.courseComparison')}
+        </H3>
+      </div>
+      {showCourseDropdown ? (
+        <div className="flex flex-col gap-2 pl-7">
+          <div>{t('manage.analytics.courseComparisonDescription')}</div>
+          <Select
+            items={courses}
+            onChange={(newValue) =>
+              setCourseComparison({
+                id: newValue,
+                name:
+                  courses.find((course) => course.value === newValue)?.label ??
+                  '',
+              })
+            }
+            placeholder={t('manage.analytics.selectCourse')}
+          />
+        </div>
+      ) : undefined}
+    </div>
+  )
+}
+
+export default SuspendedCourseComparison
diff --git a/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx b/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
new file mode 100644
index 0000000000..84bf6b7a3a
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
@@ -0,0 +1,84 @@
+import { useQuery } from '@apollo/client'
+import {
+  GetCourseWeeklyActivityDocument,
+  ParticipantActivityTimestamp,
+} from '@klicker-uzh/graphql/dist/ops'
+import { H2 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { Suspense, useState } from 'react'
+import ActivityTimeSeriesPlot from './ActivityTimeSeriesPlot'
+import SuspendedCourseComparison from './SuspendedCourseComparison'
+
+function WeeklyActivityTimeSeries({
+  activity,
+  courseName,
+  courseParticipants,
+}: {
+  activity: ParticipantActivityTimestamp[]
+  courseName: string
+  courseParticipants: number
+}) {
+  const t = useTranslations()
+  const [courseComparison, setCourseComparison] = useState<
+    { id: string; name: string } | undefined
+  >(undefined)
+
+  const { data, refetch } = useQuery(GetCourseWeeklyActivityDocument, {
+    variables: { courseId: courseComparison?.id },
+    skip: typeof courseComparison === 'undefined',
+  })
+  const secondParticipants =
+    data?.getCourseWeeklyActivity?.totalParticipants ?? 0
+  const secondActivity = data?.getCourseWeeklyActivity?.weeklyActivity ?? []
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <H2>{t('manage.analytics.weeklyStudentActivity')}</H2>
+      <div className="flex w-full flex-col gap-3 lg:flex-row">
+        <div className="w-full lg:w-3/4">
+          <ActivityTimeSeriesPlot
+            singleCourse={typeof courseComparison === 'undefined'}
+            activityData={
+              typeof courseComparison !== 'undefined' && secondParticipants > 0
+                ? activity.map((item, idx) => ({
+                    date: t('manage.analytics.weekN', { number: idx + 1 }),
+                    activeParticipants:
+                      (item.activeParticipants / courseParticipants) * 100,
+                    activeParticipantsReference:
+                      secondActivity.length > idx
+                        ? (secondActivity[idx].activeParticipants /
+                            secondParticipants) *
+                          100
+                        : undefined,
+                  }))
+                : activity.map((item) => {
+                    const date = new Date(item.date)
+                    return {
+                      date: date
+                        .toLocaleDateString('en-GB', {
+                          day: '2-digit',
+                          month: '2-digit',
+                          year: 'numeric',
+                        })
+                        .replace(/\//g, '-'),
+                      activeParticipants:
+                        (item.activeParticipants / courseParticipants) * 100,
+                    }
+                  })
+            }
+            currentCourse={courseName}
+            comparisonCourse={courseComparison?.name}
+          />
+        </div>
+        <Suspense>
+          <SuspendedCourseComparison
+            courseComparison={courseComparison}
+            setCourseComparison={setCourseComparison}
+          />
+        </Suspense>
+      </div>
+    </div>
+  )
+}
+
+export default WeeklyActivityTimeSeries
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
index 16f4381469..2009853626 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
@@ -6,8 +6,9 @@ import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
 import ActivityAnalyticsNavigation from '~/components/analytics/activity/ActivityAnalyticsNavigation'
-import ActivityTimeSeriesPlot from '~/components/analytics/activity/ActivityTimeSeriesPlot'
 import DailyActivityPlot from '~/components/analytics/activity/DailyActivityPlot'
+import DailyActivityTimeSeries from '~/components/analytics/activity/DailyActivityTimeSeries'
+import WeeklyActivityTimeSeries from '~/components/analytics/activity/WeeklyActivityTimeSeries'
 import Layout from '~/components/Layout'
 
 function ActivityDashboard() {
@@ -68,16 +69,15 @@ function ActivityDashboard() {
         </div>
       </div>
       <div className="flex flex-col gap-2">
-        <ActivityTimeSeriesPlot
+        <WeeklyActivityTimeSeries
           activity={course.weeklyActivity}
-          title={t('manage.analytics.weeklyStudentActivity')}
+          courseName={course.name}
           courseParticipants={course.totalParticipants}
         />
         <div className="flex w-full flex-col gap-2 lg:flex-row">
           <div className="w-full lg:w-2/3">
-            <ActivityTimeSeriesPlot
+            <DailyActivityTimeSeries
               activity={course.dailyActivity}
-              title={t('manage.analytics.dailyStudentActivity')}
               courseParticipants={course.totalParticipants}
             />
           </div>
diff --git a/packages/graphql/src/graphql/ops/QGetCourseWeeklyActivity.graphql b/packages/graphql/src/graphql/ops/QGetCourseWeeklyActivity.graphql
new file mode 100644
index 0000000000..98a7d6d09a
--- /dev/null
+++ b/packages/graphql/src/graphql/ops/QGetCourseWeeklyActivity.graphql
@@ -0,0 +1,9 @@
+query GetCourseWeeklyActivity($courseId: String) {
+  getCourseWeeklyActivity(courseId: $courseId) {
+    totalParticipants
+    weeklyActivity {
+      date
+      activeParticipants
+    }
+  }
+}
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 284d297eb8..842ac1b651 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -18743,6 +18743,31 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "getCourseWeeklyActivity",
+            "description": null,
+            "args": [
+              {
+                "name": "courseId",
+                "description": null,
+                "type": {
+                  "kind": "SCALAR",
+                  "name": "String",
+                  "ofType": null
+                },
+                "defaultValue": null,
+                "isDeprecated": false,
+                "deprecationReason": null
+              }
+            ],
+            "type": {
+              "kind": "OBJECT",
+              "name": "WeeklyCourseActivities",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "getGradingGroupActivity",
             "description": null,
@@ -21966,6 +21991,58 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "WeeklyCourseActivities",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "totalParticipants",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "weeklyActivity",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ParticipantActivityTimestamp",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "__Directive",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index f6c7950877..30aeb3d7ec 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -2005,6 +2005,7 @@ export type Query = {
   getCourseOverviewData?: Maybe<ParticipantLearningData>;
   getCourseRunningLiveQuizzes?: Maybe<Array<LiveQuiz>>;
   getCourseSummary?: Maybe<CourseSummary>;
+  getCourseWeeklyActivity?: Maybe<WeeklyCourseActivities>;
   getGradingGroupActivity?: Maybe<GroupActivity>;
   getGroupActivitySummary?: Maybe<GroupActivitySummary>;
   getLecturerViewLiveQuiz?: Maybe<LiveQuiz>;
@@ -2144,6 +2145,11 @@ export type QueryGetCourseSummaryArgs = {
 };
 
 
+export type QueryGetCourseWeeklyActivityArgs = {
+  courseId?: InputMaybe<Scalars['String']['input']>;
+};
+
+
 export type QueryGetGradingGroupActivityArgs = {
   id: Scalars['String']['input'];
 };
@@ -2542,6 +2548,12 @@ export type WeekdayActivityAnalytics = {
   wednesday: Scalars['Float']['output'];
 };
 
+export type WeeklyCourseActivities = {
+  __typename?: 'WeeklyCourseActivities';
+  totalParticipants: Scalars['Int']['output'];
+  weeklyActivity: Array<ParticipantActivityTimestamp>;
+};
+
 export type ElementDataFragment = { __typename?: 'ElementInstance', elementData: { __typename: 'ChoicesElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number, options: { __typename?: 'ChoiceQuestionOptions', hasSampleSolution?: boolean | null, displayMode: ElementDisplayMode, choices: Array<{ __typename?: 'Choice', ix: number, correct?: boolean | null, feedback?: string | null, value: string }> } } | { __typename: 'ContentElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FlashcardElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FreeTextElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number, options: { __typename?: 'FreeTextQuestionOptions', hasSampleSolution?: boolean | null, solutions?: Array<string> | null, restrictions?: { __typename?: 'FreeTextRestrictions', maxLength?: number | null } | null } } | { __typename: 'NumericalElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number, options: { __typename?: 'NumericalQuestionOptions', hasSampleSolution?: boolean | null, accuracy?: number | null, placeholder?: string | null, unit?: string | null, restrictions?: { __typename?: 'NumericalRestrictions', min?: number | null, max?: number | null } | null, solutionRanges?: Array<{ __typename?: 'NumericalSolutionRange', min?: number | null, max?: number | null }> | null } } };
 
 export type ElementDataInfoFragment = { __typename?: 'ElementInstance', elementData: { __typename: 'ChoicesElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'ContentElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FlashcardElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FreeTextElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'NumericalElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } };
@@ -3579,6 +3591,13 @@ export type GetCourseSummaryQueryVariables = Exact<{
 
 export type GetCourseSummaryQuery = { __typename?: 'Query', getCourseSummary?: { __typename?: 'CourseSummary', numOfParticipations: number, numOfLiveQuizzes: number, numOfPracticeQuizzes: number, numOfMicroLearnings: number, numOfGroupActivities: number, numOfLeaderboardEntries: number, numOfParticipantGroups: number } | null };
 
+export type GetCourseWeeklyActivityQueryVariables = Exact<{
+  courseId?: InputMaybe<Scalars['String']['input']>;
+}>;
+
+
+export type GetCourseWeeklyActivityQuery = { __typename?: 'Query', getCourseWeeklyActivity?: { __typename?: 'WeeklyCourseActivities', totalParticipants: number, weeklyActivity: Array<{ __typename?: 'ParticipantActivityTimestamp', date: any, activeParticipants: number }> } | null };
+
 export type GetFeedbacksQueryVariables = Exact<{
   quizId: Scalars['String']['input'];
 }>;
@@ -4069,6 +4088,7 @@ export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{
 export const GetCoursePracticeQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePracticeQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"coursePracticeQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"FragmentSpread","name":{"kind":"Name","value":"PracticeQuizData"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"PracticeQuizData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"PracticeQuiz"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"resetTimeDays"}},{"kind":"Field","name":{"kind":"Name","value":"availableFrom"}},{"kind":"Field","name":{"kind":"Name","value":"orderType"}},{"kind":"Field","name":{"kind":"Name","value":"numOfStacks"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePracticeQuizQuery, GetCoursePracticeQuizQueryVariables>;
 export const GetCourseRunningLiveQuizzesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseRunningLiveQuizzes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseRunningLiveQuizzes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseRunningLiveQuizzesQuery, GetCourseRunningLiveQuizzesQueryVariables>;
 export const GetCourseSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfParticipations"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLiveQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfPracticeQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfMicroLearnings"}},{"kind":"Field","name":{"kind":"Name","value":"numOfGroupActivities"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLeaderboardEntries"}},{"kind":"Field","name":{"kind":"Name","value":"numOfParticipantGroups"}}]}}]}}]} as unknown as DocumentNode<GetCourseSummaryQuery, GetCourseSummaryQueryVariables>;
+export const GetCourseWeeklyActivityDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseWeeklyActivity"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseWeeklyActivity"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"weeklyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseWeeklyActivityQuery, GetCourseWeeklyActivityQueryVariables>;
 export const GetFeedbacksDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetFeedbacks"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"feedbacks"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"quizId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isPublished"}},{"kind":"Field","name":{"kind":"Name","value":"isPinned"}},{"kind":"Field","name":{"kind":"Name","value":"isResolved"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"votes"}},{"kind":"Field","name":{"kind":"Name","value":"resolvedAt"}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"positiveReactions"}},{"kind":"Field","name":{"kind":"Name","value":"negativeReactions"}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}}]}}]}}]}}]} as unknown as DocumentNode<GetFeedbacksQuery, GetFeedbacksQueryVariables>;
 export const GetGradingGroupActivityDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetGradingGroupActivity"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getGradingGroupActivity"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}},{"kind":"Field","name":{"kind":"Name","value":"clues"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityInstances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityId"}},{"kind":"Field","name":{"kind":"Name","value":"decisionsSubmittedAt"}},{"kind":"Field","name":{"kind":"Name","value":"decisions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"instanceId"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"freeTextResponse"}},{"kind":"Field","name":{"kind":"Name","value":"choicesResponse"}},{"kind":"Field","name":{"kind":"Name","value":"numericalResponse"}},{"kind":"Field","name":{"kind":"Name","value":"contentResponse"}}]}},{"kind":"Field","name":{"kind":"Name","value":"resultsComputedAt"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"passed"}},{"kind":"Field","name":{"kind":"Name","value":"points"}},{"kind":"Field","name":{"kind":"Name","value":"comment"}},{"kind":"Field","name":{"kind":"Name","value":"grading"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"instanceId"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"maxPoints"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupName"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}}]} as unknown as DocumentNode<GetGradingGroupActivityQuery, GetGradingGroupActivityQueryVariables>;
 export const GetGroupActivityDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetGroupActivity"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivity"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}},{"kind":"Field","name":{"kind":"Name","value":"clues"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementDataWithoutSolutions"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementDataWithoutSolutions"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}}]} as unknown as DocumentNode<GetGroupActivityQuery, GetGroupActivityQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index 7d84daac86..aee52bc255 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -121,6 +121,7 @@
    "GetCoursePracticeQuiz": "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7",
    "GetCourseRunningLiveQuizzes": "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1",
    "GetCourseSummary": "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571",
+   "GetCourseWeeklyActivity": "769cc8d45ec0f063e4ca121bf1cc362ea9fa9f822ef1eab1a578f9f7db59bdb4",
    "GetFeedbacks": "4d12fff29b8c270acb661bd340c218fd12b89ec382e47e0adeab91d5eac3749b",
    "GetGradingGroupActivity": "1613137588a65130c4c71700de6c4213d83dd865f0e65ac1cfd838d6c6ed8fb7",
    "GetGroupActivity": "33dfd7e08e268a45983a49a4919a7e966640ec469407a0585094908685f14961",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index 9f605fa85d..4b3dcc762f 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -1241,6 +1241,7 @@ type Query {
   getCourseOverviewData(courseId: String!): ParticipantLearningData
   getCourseRunningLiveQuizzes(courseId: String!): [LiveQuiz!]
   getCourseSummary(courseId: String!): CourseSummary
+  getCourseWeeklyActivity(courseId: String): WeeklyCourseActivities
   getGradingGroupActivity(id: String!): GroupActivity
   getGroupActivitySummary(id: String!): GroupActivitySummary
   getLecturerViewLiveQuiz(id: String!): LiveQuiz
@@ -1473,4 +1474,9 @@ type WeekdayActivityAnalytics {
   thursday: Float!
   tuesday: Float!
   wednesday: Float!
+}
+
+type WeeklyCourseActivities {
+  totalParticipants: Int!
+  weeklyActivity: [ParticipantActivityTimestamp!]!
 }
\ No newline at end of file
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index dba6e8fa8d..b1cd559bc9 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -121,6 +121,7 @@
    "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7": "fragment PracticeQuizData on PracticeQuiz {\n  id\n  status\n  name\n  displayName\n  description\n  pointsMultiplier\n  resetTimeDays\n  availableFrom\n  orderType\n  numOfStacks\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementData\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetCoursePracticeQuiz($courseId: String!) {\n  coursePracticeQuiz(courseId: $courseId) {\n    ...PracticeQuizData\n    __typename\n  }\n}",
    "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1": "query GetCourseRunningLiveQuizzes($courseId: String!) {\n  getCourseRunningLiveQuizzes(courseId: $courseId) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
    "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571": "query GetCourseSummary($courseId: String!) {\n  getCourseSummary(courseId: $courseId) {\n    numOfParticipations\n    numOfLiveQuizzes\n    numOfPracticeQuizzes\n    numOfMicroLearnings\n    numOfGroupActivities\n    numOfLeaderboardEntries\n    numOfParticipantGroups\n    __typename\n  }\n}",
+   "769cc8d45ec0f063e4ca121bf1cc362ea9fa9f822ef1eab1a578f9f7db59bdb4": "query GetCourseWeeklyActivity($courseId: String) {\n  getCourseWeeklyActivity(courseId: $courseId) {\n    totalParticipants\n    weeklyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    __typename\n  }\n}",
    "4d12fff29b8c270acb661bd340c218fd12b89ec382e47e0adeab91d5eac3749b": "query GetFeedbacks($quizId: String!) {\n  feedbacks(quizId: $quizId) {\n    id\n    isPublished\n    isPinned\n    isResolved\n    content\n    votes\n    resolvedAt\n    createdAt\n    responses {\n      id\n      content\n      positiveReactions\n      negativeReactions\n      createdAt\n      __typename\n    }\n    __typename\n  }\n}",
    "1613137588a65130c4c71700de6c4213d83dd865f0e65ac1cfd838d6c6ed8fb7": "fragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetGradingGroupActivity($id: String!) {\n  getGradingGroupActivity(id: $id) {\n    id\n    name\n    displayName\n    description\n    status\n    pointsMultiplier\n    scheduledStartAt\n    scheduledEndAt\n    clues {\n      id\n      type\n      name\n      displayName\n      value\n      unit\n      __typename\n    }\n    stacks {\n      id\n      displayName\n      description\n      elements {\n        id\n        type\n        elementType\n        options {\n          pointsMultiplier\n          __typename\n        }\n        ...ElementData\n        __typename\n      }\n      __typename\n    }\n    activityInstances {\n      id\n      groupActivityId\n      decisionsSubmittedAt\n      decisions {\n        instanceId\n        type\n        freeTextResponse\n        choicesResponse\n        numericalResponse\n        contentResponse\n        __typename\n      }\n      resultsComputedAt\n      results {\n        passed\n        points\n        comment\n        grading {\n          instanceId\n          score\n          maxPoints\n          feedback\n          __typename\n        }\n        __typename\n      }\n      groupName\n      __typename\n    }\n    __typename\n  }\n}",
    "33dfd7e08e268a45983a49a4919a7e966640ec469407a0585094908685f14961": "fragment ElementDataWithoutSolutions on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        displayMode\n        choices {\n          ix\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        restrictions {\n          maxLength\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      __typename\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetGroupActivity($id: String!) {\n  groupActivity(id: $id) {\n    id\n    name\n    displayName\n    description\n    pointsMultiplier\n    scheduledStartAt\n    scheduledEndAt\n    clues {\n      id\n      type\n      name\n      displayName\n      value\n      unit\n      __typename\n    }\n    stacks {\n      id\n      displayName\n      description\n      elements {\n        id\n        type\n        elementType\n        ...ElementDataWithoutSolutions\n        __typename\n      }\n      __typename\n    }\n    course {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index ccd0e2c910..dda9925bf3 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -82,3 +82,21 @@ export const CourseActivityAnalytics = builder.objectType(
     }),
   }
 )
+
+interface IWeeklyCourseActivities {
+  totalParticipants: number
+  weeklyActivity: IParticipantActivityTimestamp[]
+}
+export const WeeklyCourseActivitiesRef =
+  builder.objectRef<IWeeklyCourseActivities>('WeeklyCourseActivities')
+export const WeeklyCourseActivities = builder.objectType(
+  WeeklyCourseActivitiesRef,
+  {
+    fields: (t) => ({
+      totalParticipants: t.exposeInt('totalParticipants'),
+      weeklyActivity: t.expose('weeklyActivity', {
+        type: [ParticipantActivityTimestamp],
+      }),
+    }),
+  }
+)
diff --git a/packages/graphql/src/schema/query.ts b/packages/graphql/src/schema/query.ts
index 29ea2eff73..905c15e45d 100644
--- a/packages/graphql/src/schema/query.ts
+++ b/packages/graphql/src/schema/query.ts
@@ -11,7 +11,11 @@ import * as ParticipantService from '../services/participants.js'
 import * as PracticeQuizService from '../services/practiceQuizzes.js'
 import * as QuestionService from '../services/questions.js'
 import * as StacksService from '../services/stacks.js'
-import { CourseActivityAnalytics, ElementFeedback } from './analytics.js'
+import {
+  CourseActivityAnalytics,
+  ElementFeedback,
+  WeeklyCourseActivities,
+} from './analytics.js'
 import {
   Course,
   CourseSummary,
@@ -753,6 +757,17 @@ export const Query = builder.queryType({
           return AnalyticsService.getCourseActivityAnalytics(args, ctx)
         },
       }),
+
+      getCourseWeeklyActivity: asUser.field({
+        nullable: true,
+        type: WeeklyCourseActivities,
+        args: {
+          courseId: t.arg.string({ required: false }),
+        },
+        resolve(_, args, ctx) {
+          return AnalyticsService.getCourseWeeklyActivity(args, ctx)
+        },
+      }),
     }
   },
 })
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index 7bbebb18a7..bf3a370129 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -48,3 +48,34 @@ export async function getCourseActivityAnalytics(
     },
   }
 }
+
+export async function getCourseWeeklyActivity(
+  { courseId }: { courseId?: string | null },
+  ctx: ContextWithUser
+) {
+  if (!courseId) {
+    return null
+  }
+
+  const course = await ctx.prisma.course.findUnique({
+    where: { id: courseId, ownerId: ctx.user.sub },
+    include: {
+      participations: true,
+      aggregatedAnalytics: {
+        where: { type: 'WEEKLY' },
+        orderBy: { timestamp: 'asc' },
+      },
+    },
+  })
+
+  if (!course) {
+    return null
+  }
+
+  const weeklyActivity = course.aggregatedAnalytics.map((analytics) => ({
+    date: analytics.timestamp,
+    activeParticipants: analytics.participantCount,
+  }))
+
+  return { totalParticipants: course.participations.length, weeklyActivity }
+}
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index ec70c5f870..2c867401c2 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1836,6 +1836,11 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       dailyActivity: 'Tagesabhängige Aktivität',
       activeStudents: 'Aktive Studierende',
       percentageOfStudents: 'Prozentuale Verteilung der Studierenden',
+      courseComparison: 'Kursvergleich',
+      courseComparisonDescription:
+        'Wählen Sie einen zweiten Kurs aus, um die entsprechenden Daten direkt zu vergleichen.',
+      selectCourse: 'Kurs auswählen...',
+      weekN: 'Woche {number}',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 52668ca888..4b4d7c3b35 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1824,6 +1824,11 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       dailyActivity: 'Daily Activity',
       activeStudents: 'Active students',
       percentageOfStudents: 'Percentage of students',
+      courseComparison: 'Course Comparison',
+      courseComparisonDescription:
+        'Select a second course to compare the corresponding data directly.',
+      selectCourse: 'Select course...',
+      weekN: 'Week {number}',
     },
   },
   control: {

From 189cfed0cff359487de333f7672173b04a7e1c60 Mon Sep 17 00:00:00 2001
From: sjschlapbach <julius.schlapbach@gmx.net>
Date: Mon, 9 Dec 2024 10:59:11 +0100
Subject: [PATCH 18/38] enhance(apps/frontend-manage): add loading state for
 comparison course loading on activity analytics dashboard

---
 .../activity/SuspendedCourseComparison.tsx    | 31 ++++++++++++-------
 .../activity/WeeklyActivityTimeSeries.tsx     |  3 +-
 2 files changed, 21 insertions(+), 13 deletions(-)

diff --git a/apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx b/apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx
index 0632b09f99..a75452796c 100644
--- a/apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/SuspendedCourseComparison.tsx
@@ -1,5 +1,6 @@
 import { useSuspenseQuery } from '@apollo/client'
 import { GetUserCoursesDocument } from '@klicker-uzh/graphql/dist/ops'
+import Loader from '@klicker-uzh/shared-components/src/Loader'
 import { Checkbox, H3, Select } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
@@ -8,11 +9,13 @@ import { useState } from 'react'
 function SuspendedCourseComparison({
   courseComparison,
   setCourseComparison,
+  comparisonCourseLoading,
 }: {
   courseComparison: { id: string; name: string } | undefined
   setCourseComparison: (
     course: { id: string; name: string } | undefined
   ) => void
+  comparisonCourseLoading: boolean
 }) {
   const t = useTranslations()
   const router = useRouter()
@@ -49,18 +52,22 @@ function SuspendedCourseComparison({
       {showCourseDropdown ? (
         <div className="flex flex-col gap-2 pl-7">
           <div>{t('manage.analytics.courseComparisonDescription')}</div>
-          <Select
-            items={courses}
-            onChange={(newValue) =>
-              setCourseComparison({
-                id: newValue,
-                name:
-                  courses.find((course) => course.value === newValue)?.label ??
-                  '',
-              })
-            }
-            placeholder={t('manage.analytics.selectCourse')}
-          />
+          <div className="flex w-full flex-row">
+            <Select
+              items={courses}
+              value={courseComparison?.id}
+              onChange={(newValue) =>
+                setCourseComparison({
+                  id: newValue,
+                  name:
+                    courses.find((course) => course.value === newValue)
+                      ?.label ?? '',
+                })
+              }
+              placeholder={t('manage.analytics.selectCourse')}
+            />
+            {comparisonCourseLoading && <Loader />}
+          </div>
         </div>
       ) : undefined}
     </div>
diff --git a/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx b/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
index 84bf6b7a3a..daec0e1e02 100644
--- a/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
@@ -23,7 +23,7 @@ function WeeklyActivityTimeSeries({
     { id: string; name: string } | undefined
   >(undefined)
 
-  const { data, refetch } = useQuery(GetCourseWeeklyActivityDocument, {
+  const { data, loading } = useQuery(GetCourseWeeklyActivityDocument, {
     variables: { courseId: courseComparison?.id },
     skip: typeof courseComparison === 'undefined',
   })
@@ -74,6 +74,7 @@ function WeeklyActivityTimeSeries({
           <SuspendedCourseComparison
             courseComparison={courseComparison}
             setCourseComparison={setCourseComparison}
+            comparisonCourseLoading={loading}
           />
         </Suspense>
       </div>

From 69cc23b4fd92a0d7320286642bbb020d2f43e881 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Thu, 12 Dec 2024 07:29:02 +0100
Subject: [PATCH 19/38] enhance(apps/analytics): add student activity to
 learning analytics activity dashboard (#4395)

---
 .../analytics/activity/ActivityLevelTag.tsx   |  27 +++
 .../analytics/activity/DailyActivityPlot.tsx  |   2 +-
 .../activity/TotalStudentActivityPlot.tsx     | 190 ++++++++++++++++++
 .../useTotalStudentActivityHistogram.ts       |  58 ++++++
 .../pages/analytics/[courseId]/activity.tsx   |  10 +-
 .../ops/QGetCourseActivityAnalytics.graphql   |   7 +
 packages/graphql/src/ops.schema.json          | 146 ++++++++++++++
 packages/graphql/src/ops.ts                   |  20 +-
 packages/graphql/src/public/client.json       |   2 +-
 packages/graphql/src/public/schema.graphql    |  15 ++
 packages/graphql/src/public/server.json       |   2 +-
 packages/graphql/src/schema/analytics.ts      |  31 +++
 packages/graphql/src/services/analytics.ts    |  14 ++
 packages/i18n/messages/de.ts                  |  16 ++
 packages/i18n/messages/en.ts                  |  18 +-
 .../src/TableSortingButton.tsx                |  37 ++++
 .../src/hooks/useEvaluationTableColumns.tsx   |  49 +----
 17 files changed, 593 insertions(+), 51 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/ActivityLevelTag.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts
 create mode 100644 packages/shared-components/src/TableSortingButton.tsx

diff --git a/apps/frontend-manage/src/components/analytics/activity/ActivityLevelTag.tsx b/apps/frontend-manage/src/components/analytics/activity/ActivityLevelTag.tsx
new file mode 100644
index 0000000000..95933dbb15
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/ActivityLevelTag.tsx
@@ -0,0 +1,27 @@
+import { useTranslations } from 'next-intl'
+
+function ActivityLevelTag({ activityLevel }: { activityLevel: 1 | 2 | 3 }) {
+  const t = useTranslations()
+
+  if (activityLevel === 3) {
+    return (
+      <div className="w-max rounded-md border bg-green-700 px-1 py-0.5 text-white">
+        {t('manage.analytics.activityLevelHigh')}
+      </div>
+    )
+  } else if (activityLevel === 2) {
+    return (
+      <div className="w-max rounded-md border bg-yellow-500 px-1 py-0.5 text-white">
+        {t('manage.analytics.activityLevelMedium')}
+      </div>
+    )
+  } else {
+    return (
+      <div className="w-max rounded-md border bg-red-600 px-1 py-0.5 text-white">
+        {t('manage.analytics.activityLevelLow')}
+      </div>
+    )
+  }
+}
+
+export default ActivityLevelTag
diff --git a/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
index e575bb69f9..d0de3210ff 100644
--- a/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
@@ -50,7 +50,7 @@ function DailyActivityPlot({
   ]
 
   return (
-    <div className="border-uzh-grey-80 mb-3 rounded-xl border border-solid p-3">
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <H2>{t('manage.analytics.dailyActivity')}</H2>
       <ResponsiveContainer width="100%" height={300}>
         <BarChart layout="vertical" data={barChartData}>
diff --git a/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
new file mode 100644
index 0000000000..63edda044f
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
@@ -0,0 +1,190 @@
+import { ParticipantCourseActivity } from '@klicker-uzh/graphql/dist/ops'
+import DataTable from '@klicker-uzh/shared-components/src/DataTable'
+import TableSortingButton from '@klicker-uzh/shared-components/src/TableSortingButton'
+import { H2 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import {
+  Bar,
+  BarChart,
+  Cell,
+  ReferenceLine,
+  ResponsiveContainer,
+  Tooltip,
+  XAxis,
+  YAxis,
+} from 'recharts'
+import ActivityLevelTag from './ActivityLevelTag'
+import useTotalStudentActivityHistogram from './useTotalStudentActivityHistogram'
+
+interface TotalStudentActivityPlotProps {
+  courseName: string
+  courseWeeks: number
+  participantActivity: ParticipantCourseActivity[]
+}
+
+function TotalStudentActivityPlot({
+  courseName,
+  courseWeeks,
+  participantActivity,
+}: TotalStudentActivityPlotProps) {
+  const t = useTranslations()
+  const activityData = useTotalStudentActivityHistogram({
+    courseWeeks,
+    participantActivity,
+  })
+
+  if (activityData.length === 0) {
+    return null
+  }
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <H2>{t('manage.analytics.overallStudentActivity')}</H2>
+      <div className="flex flex-col gap-2">
+        <ResponsiveContainer width="100%" height={300}>
+          <BarChart data={activityData} margin={{ bottom: 10, top: 20 }}>
+            <XAxis
+              dataKey="week"
+              label={{ value: t('manage.analytics.activeWeeks'), dy: 18 }}
+            />
+            <YAxis
+              label={{
+                value: t('manage.analytics.numberOfStudents'),
+                angle: -90,
+                dx: -20,
+              }}
+            />
+            <Tooltip
+              formatter={(value) => [
+                `${value}`,
+                t('manage.analytics.activeStudents'),
+              ]}
+              labelFormatter={(label) =>
+                `${label} ${t('shared.generic.weeks')}`
+              }
+              contentStyle={{
+                borderRadius: '8px',
+                padding: '8px',
+              }}
+            />
+            <Bar dataKey="count">
+              {activityData.map((entry, index) => (
+                <Cell key={`cell-${index}`} fill={entry.color} />
+              ))}
+            </Bar>
+            {activityData.map(
+              (entry, index) =>
+                (entry.isQ1 ||
+                  entry.isQ3 ||
+                  entry.isMedian ||
+                  entry.isMean) && (
+                  <ReferenceLine
+                    key={`line-${index}`}
+                    x={entry.week}
+                    stroke={
+                      entry.isMean ? 'red' : entry.isMedian ? 'blue' : '#666'
+                    }
+                    label={{
+                      value: entry.isMean
+                        ? t('shared.generic.mean')
+                        : entry.isMedian
+                          ? t('shared.generic.median')
+                          : entry.isQ1
+                            ? 'Q1'
+                            : 'Q3',
+                      position: 'top',
+                      fill: entry.isMean
+                        ? 'red'
+                        : entry.isMedian
+                          ? 'blue'
+                          : '#666',
+                    }}
+                  />
+                )
+            )}
+          </BarChart>
+        </ResponsiveContainer>
+        <DataTable
+          isPaginated
+          isResetSortingEnabled
+          columns={[
+            {
+              accessorKey: 'student',
+              header: t('shared.generic.student'),
+            },
+            {
+              accessorKey: 'activeWeeks',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.activeWeeks')}
+                  />
+                )
+              },
+            },
+            {
+              accessorKey: 'activeDaysPerWeek',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.activeDaysPerWeek')}
+                  />
+                )
+              },
+              cell: ({ row }: any) =>
+                `${parseFloat(row.getValue('activeDaysPerWeek')).toFixed(2)}`,
+            },
+            {
+              accessorKey: 'meanElementsPerDay',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.meanElementsPerDay')}
+                  />
+                )
+              },
+              cell: ({ row }: any) =>
+                `${parseFloat(row.getValue('meanElementsPerDay')).toFixed(2)}`,
+            },
+            {
+              accessorKey: 'activityLevelNumber',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.activityLevel')}
+                  />
+                )
+              },
+              cell: ({ row }: any) => (
+                <ActivityLevelTag
+                  activityLevel={row.getValue('activityLevelNumber')}
+                />
+              ),
+            },
+          ]}
+          data={participantActivity.map((entry, ix) => ({
+            ...entry,
+            student: t('manage.analytics.studentN', { number: ix + 1 }),
+            activityLevelNumber:
+              entry.activityLevel === 'HIGH'
+                ? 3
+                : entry.activityLevel === 'MEDIUM'
+                  ? 2
+                  : 1,
+          }))}
+          csvFilename={`${courseName.replace(' ', '-')}_participant_activity`}
+          className={{
+            tableHeader: 'h-7 p-2',
+            tableCell: 'h-7 p-2',
+          }}
+        />
+      </div>
+    </div>
+  )
+}
+
+export default TotalStudentActivityPlot
diff --git a/apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts b/apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts
new file mode 100644
index 0000000000..9dbab6ab5e
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts
@@ -0,0 +1,58 @@
+import { ParticipantCourseActivity } from '@klicker-uzh/graphql/dist/ops'
+import { useMemo } from 'react'
+
+// group the student activity data into bins for the histogram illustration
+function groupHistogramBins(activeWeeks: number[], totalWeeks: number) {
+  const histogram = new Array(totalWeeks + 1).fill(0)
+  activeWeeks.forEach((weeks) => {
+    histogram[weeks] = (histogram[weeks] || 0) + 1
+  })
+  return histogram
+}
+
+// compute illustration statistics for the histogram
+const computeStatistics = (data: number[]) => {
+  const sorted = [...data].sort((a, b) => a - b)
+  const len = sorted.length
+
+  return {
+    q1: sorted[Math.floor(len * 0.25)],
+    q3: sorted[Math.floor(len * 0.75)],
+    median:
+      len % 2 === 0
+        ? (sorted[len / 2 - 1] + sorted[len / 2]) / 2
+        : sorted[Math.floor(len / 2)],
+    mean: data.reduce((a, b) => a + b, 0) / len,
+  }
+}
+
+function useTotalStudentActivityHistogram({
+  courseWeeks,
+  participantActivity,
+}: {
+  courseWeeks: number
+  participantActivity: ParticipantCourseActivity[]
+}) {
+  return useMemo(() => {
+    const activeWeeks = participantActivity.map((p) => p.activeWeeks)
+    const histogram = groupHistogramBins(activeWeeks, courseWeeks)
+    const stats = computeStatistics(activeWeeks)
+
+    return histogram.map((count, week) => ({
+      week: week,
+      count,
+      color:
+        week < stats.q1
+          ? 'rgba(220, 0, 0, 0.8)'
+          : week > stats.q3
+            ? 'rgba(0, 180, 0, 0.8)'
+            : '#FFD700',
+      isQ1: week === Math.floor(stats.q1),
+      isQ3: week === Math.floor(stats.q3),
+      isMedian: week === Math.floor(stats.median),
+      isMean: week === Math.floor(stats.mean),
+    }))
+  }, [participantActivity, courseWeeks])
+}
+
+export default useTotalStudentActivityHistogram
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
index 2009853626..e4a8cfb56e 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
@@ -8,6 +8,7 @@ import { useRouter } from 'next/router'
 import ActivityAnalyticsNavigation from '~/components/analytics/activity/ActivityAnalyticsNavigation'
 import DailyActivityPlot from '~/components/analytics/activity/DailyActivityPlot'
 import DailyActivityTimeSeries from '~/components/analytics/activity/DailyActivityTimeSeries'
+import TotalStudentActivityPlot from '~/components/analytics/activity/TotalStudentActivityPlot'
 import WeeklyActivityTimeSeries from '~/components/analytics/activity/WeeklyActivityTimeSeries'
 import Layout from '~/components/Layout'
 
@@ -68,13 +69,13 @@ function ActivityDashboard() {
           })}
         </div>
       </div>
-      <div className="flex flex-col gap-2">
+      <div className="flex flex-col gap-4">
         <WeeklyActivityTimeSeries
           activity={course.weeklyActivity}
           courseName={course.name}
           courseParticipants={course.totalParticipants}
         />
-        <div className="flex w-full flex-col gap-2 lg:flex-row">
+        <div className="flex w-full flex-col gap-3 lg:flex-row">
           <div className="w-full lg:w-2/3">
             <DailyActivityTimeSeries
               activity={course.dailyActivity}
@@ -88,6 +89,11 @@ function ActivityDashboard() {
             />
           </div>
         </div>
+        <TotalStudentActivityPlot
+          courseName={course.name}
+          courseWeeks={course.courseWeeks}
+          participantActivity={course.participantCourseAnalytics}
+        />
       </div>
     </Layout>
   )
diff --git a/packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql
index 50e3010305..f264b67cc9 100644
--- a/packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql
+++ b/packages/graphql/src/graphql/ops/QGetCourseActivityAnalytics.graphql
@@ -1,6 +1,7 @@
 query GetCourseActivityAnalytics($courseId: String!) {
   getCourseActivityAnalytics(courseId: $courseId) {
     name
+    courseWeeks
     totalParticipants
     dailyActivity {
       date
@@ -19,5 +20,11 @@ query GetCourseActivityAnalytics($courseId: String!) {
       saturday
       sunday
     }
+    participantCourseAnalytics {
+      activeWeeks
+      activeDaysPerWeek
+      meanElementsPerDay
+      activityLevel
+    }
   }
 }
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 842ac1b651..6db4ee2ac4 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -246,6 +246,36 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "ENUM",
+        "name": "ActivityLevel",
+        "description": null,
+        "isOneOf": null,
+        "fields": null,
+        "inputFields": null,
+        "interfaces": null,
+        "enumValues": [
+          {
+            "name": "HIGH",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "LOW",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "MEDIUM",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ActivitySummary",
@@ -3271,6 +3301,22 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "courseWeeks",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "dailyActivity",
             "description": null,
@@ -3311,6 +3357,30 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "participantCourseAnalytics",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ParticipantCourseActivity",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "totalParticipants",
             "description": null,
@@ -17305,6 +17375,82 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ParticipantCourseActivity",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activeDaysPerWeek",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "activeWeeks",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "activityLevel",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ActivityLevel",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "meanElementsPerDay",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ParticipantGroup",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index 30aeb3d7ec..3eebf30397 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -46,6 +46,12 @@ export type ActivityEvaluation = {
   results: Array<StackEvaluation>;
 };
 
+export enum ActivityLevel {
+  High = 'HIGH',
+  Low = 'LOW',
+  Medium = 'MEDIUM'
+}
+
 export type ActivitySummary = {
   __typename?: 'ActivitySummary';
   numOfAnonymousResponses: Scalars['Int']['output'];
@@ -319,8 +325,10 @@ export type Course = {
 export type CourseActivityAnalytics = {
   __typename?: 'CourseActivityAnalytics';
   activeDays: WeekdayActivityAnalytics;
+  courseWeeks: Scalars['Int']['output'];
   dailyActivity: Array<ParticipantActivityTimestamp>;
   name: Scalars['String']['output'];
+  participantCourseAnalytics: Array<ParticipantCourseActivity>;
   totalParticipants: Scalars['Int']['output'];
   weeklyActivity: Array<ParticipantActivityTimestamp>;
 };
@@ -1902,6 +1910,14 @@ export type ParticipantActivityTimestamp = {
   date: Scalars['Date']['output'];
 };
 
+export type ParticipantCourseActivity = {
+  __typename?: 'ParticipantCourseActivity';
+  activeDaysPerWeek: Scalars['Float']['output'];
+  activeWeeks: Scalars['Int']['output'];
+  activityLevel: ActivityLevel;
+  meanElementsPerDay: Scalars['Float']['output'];
+};
+
 export type ParticipantGroup = {
   __typename?: 'ParticipantGroup';
   averageMemberScore: Scalars['Int']['output'];
@@ -3547,7 +3563,7 @@ export type GetCourseActivityAnalyticsQueryVariables = Exact<{
 }>;
 
 
-export type GetCourseActivityAnalyticsQuery = { __typename?: 'Query', getCourseActivityAnalytics?: { __typename?: 'CourseActivityAnalytics', name: string, totalParticipants: number, dailyActivity: Array<{ __typename?: 'ParticipantActivityTimestamp', date: any, activeParticipants: number }>, weeklyActivity: Array<{ __typename?: 'ParticipantActivityTimestamp', date: any, activeParticipants: number }>, activeDays: { __typename?: 'WeekdayActivityAnalytics', monday: number, tuesday: number, wednesday: number, thursday: number, friday: number, saturday: number, sunday: number } } | null };
+export type GetCourseActivityAnalyticsQuery = { __typename?: 'Query', getCourseActivityAnalytics?: { __typename?: 'CourseActivityAnalytics', name: string, courseWeeks: number, totalParticipants: number, dailyActivity: Array<{ __typename?: 'ParticipantActivityTimestamp', date: any, activeParticipants: number }>, weeklyActivity: Array<{ __typename?: 'ParticipantActivityTimestamp', date: any, activeParticipants: number }>, activeDays: { __typename?: 'WeekdayActivityAnalytics', monday: number, tuesday: number, wednesday: number, thursday: number, friday: number, saturday: number, sunday: number }, participantCourseAnalytics: Array<{ __typename?: 'ParticipantCourseActivity', activeWeeks: number, activeDaysPerWeek: number, meanElementsPerDay: number, activityLevel: ActivityLevel }> } | null };
 
 export type GetCourseGroupActivitiesQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
@@ -4081,7 +4097,7 @@ export const GetCockpitQuizDocument = {"kind":"Document","definitions":[{"kind":
 export const GetControlCourseDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlCourse"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlCourse"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"liveQuizzes"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"status"}}]}}]}}]}}]} as unknown as DocumentNode<GetControlCourseQuery, GetControlCourseQueryVariables>;
 export const GetControlCoursesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"isArchived"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}}]}}]}}]} as unknown as DocumentNode<GetControlCoursesQuery, GetControlCoursesQueryVariables>;
 export const GetControlLiveQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlLiveQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlLiveQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}},{"kind":"Field","name":{"kind":"Name","value":"blocks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"expiresAt"}},{"kind":"Field","name":{"kind":"Name","value":"timeLimit"}},{"kind":"Field","name":{"kind":"Name","value":"randomSelection"}},{"kind":"Field","name":{"kind":"Name","value":"execution"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementDataInfo"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"activeBlock"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementDataInfo"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}}]} as unknown as DocumentNode<GetControlLiveQuizQuery, GetControlLiveQuizQueryVariables>;
-export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseActivityAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseActivityAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"dailyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"weeklyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activeDays"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"monday"}},{"kind":"Field","name":{"kind":"Name","value":"tuesday"}},{"kind":"Field","name":{"kind":"Name","value":"wednesday"}},{"kind":"Field","name":{"kind":"Name","value":"thursday"}},{"kind":"Field","name":{"kind":"Name","value":"friday"}},{"kind":"Field","name":{"kind":"Name","value":"saturday"}},{"kind":"Field","name":{"kind":"Name","value":"sunday"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseActivityAnalyticsQuery, GetCourseActivityAnalyticsQueryVariables>;
+export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseActivityAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseActivityAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"courseWeeks"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"dailyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"weeklyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activeDays"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"monday"}},{"kind":"Field","name":{"kind":"Name","value":"tuesday"}},{"kind":"Field","name":{"kind":"Name","value":"wednesday"}},{"kind":"Field","name":{"kind":"Name","value":"thursday"}},{"kind":"Field","name":{"kind":"Name","value":"friday"}},{"kind":"Field","name":{"kind":"Name","value":"saturday"}},{"kind":"Field","name":{"kind":"Name","value":"sunday"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantCourseAnalytics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activeWeeks"}},{"kind":"Field","name":{"kind":"Name","value":"activeDaysPerWeek"}},{"kind":"Field","name":{"kind":"Name","value":"meanElementsPerDay"}},{"kind":"Field","name":{"kind":"Name","value":"activityLevel"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseActivityAnalyticsQuery, GetCourseActivityAnalyticsQueryVariables>;
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
 export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseOverviewData"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseOverviewData"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"inRandomGroupPool"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participation"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupDeadlinePassed"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"maxGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"preferredGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"awards"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroup"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"level"}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"isMember"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"messages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseOverviewDataQuery, GetCourseOverviewDataQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index aee52bc255..d2cf945508 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -114,7 +114,7 @@
    "GetControlCourse": "e75fbff1c5cb7ff5e8ba8dea58c1cf225065c420b007433ad34477dd8c75c42b",
    "GetControlCourses": "f62c7d2cb59eb42a077e6d527c90f4838a2888cb9a9f60259979114b6a3b759f",
    "GetControlLiveQuiz": "8f20969b7ca79ad364ba7d6f86bb726ac727fd7f6eaf2591ab6e2671d2c36c9d",
-   "GetCourseActivityAnalytics": "09008680cb5f6f1c378c6b67a0c7a2f7a700bb2355c9ac81adff1e7e72e74c06",
+   "GetCourseActivityAnalytics": "e59b71b57535081559901524f66141db528523f0cb049b3c52b33fcc442b24df",
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
    "GetCourseOverviewData": "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index 4b3dcc762f..71edf55b56 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -24,6 +24,12 @@ type ActivityEvaluation {
   results: [StackEvaluation!]!
 }
 
+enum ActivityLevel {
+  HIGH
+  LOW
+  MEDIUM
+}
+
 type ActivitySummary {
   numOfAnonymousResponses: Int!
   numOfResponses: Int!
@@ -275,8 +281,10 @@ type Course {
 
 type CourseActivityAnalytics {
   activeDays: WeekdayActivityAnalytics!
+  courseWeeks: Int!
   dailyActivity: [ParticipantActivityTimestamp!]!
   name: String!
+  participantCourseAnalytics: [ParticipantCourseActivity!]!
   totalParticipants: Int!
   weeklyActivity: [ParticipantActivityTimestamp!]!
 }
@@ -1146,6 +1154,13 @@ type ParticipantActivityTimestamp {
   date: Date!
 }
 
+type ParticipantCourseActivity {
+  activeDaysPerWeek: Float!
+  activeWeeks: Int!
+  activityLevel: ActivityLevel!
+  meanElementsPerDay: Float!
+}
+
 type ParticipantGroup {
   averageMemberScore: Int!
   code: Int!
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index b1cd559bc9..d9a950a1c1 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -114,7 +114,7 @@
    "e75fbff1c5cb7ff5e8ba8dea58c1cf225065c420b007433ad34477dd8c75c42b": "query GetControlCourse($courseId: String!) {\n  controlCourse(id: $courseId) {\n    id\n    name\n    liveQuizzes {\n      id\n      name\n      status\n      __typename\n    }\n    __typename\n  }\n}",
    "f62c7d2cb59eb42a077e6d527c90f4838a2888cb9a9f60259979114b6a3b759f": "query GetControlCourses {\n  controlCourses {\n    id\n    name\n    isArchived\n    displayName\n    description\n    __typename\n  }\n}",
    "8f20969b7ca79ad364ba7d6f86bb726ac727fd7f6eaf2591ab6e2671d2c36c9d": "fragment ElementDataInfo on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetControlLiveQuiz($id: String!) {\n  controlLiveQuiz(id: $id) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    blocks {\n      id\n      order\n      status\n      expiresAt\n      timeLimit\n      randomSelection\n      execution\n      elements {\n        id\n        ...ElementDataInfo\n        __typename\n      }\n      __typename\n    }\n    activeBlock {\n      id\n      order\n      __typename\n    }\n    __typename\n  }\n}",
-   "09008680cb5f6f1c378c6b67a0c7a2f7a700bb2355c9ac81adff1e7e72e74c06": "query GetCourseActivityAnalytics($courseId: String!) {\n  getCourseActivityAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    dailyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    weeklyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    activeDays {\n      monday\n      tuesday\n      wednesday\n      thursday\n      friday\n      saturday\n      sunday\n      __typename\n    }\n    __typename\n  }\n}",
+   "e59b71b57535081559901524f66141db528523f0cb049b3c52b33fcc442b24df": "query GetCourseActivityAnalytics($courseId: String!) {\n  getCourseActivityAnalytics(courseId: $courseId) {\n    name\n    courseWeeks\n    totalParticipants\n    dailyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    weeklyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    activeDays {\n      monday\n      tuesday\n      wednesday\n      thursday\n      friday\n      saturday\n      sunday\n      __typename\n    }\n    participantCourseAnalytics {\n      activeWeeks\n      activeDaysPerWeek\n      meanElementsPerDay\n      activityLevel\n      __typename\n    }\n    __typename\n  }\n}",
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77": "query GetCourseOverviewData($courseId: String!) {\n  getCourseOverviewData(courseId: $courseId) {\n    id\n    inRandomGroupPool\n    participant {\n      id\n      avatar\n      username\n      xp\n      level\n      participantGroups {\n        id\n        __typename\n      }\n      __typename\n    }\n    participation {\n      id\n      isActive\n      __typename\n    }\n    course {\n      id\n      displayName\n      color\n      description\n      isGamificationEnabled\n      groupDeadlineDate\n      isGroupDeadlinePassed\n      isGroupCreationEnabled\n      maxGroupSize\n      preferredGroupSize\n      awards {\n        id\n        order\n        type\n        displayName\n        description\n        participant {\n          id\n          username\n          avatar\n          __typename\n        }\n        participantGroup {\n          id\n          name\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    leaderboard {\n      id\n      participantId\n      username\n      avatar\n      score\n      isSelf\n      rank\n      level\n      __typename\n    }\n    leaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    groupLeaderboard {\n      id\n      name\n      score\n      rank\n      isMember\n      __typename\n    }\n    groupLeaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    __typename\n  }\n  participantGroups(courseId: $courseId) {\n    id\n    name\n    code\n    averageMemberScore\n    groupActivityScore\n    score\n    messages {\n      id\n      content\n      participant {\n        id\n        username\n        avatar\n        __typename\n      }\n      createdAt\n      updatedAt\n      __typename\n    }\n    participants {\n      id\n      username\n      avatar\n      score\n      isSelf\n      level\n      rank\n      __typename\n    }\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index dda9925bf3..ed48f2cdb2 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -1,6 +1,10 @@
 import * as DB from '@klicker-uzh/prisma'
 import builder from '../builder.js'
 
+export const ActivityLevel = builder.enumType('ActivityLevel', {
+  values: Object.values(DB.ActivityLevel),
+})
+
 export const ElementFeedbackRef =
   builder.objectRef<DB.ElementFeedback>('ElementFeedback')
 export const ElementFeedback = builder.objectType(ElementFeedbackRef, {
@@ -57,12 +61,35 @@ export const WeekdayActivityAnalytics = builder.objectType(
   }
 )
 
+interface IParticipantCourseActivity {
+  activeWeeks: number
+  activeDaysPerWeek: number
+  meanElementsPerDay: number
+  activityLevel: DB.ActivityLevel
+}
+
+export const ParticipantCourseActivityRef =
+  builder.objectRef<IParticipantCourseActivity>('ParticipantCourseActivity')
+export const ParticipantCourseActivity = builder.objectType(
+  ParticipantCourseActivityRef,
+  {
+    fields: (t) => ({
+      activeWeeks: t.exposeInt('activeWeeks'),
+      activeDaysPerWeek: t.exposeFloat('activeDaysPerWeek'),
+      meanElementsPerDay: t.exposeFloat('meanElementsPerDay'),
+      activityLevel: t.expose('activityLevel', { type: ActivityLevel }),
+    }),
+  }
+)
+
 interface ICourseActivityAnalytics {
   name: string
+  courseWeeks: number
   totalParticipants: number
   dailyActivity: IParticipantActivityTimestamp[]
   weeklyActivity: IParticipantActivityTimestamp[]
   activeDays: IWeekdayActivityAnalytics
+  participantCourseAnalytics: IParticipantCourseActivity[]
 }
 export const CourseActivityAnalyticsRef =
   builder.objectRef<ICourseActivityAnalytics>('CourseActivityAnalytics')
@@ -71,6 +98,7 @@ export const CourseActivityAnalytics = builder.objectType(
   {
     fields: (t) => ({
       name: t.exposeString('name'),
+      courseWeeks: t.exposeInt('courseWeeks'),
       totalParticipants: t.exposeInt('totalParticipants'),
       dailyActivity: t.expose('dailyActivity', {
         type: [ParticipantActivityTimestamp],
@@ -79,6 +107,9 @@ export const CourseActivityAnalytics = builder.objectType(
         type: [ParticipantActivityTimestamp],
       }),
       activeDays: t.expose('activeDays', { type: WeekdayActivityAnalytics }),
+      participantCourseAnalytics: t.expose('participantCourseAnalytics', {
+        type: [ParticipantCourseActivity],
+      }),
     }),
   }
 )
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index bf3a370129..423aec37a6 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -1,3 +1,4 @@
+import dayjs from 'dayjs'
 import { ContextWithUser } from 'src/lib/context.js'
 
 export async function getCourseActivityAnalytics(
@@ -12,6 +13,7 @@ export async function getCourseActivityAnalytics(
         orderBy: { timestamp: 'asc' },
       },
       aggregatedCourseAnalytics: true,
+      participantCourseAnalytics: true,
     },
   })
 
@@ -19,6 +21,7 @@ export async function getCourseActivityAnalytics(
     return null
   }
 
+  // map daily and weekly student activity into the format required by the frontend
   const dailyActivity = course.aggregatedAnalytics
     .filter((analytics) => analytics.type === 'DAILY')
     .map((analytics) => ({
@@ -32,8 +35,18 @@ export async function getCourseActivityAnalytics(
       activeParticipants: analytics.participantCount,
     }))
 
+  // compute the duration of the course in weeks (until current date, if course is still running)
+  const courseWeeks = Math.ceil(
+    dayjs(
+      course.endDate && dayjs(course.endDate).isBefore(dayjs())
+        ? course.endDate
+        : dayjs()
+    ).diff(dayjs(course.startDate), 'week', true)
+  )
+
   return {
     name: course.name,
+    courseWeeks,
     totalParticipants: course.participations.length,
     dailyActivity,
     weeklyActivity,
@@ -46,6 +59,7 @@ export async function getCourseActivityAnalytics(
       saturday: course.aggregatedCourseAnalytics?.activitySaturday ?? 0,
       sunday: course.aggregatedCourseAnalytics?.activitySunday ?? 0,
     },
+    participantCourseAnalytics: course.participantCourseAnalytics,
   }
 }
 
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 2c867401c2..74ccf8d601 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -224,6 +224,12 @@ export default {
       friday: 'Freitag',
       saturday: 'Samstag',
       sunday: 'Sonntag',
+      mean: 'Mittelwert',
+      median: 'Median',
+      q1: 'Q1',
+      q3: 'Q3',
+      weeks: 'Wochen',
+      student: 'Studierende(r)',
     },
     contentInput: {
       boldStyle:
@@ -1841,6 +1847,16 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
         'Wählen Sie einen zweiten Kurs aus, um die entsprechenden Daten direkt zu vergleichen.',
       selectCourse: 'Kurs auswählen...',
       weekN: 'Woche {number}',
+      studentN: 'Studierende(r) {number}',
+      overallStudentActivity: 'Gesamte Studierendenaktivität',
+      numberOfStudents: 'Anzahl Studierende',
+      activeWeeks: 'Aktive Wochen',
+      activeDaysPerWeek: 'Aktive Tage pro Woche',
+      meanElementsPerDay: 'Durchschnittliche Elemente pro Tag',
+      activityLevel: 'Aktivitätslevel',
+      activityLevelHigh: 'HOCH',
+      activityLevelMedium: 'MITTEL',
+      activityLevelLow: 'TIEF',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 4b4d7c3b35..23a520aa6b 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -224,6 +224,12 @@ export default {
       friday: 'Friday',
       saturday: 'Saturday',
       sunday: 'Sunday',
+      mean: 'Mean',
+      median: 'Median',
+      q1: 'Q1',
+      q3: 'Q3',
+      weeks: 'Weeks',
+      student: 'Student',
     },
     contentInput: {
       boldStyle:
@@ -1822,13 +1828,23 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       dailyStudentActivity: 'Daily Student Activity',
       totalParticipants: 'Course participants: {number}',
       dailyActivity: 'Daily Activity',
-      activeStudents: 'Active students',
+      activeStudents: 'Active Students',
       percentageOfStudents: 'Percentage of students',
       courseComparison: 'Course Comparison',
       courseComparisonDescription:
         'Select a second course to compare the corresponding data directly.',
       selectCourse: 'Select course...',
       weekN: 'Week {number}',
+      studentN: 'Student {number}',
+      overallStudentActivity: 'Overall Student Activity',
+      numberOfStudents: 'Number of Students',
+      activeWeeks: 'Active Weeks',
+      activeDaysPerWeek: 'Active Days per Week',
+      meanElementsPerDay: 'Mean Elements per Day',
+      activityLevel: 'Activity Level',
+      activityLevelHigh: 'HIGH',
+      activityLevelMedium: 'MEDIUM',
+      activityLevelLow: 'LOW',
     },
   },
   control: {
diff --git a/packages/shared-components/src/TableSortingButton.tsx b/packages/shared-components/src/TableSortingButton.tsx
new file mode 100644
index 0000000000..95e94e6d13
--- /dev/null
+++ b/packages/shared-components/src/TableSortingButton.tsx
@@ -0,0 +1,37 @@
+import { faSort, faSortDown, faSortUp } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { Button } from '@uzh-bf/design-system/dist/future'
+import React from 'react'
+import { twMerge } from 'tailwind-merge'
+
+function TableSortingButton({
+  column,
+  title,
+  buttonTextSize,
+}: {
+  column: any
+  title: string
+  buttonTextSize?: string
+}) {
+  return (
+    <Button
+      variant="ghost"
+      onClick={() => column.toggleSorting(column.getIsSorted() === 'asc')}
+      className={twMerge('h-7 !pl-0 hover:bg-transparent', buttonTextSize)}
+    >
+      {title}
+      <FontAwesomeIcon
+        icon={
+          column.getIsSorted() === 'asc'
+            ? faSortUp
+            : column.getIsSorted() === 'desc'
+              ? faSortDown
+              : faSort
+        }
+        className="ml-2 h-3 w-3"
+      />
+    </Button>
+  )
+}
+
+export default TableSortingButton
diff --git a/packages/shared-components/src/hooks/useEvaluationTableColumns.tsx b/packages/shared-components/src/hooks/useEvaluationTableColumns.tsx
index 95d5a17071..aaaceaf8a6 100644
--- a/packages/shared-components/src/hooks/useEvaluationTableColumns.tsx
+++ b/packages/shared-components/src/hooks/useEvaluationTableColumns.tsx
@@ -1,16 +1,9 @@
-import {
-  faCheck,
-  faSort,
-  faSortDown,
-  faSortUp,
-  faX,
-} from '@fortawesome/free-solid-svg-icons'
+import { faCheck, faX } from '@fortawesome/free-solid-svg-icons'
 import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
 import { Markdown } from '@klicker-uzh/markdown'
-import { Button } from '@uzh-bf/design-system/dist/future'
 import { useTranslations } from 'next-intl'
 import React, { useMemo } from 'react'
-import { twMerge } from 'tailwind-merge'
+import TableSortingButton from '../TableSortingButton'
 
 interface UseEvaluationTableColumnsProps {
   showSolution: boolean
@@ -25,43 +18,13 @@ function useEvaluationTableColumns({
 }: UseEvaluationTableColumnsProps) {
   const t = useTranslations()
 
-  const SortingButton = ({
-    column,
-    title,
-    buttonTextSize,
-  }: {
-    column: any
-    title: string
-    buttonTextSize: string
-  }) => {
-    return (
-      <Button
-        variant="ghost"
-        onClick={() => column.toggleSorting(column.getIsSorted() === 'asc')}
-        className={twMerge('h-7 !pl-0 hover:bg-transparent', buttonTextSize)}
-      >
-        {title}
-        <FontAwesomeIcon
-          icon={
-            column.getIsSorted() === 'asc'
-              ? faSortUp
-              : column.getIsSorted() === 'desc'
-                ? faSortDown
-                : faSort
-          }
-          className="ml-2 h-3 w-3"
-        />
-      </Button>
-    )
-  }
-
   const columns = useMemo(
     () => [
       {
         accessorKey: 'count',
         header: ({ column }: any) => {
           return (
-            <SortingButton
+            <TableSortingButton
               column={column}
               buttonTextSize={textSize}
               title={t('manage.evaluation.count')}
@@ -74,7 +37,7 @@ function useEvaluationTableColumns({
         header: numericValues
           ? ({ column }: any) => {
               return (
-                <SortingButton
+                <TableSortingButton
                   column={column}
                   buttonTextSize={textSize}
                   title={t('manage.evaluation.value')}
@@ -98,7 +61,7 @@ function useEvaluationTableColumns({
       {
         header: ({ column }: any) => {
           return (
-            <SortingButton
+            <TableSortingButton
               column={column}
               buttonTextSize={textSize}
               title="%"
@@ -117,7 +80,7 @@ function useEvaluationTableColumns({
             {
               header: ({ column }: any) => {
                 return (
-                  <SortingButton
+                  <TableSortingButton
                     column={column}
                     buttonTextSize={textSize}
                     title="T/F"

From 1310b0cf36585ffcc55f6c28dec921b7d801468f Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Fri, 13 Dec 2024 18:32:19 +0900
Subject: [PATCH 20/38] enhance(apps/analytics): add illustrations for
 asynchronous activity progress on performance dashboard (#4396)

---
 .../analytics/AnalyticsErrorView.tsx          |  28 +++
 .../analytics/AnalyticsLoadingView.tsx        |  25 ++
 .../performance/ActivityProgressPlot.tsx      |  89 +++++++
 .../PerformanceAnalyticsNavigation.tsx        |  16 ++
 .../analytics/performance/StackedProgress.tsx |  87 +++++++
 .../pages/analytics/[courseId]/activity.tsx   |  36 ++-
 .../analytics/[courseId]/performance.tsx      |  65 +++++-
 .../QGetCoursePerformanceAnalytics.graphql    |  13 ++
 packages/graphql/src/ops.schema.json          | 221 ++++++++++++++++++
 packages/graphql/src/ops.ts                   |  37 +++
 packages/graphql/src/public/client.json       |   1 +
 packages/graphql/src/public/schema.graphql    |  22 ++
 packages/graphql/src/public/server.json       |   1 +
 packages/graphql/src/schema/analytics.ts      |  50 ++++
 packages/graphql/src/schema/query.ts          |  12 +
 packages/graphql/src/services/analytics.ts    |  50 ++++
 packages/graphql/src/services/stacks.ts       |   1 -
 packages/i18n/messages/de.ts                  |   6 +-
 packages/i18n/messages/en.ts                  |   8 +-
 packages/types/src/index.ts                   |  11 +-
 20 files changed, 736 insertions(+), 43 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx
 create mode 100644 packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql

diff --git a/apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx b/apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx
new file mode 100644
index 0000000000..43f9ce66ad
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx
@@ -0,0 +1,28 @@
+import { H1, UserNotification } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import React from 'react'
+import Layout from '~/components/Layout'
+
+function AnalyticsErrorView({
+  title,
+  navigation,
+}: {
+  title: string
+  navigation: React.ReactNode
+}) {
+  const t = useTranslations()
+
+  return (
+    <Layout displayName={title}>
+      {navigation}
+      <H1>{title}</H1>
+      <UserNotification
+        message={t('manage.analytics.analyticsLoadingFailed')}
+        type="error"
+        className={{ root: 'mx-auto my-auto w-max max-w-full text-base' }}
+      />
+    </Layout>
+  )
+}
+
+export default AnalyticsErrorView
diff --git a/apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx b/apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx
new file mode 100644
index 0000000000..4cbcf71545
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx
@@ -0,0 +1,25 @@
+import Loader from '@klicker-uzh/shared-components/src/Loader'
+import { useTranslations } from 'next-intl'
+import Layout from '~/components/Layout'
+
+function AnalyticsLoadingView({
+  title,
+  navigation,
+}: {
+  title: string
+  navigation: React.ReactNode
+}) {
+  const t = useTranslations()
+
+  return (
+    <Layout displayName={title}>
+      {navigation}
+      <div className="flex h-full w-full flex-row items-center justify-center gap-4 text-lg">
+        {t('manage.analytics.analyticsLoadingWait')}
+        <Loader basic />
+      </div>
+    </Layout>
+  )
+}
+
+export default AnalyticsLoadingView
diff --git a/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx b/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
new file mode 100644
index 0000000000..d8cdcfb08b
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
@@ -0,0 +1,89 @@
+import { ActivityProgress, ActivityType } from '@klicker-uzh/graphql/dist/ops'
+import { H2, H4 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { Legend } from 'recharts'
+import StackedProgress from './StackedProgress'
+
+function ActivityProgressPlot({
+  activityProgresses,
+  participants,
+}: {
+  activityProgresses: ActivityProgress[]
+  participants: number
+}) {
+  const t = useTranslations()
+  const pqProgresses = activityProgresses.filter(
+    (progress) => progress.activityType === ActivityType.PracticeQuiz
+  )
+  const mlProgresses = activityProgresses.filter(
+    (progress) => progress.activityType === ActivityType.MicroLearning
+  )
+
+  const chartColors = {
+    started: '#4ade80',
+    completed: '#15803d',
+    repeated: '#064e3b',
+  }
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <div className="relative">
+        <H2>{t('manage.analytics.asynchronousActivityProgress')}</H2>
+        <Legend
+          payload={[
+            {
+              value: t('manage.analytics.started'),
+              color: chartColors.started,
+              type: 'rect',
+            },
+            {
+              value: t('manage.analytics.completed'),
+              color: chartColors.completed,
+              type: 'rect',
+            },
+            {
+              value: t('manage.analytics.repeated'),
+              color: chartColors.repeated,
+              type: 'rect',
+            },
+          ]}
+          wrapperStyle={{ bottom: 0, right: 0 }}
+        />
+      </div>
+      <div className="flex flex-col gap-6">
+        {pqProgresses.length > 0 && (
+          <div>
+            <H4>{t('shared.generic.practiceQuizzes')}</H4>
+            <div className="max-h-[13rem] overflow-y-scroll">
+              {pqProgresses.map((progress, idx) => (
+                <StackedProgress
+                  key={`activity-progress-pq-${idx}`}
+                  progress={progress}
+                  participants={participants}
+                  colors={chartColors}
+                />
+              ))}
+            </div>
+          </div>
+        )}
+        {mlProgresses.length > 0 && (
+          <div>
+            <H4>{t('shared.generic.microlearnings')}</H4>
+            <div className="max-h-[13rem] overflow-y-scroll">
+              {mlProgresses.map((progress, idx) => (
+                <StackedProgress
+                  key={`activity-progress-ml-${idx}`}
+                  progress={progress}
+                  participants={participants}
+                  colors={chartColors}
+                />
+              ))}
+            </div>
+          </div>
+        )}
+      </div>
+    </div>
+  )
+}
+
+export default ActivityProgressPlot
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx
new file mode 100644
index 0000000000..d25bc28841
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx
@@ -0,0 +1,16 @@
+import ActivityDashboardLabel from '../overview/ActivityDashboardLabel'
+import AnalyticsNavigation from '../overview/AnalyticsNavigation'
+import QuizDashboardLabel from '../overview/QuizDashboardLabel'
+
+function PerformanceAnalyticsNavigation({ courseId }: { courseId: string }) {
+  return (
+    <AnalyticsNavigation
+      hrefLeft={`/analytics/${courseId}/activity`}
+      labelLeft={<ActivityDashboardLabel />}
+      hrefRight={`/analytics/${courseId}/quizzes`}
+      labelRight={<QuizDashboardLabel />}
+    />
+  )
+}
+
+export default PerformanceAnalyticsNavigation
diff --git a/apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx b/apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx
new file mode 100644
index 0000000000..96cd5d4de7
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx
@@ -0,0 +1,87 @@
+import { ActivityProgress } from '@klicker-uzh/graphql/dist/ops'
+import { useTranslations } from 'next-intl'
+import {
+  Bar,
+  BarChart,
+  ResponsiveContainer,
+  Tooltip,
+  XAxis,
+  YAxis,
+} from 'recharts'
+
+function StackedProgress({
+  progress,
+  participants,
+  colors,
+}: {
+  progress: ActivityProgress
+  participants: number
+  colors: {
+    started: string
+    completed: string
+    repeated: string
+  }
+}) {
+  const t = useTranslations()
+  const repeatedSet =
+    progress.repeatedCount !== null &&
+    typeof progress.repeatedCount !== 'undefined'
+  const repeatedPercent = repeatedSet
+    ? (progress.repeatedCount! / participants) * 100
+    : 0
+  const completedPercent = (progress.completedCount / participants) * 100
+  const startedPercent = (progress.startedCount / participants) * 100
+
+  const data = [
+    {
+      repeated: repeatedPercent,
+      completed: completedPercent - repeatedPercent,
+      started: startedPercent - completedPercent,
+      full: 100 - startedPercent,
+    },
+  ]
+
+  return (
+    <div className="flex h-8 items-center gap-4">
+      <div className="w-48 overflow-hidden overflow-ellipsis whitespace-nowrap">
+        {progress.activityName}
+      </div>
+      <div className="flex-1">
+        <ResponsiveContainer width="100%" height={35}>
+          <BarChart data={data} layout="vertical">
+            <XAxis type="number" domain={[0, 100]} hide />
+            <YAxis type="category" hide />
+            <Bar dataKey="repeated" stackId="a" fill={colors.repeated} />
+            <Bar dataKey="completed" stackId="a" fill={colors.completed} />
+            <Bar dataKey="started" stackId="a" fill={colors.started} />
+            <Bar dataKey="full" stackId="a" fill="#f0f0f0" />
+            <Tooltip
+              wrapperStyle={{ zIndex: 20 }}
+              content={({ payload }) => {
+                if (!payload?.length) return null
+
+                return (
+                  <div className="flex flex-col rounded border bg-white p-2 shadow-md">
+                    <div
+                      style={{ color: colors.started }}
+                    >{`${t('manage.analytics.started')}: ${startedPercent.toFixed(1)} %`}</div>
+                    <div
+                      style={{ color: colors.completed }}
+                    >{`${t('manage.analytics.completed')}: ${completedPercent.toFixed(1)} %`}</div>
+                    {repeatedSet ? (
+                      <div
+                        style={{ color: colors.repeated }}
+                      >{`${t('manage.analytics.repeated')}: ${repeatedPercent.toFixed(1)} %`}</div>
+                    ) : null}
+                  </div>
+                )
+              }}
+            />
+          </BarChart>
+        </ResponsiveContainer>
+      </div>
+    </div>
+  )
+}
+
+export default StackedProgress
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
index e4a8cfb56e..05c100e804 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
@@ -1,7 +1,6 @@
 import { useQuery } from '@apollo/client'
 import { GetCourseActivityAnalyticsDocument } from '@klicker-uzh/graphql/dist/ops'
-import Loader from '@klicker-uzh/shared-components/src/Loader'
-import { H1, UserNotification } from '@uzh-bf/design-system'
+import { H1 } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
@@ -10,6 +9,8 @@ import DailyActivityPlot from '~/components/analytics/activity/DailyActivityPlot
 import DailyActivityTimeSeries from '~/components/analytics/activity/DailyActivityTimeSeries'
 import TotalStudentActivityPlot from '~/components/analytics/activity/TotalStudentActivityPlot'
 import WeeklyActivityTimeSeries from '~/components/analytics/activity/WeeklyActivityTimeSeries'
+import AnalyticsErrorView from '~/components/analytics/AnalyticsErrorView'
+import AnalyticsLoadingView from '~/components/analytics/AnalyticsLoadingView'
 import Layout from '~/components/Layout'
 
 function ActivityDashboard() {
@@ -25,40 +26,33 @@ function ActivityDashboard() {
     }
   )
   const course = data?.getCourseActivityAnalytics
+  const navigation = (
+    <ActivityAnalyticsNavigation courseId={courseId as string} />
+  )
 
-  // TODO: extract to separate component with variable names / navigation
   // loading state
   if (loading || !courseId) {
     return (
-      <Layout displayName={t('manage.analytics.activityDashboard')}>
-        <ActivityAnalyticsNavigation courseId={courseId as string} />
-        <div className="flex h-full w-full flex-row items-center justify-center gap-4 text-lg">
-          {t('manage.analytics.analyticsLoadingWait')}
-          <Loader basic />
-        </div>
-      </Layout>
+      <AnalyticsLoadingView
+        title={t('manage.analytics.activityDashboard')}
+        navigation={navigation}
+      />
     )
   }
 
-  // TODO: extract to separate component for re-use
   // error state
   if (course === null || typeof course === 'undefined' || error) {
     return (
-      <Layout displayName={t('manage.analytics.activityDashboard')}>
-        <ActivityAnalyticsNavigation courseId={courseId as string} />
-        <H1>{t('manage.analytics.activityDashboard')}</H1>
-        <UserNotification
-          message={t('manage.analytics.analyticsLoadingFailed')}
-          type="error"
-          className={{ root: 'mx-auto my-auto w-max max-w-full text-base' }}
-        />
-      </Layout>
+      <AnalyticsErrorView
+        title={t('manage.analytics.activityDashboard')}
+        navigation={navigation}
+      />
     )
   }
 
   return (
     <Layout displayName={t('manage.analytics.activityDashboard')}>
-      <ActivityAnalyticsNavigation courseId={courseId as string} />
+      {navigation}
       <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
         <H1 className={{ root: 'mb-0' }}>
           {t('manage.analytics.activityDashboard')}: {course.name}
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
index 03a8c45021..077b19cd8e 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
@@ -1,27 +1,68 @@
-import { H1, H3 } from '@uzh-bf/design-system'
+import { useQuery } from '@apollo/client'
+import { GetCoursePerformanceAnalyticsDocument } from '@klicker-uzh/graphql/dist/ops'
+import { H1 } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
-import ActivityDashboardLabel from '~/components/analytics/overview/ActivityDashboardLabel'
-import AnalyticsNavigation from '~/components/analytics/overview/AnalyticsNavigation'
-import QuizDashboardLabel from '~/components/analytics/overview/QuizDashboardLabel'
+import AnalyticsErrorView from '~/components/analytics/AnalyticsErrorView'
+import AnalyticsLoadingView from '~/components/analytics/AnalyticsLoadingView'
+import ActivityProgressPlot from '~/components/analytics/performance/ActivityProgressPlot'
+import PerformanceAnalyticsNavigation from '~/components/analytics/performance/PerformanceAnalyticsNavigation'
 import Layout from '~/components/Layout'
 
 function PerformanceDashboard() {
   const t = useTranslations()
   const router = useRouter()
+  const courseId = router.query.courseId as string
+
+  const { data, loading, error } = useQuery(
+    GetCoursePerformanceAnalyticsDocument,
+    { variables: { courseId }, skip: !courseId }
+  )
+
+  const navigation = <PerformanceAnalyticsNavigation courseId={courseId} />
+  const course = data?.getCoursePerformanceAnalytics
+
+  // loading state
+  if (loading || !courseId) {
+    return (
+      <AnalyticsLoadingView
+        title={t('manage.analytics.performanceDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
+
+  // error state
+  if (course === null || typeof course === 'undefined' || error) {
+    return (
+      <AnalyticsErrorView
+        title={t('manage.analytics.performanceDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
 
   return (
     <Layout displayName={t('manage.analytics.performanceDashboard')}>
-      <AnalyticsNavigation
-        hrefLeft={`/analytics/${router.query.courseId}/activity`}
-        labelLeft={<ActivityDashboardLabel />}
-        hrefRight={`/analytics/${router.query.courseId}/quizzes`}
-        labelRight={<QuizDashboardLabel />}
-      />
+      {navigation}
       <div>
-        <H1>{t('manage.analytics.performanceDashboard')}</H1>
-        <H3>Coursename Placeholder</H3>
+        <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
+          <H1 className={{ root: 'mb-0' }}>
+            {t('manage.analytics.performanceDashboard')}: {course.name}
+          </H1>
+          <div>
+            {t('manage.analytics.totalParticipants', {
+              number: course.totalParticipants,
+            })}
+          </div>
+        </div>
+        <div className="flex flex-col gap-4">
+          <ActivityProgressPlot
+            activityProgresses={course.activityProgresses}
+            participants={course.totalParticipants}
+          />
+        </div>
       </div>
     </Layout>
   )
diff --git a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
new file mode 100644
index 0000000000..5fdf547b1b
--- /dev/null
+++ b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
@@ -0,0 +1,13 @@
+query GetCoursePerformanceAnalytics($courseId: String!) {
+  getCoursePerformanceAnalytics(courseId: $courseId) {
+    name
+    totalParticipants
+    activityProgresses {
+      activityName
+      activityType
+      startedCount
+      completedCount
+      repeatedCount
+    }
+  }
+}
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 6db4ee2ac4..001d027941 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -276,6 +276,94 @@
         ],
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ActivityProgress",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activityName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "activityType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ActivityType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "completedCount",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "repeatedCount",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Int",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "startedCount",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ActivitySummary",
@@ -320,6 +408,42 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "ENUM",
+        "name": "ActivityType",
+        "description": null,
+        "isOneOf": null,
+        "fields": null,
+        "inputFields": null,
+        "interfaces": null,
+        "enumValues": [
+          {
+            "name": "GROUP_ACTIVITY",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "LIVE_QUIZ",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "MICRO_LEARNING",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "PRACTICE_QUIZ",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ArchivedElement",
@@ -3427,6 +3551,74 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "CoursePerformanceAnalytics",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activityProgresses",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ActivityProgress",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "name",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalParticipants",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "CourseSummary",
@@ -18823,6 +19015,35 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "getCoursePerformanceAnalytics",
+            "description": null,
+            "args": [
+              {
+                "name": "courseId",
+                "description": null,
+                "type": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "SCALAR",
+                    "name": "String",
+                    "ofType": null
+                  }
+                },
+                "defaultValue": null,
+                "isDeprecated": false,
+                "deprecationReason": null
+              }
+            ],
+            "type": {
+              "kind": "OBJECT",
+              "name": "CoursePerformanceAnalytics",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "getCourseRunningLiveQuizzes",
             "description": null,
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index 3eebf30397..4657db427c 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -52,12 +52,28 @@ export enum ActivityLevel {
   Medium = 'MEDIUM'
 }
 
+export type ActivityProgress = {
+  __typename?: 'ActivityProgress';
+  activityName: Scalars['String']['output'];
+  activityType: ActivityType;
+  completedCount: Scalars['Int']['output'];
+  repeatedCount?: Maybe<Scalars['Int']['output']>;
+  startedCount: Scalars['Int']['output'];
+};
+
 export type ActivitySummary = {
   __typename?: 'ActivitySummary';
   numOfAnonymousResponses: Scalars['Int']['output'];
   numOfResponses: Scalars['Int']['output'];
 };
 
+export enum ActivityType {
+  GroupActivity = 'GROUP_ACTIVITY',
+  LiveQuiz = 'LIVE_QUIZ',
+  MicroLearning = 'MICRO_LEARNING',
+  PracticeQuiz = 'PRACTICE_QUIZ'
+}
+
 export type ArchivedElement = {
   __typename?: 'ArchivedElement';
   id: Scalars['Int']['output'];
@@ -333,6 +349,13 @@ export type CourseActivityAnalytics = {
   weeklyActivity: Array<ParticipantActivityTimestamp>;
 };
 
+export type CoursePerformanceAnalytics = {
+  __typename?: 'CoursePerformanceAnalytics';
+  activityProgresses: Array<ActivityProgress>;
+  name: Scalars['String']['output'];
+  totalParticipants: Scalars['Int']['output'];
+};
+
 export type CourseSummary = {
   __typename?: 'CourseSummary';
   numOfGroupActivities: Scalars['Int']['output'];
@@ -2019,6 +2042,7 @@ export type Query = {
   getCourseActivityAnalytics?: Maybe<CourseActivityAnalytics>;
   getCourseGroups?: Maybe<Course>;
   getCourseOverviewData?: Maybe<ParticipantLearningData>;
+  getCoursePerformanceAnalytics?: Maybe<CoursePerformanceAnalytics>;
   getCourseRunningLiveQuizzes?: Maybe<Array<LiveQuiz>>;
   getCourseSummary?: Maybe<CourseSummary>;
   getCourseWeeklyActivity?: Maybe<WeeklyCourseActivities>;
@@ -2151,6 +2175,11 @@ export type QueryGetCourseOverviewDataArgs = {
 };
 
 
+export type QueryGetCoursePerformanceAnalyticsArgs = {
+  courseId: Scalars['String']['input'];
+};
+
+
 export type QueryGetCourseRunningLiveQuizzesArgs = {
   courseId: Scalars['String']['input'];
 };
@@ -3586,6 +3615,13 @@ export type GetCourseOverviewDataQueryVariables = Exact<{
 
 export type GetCourseOverviewDataQuery = { __typename?: 'Query', getCourseOverviewData?: { __typename?: 'ParticipantLearningData', id: string, inRandomGroupPool?: boolean | null, participant?: { __typename?: 'Participant', id: string, avatar?: string | null, username: string, xp: number, level?: number | null, participantGroups?: Array<{ __typename?: 'ParticipantGroup', id: string }> | null } | null, participation?: { __typename?: 'Participation', id: number, isActive: boolean } | null, course?: { __typename?: 'Course', id: string, displayName: string, color: string, description?: string | null, isGamificationEnabled: boolean, groupDeadlineDate?: any | null, isGroupDeadlinePassed?: boolean | null, isGroupCreationEnabled: boolean, maxGroupSize: number, preferredGroupSize: number, awards?: Array<{ __typename?: 'AwardEntry', id: number, order: number, type: string, displayName: string, description: string, participant?: { __typename?: 'Participant', id: string, username: string, avatar?: string | null } | null, participantGroup?: { __typename?: 'ParticipantGroup', id: string, name: string } | null }> | null } | null, leaderboard?: Array<{ __typename?: 'LeaderboardEntry', id: number, participantId: string, username: string, avatar?: string | null, score: number, isSelf?: boolean | null, rank: number, level: number }> | null, leaderboardStatistics?: { __typename?: 'LeaderboardStatistics', participantCount: number, averageScore: number } | null, groupLeaderboard?: Array<{ __typename?: 'GroupLeaderboardEntry', id: string, name: string, score: number, rank: number, isMember?: boolean | null }> | null, groupLeaderboardStatistics?: { __typename?: 'LeaderboardStatistics', participantCount: number, averageScore: number } | null } | null, participantGroups?: Array<{ __typename?: 'ParticipantGroup', id: string, name: string, code: number, averageMemberScore: number, groupActivityScore: number, score?: number | null, messages?: Array<{ __typename?: 'GroupMessage', id: number, content: string, createdAt: any, updatedAt: any, participant: { __typename?: 'Participant', id: string, username: string, avatar?: string | null } }> | null, participants?: Array<{ __typename?: 'Participant', id: string, username: string, avatar?: string | null, score?: number | null, isSelf?: boolean | null, level?: number | null, rank?: number | null }> | null }> | null };
 
+export type GetCoursePerformanceAnalyticsQueryVariables = Exact<{
+  courseId: Scalars['String']['input'];
+}>;
+
+
+export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }> } | null };
+
 export type GetCoursePracticeQuizQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
 }>;
@@ -4101,6 +4137,7 @@ export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definition
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
 export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseOverviewData"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseOverviewData"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"inRandomGroupPool"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participation"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupDeadlinePassed"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"maxGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"preferredGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"awards"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroup"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"level"}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"isMember"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"messages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseOverviewDataQuery, GetCourseOverviewDataQueryVariables>;
+export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
 export const GetCoursePracticeQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePracticeQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"coursePracticeQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"FragmentSpread","name":{"kind":"Name","value":"PracticeQuizData"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"PracticeQuizData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"PracticeQuiz"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"resetTimeDays"}},{"kind":"Field","name":{"kind":"Name","value":"availableFrom"}},{"kind":"Field","name":{"kind":"Name","value":"orderType"}},{"kind":"Field","name":{"kind":"Name","value":"numOfStacks"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePracticeQuizQuery, GetCoursePracticeQuizQueryVariables>;
 export const GetCourseRunningLiveQuizzesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseRunningLiveQuizzes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseRunningLiveQuizzes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseRunningLiveQuizzesQuery, GetCourseRunningLiveQuizzesQueryVariables>;
 export const GetCourseSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfParticipations"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLiveQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfPracticeQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfMicroLearnings"}},{"kind":"Field","name":{"kind":"Name","value":"numOfGroupActivities"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLeaderboardEntries"}},{"kind":"Field","name":{"kind":"Name","value":"numOfParticipantGroups"}}]}}]}}]} as unknown as DocumentNode<GetCourseSummaryQuery, GetCourseSummaryQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index d2cf945508..1204d0c005 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -118,6 +118,7 @@
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
    "GetCourseOverviewData": "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77",
+   "GetCoursePerformanceAnalytics": "c63650c120f0abb9c99d1c035045027d9bfc5f441915f41396422006bf8c3801",
    "GetCoursePracticeQuiz": "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7",
    "GetCourseRunningLiveQuizzes": "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1",
    "GetCourseSummary": "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index 71edf55b56..9c31c12f81 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -30,11 +30,26 @@ enum ActivityLevel {
   MEDIUM
 }
 
+type ActivityProgress {
+  activityName: String!
+  activityType: ActivityType!
+  completedCount: Int!
+  repeatedCount: Int
+  startedCount: Int!
+}
+
 type ActivitySummary {
   numOfAnonymousResponses: Int!
   numOfResponses: Int!
 }
 
+enum ActivityType {
+  GROUP_ACTIVITY
+  LIVE_QUIZ
+  MICRO_LEARNING
+  PRACTICE_QUIZ
+}
+
 type ArchivedElement {
   id: Int!
   isArchived: Boolean!
@@ -289,6 +304,12 @@ type CourseActivityAnalytics {
   weeklyActivity: [ParticipantActivityTimestamp!]!
 }
 
+type CoursePerformanceAnalytics {
+  activityProgresses: [ActivityProgress!]!
+  name: String!
+  totalParticipants: Int!
+}
+
 type CourseSummary {
   numOfGroupActivities: Int!
   numOfLeaderboardEntries: Int!
@@ -1254,6 +1275,7 @@ type Query {
   getCourseActivityAnalytics(courseId: String!): CourseActivityAnalytics
   getCourseGroups(courseId: String!): Course
   getCourseOverviewData(courseId: String!): ParticipantLearningData
+  getCoursePerformanceAnalytics(courseId: String!): CoursePerformanceAnalytics
   getCourseRunningLiveQuizzes(courseId: String!): [LiveQuiz!]
   getCourseSummary(courseId: String!): CourseSummary
   getCourseWeeklyActivity(courseId: String): WeeklyCourseActivities
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index d9a950a1c1..2d7cf47167 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -118,6 +118,7 @@
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77": "query GetCourseOverviewData($courseId: String!) {\n  getCourseOverviewData(courseId: $courseId) {\n    id\n    inRandomGroupPool\n    participant {\n      id\n      avatar\n      username\n      xp\n      level\n      participantGroups {\n        id\n        __typename\n      }\n      __typename\n    }\n    participation {\n      id\n      isActive\n      __typename\n    }\n    course {\n      id\n      displayName\n      color\n      description\n      isGamificationEnabled\n      groupDeadlineDate\n      isGroupDeadlinePassed\n      isGroupCreationEnabled\n      maxGroupSize\n      preferredGroupSize\n      awards {\n        id\n        order\n        type\n        displayName\n        description\n        participant {\n          id\n          username\n          avatar\n          __typename\n        }\n        participantGroup {\n          id\n          name\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    leaderboard {\n      id\n      participantId\n      username\n      avatar\n      score\n      isSelf\n      rank\n      level\n      __typename\n    }\n    leaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    groupLeaderboard {\n      id\n      name\n      score\n      rank\n      isMember\n      __typename\n    }\n    groupLeaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    __typename\n  }\n  participantGroups(courseId: $courseId) {\n    id\n    name\n    code\n    averageMemberScore\n    groupActivityScore\n    score\n    messages {\n      id\n      content\n      participant {\n        id\n        username\n        avatar\n        __typename\n      }\n      createdAt\n      updatedAt\n      __typename\n    }\n    participants {\n      id\n      username\n      avatar\n      score\n      isSelf\n      level\n      rank\n      __typename\n    }\n    __typename\n  }\n}",
+   "c63650c120f0abb9c99d1c035045027d9bfc5f441915f41396422006bf8c3801": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    __typename\n  }\n}",
    "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7": "fragment PracticeQuizData on PracticeQuiz {\n  id\n  status\n  name\n  displayName\n  description\n  pointsMultiplier\n  resetTimeDays\n  availableFrom\n  orderType\n  numOfStacks\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementData\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetCoursePracticeQuiz($courseId: String!) {\n  coursePracticeQuiz(courseId: $courseId) {\n    ...PracticeQuizData\n    __typename\n  }\n}",
    "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1": "query GetCourseRunningLiveQuizzes($courseId: String!) {\n  getCourseRunningLiveQuizzes(courseId: $courseId) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
    "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571": "query GetCourseSummary($courseId: String!) {\n  getCourseSummary(courseId: $courseId) {\n    numOfParticipations\n    numOfLiveQuizzes\n    numOfPracticeQuizzes\n    numOfMicroLearnings\n    numOfGroupActivities\n    numOfLeaderboardEntries\n    numOfParticipantGroups\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index ed48f2cdb2..8aba178c5d 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -1,10 +1,17 @@
 import * as DB from '@klicker-uzh/prisma'
+import { ActivityType as ActivityTypeEnum } from '@klicker-uzh/types'
 import builder from '../builder.js'
 
 export const ActivityLevel = builder.enumType('ActivityLevel', {
   values: Object.values(DB.ActivityLevel),
 })
 
+export const ActivityType = builder.enumType('ActivityType', {
+  values: Object.values(ActivityTypeEnum),
+})
+
+// ------ Activity Analytics ------
+// #region
 export const ElementFeedbackRef =
   builder.objectRef<DB.ElementFeedback>('ElementFeedback')
 export const ElementFeedback = builder.objectType(ElementFeedbackRef, {
@@ -131,3 +138,46 @@ export const WeeklyCourseActivities = builder.objectType(
     }),
   }
 )
+// #endregion
+
+// ------ Performance & Progress Analytics ------
+// #region
+interface IActivityProgress {
+  activityName: string
+  activityType: ActivityTypeEnum
+  startedCount: number
+  completedCount: number
+  repeatedCount?: number | null
+}
+export const ActivityProgressRef =
+  builder.objectRef<IActivityProgress>('ActivityProgress')
+export const ActivityProgress = builder.objectType(ActivityProgressRef, {
+  fields: (t) => ({
+    activityName: t.exposeString('activityName'),
+    activityType: t.expose('activityType', { type: ActivityType }),
+    startedCount: t.exposeInt('startedCount'),
+    completedCount: t.exposeInt('completedCount'),
+    repeatedCount: t.exposeInt('repeatedCount', { nullable: true }),
+  }),
+})
+
+interface ICoursePerformanceAnalytics {
+  name: string
+  totalParticipants: number
+  activityProgresses: IActivityProgress[]
+}
+export const CoursePerformanceAnalyticsRef =
+  builder.objectRef<ICoursePerformanceAnalytics>('CoursePerformanceAnalytics')
+export const CoursePerformanceAnalytics = builder.objectType(
+  CoursePerformanceAnalyticsRef,
+  {
+    fields: (t) => ({
+      name: t.exposeString('name'),
+      totalParticipants: t.exposeInt('totalParticipants'),
+      activityProgresses: t.expose('activityProgresses', {
+        type: [ActivityProgress],
+      }),
+    }),
+  }
+)
+// #endregion
diff --git a/packages/graphql/src/schema/query.ts b/packages/graphql/src/schema/query.ts
index 905c15e45d..4ed2cf4d96 100644
--- a/packages/graphql/src/schema/query.ts
+++ b/packages/graphql/src/schema/query.ts
@@ -13,6 +13,7 @@ import * as QuestionService from '../services/questions.js'
 import * as StacksService from '../services/stacks.js'
 import {
   CourseActivityAnalytics,
+  CoursePerformanceAnalytics,
   ElementFeedback,
   WeeklyCourseActivities,
 } from './analytics.js'
@@ -768,6 +769,17 @@ export const Query = builder.queryType({
           return AnalyticsService.getCourseWeeklyActivity(args, ctx)
         },
       }),
+
+      getCoursePerformanceAnalytics: asUser.field({
+        nullable: true,
+        type: CoursePerformanceAnalytics,
+        args: {
+          courseId: t.arg.string({ required: true }),
+        },
+        resolve(_, args, ctx) {
+          return AnalyticsService.getCoursePerformanceAnalytics(args, ctx)
+        },
+      }),
     }
   },
 })
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index 423aec37a6..291e4444a4 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -1,3 +1,4 @@
+import { ActivityType } from '@klicker-uzh/types'
 import dayjs from 'dayjs'
 import { ContextWithUser } from 'src/lib/context.js'
 
@@ -93,3 +94,52 @@ export async function getCourseWeeklyActivity(
 
   return { totalParticipants: course.participations.length, weeklyActivity }
 }
+
+export async function getCoursePerformanceAnalytics(
+  { courseId }: { courseId: string },
+  ctx: ContextWithUser
+) {
+  const course = await ctx.prisma.course.findUnique({
+    where: { id: courseId, ownerId: ctx.user.sub },
+    include: {
+      activityProgresses: {
+        include: {
+          practiceQuiz: true,
+          microLearning: true,
+        },
+      },
+    },
+  })
+
+  if (!course || course.activityProgresses.length === 0) {
+    return null
+  }
+
+  // order the activity progresses by creation date
+  const orderedProgresses = course.activityProgresses.sort((a, b) =>
+    dayjs(b.practiceQuiz?.createdAt ?? b.microLearning?.createdAt).diff(
+      dayjs(a.practiceQuiz?.createdAt ?? a.microLearning?.createdAt)
+    )
+  )
+
+  // map the activity progresses into the format required by the frontend
+  const activityProgresses = orderedProgresses.map((progress) => ({
+    activityName:
+      progress.practiceQuizId !== null
+        ? (progress.practiceQuiz?.name ?? 'Unknown')
+        : (progress.microLearning?.name ?? 'Unknown'),
+    activityType:
+      progress.practiceQuizId !== null
+        ? ActivityType.PRACTICE_QUIZ
+        : ActivityType.MICRO_LEARNING,
+    startedCount: progress.startedCount,
+    completedCount: progress.completedCount,
+    repeatedCount: progress.repeatedCount,
+  }))
+
+  return {
+    name: course.name,
+    totalParticipants: course.activityProgresses[0]!.totalCourseParticipants,
+    activityProgresses,
+  }
+}
diff --git a/packages/graphql/src/services/stacks.ts b/packages/graphql/src/services/stacks.ts
index d5d8fb18ce..e92b972eeb 100644
--- a/packages/graphql/src/services/stacks.ts
+++ b/packages/graphql/src/services/stacks.ts
@@ -2982,7 +2982,6 @@ function computeInstanceEvaluation({
     'responses' in instance.results &&
     'responses' in instance.anonymousResults
   ) {
-    console.log('COMPUTING INSTANCE EVALUATION')
     return computeNumericalEvaluation({
       options: instance.elementData.options,
       results: instance.results,
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 74ccf8d601..14d592ec9a 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1831,7 +1831,7 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
     analytics: {
       selectAnalyticsDashboard: 'Bitte wählen Sie ein Analyse-Dashboard aus',
       activityDashboard: 'Aktivitäts-Dashboard',
-      performanceDashboard: 'Leistungs-Dashboard',
+      performanceDashboard: 'Leistungs- und Fortschritts-Dashboard',
       quizDashboard: 'Quiz-Dashboard',
       analyticsLoadingWait: 'Lade Analyse-Daten. Bitte warten...',
       analyticsLoadingFailed:
@@ -1857,6 +1857,10 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       activityLevelHigh: 'HOCH',
       activityLevelMedium: 'MITTEL',
       activityLevelLow: 'TIEF',
+      asynchronousActivityProgress: 'Fortschritt in asynchronen Aktivitäten',
+      started: 'Gestartet',
+      completed: 'Abgeschlossen',
+      repeated: 'Wiederholt',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 23a520aa6b..09c2e561f0 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -126,7 +126,7 @@ export default {
       liveQuizzes: 'Live Quizzes',
       practiceQuiz: 'Practice Quiz',
       practiceQuizzes: 'Practice Quizzes',
-      microlearnings: 'Microlearning',
+      microlearnings: 'Microlearnings',
       microlearning: 'Microlearning',
       activeLiveQuizzes: 'Active Live Quizzes',
       groupActivity: 'Group Activity',
@@ -1819,7 +1819,7 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
     analytics: {
       selectAnalyticsDashboard: 'Please select an analytics dashboard',
       activityDashboard: 'Activity Dashboard',
-      performanceDashboard: 'Performance Dashboard',
+      performanceDashboard: 'Performance and Progress Dashboard',
       quizDashboard: 'Quiz Dashboard',
       analyticsLoadingWait: 'Loading analytics data. Please wait...',
       analyticsLoadingFailed:
@@ -1845,6 +1845,10 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       activityLevelHigh: 'HIGH',
       activityLevelMedium: 'MEDIUM',
       activityLevelLow: 'LOW',
+      asynchronousActivityProgress: 'Asynchronous Activity Progress',
+      started: 'Started',
+      completed: 'Completed',
+      repeated: 'Repeated',
     },
   },
   control: {
diff --git a/packages/types/src/index.ts b/packages/types/src/index.ts
index 59d946af32..d6b38e8b77 100644
--- a/packages/types/src/index.ts
+++ b/packages/types/src/index.ts
@@ -8,12 +8,11 @@ export enum DisplayMode {
   GRID = 'GRID',
 }
 
-enum QuestionType {
-  SC = 'SC',
-  MC = 'MC',
-  KPRIM = 'KPRIM',
-  NUMERICAL = 'NUMERICAL',
-  FREE_TEXT = 'FREE_TEXT',
+export enum ActivityType {
+  LIVE_QUIZ = 'LIVE_QUIZ',
+  PRACTICE_QUIZ = 'PRACTICE_QUIZ',
+  MICRO_LEARNING = 'MICRO_LEARNING',
+  GROUP_ACTIVITY = 'GROUP_ACTIVITY',
 }
 
 export type StackInput = {

From dd3014f22b0028678a44b7a55089427939640b13 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Wed, 18 Dec 2024 22:29:03 +0900
Subject: [PATCH 21/38] enhance(apps/analytics): add illustrations for
 performance rates on activities and instances (#4398)

---
 .../performance/ActivitiesElementsSwitch.tsx  |  38 ++
 .../PerformanceActivityTypeFilter.tsx         |  36 ++
 .../performance/PerformanceAttemptsFilter.tsx |  29 ++
 .../PerformanceElementTypeFilter.tsx          |  32 ++
 .../performance/PerformanceRates.tsx          | 183 +++++++++
 .../performance/PerformanceRatesBarChart.tsx  |  95 +++++
 .../performance/PerformanceSearchField.tsx    |  34 ++
 .../src/lib/hooks/usePerformanceRates.ts      |  79 ++++
 .../src/lib/hooks/usePerformanceSearch.ts     |  51 +++
 .../analytics/[courseId]/performance.tsx      |   5 +
 .../QGetCoursePerformanceAnalytics.graphql    |  34 ++
 packages/graphql/src/ops.schema.json          | 356 ++++++++++++++++++
 packages/graphql/src/ops.ts                   |  35 +-
 packages/graphql/src/public/client.json       |   2 +-
 packages/graphql/src/public/schema.graphql    |  28 ++
 packages/graphql/src/public/server.json       |   2 +-
 packages/graphql/src/schema/analytics.ts      |  54 ++-
 packages/graphql/src/services/analytics.ts    | 177 +++++++--
 packages/i18n/messages/de.ts                  |  21 ++
 packages/i18n/messages/en.ts                  |  20 +
 packages/types/src/index.ts                   |  29 ++
 21 files changed, 1309 insertions(+), 31 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/ActivitiesElementsSwitch.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/PerformanceActivityTypeFilter.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/PerformanceAttemptsFilter.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/PerformanceElementTypeFilter.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/PerformanceSearchField.tsx
 create mode 100644 apps/frontend-manage/src/lib/hooks/usePerformanceRates.ts
 create mode 100644 apps/frontend-manage/src/lib/hooks/usePerformanceSearch.ts

diff --git a/apps/frontend-manage/src/components/analytics/performance/ActivitiesElementsSwitch.tsx b/apps/frontend-manage/src/components/analytics/performance/ActivitiesElementsSwitch.tsx
new file mode 100644
index 0000000000..9f9c949083
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/ActivitiesElementsSwitch.tsx
@@ -0,0 +1,38 @@
+import { Button } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { SetStateAction } from 'react'
+
+function ActivitiesElementsSwitch({
+  type,
+  setType,
+}: {
+  type: 'activity' | 'instance'
+  setType: (value: SetStateAction<'activity' | 'instance'>) => void
+}) {
+  const t = useTranslations()
+
+  return (
+    <div className="flex flex-row">
+      <Button
+        basic
+        onClick={() => setType('activity')}
+        className={{
+          root: `py-0.25 rounded-l border !border-r-0 border-solid px-2 ${type === 'activity' ? 'bg-primary-100 border-primary-100 text-white' : ''}`,
+        }}
+      >
+        {t('manage.analytics.activities')}
+      </Button>
+      <Button
+        basic
+        onClick={() => setType('instance')}
+        className={{
+          root: `rounded-r border !border-l-0 border-solid px-2 py-0.5 ${type === 'instance' ? 'bg-primary-100 border-primary-100 text-white' : ''}`,
+        }}
+      >
+        {t('manage.analytics.elements')}
+      </Button>
+    </div>
+  )
+}
+
+export default ActivitiesElementsSwitch
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceActivityTypeFilter.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceActivityTypeFilter.tsx
new file mode 100644
index 0000000000..8431dc7884
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceActivityTypeFilter.tsx
@@ -0,0 +1,36 @@
+import { ActivityType } from '@klicker-uzh/graphql/dist/ops'
+import { SelectField } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { Dispatch, SetStateAction } from 'react'
+
+function PerformanceActivityTypeFilter({
+  activityType,
+  setActivityType,
+}: {
+  activityType: ActivityType | 'all'
+  setActivityType: Dispatch<SetStateAction<'all' | ActivityType>>
+}) {
+  const t = useTranslations()
+
+  return (
+    <SelectField
+      label={t('manage.analytics.activityType')}
+      items={[
+        { value: 'all', label: t('manage.analytics.allActivityTypes') },
+        {
+          value: ActivityType.PracticeQuiz,
+          label: t('shared.generic.practiceQuizzes'),
+        },
+        {
+          value: ActivityType.MicroLearning,
+          label: t('shared.generic.microlearnings'),
+        },
+      ]}
+      value={activityType}
+      onChange={(value) => setActivityType(value as ActivityType | 'all')}
+      className={{ select: { root: 'w-52', trigger: 'h-8' } }}
+    />
+  )
+}
+
+export default PerformanceActivityTypeFilter
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceAttemptsFilter.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceAttemptsFilter.tsx
new file mode 100644
index 0000000000..638218b56c
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceAttemptsFilter.tsx
@@ -0,0 +1,29 @@
+import { SelectField } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { Dispatch, SetStateAction } from 'react'
+
+function PerformanceAttemptsFilter({
+  attemptsType,
+  setAttemptsType,
+}: {
+  attemptsType: 'first' | 'last' | 'total'
+  setAttemptsType: Dispatch<SetStateAction<'first' | 'last' | 'total'>>
+}) {
+  const t = useTranslations()
+
+  return (
+    <SelectField
+      label={t('manage.analytics.answers')}
+      items={[
+        { value: 'total', label: t('manage.analytics.allAttempts') },
+        { value: 'first', label: t('manage.analytics.firstAttempts') },
+        { value: 'last', label: t('manage.analytics.lastAttempts') },
+      ]}
+      value={attemptsType}
+      onChange={(value) => setAttemptsType(value as 'first' | 'last' | 'total')}
+      className={{ select: { root: 'w-40', trigger: 'h-8' } }}
+    />
+  )
+}
+
+export default PerformanceAttemptsFilter
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceElementTypeFilter.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceElementTypeFilter.tsx
new file mode 100644
index 0000000000..6bd9340da7
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceElementTypeFilter.tsx
@@ -0,0 +1,32 @@
+import { ElementType } from '@klicker-uzh/graphql/dist/ops'
+import { SelectField } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { Dispatch, SetStateAction } from 'react'
+
+function PerformanceElementTypeFilter({
+  elementType,
+  setElementType,
+}: {
+  elementType: ElementType | 'all'
+  setElementType: Dispatch<SetStateAction<ElementType | 'all'>>
+}) {
+  const t = useTranslations()
+
+  return (
+    <SelectField
+      label={t('manage.analytics.elementType')}
+      items={[
+        { value: 'all', label: t('manage.analytics.allElementTypes') },
+        ...Object.values(ElementType).map((value) => ({
+          value,
+          label: t(`shared.${value}.typeLabel`),
+        })),
+      ]}
+      value={elementType}
+      onChange={(value) => setElementType(value as ElementType | 'all')}
+      className={{ select: { root: 'w-52', trigger: 'h-8' } }}
+    />
+  )
+}
+
+export default PerformanceElementTypeFilter
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
new file mode 100644
index 0000000000..82d0d14b0b
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
@@ -0,0 +1,183 @@
+import { faX } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import {
+  ActivityPerformance,
+  ActivityType,
+  ElementType,
+  InstancePerformance,
+} from '@klicker-uzh/graphql/dist/ops'
+import usePerformanceRates from '@lib/hooks/usePerformanceRates'
+import usePerformanceSearch from '@lib/hooks/usePerformanceSearch'
+import { Button, H2, UserNotification } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { useState } from 'react'
+import { Legend } from 'recharts'
+import ActivitiesElementsSwitch from './ActivitiesElementsSwitch'
+import PerformanceActivityTypeFilter from './PerformanceActivityTypeFilter'
+import PerformanceAttemptsFilter from './PerformanceAttemptsFilter'
+import PerformanceElementTypeFilter from './PerformanceElementTypeFilter'
+import PerformanceRatesBarChart from './PerformanceRatesBarChart'
+import PerformanceSearchField from './PerformanceSearchField'
+
+interface PerformanceRatesProps {
+  activityPerformances: ActivityPerformance[]
+  instancePerformances: InstancePerformance[]
+}
+
+function PerformanceRates({
+  activityPerformances,
+  instancePerformances,
+}: PerformanceRatesProps) {
+  const t = useTranslations()
+  const chartColors = {
+    correct: '#064e3b',
+    partial: '#f59e0b',
+    incorrect: '#cc0000',
+  }
+  const defaultFilters = {
+    type: 'activity' as 'activity' | 'instance',
+    attemptsType: 'total' as 'first' | 'last' | 'total',
+    activityType: 'all' as ActivityType | 'all',
+    elementType: 'all' as ElementType | 'all',
+  }
+
+  // define parameters for filtering and searching
+  const [type, setType] = useState<'activity' | 'instance'>(defaultFilters.type)
+  const [attemptsType, setAttemptsType] = useState<'first' | 'last' | 'total'>(
+    defaultFilters.attemptsType
+  )
+  const [activityType, setActivityType] = useState<ActivityType | 'all'>(
+    defaultFilters.activityType
+  )
+  const [elementType, setElementType] = useState<ElementType | 'all'>(
+    defaultFilters.elementType
+  )
+  const [activitySearch, setActivitySearch] = useState<string>('')
+  const [instanceSearch, setInstanceSearch] = useState<string>('')
+
+  // apply the search hook
+  const searchResults = usePerformanceSearch(
+    activityPerformances,
+    instancePerformances,
+    type,
+    type === 'activity' ? activitySearch : instanceSearch
+  )
+
+  // if any filters are provided, narrow down the performance rate entries shown
+  const entries = usePerformanceRates(
+    searchResults,
+    activityType,
+    elementType,
+    attemptsType
+  )
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <div className="flex flex-row items-center justify-between">
+        <div className="mb-2 flex flex-row gap-8">
+          <H2>{t('manage.analytics.activityElementPerformanceRates')}</H2>
+          <ActivitiesElementsSwitch type={type} setType={setType} />
+        </div>
+        <Button
+          className={{ root: 'flex h-8 flex-row items-center gap-2' }}
+          disabled={
+            type === defaultFilters.type &&
+            attemptsType === defaultFilters.attemptsType &&
+            activityType === defaultFilters.activityType &&
+            elementType === defaultFilters.elementType
+          }
+          onClick={() => {
+            setType(defaultFilters.type)
+            setAttemptsType(defaultFilters.attemptsType)
+            setActivityType(defaultFilters.activityType)
+            setElementType(defaultFilters.elementType)
+            setActivitySearch('')
+            setInstanceSearch('')
+          }}
+        >
+          <FontAwesomeIcon icon={faX} />
+          <div>{t('manage.analytics.resetSelectors')}</div>
+        </Button>
+      </div>
+      {type === 'activity' ? (
+        <div className="flex flex-row items-center gap-8">
+          <PerformanceAttemptsFilter
+            attemptsType={attemptsType}
+            setAttemptsType={setAttemptsType}
+          />
+          <PerformanceActivityTypeFilter
+            activityType={activityType}
+            setActivityType={setActivityType}
+          />
+          <PerformanceSearchField
+            type={type}
+            value={activitySearch}
+            onChange={(value) => setActivitySearch(value)}
+          />
+        </div>
+      ) : (
+        <div className="flex flex-row items-center gap-8">
+          <PerformanceAttemptsFilter
+            attemptsType={attemptsType}
+            setAttemptsType={setAttemptsType}
+          />
+          <PerformanceElementTypeFilter
+            elementType={elementType}
+            setElementType={setElementType}
+          />
+          <PerformanceSearchField
+            type={type}
+            value={instanceSearch}
+            onChange={(value) => setInstanceSearch(value)}
+          />
+        </div>
+      )}
+      {entries.length > 0 ? (
+        <div className="relative">
+          <Legend
+            payload={[
+              {
+                value: t('manage.analytics.errorRate'),
+                color: chartColors.incorrect,
+                type: 'rect',
+              },
+              {
+                value: t('manage.analytics.partialRate'),
+                color: chartColors.partial,
+                type: 'rect',
+              },
+              {
+                value: t('manage.analytics.correctRate'),
+                color: chartColors.correct,
+                type: 'rect',
+              },
+            ]}
+            wrapperStyle={{ top: 0, right: 0 }}
+          />
+          <div className="flex flex-col pt-6">
+            {entries.length > 0 && (
+              <div className="max-h-[13rem] overflow-y-scroll">
+                {entries.map((progress) => (
+                  <PerformanceRatesBarChart
+                    key={`performance-rates-${progress.id}`}
+                    title={progress.name}
+                    rates={progress}
+                    colors={chartColors}
+                  />
+                ))}
+              </div>
+            )}
+          </div>
+        </div>
+      ) : (
+        <UserNotification
+          type="info"
+          message={t('manage.analytics.noEntriesManageFilters')}
+          className={{ root: 'mt-4' }}
+        />
+      )}
+    </div>
+  )
+}
+
+export default PerformanceRates
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
new file mode 100644
index 0000000000..6c85a96c38
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
@@ -0,0 +1,95 @@
+import { Bar, BarChart, ResponsiveContainer, XAxis, YAxis } from 'recharts'
+
+const BarLabel = ({
+  value,
+  x,
+  width,
+  y,
+  height,
+}: {
+  value: number
+  x: number
+  y: number
+  width: number
+  height: number
+}) => (
+  <text
+    x={x + width / 2}
+    y={y + height / 2 + 1}
+    fill="white"
+    fontSize={14}
+    textAnchor="middle"
+    dominantBaseline="middle"
+    className="font-bold"
+  >
+    {value} %
+  </text>
+)
+
+interface PerformanceRatesBarChartProps {
+  title: string
+  rates: { incorrectRate: number; partialRate: number; correctRate: number }
+  colors: {
+    incorrect: string
+    partial: string
+    correct: string
+  }
+}
+
+function PerformanceRatesBarChart({
+  title,
+  rates,
+  colors,
+}: PerformanceRatesBarChartProps) {
+  const roundedErrorRate = Math.round(rates.incorrectRate * 100)
+  const roundedPartialRate = Math.round(rates.partialRate * 100)
+  const roundedCorrectRate = 100 - roundedErrorRate - roundedPartialRate
+
+  return (
+    <div className="flex h-8 items-center gap-4">
+      <div className="w-48 overflow-hidden overflow-ellipsis whitespace-nowrap">
+        {title}
+      </div>
+      <div className="flex-1">
+        <ResponsiveContainer width="100%" height={35}>
+          <BarChart data={[rates]} layout="vertical">
+            <XAxis type="number" domain={[0, 1]} hide />
+            <YAxis type="category" hide />
+            {roundedErrorRate > 0 && (
+              <Bar
+                dataKey="incorrectRate"
+                stackId="1"
+                fill={colors.incorrect}
+                label={(props) => (
+                  <BarLabel {...props} value={roundedErrorRate} />
+                )}
+              />
+            )}
+            {roundedPartialRate > 0 && (
+              <Bar
+                dataKey="partialRate"
+                stackId="1"
+                fill={colors.partial}
+                label={(props) => (
+                  <BarLabel {...props} value={roundedPartialRate} />
+                )}
+              />
+            )}
+            {roundedCorrectRate > 0 && (
+              <Bar
+                dataKey="correctRate"
+                stackId="1"
+                fill={colors.correct}
+                label={(props) => (
+                  <BarLabel {...props} value={roundedCorrectRate} />
+                )}
+              />
+            )}
+          </BarChart>
+        </ResponsiveContainer>
+      </div>
+    </div>
+  )
+}
+
+export default PerformanceRatesBarChart
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceSearchField.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceSearchField.tsx
new file mode 100644
index 0000000000..6776c6f55b
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceSearchField.tsx
@@ -0,0 +1,34 @@
+import { TextField } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+
+interface PerformanceSearchFieldProps {
+  type: 'activity' | 'instance'
+  value: string
+  onChange: (value: string) => void
+}
+
+function PerformanceSearchField({
+  type,
+  value,
+  onChange,
+}: PerformanceSearchFieldProps) {
+  const t = useTranslations()
+
+  return (
+    <div className="flex flex-row items-center gap-3">
+      <TextField
+        label={
+          type === 'activity'
+            ? t('manage.analytics.activityNameLabel')
+            : t('manage.analytics.elementNameLabel')
+        }
+        placeholder={t('manage.analytics.searchPlaceholder')}
+        value={value}
+        onChange={onChange}
+        className={{ input: 'h-8 w-60' }}
+      />
+    </div>
+  )
+}
+
+export default PerformanceSearchField
diff --git a/apps/frontend-manage/src/lib/hooks/usePerformanceRates.ts b/apps/frontend-manage/src/lib/hooks/usePerformanceRates.ts
new file mode 100644
index 0000000000..b7304ec687
--- /dev/null
+++ b/apps/frontend-manage/src/lib/hooks/usePerformanceRates.ts
@@ -0,0 +1,79 @@
+import {
+  ActivityPerformance,
+  ActivityType,
+  ElementType,
+  InstancePerformance,
+} from '@klicker-uzh/graphql/dist/ops'
+import { useMemo } from 'react'
+
+interface PerformanceEntry {
+  id: number
+  name: string
+  incorrectRate: number
+  partialRate: number
+  correctRate: number
+}
+
+function usePerformanceRates(
+  searchResults: (ActivityPerformance | InstancePerformance)[],
+  activityType: ActivityType | 'all',
+  elementType: ElementType | 'all',
+  attemptsType: 'first' | 'last' | 'total'
+): PerformanceEntry[] {
+  return useMemo(() => {
+    const filteredByType = searchResults.filter((entry) => {
+      if (
+        activityType !== 'all' &&
+        entry.__typename === 'ActivityPerformance' &&
+        entry.activityType !== activityType
+      ) {
+        return false
+      }
+
+      if (
+        elementType !== 'all' &&
+        entry.__typename === 'InstancePerformance' &&
+        entry.elementType !== elementType
+      ) {
+        return false
+      }
+
+      return true
+    })
+
+    return filteredByType.map((entry) => {
+      let incorrectRate = 0
+      let partialRate = 0
+      let correctRate = 0
+
+      if (attemptsType === 'total') {
+        incorrectRate = entry.rates.errorRate
+        partialRate = entry.rates.partialRate
+        correctRate = entry.rates.correctRate
+      } else if (attemptsType === 'first') {
+        incorrectRate = entry.rates.firstErrorRate
+        partialRate = entry.rates.firstPartialRate
+        correctRate = entry.rates.firstCorrectRate
+      } else if (attemptsType === 'last') {
+        incorrectRate = entry.rates.lastErrorRate
+        partialRate = entry.rates.lastPartialRate
+        correctRate = entry.rates.lastCorrectRate
+      }
+
+      return {
+        id: entry.id,
+        name:
+          entry.__typename === 'ActivityPerformance'
+            ? entry.activityName
+            : entry.__typename === 'InstancePerformance'
+              ? entry.elementName
+              : '',
+        incorrectRate,
+        partialRate,
+        correctRate,
+      }
+    })
+  }, [searchResults, activityType, elementType, attemptsType])
+}
+
+export default usePerformanceRates
diff --git a/apps/frontend-manage/src/lib/hooks/usePerformanceSearch.ts b/apps/frontend-manage/src/lib/hooks/usePerformanceSearch.ts
new file mode 100644
index 0000000000..676bf6aa5d
--- /dev/null
+++ b/apps/frontend-manage/src/lib/hooks/usePerformanceSearch.ts
@@ -0,0 +1,51 @@
+import {
+  ActivityPerformance,
+  InstancePerformance,
+} from '@klicker-uzh/graphql/dist/ops'
+import * as JsSearch from 'js-search'
+import { useMemo } from 'react'
+
+function usePerformanceSearch(
+  activityPerformances: ActivityPerformance[],
+  instancePerformances: InstancePerformance[],
+  type: 'activity' | 'instance',
+  searchTerm: string
+) {
+  const { activitySearch, instanceSearch } = useMemo(() => {
+    const activitySearch = new JsSearch.Search('activityName')
+    activitySearch.addIndex('activityName')
+    activitySearch.addDocuments(activityPerformances)
+
+    const instanceSearch = new JsSearch.Search('elementName')
+    instanceSearch.addIndex('elementName')
+    instanceSearch.addDocuments(instancePerformances)
+
+    return { activitySearch, instanceSearch }
+  }, [activityPerformances, instancePerformances])
+
+  const results = useMemo(() => {
+    // sanitize search term
+    const sanitizedSearchTerm = searchTerm.trim().toLowerCase()
+
+    if (!sanitizedSearchTerm) {
+      return type === 'activity' ? activityPerformances : instancePerformances
+    }
+
+    if (type === 'activity') {
+      return activitySearch.search(sanitizedSearchTerm) as ActivityPerformance[]
+    } else {
+      return instanceSearch.search(sanitizedSearchTerm) as InstancePerformance[]
+    }
+  }, [
+    searchTerm,
+    type,
+    activityPerformances,
+    instancePerformances,
+    activitySearch,
+    instanceSearch,
+  ])
+
+  return results
+}
+
+export default usePerformanceSearch
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
index 077b19cd8e..3e99810923 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
@@ -8,6 +8,7 @@ import AnalyticsErrorView from '~/components/analytics/AnalyticsErrorView'
 import AnalyticsLoadingView from '~/components/analytics/AnalyticsLoadingView'
 import ActivityProgressPlot from '~/components/analytics/performance/ActivityProgressPlot'
 import PerformanceAnalyticsNavigation from '~/components/analytics/performance/PerformanceAnalyticsNavigation'
+import PerformanceRates from '~/components/analytics/performance/PerformanceRates'
 import Layout from '~/components/Layout'
 
 function PerformanceDashboard() {
@@ -58,6 +59,10 @@ function PerformanceDashboard() {
           </div>
         </div>
         <div className="flex flex-col gap-4">
+          <PerformanceRates
+            activityPerformances={course.activityPerformances}
+            instancePerformances={course.instancePerformances}
+          />
           <ActivityProgressPlot
             activityProgresses={course.activityProgresses}
             participants={course.totalParticipants}
diff --git a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
index 5fdf547b1b..e2553487bc 100644
--- a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
+++ b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
@@ -9,5 +9,39 @@ query GetCoursePerformanceAnalytics($courseId: String!) {
       completedCount
       repeatedCount
     }
+    activityPerformances {
+      __typename
+      id
+      activityName
+      activityType
+      rates {
+        firstErrorRate
+        lastErrorRate
+        errorRate
+        firstPartialRate
+        lastPartialRate
+        partialRate
+        firstCorrectRate
+        lastCorrectRate
+        correctRate
+      }
+    }
+    instancePerformances {
+      __typename
+      id
+      elementName
+      elementType
+      rates {
+        firstErrorRate
+        lastErrorRate
+        errorRate
+        firstPartialRate
+        lastPartialRate
+        partialRate
+        firstCorrectRate
+        lastCorrectRate
+        correctRate
+      }
+    }
   }
 }
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 001d027941..93afd0fec3 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -276,6 +276,82 @@
         ],
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ActivityPerformance",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activityName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "activityType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ActivityType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "rates",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "OBJECT",
+                "name": "PerformanceRates",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ActivityProgress",
@@ -3557,6 +3633,30 @@
         "description": null,
         "isOneOf": null,
         "fields": [
+          {
+            "name": "activityPerformances",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ActivityPerformance",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "activityProgresses",
             "description": null,
@@ -3581,6 +3681,30 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "instancePerformances",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "InstancePerformance",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "name",
             "description": null,
@@ -8690,6 +8814,82 @@
           }
         ]
       },
+      {
+        "kind": "OBJECT",
+        "name": "InstancePerformance",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "elementName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "elementType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ElementType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "rates",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "OBJECT",
+                "name": "PerformanceRates",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "SCALAR",
         "name": "Int",
@@ -18159,6 +18359,162 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "PerformanceRates",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "correctRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "errorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstCorrectRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstPartialRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastCorrectRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastPartialRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "partialRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "PracticeQuiz",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index 4657db427c..63264f4878 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -52,6 +52,14 @@ export enum ActivityLevel {
   Medium = 'MEDIUM'
 }
 
+export type ActivityPerformance = {
+  __typename?: 'ActivityPerformance';
+  activityName: Scalars['String']['output'];
+  activityType: ActivityType;
+  id: Scalars['Int']['output'];
+  rates: PerformanceRates;
+};
+
 export type ActivityProgress = {
   __typename?: 'ActivityProgress';
   activityName: Scalars['String']['output'];
@@ -351,7 +359,9 @@ export type CourseActivityAnalytics = {
 
 export type CoursePerformanceAnalytics = {
   __typename?: 'CoursePerformanceAnalytics';
+  activityPerformances: Array<ActivityPerformance>;
   activityProgresses: Array<ActivityProgress>;
+  instancePerformances: Array<InstancePerformance>;
   name: Scalars['String']['output'];
   totalParticipants: Scalars['Int']['output'];
 };
@@ -861,6 +871,14 @@ export type GroupMessage = {
 
 export type InstanceEvaluation = ChoicesInstanceEvaluation | ContentInstanceEvaluation | FlashcardInstanceEvaluation | FreeTextInstanceEvaluation | NumericalInstanceEvaluation;
 
+export type InstancePerformance = {
+  __typename?: 'InstancePerformance';
+  elementName: Scalars['String']['output'];
+  elementType: ElementType;
+  id: Scalars['Int']['output'];
+  rates: PerformanceRates;
+};
+
 export type LeaderboardEntry = {
   __typename?: 'LeaderboardEntry';
   avatar?: Maybe<Scalars['String']['output']>;
@@ -1990,6 +2008,19 @@ export type Participation = {
   subscriptions?: Maybe<Array<PushSubscription>>;
 };
 
+export type PerformanceRates = {
+  __typename?: 'PerformanceRates';
+  correctRate: Scalars['Float']['output'];
+  errorRate: Scalars['Float']['output'];
+  firstCorrectRate: Scalars['Float']['output'];
+  firstErrorRate: Scalars['Float']['output'];
+  firstPartialRate: Scalars['Float']['output'];
+  lastCorrectRate: Scalars['Float']['output'];
+  lastErrorRate: Scalars['Float']['output'];
+  lastPartialRate: Scalars['Float']['output'];
+  partialRate: Scalars['Float']['output'];
+};
+
 export type PracticeQuiz = {
   __typename?: 'PracticeQuiz';
   availableFrom?: Maybe<Scalars['Date']['output']>;
@@ -3620,7 +3651,7 @@ export type GetCoursePerformanceAnalyticsQueryVariables = Exact<{
 }>;
 
 
-export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }> } | null };
+export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }>, activityPerformances: Array<{ __typename: 'ActivityPerformance', id: number, activityName: string, activityType: ActivityType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, instancePerformances: Array<{ __typename: 'InstancePerformance', id: number, elementName: string, elementType: ElementType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }> } | null };
 
 export type GetCoursePracticeQuizQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
@@ -4137,7 +4168,7 @@ export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definition
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
 export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseOverviewData"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseOverviewData"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"inRandomGroupPool"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participation"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupDeadlinePassed"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"maxGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"preferredGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"awards"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroup"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"level"}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"isMember"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"messages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseOverviewDataQuery, GetCourseOverviewDataQueryVariables>;
-export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
+export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instancePerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
 export const GetCoursePracticeQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePracticeQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"coursePracticeQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"FragmentSpread","name":{"kind":"Name","value":"PracticeQuizData"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"PracticeQuizData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"PracticeQuiz"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"resetTimeDays"}},{"kind":"Field","name":{"kind":"Name","value":"availableFrom"}},{"kind":"Field","name":{"kind":"Name","value":"orderType"}},{"kind":"Field","name":{"kind":"Name","value":"numOfStacks"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePracticeQuizQuery, GetCoursePracticeQuizQueryVariables>;
 export const GetCourseRunningLiveQuizzesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseRunningLiveQuizzes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseRunningLiveQuizzes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseRunningLiveQuizzesQuery, GetCourseRunningLiveQuizzesQueryVariables>;
 export const GetCourseSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfParticipations"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLiveQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfPracticeQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfMicroLearnings"}},{"kind":"Field","name":{"kind":"Name","value":"numOfGroupActivities"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLeaderboardEntries"}},{"kind":"Field","name":{"kind":"Name","value":"numOfParticipantGroups"}}]}}]}}]} as unknown as DocumentNode<GetCourseSummaryQuery, GetCourseSummaryQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index 1204d0c005..60deca48e9 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -118,7 +118,7 @@
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
    "GetCourseOverviewData": "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77",
-   "GetCoursePerformanceAnalytics": "c63650c120f0abb9c99d1c035045027d9bfc5f441915f41396422006bf8c3801",
+   "GetCoursePerformanceAnalytics": "d82341fc302c871635c494a594f8a2c7d6c428a50c2fc8eae21e6c433237f61b",
    "GetCoursePracticeQuiz": "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7",
    "GetCourseRunningLiveQuizzes": "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1",
    "GetCourseSummary": "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index 9c31c12f81..f190aba962 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -30,6 +30,13 @@ enum ActivityLevel {
   MEDIUM
 }
 
+type ActivityPerformance {
+  activityName: String!
+  activityType: ActivityType!
+  id: Int!
+  rates: PerformanceRates!
+}
+
 type ActivityProgress {
   activityName: String!
   activityType: ActivityType!
@@ -305,7 +312,9 @@ type CourseActivityAnalytics {
 }
 
 type CoursePerformanceAnalytics {
+  activityPerformances: [ActivityPerformance!]!
   activityProgresses: [ActivityProgress!]!
+  instancePerformances: [InstancePerformance!]!
   name: String!
   totalParticipants: Int!
 }
@@ -783,6 +792,13 @@ type GroupMessage {
 
 union InstanceEvaluation = ChoicesInstanceEvaluation | ContentInstanceEvaluation | FlashcardInstanceEvaluation | FreeTextInstanceEvaluation | NumericalInstanceEvaluation
 
+type InstancePerformance {
+  elementName: String!
+  elementType: ElementType!
+  id: Int!
+  rates: PerformanceRates!
+}
+
 """
 The `JSON` scalar type represents JSON values as specified by [ECMA-404](http://www.ecma-international.org/publications/files/ECMA-ST/ECMA-404.pdf).
 """
@@ -1226,6 +1242,18 @@ type Participation {
   subscriptions: [PushSubscription!]
 }
 
+type PerformanceRates {
+  correctRate: Float!
+  errorRate: Float!
+  firstCorrectRate: Float!
+  firstErrorRate: Float!
+  firstPartialRate: Float!
+  lastCorrectRate: Float!
+  lastErrorRate: Float!
+  lastPartialRate: Float!
+  partialRate: Float!
+}
+
 type PracticeQuiz {
   availableFrom: Date
   course: Course
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index 2d7cf47167..c6c2d48db1 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -118,7 +118,7 @@
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77": "query GetCourseOverviewData($courseId: String!) {\n  getCourseOverviewData(courseId: $courseId) {\n    id\n    inRandomGroupPool\n    participant {\n      id\n      avatar\n      username\n      xp\n      level\n      participantGroups {\n        id\n        __typename\n      }\n      __typename\n    }\n    participation {\n      id\n      isActive\n      __typename\n    }\n    course {\n      id\n      displayName\n      color\n      description\n      isGamificationEnabled\n      groupDeadlineDate\n      isGroupDeadlinePassed\n      isGroupCreationEnabled\n      maxGroupSize\n      preferredGroupSize\n      awards {\n        id\n        order\n        type\n        displayName\n        description\n        participant {\n          id\n          username\n          avatar\n          __typename\n        }\n        participantGroup {\n          id\n          name\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    leaderboard {\n      id\n      participantId\n      username\n      avatar\n      score\n      isSelf\n      rank\n      level\n      __typename\n    }\n    leaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    groupLeaderboard {\n      id\n      name\n      score\n      rank\n      isMember\n      __typename\n    }\n    groupLeaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    __typename\n  }\n  participantGroups(courseId: $courseId) {\n    id\n    name\n    code\n    averageMemberScore\n    groupActivityScore\n    score\n    messages {\n      id\n      content\n      participant {\n        id\n        username\n        avatar\n        __typename\n      }\n      createdAt\n      updatedAt\n      __typename\n    }\n    participants {\n      id\n      username\n      avatar\n      score\n      isSelf\n      level\n      rank\n      __typename\n    }\n    __typename\n  }\n}",
-   "c63650c120f0abb9c99d1c035045027d9bfc5f441915f41396422006bf8c3801": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    __typename\n  }\n}",
+   "d82341fc302c871635c494a594f8a2c7d6c428a50c2fc8eae21e6c433237f61b": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    activityPerformances {\n      __typename\n      id\n      activityName\n      activityType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    instancePerformances {\n      __typename\n      id\n      elementName\n      elementType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    __typename\n  }\n}",
    "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7": "fragment PracticeQuizData on PracticeQuiz {\n  id\n  status\n  name\n  displayName\n  description\n  pointsMultiplier\n  resetTimeDays\n  availableFrom\n  orderType\n  numOfStacks\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementData\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetCoursePracticeQuiz($courseId: String!) {\n  coursePracticeQuiz(courseId: $courseId) {\n    ...PracticeQuizData\n    __typename\n  }\n}",
    "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1": "query GetCourseRunningLiveQuizzes($courseId: String!) {\n  getCourseRunningLiveQuizzes(courseId: $courseId) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
    "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571": "query GetCourseSummary($courseId: String!) {\n  getCourseSummary(courseId: $courseId) {\n    numOfParticipations\n    numOfLiveQuizzes\n    numOfPracticeQuizzes\n    numOfMicroLearnings\n    numOfGroupActivities\n    numOfLeaderboardEntries\n    numOfParticipantGroups\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index 8aba178c5d..619289a6e2 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -1,6 +1,12 @@
 import * as DB from '@klicker-uzh/prisma'
-import { ActivityType as ActivityTypeEnum } from '@klicker-uzh/types'
+import {
+  ActivityPerformance as ActivityPerformanceType,
+  ActivityType as ActivityTypeEnum,
+  InstancePerformance as InstancePerformanceType,
+  PerformanceRates as PerformanceRatesType,
+} from '@klicker-uzh/types'
 import builder from '../builder.js'
+import { ElementType } from './elementData.js'
 
 export const ActivityLevel = builder.enumType('ActivityLevel', {
   values: Object.values(DB.ActivityLevel),
@@ -161,10 +167,50 @@ export const ActivityProgress = builder.objectType(ActivityProgressRef, {
   }),
 })
 
+export const PerformanceRatesRef =
+  builder.objectRef<PerformanceRatesType>('PerformanceRates')
+export const PerformanceRates = builder.objectType(PerformanceRatesRef, {
+  fields: (t) => ({
+    firstErrorRate: t.exposeFloat('firstErrorRate'),
+    lastErrorRate: t.exposeFloat('lastErrorRate'),
+    errorRate: t.exposeFloat('errorRate'),
+    firstPartialRate: t.exposeFloat('firstPartialRate'),
+    lastPartialRate: t.exposeFloat('lastPartialRate'),
+    partialRate: t.exposeFloat('partialRate'),
+    firstCorrectRate: t.exposeFloat('firstCorrectRate'),
+    lastCorrectRate: t.exposeFloat('lastCorrectRate'),
+    correctRate: t.exposeFloat('correctRate'),
+  }),
+})
+
+export const ActivityPerformanceRef =
+  builder.objectRef<ActivityPerformanceType>('ActivityPerformance')
+export const ActivityPerformance = builder.objectType(ActivityPerformanceRef, {
+  fields: (t) => ({
+    id: t.exposeInt('id'),
+    activityName: t.exposeString('activityName'),
+    activityType: t.expose('activityType', { type: ActivityType }),
+    rates: t.expose('rates', { type: PerformanceRates }),
+  }),
+})
+
+export const InstancePerformanceRef =
+  builder.objectRef<InstancePerformanceType>('InstancePerformance')
+export const InstancePerformance = builder.objectType(InstancePerformanceRef, {
+  fields: (t) => ({
+    id: t.exposeInt('id'),
+    elementName: t.exposeString('elementName'),
+    elementType: t.expose('elementType', { type: ElementType }),
+    rates: t.expose('rates', { type: PerformanceRates }),
+  }),
+})
+
 interface ICoursePerformanceAnalytics {
   name: string
   totalParticipants: number
   activityProgresses: IActivityProgress[]
+  activityPerformances: ActivityPerformanceType[]
+  instancePerformances: InstancePerformanceType[]
 }
 export const CoursePerformanceAnalyticsRef =
   builder.objectRef<ICoursePerformanceAnalytics>('CoursePerformanceAnalytics')
@@ -177,6 +223,12 @@ export const CoursePerformanceAnalytics = builder.objectType(
       activityProgresses: t.expose('activityProgresses', {
         type: [ActivityProgress],
       }),
+      activityPerformances: t.expose('activityPerformances', {
+        type: [ActivityPerformance],
+      }),
+      instancePerformances: t.expose('instancePerformances', {
+        type: [InstancePerformance],
+      }),
     }),
   }
 )
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index 291e4444a4..bd912c7af7 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -1,4 +1,8 @@
-import { ActivityType } from '@klicker-uzh/types'
+import {
+  ActivityPerformance,
+  ActivityType,
+  InstancePerformance,
+} from '@klicker-uzh/types'
 import dayjs from 'dayjs'
 import { ContextWithUser } from 'src/lib/context.js'
 
@@ -102,44 +106,165 @@ export async function getCoursePerformanceAnalytics(
   const course = await ctx.prisma.course.findUnique({
     where: { id: courseId, ownerId: ctx.user.sub },
     include: {
-      activityProgresses: {
+      _count: {
+        select: { participations: true },
+      },
+      practiceQuizzes: {
         include: {
-          practiceQuiz: true,
-          microLearning: true,
+          progress: true,
+          performance: true,
+          stacks: {
+            include: {
+              elements: {
+                include: {
+                  instancePerformance: true,
+                },
+              },
+            },
+          },
         },
+        orderBy: { createdAt: 'desc' },
+      },
+      microLearnings: {
+        include: {
+          progress: true,
+          performance: true,
+          stacks: {
+            include: {
+              elements: {
+                include: {
+                  instancePerformance: true,
+                },
+              },
+            },
+          },
+        },
+        orderBy: { scheduledStartAt: 'desc' },
       },
     },
   })
 
-  if (!course || course.activityProgresses.length === 0) {
+  if (
+    !course ||
+    (course.practiceQuizzes.length === 0 && course.microLearnings.length === 0)
+  ) {
     return null
   }
 
-  // order the activity progresses by creation date
-  const orderedProgresses = course.activityProgresses.sort((a, b) =>
-    dayjs(b.practiceQuiz?.createdAt ?? b.microLearning?.createdAt).diff(
-      dayjs(a.practiceQuiz?.createdAt ?? a.microLearning?.createdAt)
-    )
-  )
+  // map the metrics for all activities in the course to the desired performance and progress values
+  const { activityProgresses, activityPerformances, instancePerformances } = [
+    ...course.practiceQuizzes,
+    ...course.microLearnings,
+  ].reduce<{
+    activityProgresses: {
+      activityName: string
+      activityType: ActivityType
+      startedCount: number
+      completedCount: number
+      repeatedCount: number | null
+    }[]
+    activityPerformances: ActivityPerformance[]
+    instancePerformances: InstancePerformance[]
+  }>(
+    (acc, activity) => {
+      const progress = activity.progress
+      const performance = activity.performance
 
-  // map the activity progresses into the format required by the frontend
-  const activityProgresses = orderedProgresses.map((progress) => ({
-    activityName:
-      progress.practiceQuizId !== null
-        ? (progress.practiceQuiz?.name ?? 'Unknown')
-        : (progress.microLearning?.name ?? 'Unknown'),
-    activityType:
-      progress.practiceQuizId !== null
-        ? ActivityType.PRACTICE_QUIZ
-        : ActivityType.MICRO_LEARNING,
-    startedCount: progress.startedCount,
-    completedCount: progress.completedCount,
-    repeatedCount: progress.repeatedCount,
-  }))
+      if (!progress) {
+        return acc
+      }
+
+      const activityType =
+        progress.practiceQuizId !== null
+          ? ActivityType.PRACTICE_QUIZ
+          : ActivityType.MICRO_LEARNING
+
+      // update the activity progress entries
+      acc.activityProgresses.push({
+        activityName: activity.name,
+        activityType,
+        startedCount: progress.startedCount,
+        completedCount: progress.completedCount,
+        repeatedCount: progress.repeatedCount,
+      })
+
+      if (!performance) {
+        return acc
+      }
+
+      // add the activity performance metrics to the error rates
+      acc.activityPerformances.push({
+        id: performance.id,
+        activityName: activity.name,
+        activityType,
+        rates: {
+          firstErrorRate:
+            performance.firstErrorRate ?? performance.totalErrorRate,
+          lastErrorRate:
+            performance.lastErrorRate ?? performance.totalErrorRate,
+          errorRate: performance.totalErrorRate,
+          firstPartialRate:
+            performance.firstPartialRate ?? performance.totalPartialRate,
+          lastPartialRate:
+            performance.lastPartialRate ?? performance.totalPartialRate,
+          partialRate: performance.totalPartialRate,
+          firstCorrectRate:
+            performance.firstCorrectRate ?? performance.totalCorrectRate,
+          lastCorrectRate:
+            performance.lastCorrectRate ?? performance.totalCorrectRate,
+          correctRate: performance.totalCorrectRate,
+        },
+      })
+
+      // extract the desired values from the instance performance entries
+      const instancePerformances = activity.stacks.flatMap((stack) =>
+        stack.elements.flatMap((element) => {
+          const iPerformance = element.instancePerformance
+
+          if (!iPerformance) {
+            return []
+          }
+
+          return {
+            id: iPerformance.id,
+            elementName: element.elementData.name,
+            elementType: element.elementData.type,
+            rates: {
+              firstErrorRate:
+                iPerformance.firstErrorRate ?? iPerformance.totalErrorRate,
+              lastErrorRate:
+                iPerformance.lastErrorRate ?? iPerformance.totalErrorRate,
+              errorRate: iPerformance.totalErrorRate,
+              firstPartialRate:
+                iPerformance.firstPartialRate ?? iPerformance.totalPartialRate,
+              lastPartialRate:
+                iPerformance.lastPartialRate ?? iPerformance.totalPartialRate,
+              partialRate: iPerformance.totalPartialRate,
+              firstCorrectRate:
+                iPerformance.firstCorrectRate ?? iPerformance.totalCorrectRate,
+              lastCorrectRate:
+                iPerformance.lastCorrectRate ?? iPerformance.totalCorrectRate,
+              correctRate: iPerformance.totalCorrectRate,
+            },
+          }
+        })
+      )
+      acc.instancePerformances.push(...instancePerformances)
+
+      return acc
+    },
+    {
+      activityProgresses: [],
+      activityPerformances: [],
+      instancePerformances: [],
+    }
+  )
 
   return {
     name: course.name,
-    totalParticipants: course.activityProgresses[0]!.totalCourseParticipants,
+    totalParticipants: course._count.participations,
     activityProgresses,
+    activityPerformances,
+    instancePerformances,
   }
 }
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 14d592ec9a..018ccd508f 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1861,6 +1861,27 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       started: 'Gestartet',
       completed: 'Abgeschlossen',
       repeated: 'Wiederholt',
+      activityElementPerformanceRates:
+        'Performance-Raten der Aktivitäten und Elemente',
+      errorRate: 'Fehlerrate',
+      partialRate: 'Partielle Fehlerrate',
+      correctRate: 'Erfolgsrate',
+      activities: 'Aktivitäten',
+      elements: 'Elemente',
+      answers: 'Antworten',
+      allAttempts: 'Alle Versuche',
+      firstAttempts: 'Erste Versuche',
+      lastAttempts: 'Letzte Versuche',
+      activityType: 'Aktivitätstyp',
+      allActivityTypes: 'Alle Aktivitätstypen',
+      elementType: 'Elementtyp',
+      allElementTypes: 'Alle Elementtypen',
+      noEntriesManageFilters:
+        'Für die gewählten Filter existieren keine Einträge in diesem Kurs. Bitte passen Sie die Filter gegebenenfalls an oder setzen Sie alle Filter zurück',
+      resetSelectors: 'Auswahl zurücksetzen',
+      searchPlaceholder: 'Suche...',
+      activityNameLabel: 'Aktivitätsname',
+      elementNameLabel: 'Elementname',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 09c2e561f0..b795143f75 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1849,6 +1849,26 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       started: 'Started',
       completed: 'Completed',
       repeated: 'Repeated',
+      activityElementPerformanceRates: 'Activity and Element Performance Rates',
+      errorRate: 'Error Rate',
+      partialRate: 'Partial Error Rate',
+      correctRate: 'Success Rate',
+      activities: 'Activities',
+      elements: 'Elements',
+      answers: 'Answers',
+      allAttempts: 'All Attempts',
+      firstAttempts: 'First Attempts',
+      lastAttempts: 'Last Attempts',
+      activityType: 'Activity Type',
+      allActivityTypes: 'All Activity Types',
+      elementType: 'Element Type',
+      allElementTypes: 'All Element Types',
+      noEntriesManageFilters:
+        'No entries exist for the selected filters in this course. Please adjust the filters accordingly or reset all filters.',
+      resetSelectors: 'Reset selectors',
+      searchPlaceholder: 'Search...',
+      activityNameLabel: 'Activity Name',
+      elementNameLabel: 'Element Name',
     },
   },
   control: {
diff --git a/packages/types/src/index.ts b/packages/types/src/index.ts
index d6b38e8b77..1ee7462eec 100644
--- a/packages/types/src/index.ts
+++ b/packages/types/src/index.ts
@@ -362,3 +362,32 @@ export type InstanceEvaluation =
   | IInstanceEvaluationFlashcard
   | IInstanceEvaluationContent
 // #endregion
+
+// ----- LEARNING ANALYTICS -----
+// #region
+export type PerformanceRates = {
+  firstErrorRate: number
+  lastErrorRate: number
+  errorRate: number
+  firstPartialRate: number
+  lastPartialRate: number
+  partialRate: number
+  firstCorrectRate: number
+  lastCorrectRate: number
+  correctRate: number
+}
+
+export type ActivityPerformance = {
+  id: number
+  activityName: string
+  activityType: ActivityType
+  rates: PerformanceRates
+}
+
+export type InstancePerformance = {
+  id: number
+  elementName: string
+  elementType: ElementType
+  rates: PerformanceRates
+}
+// #endregion

From 56306191c037922a35b30813c13ce3030919d1f5 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Fri, 20 Dec 2024 01:23:11 +0900
Subject: [PATCH 22/38] enhance(apps/analytics): add illustration of individual
 student performances (#4400)

---
 .../{ActivityLevelTag.tsx => LevelTag.tsx}    |  14 +-
 .../activity/TotalStudentActivityPlot.tsx     |   6 +-
 .../useTotalStudentActivityHistogram.ts       |  23 +--
 .../analytics/computeHistogramStatistics.ts   |  25 +++
 .../TotalStudentPerformancePlot.tsx           | 193 ++++++++++++++++++
 .../useTotalStudentPerformanceHistogram.ts    |  37 ++++
 .../analytics/[courseId]/performance.tsx      |   5 +
 .../QGetCoursePerformanceAnalytics.graphql    |  10 +
 packages/graphql/src/ops.schema.json          | 178 ++++++++++++++++
 packages/graphql/src/ops.ts                   |  22 +-
 packages/graphql/src/public/client.json       |   2 +-
 packages/graphql/src/public/schema.graphql    |  17 ++
 packages/graphql/src/public/server.json       |   2 +-
 packages/graphql/src/schema/analytics.ts      |  30 +++
 packages/graphql/src/services/analytics.ts    |   2 +
 packages/i18n/messages/de.ts                  |  12 +-
 packages/i18n/messages/en.ts                  |  11 +-
 packages/types/src/index.ts                   |  16 +-
 18 files changed, 564 insertions(+), 41 deletions(-)
 rename apps/frontend-manage/src/components/analytics/activity/{ActivityLevelTag.tsx => LevelTag.tsx} (57%)
 create mode 100644 apps/frontend-manage/src/components/analytics/computeHistogramStatistics.ts
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/useTotalStudentPerformanceHistogram.ts

diff --git a/apps/frontend-manage/src/components/analytics/activity/ActivityLevelTag.tsx b/apps/frontend-manage/src/components/analytics/activity/LevelTag.tsx
similarity index 57%
rename from apps/frontend-manage/src/components/analytics/activity/ActivityLevelTag.tsx
rename to apps/frontend-manage/src/components/analytics/activity/LevelTag.tsx
index 95933dbb15..2536072f25 100644
--- a/apps/frontend-manage/src/components/analytics/activity/ActivityLevelTag.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/LevelTag.tsx
@@ -1,27 +1,27 @@
 import { useTranslations } from 'next-intl'
 
-function ActivityLevelTag({ activityLevel }: { activityLevel: 1 | 2 | 3 }) {
+function LevelTag({ level }: { level: 1 | 2 | 3 }) {
   const t = useTranslations()
 
-  if (activityLevel === 3) {
+  if (level === 3) {
     return (
       <div className="w-max rounded-md border bg-green-700 px-1 py-0.5 text-white">
-        {t('manage.analytics.activityLevelHigh')}
+        {t('manage.analytics.levelHigh')}
       </div>
     )
-  } else if (activityLevel === 2) {
+  } else if (level === 2) {
     return (
       <div className="w-max rounded-md border bg-yellow-500 px-1 py-0.5 text-white">
-        {t('manage.analytics.activityLevelMedium')}
+        {t('manage.analytics.levelMedium')}
       </div>
     )
   } else {
     return (
       <div className="w-max rounded-md border bg-red-600 px-1 py-0.5 text-white">
-        {t('manage.analytics.activityLevelLow')}
+        {t('manage.analytics.levelLow')}
       </div>
     )
   }
 }
 
-export default ActivityLevelTag
+export default LevelTag
diff --git a/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
index 63edda044f..8f9907daf0 100644
--- a/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
@@ -13,7 +13,7 @@ import {
   XAxis,
   YAxis,
 } from 'recharts'
-import ActivityLevelTag from './ActivityLevelTag'
+import LevelTag from './LevelTag'
 import useTotalStudentActivityHistogram from './useTotalStudentActivityHistogram'
 
 interface TotalStudentActivityPlotProps {
@@ -160,9 +160,7 @@ function TotalStudentActivityPlot({
                 )
               },
               cell: ({ row }: any) => (
-                <ActivityLevelTag
-                  activityLevel={row.getValue('activityLevelNumber')}
-                />
+                <LevelTag level={row.getValue('activityLevelNumber')} />
               ),
             },
           ]}
diff --git a/apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts b/apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts
index 9dbab6ab5e..cbda92a16e 100644
--- a/apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts
+++ b/apps/frontend-manage/src/components/analytics/activity/useTotalStudentActivityHistogram.ts
@@ -1,8 +1,9 @@
 import { ParticipantCourseActivity } from '@klicker-uzh/graphql/dist/ops'
 import { useMemo } from 'react'
+import computeHistogramStatistics from '../computeHistogramStatistics'
 
 // group the student activity data into bins for the histogram illustration
-function groupHistogramBins(activeWeeks: number[], totalWeeks: number) {
+function groupStudentActivityBins(activeWeeks: number[], totalWeeks: number) {
   const histogram = new Array(totalWeeks + 1).fill(0)
   activeWeeks.forEach((weeks) => {
     histogram[weeks] = (histogram[weeks] || 0) + 1
@@ -10,22 +11,6 @@ function groupHistogramBins(activeWeeks: number[], totalWeeks: number) {
   return histogram
 }
 
-// compute illustration statistics for the histogram
-const computeStatistics = (data: number[]) => {
-  const sorted = [...data].sort((a, b) => a - b)
-  const len = sorted.length
-
-  return {
-    q1: sorted[Math.floor(len * 0.25)],
-    q3: sorted[Math.floor(len * 0.75)],
-    median:
-      len % 2 === 0
-        ? (sorted[len / 2 - 1] + sorted[len / 2]) / 2
-        : sorted[Math.floor(len / 2)],
-    mean: data.reduce((a, b) => a + b, 0) / len,
-  }
-}
-
 function useTotalStudentActivityHistogram({
   courseWeeks,
   participantActivity,
@@ -35,8 +20,8 @@ function useTotalStudentActivityHistogram({
 }) {
   return useMemo(() => {
     const activeWeeks = participantActivity.map((p) => p.activeWeeks)
-    const histogram = groupHistogramBins(activeWeeks, courseWeeks)
-    const stats = computeStatistics(activeWeeks)
+    const histogram = groupStudentActivityBins(activeWeeks, courseWeeks)
+    const stats = computeHistogramStatistics(activeWeeks)
 
     return histogram.map((count, week) => ({
       week: week,
diff --git a/apps/frontend-manage/src/components/analytics/computeHistogramStatistics.ts b/apps/frontend-manage/src/components/analytics/computeHistogramStatistics.ts
new file mode 100644
index 0000000000..68bfb6217d
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/computeHistogramStatistics.ts
@@ -0,0 +1,25 @@
+function computeHistogramStatistics(data: number[]) {
+  if (data.length === 0) {
+    return {
+      q1: 0,
+      q3: 0,
+      median: 0,
+      mean: 0,
+    }
+  }
+
+  const sorted = [...data].sort((a, b) => a - b)
+  const len = sorted.length
+
+  return {
+    q1: sorted[Math.floor(len * 0.25)],
+    q3: sorted[Math.floor(len * 0.75)],
+    median:
+      len % 2 === 0
+        ? (sorted[len / 2 - 1] + sorted[len / 2]) / 2
+        : sorted[Math.floor(len / 2)],
+    mean: data.reduce((a, b) => a + b, 0) / len,
+  }
+}
+
+export default computeHistogramStatistics
diff --git a/apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx b/apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx
new file mode 100644
index 0000000000..bd0c452217
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx
@@ -0,0 +1,193 @@
+import {
+  ParticipantPerformance,
+  PerformanceLevel,
+} from '@klicker-uzh/graphql/dist/ops'
+import DataTable from '@klicker-uzh/shared-components/src/DataTable'
+import TableSortingButton from '@klicker-uzh/shared-components/src/TableSortingButton'
+import { H2 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import {
+  Bar,
+  BarChart,
+  Cell,
+  ReferenceLine,
+  ResponsiveContainer,
+  Tooltip,
+  XAxis,
+  YAxis,
+} from 'recharts'
+import LevelTag from '../activity/LevelTag'
+import useTotalStudentPerformanceHistogram from './useTotalStudentPerformanceHistogram'
+
+interface TotalStudentPerformancePlotProps {
+  courseName: string
+  participantPerformance: ParticipantPerformance[]
+}
+
+function TotalStudentPerformancePlot({
+  courseName,
+  participantPerformance,
+}: TotalStudentPerformancePlotProps) {
+  const t = useTranslations()
+  const performanceData = useTotalStudentPerformanceHistogram({
+    participantPerformance,
+  })
+
+  if (performanceData.length === 0) {
+    return null
+  }
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <H2>{t('manage.analytics.overallStudentPerformance')}</H2>
+      <div className="flex flex-col gap-2">
+        <ResponsiveContainer width="100%" height={300}>
+          <BarChart data={performanceData} margin={{ bottom: 15, top: 20 }}>
+            <XAxis
+              dataKey="errorRate"
+              label={{
+                value: `${t('manage.analytics.errorRate')} [%]`,
+                dy: 18,
+              }}
+            />
+            <YAxis
+              label={{
+                value: t('manage.analytics.numberOfStudents'),
+                angle: -90,
+                dx: -20,
+              }}
+            />
+            <Tooltip
+              formatter={(value) => [
+                `${value}`,
+                t('manage.analytics.numberOfStudents'),
+              ]}
+              labelFormatter={(label) =>
+                `${t('manage.analytics.errorRate')}: ${label} %`
+              }
+              contentStyle={{
+                borderRadius: '8px',
+                padding: '8px',
+              }}
+            />
+            <Bar dataKey="count">
+              {performanceData.map((entry, index) => (
+                <Cell key={`cell-${index}`} fill={entry.color} />
+              ))}
+            </Bar>
+            {performanceData.map(
+              (entry, index) =>
+                (entry.isQ1 ||
+                  entry.isQ3 ||
+                  entry.isMedian ||
+                  entry.isMean) && (
+                  <ReferenceLine
+                    key={`line-${index}`}
+                    x={entry.errorRate}
+                    stroke={
+                      entry.isMean ? 'red' : entry.isMedian ? 'blue' : '#666'
+                    }
+                    label={{
+                      value: entry.isMean
+                        ? t('shared.generic.mean')
+                        : entry.isMedian
+                          ? t('shared.generic.median')
+                          : entry.isQ1
+                            ? 'Q1'
+                            : 'Q3',
+                      position: 'top',
+                      fill: entry.isMean
+                        ? 'red'
+                        : entry.isMedian
+                          ? 'blue'
+                          : '#666',
+                    }}
+                  />
+                )
+            )}
+          </BarChart>
+        </ResponsiveContainer>
+        <DataTable
+          isPaginated
+          isResetSortingEnabled
+          columns={[
+            {
+              accessorKey: 'student',
+              header: t('shared.generic.student'),
+            },
+            {
+              accessorKey: 'totalErrorRate',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.totalErrorRate')}
+                  />
+                )
+              },
+              cell: ({ row }: any) =>
+                `${Math.round(parseFloat(row.getValue('totalErrorRate')) * 100)} %`,
+            },
+            {
+              accessorKey: 'firstErrorRate',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.firstAttempt')}
+                  />
+                )
+              },
+              cell: ({ row }: any) =>
+                `${Math.round(parseFloat(row.getValue('firstErrorRate')) * 100)} %`,
+            },
+            {
+              accessorKey: 'lastErrorRate',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.lastAttempt')}
+                  />
+                )
+              },
+              cell: ({ row }: any) =>
+                `${Math.round(parseFloat(row.getValue('lastErrorRate')) * 100)} %`,
+            },
+            {
+              accessorKey: 'performanceLevelNumber',
+              header: ({ column }: any) => {
+                return (
+                  <TableSortingButton
+                    column={column}
+                    title={t('manage.analytics.performanceLevel')}
+                  />
+                )
+              },
+              cell: ({ row }: any) => (
+                <LevelTag level={row.getValue('performanceLevelNumber')} />
+              ),
+            },
+          ]}
+          data={participantPerformance.map((entry, ix) => ({
+            ...entry,
+            student: t('manage.analytics.studentN', { number: ix + 1 }),
+            performanceLevelNumber:
+              entry.totalPerformance === PerformanceLevel.High
+                ? 3
+                : entry.totalPerformance === PerformanceLevel.Medium
+                  ? 2
+                  : 1,
+          }))}
+          csvFilename={`${courseName.replace(' ', '-')}_participant_performance`}
+          className={{
+            tableHeader: 'h-7 p-2',
+            tableCell: 'h-7 p-2',
+          }}
+        />
+      </div>
+    </div>
+  )
+}
+
+export default TotalStudentPerformancePlot
diff --git a/apps/frontend-manage/src/components/analytics/performance/useTotalStudentPerformanceHistogram.ts b/apps/frontend-manage/src/components/analytics/performance/useTotalStudentPerformanceHistogram.ts
new file mode 100644
index 0000000000..ec3bb280bd
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/useTotalStudentPerformanceHistogram.ts
@@ -0,0 +1,37 @@
+import { ParticipantPerformance } from '@klicker-uzh/graphql/dist/ops'
+import { useMemo } from 'react'
+import computeHistogramStatistics from '../computeHistogramStatistics'
+
+function useTotalStudentPerformanceHistogram({
+  participantPerformance,
+}: {
+  participantPerformance: ParticipantPerformance[]
+}) {
+  return useMemo(() => {
+    const totalErrorRates = participantPerformance.map(
+      (p) => p.totalErrorRate * 100
+    )
+    const histogram = new Array(101).fill(0)
+    totalErrorRates.forEach((errorRate) => {
+      histogram[Math.floor(errorRate)]++
+    })
+    const stats = computeHistogramStatistics(totalErrorRates)
+
+    return histogram.map((count, errorRate) => ({
+      errorRate: errorRate,
+      count,
+      color:
+        errorRate < stats.q1
+          ? 'rgba(0, 180, 0, 0.8)'
+          : errorRate > stats.q3
+            ? 'rgba(220, 0, 0, 0.8)'
+            : '#FFD700',
+      isQ1: errorRate === Math.floor(stats.q1),
+      isQ3: errorRate === Math.floor(stats.q3),
+      isMedian: errorRate === Math.floor(stats.median),
+      isMean: errorRate === Math.floor(stats.mean),
+    }))
+  }, [participantPerformance])
+}
+
+export default useTotalStudentPerformanceHistogram
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
index 3e99810923..c01c10067c 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
@@ -9,6 +9,7 @@ import AnalyticsLoadingView from '~/components/analytics/AnalyticsLoadingView'
 import ActivityProgressPlot from '~/components/analytics/performance/ActivityProgressPlot'
 import PerformanceAnalyticsNavigation from '~/components/analytics/performance/PerformanceAnalyticsNavigation'
 import PerformanceRates from '~/components/analytics/performance/PerformanceRates'
+import TotalStudentPerformancePlot from '~/components/analytics/performance/TotalStudentPerformancePlot'
 import Layout from '~/components/Layout'
 
 function PerformanceDashboard() {
@@ -67,6 +68,10 @@ function PerformanceDashboard() {
             activityProgresses={course.activityProgresses}
             participants={course.totalParticipants}
           />
+          <TotalStudentPerformancePlot
+            courseName={course.name}
+            participantPerformance={course.participantPerformances}
+          />
         </div>
       </div>
     </Layout>
diff --git a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
index e2553487bc..57c699e19b 100644
--- a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
+++ b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
@@ -43,5 +43,15 @@ query GetCoursePerformanceAnalytics($courseId: String!) {
         correctRate
       }
     }
+    participantPerformances {
+      __typename
+      id
+      firstErrorRate
+      firstPerformance
+      lastErrorRate
+      lastPerformance
+      totalErrorRate
+      totalPerformance
+    }
   }
 }
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 93afd0fec3..8477949512 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -3721,6 +3721,30 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "participantPerformances",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ParticipantPerformance",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "totalParticipants",
             "description": null,
@@ -18159,6 +18183,130 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ParticipantPerformance",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "firstErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstPerformance",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "PerformanceLevel",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastPerformance",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "PerformanceLevel",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalPerformance",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "PerformanceLevel",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ParticipantTokenData",
@@ -18359,6 +18507,36 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "ENUM",
+        "name": "PerformanceLevel",
+        "description": null,
+        "isOneOf": null,
+        "fields": null,
+        "inputFields": null,
+        "interfaces": null,
+        "enumValues": [
+          {
+            "name": "HIGH",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "LOW",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "MEDIUM",
+            "description": null,
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "PerformanceRates",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index 63264f4878..664d98ff28 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -363,6 +363,7 @@ export type CoursePerformanceAnalytics = {
   activityProgresses: Array<ActivityProgress>;
   instancePerformances: Array<InstancePerformance>;
   name: Scalars['String']['output'];
+  participantPerformances: Array<ParticipantPerformance>;
   totalParticipants: Scalars['Int']['output'];
 };
 
@@ -1986,6 +1987,17 @@ export type ParticipantLearningData = {
   participation?: Maybe<Participation>;
 };
 
+export type ParticipantPerformance = {
+  __typename?: 'ParticipantPerformance';
+  firstErrorRate: Scalars['Float']['output'];
+  firstPerformance: PerformanceLevel;
+  id: Scalars['Int']['output'];
+  lastErrorRate: Scalars['Float']['output'];
+  lastPerformance: PerformanceLevel;
+  totalErrorRate: Scalars['Float']['output'];
+  totalPerformance: PerformanceLevel;
+};
+
 export type ParticipantTokenData = {
   __typename?: 'ParticipantTokenData';
   participant?: Maybe<Participant>;
@@ -2008,6 +2020,12 @@ export type Participation = {
   subscriptions?: Maybe<Array<PushSubscription>>;
 };
 
+export enum PerformanceLevel {
+  High = 'HIGH',
+  Low = 'LOW',
+  Medium = 'MEDIUM'
+}
+
 export type PerformanceRates = {
   __typename?: 'PerformanceRates';
   correctRate: Scalars['Float']['output'];
@@ -3651,7 +3669,7 @@ export type GetCoursePerformanceAnalyticsQueryVariables = Exact<{
 }>;
 
 
-export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }>, activityPerformances: Array<{ __typename: 'ActivityPerformance', id: number, activityName: string, activityType: ActivityType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, instancePerformances: Array<{ __typename: 'InstancePerformance', id: number, elementName: string, elementType: ElementType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }> } | null };
+export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }>, activityPerformances: Array<{ __typename: 'ActivityPerformance', id: number, activityName: string, activityType: ActivityType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, instancePerformances: Array<{ __typename: 'InstancePerformance', id: number, elementName: string, elementType: ElementType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, participantPerformances: Array<{ __typename: 'ParticipantPerformance', id: number, firstErrorRate: number, firstPerformance: PerformanceLevel, lastErrorRate: number, lastPerformance: PerformanceLevel, totalErrorRate: number, totalPerformance: PerformanceLevel }> } | null };
 
 export type GetCoursePracticeQuizQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
@@ -4168,7 +4186,7 @@ export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definition
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
 export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseOverviewData"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseOverviewData"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"inRandomGroupPool"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participation"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupDeadlinePassed"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"maxGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"preferredGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"awards"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroup"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"level"}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"isMember"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"messages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseOverviewDataQuery, GetCourseOverviewDataQueryVariables>;
-export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instancePerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
+export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instancePerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"totalErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalPerformance"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
 export const GetCoursePracticeQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePracticeQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"coursePracticeQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"FragmentSpread","name":{"kind":"Name","value":"PracticeQuizData"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"PracticeQuizData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"PracticeQuiz"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"resetTimeDays"}},{"kind":"Field","name":{"kind":"Name","value":"availableFrom"}},{"kind":"Field","name":{"kind":"Name","value":"orderType"}},{"kind":"Field","name":{"kind":"Name","value":"numOfStacks"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePracticeQuizQuery, GetCoursePracticeQuizQueryVariables>;
 export const GetCourseRunningLiveQuizzesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseRunningLiveQuizzes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseRunningLiveQuizzes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseRunningLiveQuizzesQuery, GetCourseRunningLiveQuizzesQueryVariables>;
 export const GetCourseSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfParticipations"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLiveQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfPracticeQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfMicroLearnings"}},{"kind":"Field","name":{"kind":"Name","value":"numOfGroupActivities"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLeaderboardEntries"}},{"kind":"Field","name":{"kind":"Name","value":"numOfParticipantGroups"}}]}}]}}]} as unknown as DocumentNode<GetCourseSummaryQuery, GetCourseSummaryQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index 60deca48e9..6d85c97fd3 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -118,7 +118,7 @@
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
    "GetCourseOverviewData": "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77",
-   "GetCoursePerformanceAnalytics": "d82341fc302c871635c494a594f8a2c7d6c428a50c2fc8eae21e6c433237f61b",
+   "GetCoursePerformanceAnalytics": "a81e2165bd384de1ee1227486e6624ebd4f4aaa1dd9470bbfe69daad0386418f",
    "GetCoursePracticeQuiz": "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7",
    "GetCourseRunningLiveQuizzes": "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1",
    "GetCourseSummary": "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index f190aba962..cfc0db3038 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -316,6 +316,7 @@ type CoursePerformanceAnalytics {
   activityProgresses: [ActivityProgress!]!
   instancePerformances: [InstancePerformance!]!
   name: String!
+  participantPerformances: [ParticipantPerformance!]!
   totalParticipants: Int!
 }
 
@@ -1223,6 +1224,16 @@ type ParticipantLearningData {
   participation: Participation
 }
 
+type ParticipantPerformance {
+  firstErrorRate: Float!
+  firstPerformance: PerformanceLevel!
+  id: Int!
+  lastErrorRate: Float!
+  lastPerformance: PerformanceLevel!
+  totalErrorRate: Float!
+  totalPerformance: PerformanceLevel!
+}
+
 type ParticipantTokenData {
   participant: Participant
   participantToken: String
@@ -1242,6 +1253,12 @@ type Participation {
   subscriptions: [PushSubscription!]
 }
 
+enum PerformanceLevel {
+  HIGH
+  LOW
+  MEDIUM
+}
+
 type PerformanceRates {
   correctRate: Float!
   errorRate: Float!
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index c6c2d48db1..43dca0380f 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -118,7 +118,7 @@
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77": "query GetCourseOverviewData($courseId: String!) {\n  getCourseOverviewData(courseId: $courseId) {\n    id\n    inRandomGroupPool\n    participant {\n      id\n      avatar\n      username\n      xp\n      level\n      participantGroups {\n        id\n        __typename\n      }\n      __typename\n    }\n    participation {\n      id\n      isActive\n      __typename\n    }\n    course {\n      id\n      displayName\n      color\n      description\n      isGamificationEnabled\n      groupDeadlineDate\n      isGroupDeadlinePassed\n      isGroupCreationEnabled\n      maxGroupSize\n      preferredGroupSize\n      awards {\n        id\n        order\n        type\n        displayName\n        description\n        participant {\n          id\n          username\n          avatar\n          __typename\n        }\n        participantGroup {\n          id\n          name\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    leaderboard {\n      id\n      participantId\n      username\n      avatar\n      score\n      isSelf\n      rank\n      level\n      __typename\n    }\n    leaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    groupLeaderboard {\n      id\n      name\n      score\n      rank\n      isMember\n      __typename\n    }\n    groupLeaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    __typename\n  }\n  participantGroups(courseId: $courseId) {\n    id\n    name\n    code\n    averageMemberScore\n    groupActivityScore\n    score\n    messages {\n      id\n      content\n      participant {\n        id\n        username\n        avatar\n        __typename\n      }\n      createdAt\n      updatedAt\n      __typename\n    }\n    participants {\n      id\n      username\n      avatar\n      score\n      isSelf\n      level\n      rank\n      __typename\n    }\n    __typename\n  }\n}",
-   "d82341fc302c871635c494a594f8a2c7d6c428a50c2fc8eae21e6c433237f61b": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    activityPerformances {\n      __typename\n      id\n      activityName\n      activityType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    instancePerformances {\n      __typename\n      id\n      elementName\n      elementType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    __typename\n  }\n}",
+   "a81e2165bd384de1ee1227486e6624ebd4f4aaa1dd9470bbfe69daad0386418f": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    activityPerformances {\n      __typename\n      id\n      activityName\n      activityType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    instancePerformances {\n      __typename\n      id\n      elementName\n      elementType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    participantPerformances {\n      __typename\n      id\n      firstErrorRate\n      firstPerformance\n      lastErrorRate\n      lastPerformance\n      totalErrorRate\n      totalPerformance\n    }\n    __typename\n  }\n}",
    "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7": "fragment PracticeQuizData on PracticeQuiz {\n  id\n  status\n  name\n  displayName\n  description\n  pointsMultiplier\n  resetTimeDays\n  availableFrom\n  orderType\n  numOfStacks\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementData\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetCoursePracticeQuiz($courseId: String!) {\n  coursePracticeQuiz(courseId: $courseId) {\n    ...PracticeQuizData\n    __typename\n  }\n}",
    "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1": "query GetCourseRunningLiveQuizzes($courseId: String!) {\n  getCourseRunningLiveQuizzes(courseId: $courseId) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
    "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571": "query GetCourseSummary($courseId: String!) {\n  getCourseSummary(courseId: $courseId) {\n    numOfParticipations\n    numOfLiveQuizzes\n    numOfPracticeQuizzes\n    numOfMicroLearnings\n    numOfGroupActivities\n    numOfLeaderboardEntries\n    numOfParticipantGroups\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index 619289a6e2..0dbdb6122b 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -3,6 +3,7 @@ import {
   ActivityPerformance as ActivityPerformanceType,
   ActivityType as ActivityTypeEnum,
   InstancePerformance as InstancePerformanceType,
+  ParticipantPerformance as ParticipantPerformanceType,
   PerformanceRates as PerformanceRatesType,
 } from '@klicker-uzh/types'
 import builder from '../builder.js'
@@ -16,6 +17,10 @@ export const ActivityType = builder.enumType('ActivityType', {
   values: Object.values(ActivityTypeEnum),
 })
 
+export const PerformanceLevel = builder.enumType('PerformanceLevel', {
+  values: Object.values(DB.PerformanceLevel),
+})
+
 // ------ Activity Analytics ------
 // #region
 export const ElementFeedbackRef =
@@ -205,12 +210,34 @@ export const InstancePerformance = builder.objectType(InstancePerformanceRef, {
   }),
 })
 
+export const ParticipantPerformanceRef =
+  builder.objectRef<ParticipantPerformanceType>('ParticipantPerformance')
+export const ParticipantPerformance = builder.objectType(
+  ParticipantPerformanceRef,
+  {
+    fields: (t) => ({
+      id: t.exposeInt('id'),
+      firstErrorRate: t.exposeFloat('firstErrorRate'),
+      firstPerformance: t.expose('firstPerformance', {
+        type: PerformanceLevel,
+      }),
+      lastErrorRate: t.exposeFloat('lastErrorRate'),
+      lastPerformance: t.expose('lastPerformance', { type: PerformanceLevel }),
+      totalErrorRate: t.exposeFloat('totalErrorRate'),
+      totalPerformance: t.expose('totalPerformance', {
+        type: PerformanceLevel,
+      }),
+    }),
+  }
+)
+
 interface ICoursePerformanceAnalytics {
   name: string
   totalParticipants: number
   activityProgresses: IActivityProgress[]
   activityPerformances: ActivityPerformanceType[]
   instancePerformances: InstancePerformanceType[]
+  participantPerformances: ParticipantPerformanceType[]
 }
 export const CoursePerformanceAnalyticsRef =
   builder.objectRef<ICoursePerformanceAnalytics>('CoursePerformanceAnalytics')
@@ -229,6 +256,9 @@ export const CoursePerformanceAnalytics = builder.objectType(
       instancePerformances: t.expose('instancePerformances', {
         type: [InstancePerformance],
       }),
+      participantPerformances: t.expose('participantPerformances', {
+        type: [ParticipantPerformance],
+      }),
     }),
   }
 )
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index bd912c7af7..bcfbe11088 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -141,6 +141,7 @@ export async function getCoursePerformanceAnalytics(
         },
         orderBy: { scheduledStartAt: 'desc' },
       },
+      participantPerformances: true,
     },
   })
 
@@ -266,5 +267,6 @@ export async function getCoursePerformanceAnalytics(
     activityProgresses,
     activityPerformances,
     instancePerformances,
+    participantPerformances: course.participantPerformances,
   }
 }
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 018ccd508f..a99e0c3aa3 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1854,9 +1854,9 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       activeDaysPerWeek: 'Aktive Tage pro Woche',
       meanElementsPerDay: 'Durchschnittliche Elemente pro Tag',
       activityLevel: 'Aktivitätslevel',
-      activityLevelHigh: 'HOCH',
-      activityLevelMedium: 'MITTEL',
-      activityLevelLow: 'TIEF',
+      levelHigh: 'HOCH',
+      levelMedium: 'MITTEL',
+      levelLow: 'TIEF',
       asynchronousActivityProgress: 'Fortschritt in asynchronen Aktivitäten',
       started: 'Gestartet',
       completed: 'Abgeschlossen',
@@ -1882,6 +1882,12 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       searchPlaceholder: 'Suche...',
       activityNameLabel: 'Aktivitätsname',
       elementNameLabel: 'Elementname',
+      overallStudentPerformance:
+        'Gesamtleistung der Studierenden (Fehlerraten)',
+      totalErrorRate: 'Totale Fehlerrate',
+      firstAttempt: 'Erster Lösungsversuch',
+      lastAttempt: 'Letzter Lösungsversuch',
+      performanceLevel: 'Leistungslevel',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index b795143f75..ee76ebff8a 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1842,9 +1842,9 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       activeDaysPerWeek: 'Active Days per Week',
       meanElementsPerDay: 'Mean Elements per Day',
       activityLevel: 'Activity Level',
-      activityLevelHigh: 'HIGH',
-      activityLevelMedium: 'MEDIUM',
-      activityLevelLow: 'LOW',
+      levelHigh: 'HIGH',
+      levelMedium: 'MEDIUM',
+      levelLow: 'LOW',
       asynchronousActivityProgress: 'Asynchronous Activity Progress',
       started: 'Started',
       completed: 'Completed',
@@ -1869,6 +1869,11 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       searchPlaceholder: 'Search...',
       activityNameLabel: 'Activity Name',
       elementNameLabel: 'Element Name',
+      overallStudentPerformance: 'Overall Student Performance (Error Rates)',
+      totalErrorRate: 'Total Error Rate',
+      firstAttempt: 'First Attempt',
+      lastAttempt: 'Last Attempt',
+      performanceLevel: 'Performance Level',
     },
   },
   control: {
diff --git a/packages/types/src/index.ts b/packages/types/src/index.ts
index 1ee7462eec..b2d818de2c 100644
--- a/packages/types/src/index.ts
+++ b/packages/types/src/index.ts
@@ -1,4 +1,8 @@
-import type { Element, ElementType } from '@klicker-uzh/prisma'
+import type {
+  Element,
+  ElementType,
+  PerformanceLevel,
+} from '@klicker-uzh/prisma'
 
 export type ElementKeys = keyof Element
 
@@ -390,4 +394,14 @@ export type InstancePerformance = {
   elementType: ElementType
   rates: PerformanceRates
 }
+
+export type ParticipantPerformance = {
+  id: number
+  firstErrorRate: number
+  firstPerformance: PerformanceLevel
+  lastErrorRate: number
+  lastPerformance: PerformanceLevel
+  totalErrorRate: number
+  totalPerformance: PerformanceLevel
+}
 // #endregion

From 990cd6f7031ce03a5a4aab45c83efc09d4b907b9 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Fri, 20 Dec 2024 12:34:20 +0100
Subject: [PATCH 23/38] enhance(apps/analytics): add overview of element
 feedbacks on activities and instances (#4401)

---
 .../ActivitiesElementsSwitch.tsx              |   0
 ...yTypeFilter.tsx => ActivityTypeFilter.tsx} |   6 +-
 .../analytics/AnalyticsErrorView.tsx          |   2 +-
 .../analytics/AnalyticsLoadingView.tsx        |   2 +-
 ...archField.tsx => AnalyticsSearchField.tsx} |   8 +-
 ...ntTypeFilter.tsx => ElementTypeFilter.tsx} |   4 +-
 .../analytics/StackedBarChartLabel.tsx        |  29 ++
 .../ActivityInstanceFeedbacksPlot.tsx         | 179 ++++++++++
 .../performance/ElementFeedbackBarChart.tsx   |  68 ++++
 .../performance/PerformanceRates.tsx          |  20 +-
 .../performance/PerformanceRatesBarChart.tsx  |  33 +-
 .../performance/useElementFeedbackFilters.ts  |  84 +++++
 .../performance/useElementFeedbackSearch.ts   |  28 ++
 .../quiz/QuizAnalyticsNavigation.tsx          |  16 +
 .../pages/analytics/[courseId]/activity.tsx   |  16 +-
 .../analytics/[courseId]/performance.tsx      |  19 +-
 .../pages/analytics/[courseId]/quizzes.tsx    |  62 +++-
 .../src/pages/analytics/index.tsx             |   6 +-
 .../src/pages/course/[courseId]/index.tsx     |   2 +-
 .../[courseId]/microlearning/[id]/[ix].tsx    |   2 +-
 .../microlearning/[id]/evaluation.tsx         |   6 +-
 .../[courseId]/microlearning/[id]/index.tsx   |   6 +-
 .../group/[groupId]/activity/[activityId].tsx |   2 +-
 apps/frontend-pwa/src/pages/index.tsx         |   2 +-
 .../QGetCoursePerformanceAnalytics.graphql    |  19 +
 packages/graphql/src/ops.schema.json          | 280 +++++++++++++++
 packages/graphql/src/ops.ts                   |  27 +-
 packages/graphql/src/public/client.json       |   2 +-
 packages/graphql/src/public/schema.graphql    |  21 ++
 packages/graphql/src/public/server.json       |   2 +-
 packages/graphql/src/schema/analytics.ts      |  37 ++
 packages/graphql/src/services/analytics.ts    | 332 +++++++++++++++---
 packages/i18n/messages/de.ts                  |   3 +
 packages/i18n/messages/en.ts                  |   3 +
 packages/types/src/index.ts                   |  19 +
 35 files changed, 1200 insertions(+), 147 deletions(-)
 rename apps/frontend-manage/src/components/analytics/{performance => }/ActivitiesElementsSwitch.tsx (100%)
 rename apps/frontend-manage/src/components/analytics/{performance/PerformanceActivityTypeFilter.tsx => ActivityTypeFilter.tsx} (85%)
 rename apps/frontend-manage/src/components/analytics/{performance/PerformanceSearchField.tsx => AnalyticsSearchField.tsx} (82%)
 rename apps/frontend-manage/src/components/analytics/{performance/PerformanceElementTypeFilter.tsx => ElementTypeFilter.tsx} (91%)
 create mode 100644 apps/frontend-manage/src/components/analytics/StackedBarChartLabel.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/ElementFeedbackBarChart.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/useElementFeedbackFilters.ts
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/useElementFeedbackSearch.ts
 create mode 100644 apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx

diff --git a/apps/frontend-manage/src/components/analytics/performance/ActivitiesElementsSwitch.tsx b/apps/frontend-manage/src/components/analytics/ActivitiesElementsSwitch.tsx
similarity index 100%
rename from apps/frontend-manage/src/components/analytics/performance/ActivitiesElementsSwitch.tsx
rename to apps/frontend-manage/src/components/analytics/ActivitiesElementsSwitch.tsx
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceActivityTypeFilter.tsx b/apps/frontend-manage/src/components/analytics/ActivityTypeFilter.tsx
similarity index 85%
rename from apps/frontend-manage/src/components/analytics/performance/PerformanceActivityTypeFilter.tsx
rename to apps/frontend-manage/src/components/analytics/ActivityTypeFilter.tsx
index 8431dc7884..eeb61852b9 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceActivityTypeFilter.tsx
+++ b/apps/frontend-manage/src/components/analytics/ActivityTypeFilter.tsx
@@ -3,12 +3,12 @@ import { SelectField } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { Dispatch, SetStateAction } from 'react'
 
-function PerformanceActivityTypeFilter({
+function ActivityTypeFilter({
   activityType,
   setActivityType,
 }: {
   activityType: ActivityType | 'all'
-  setActivityType: Dispatch<SetStateAction<'all' | ActivityType>>
+  setActivityType: Dispatch<SetStateAction<ActivityType | 'all'>>
 }) {
   const t = useTranslations()
 
@@ -33,4 +33,4 @@ function PerformanceActivityTypeFilter({
   )
 }
 
-export default PerformanceActivityTypeFilter
+export default ActivityTypeFilter
diff --git a/apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx b/apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx
index 43f9ce66ad..be06c88933 100644
--- a/apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx
+++ b/apps/frontend-manage/src/components/analytics/AnalyticsErrorView.tsx
@@ -1,7 +1,7 @@
 import { H1, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import React from 'react'
-import Layout from '~/components/Layout'
+import Layout from '../Layout'
 
 function AnalyticsErrorView({
   title,
diff --git a/apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx b/apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx
index 4cbcf71545..021649faba 100644
--- a/apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx
+++ b/apps/frontend-manage/src/components/analytics/AnalyticsLoadingView.tsx
@@ -1,6 +1,6 @@
 import Loader from '@klicker-uzh/shared-components/src/Loader'
 import { useTranslations } from 'next-intl'
-import Layout from '~/components/Layout'
+import Layout from '../Layout'
 
 function AnalyticsLoadingView({
   title,
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceSearchField.tsx b/apps/frontend-manage/src/components/analytics/AnalyticsSearchField.tsx
similarity index 82%
rename from apps/frontend-manage/src/components/analytics/performance/PerformanceSearchField.tsx
rename to apps/frontend-manage/src/components/analytics/AnalyticsSearchField.tsx
index 6776c6f55b..f062ecb2ec 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceSearchField.tsx
+++ b/apps/frontend-manage/src/components/analytics/AnalyticsSearchField.tsx
@@ -1,17 +1,17 @@
 import { TextField } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 
-interface PerformanceSearchFieldProps {
+interface AnalyticsSearchFieldProps {
   type: 'activity' | 'instance'
   value: string
   onChange: (value: string) => void
 }
 
-function PerformanceSearchField({
+function AnalyticsSearchField({
   type,
   value,
   onChange,
-}: PerformanceSearchFieldProps) {
+}: AnalyticsSearchFieldProps) {
   const t = useTranslations()
 
   return (
@@ -31,4 +31,4 @@ function PerformanceSearchField({
   )
 }
 
-export default PerformanceSearchField
+export default AnalyticsSearchField
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceElementTypeFilter.tsx b/apps/frontend-manage/src/components/analytics/ElementTypeFilter.tsx
similarity index 91%
rename from apps/frontend-manage/src/components/analytics/performance/PerformanceElementTypeFilter.tsx
rename to apps/frontend-manage/src/components/analytics/ElementTypeFilter.tsx
index 6bd9340da7..9b40af2508 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceElementTypeFilter.tsx
+++ b/apps/frontend-manage/src/components/analytics/ElementTypeFilter.tsx
@@ -3,7 +3,7 @@ import { SelectField } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { Dispatch, SetStateAction } from 'react'
 
-function PerformanceElementTypeFilter({
+function ElementTypeFilter({
   elementType,
   setElementType,
 }: {
@@ -29,4 +29,4 @@ function PerformanceElementTypeFilter({
   )
 }
 
-export default PerformanceElementTypeFilter
+export default ElementTypeFilter
diff --git a/apps/frontend-manage/src/components/analytics/StackedBarChartLabel.tsx b/apps/frontend-manage/src/components/analytics/StackedBarChartLabel.tsx
new file mode 100644
index 0000000000..123edc2b14
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/StackedBarChartLabel.tsx
@@ -0,0 +1,29 @@
+function StackedBarChartLabel({
+  value,
+  x,
+  width,
+  y,
+  height,
+}: {
+  value: number
+  x: number
+  y: number
+  width: number
+  height: number
+}) {
+  return (
+    <text
+      x={x + width / 2}
+      y={y + height / 2 + 1}
+      fill="white"
+      fontSize={14}
+      textAnchor="middle"
+      dominantBaseline="middle"
+      className="font-bold"
+    >
+      {value} %
+    </text>
+  )
+}
+
+export default StackedBarChartLabel
diff --git a/apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx b/apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx
new file mode 100644
index 0000000000..b14e832dea
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx
@@ -0,0 +1,179 @@
+import { faX } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import {
+  ActivityFeedback,
+  ActivityType,
+  ElementType,
+  InstanceFeedback,
+} from '@klicker-uzh/graphql/dist/ops'
+import { Button, H2, UserNotification } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { useState } from 'react'
+import { Legend } from 'recharts'
+import ActivitiesElementsSwitch from '../ActivitiesElementsSwitch'
+import ActivityTypeFilter from '../ActivityTypeFilter'
+import AnalyticsSearchField from '../AnalyticsSearchField'
+import ElementTypeFilter from '../ElementTypeFilter'
+import ElementFeedbackBarChart from './ElementFeedbackBarChart'
+import useElementFeedbackFilters from './useElementFeedbackFilters'
+import useElementFeedbackSearch from './useElementFeedbackSearch'
+
+function ActivityInstanceFeedbacksPlot({
+  instanceFeedbacks,
+  activityFeedbacks,
+}: {
+  instanceFeedbacks: InstanceFeedback[]
+  activityFeedbacks: ActivityFeedback[]
+}) {
+  const t = useTranslations()
+  const chartColors = {
+    upvotes: '#064e3b',
+    downvotes: '#cc0000',
+  }
+
+  const defaultFilters = {
+    type: 'activity' as 'activity' | 'instance',
+    activityType: 'all' as ActivityType | 'all',
+    elementType: 'all' as ElementType | 'all',
+    searchTerm: '',
+  }
+
+  // filtering of element feedbacks
+  const [type, setType] = useState<'activity' | 'instance'>(defaultFilters.type)
+  const [activityType, setActivityType] = useState<ActivityType | 'all'>(
+    defaultFilters.activityType
+  )
+  const [elementType, setElementType] = useState<ElementType | 'all'>(
+    defaultFilters.elementType
+  )
+  const [activitySearchTerm, setActivitySearch] = useState<string>(
+    defaultFilters.searchTerm
+  )
+  const [instanceSearchTerm, setInstanceSearch] = useState<string>(
+    defaultFilters.searchTerm
+  )
+
+  // setup search
+  const { activitySearch, instanceSearch } = useElementFeedbackSearch({
+    activityFeedbacks,
+    instanceFeedbacks,
+  })
+
+  // apply filters and search term to feedbacks
+  const entries = useElementFeedbackFilters({
+    type,
+    activityFeedbacks,
+    instanceFeedbacks,
+    activityType,
+    elementType,
+    activitySearchTerm,
+    instanceSearchTerm,
+    activitySearch,
+    instanceSearch,
+  })
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <div className="flex flex-row items-center justify-between">
+        <div className="mb-2 flex flex-row gap-8">
+          <H2>{t('manage.analytics.negativeFeedbackOverview')}</H2>
+          <ActivitiesElementsSwitch type={type} setType={setType} />
+        </div>
+        <Button
+          className={{
+            root: 'py-0.25 flex h-8 flex-row items-center gap-2 px-2',
+          }}
+          disabled={
+            type === defaultFilters.type &&
+            activityType === defaultFilters.activityType &&
+            elementType === defaultFilters.elementType &&
+            activitySearchTerm === defaultFilters.searchTerm &&
+            instanceSearchTerm === defaultFilters.searchTerm
+          }
+          onClick={() => {
+            setType(defaultFilters.type)
+            setActivityType(defaultFilters.activityType)
+            setElementType(defaultFilters.elementType)
+            setActivitySearch('')
+            setInstanceSearch('')
+          }}
+        >
+          <FontAwesomeIcon icon={faX} />
+          <div>{t('manage.analytics.resetSelectors')}</div>
+        </Button>
+      </div>
+      {type === 'activity' ? (
+        <div className="flex flex-row items-center gap-8">
+          <ActivityTypeFilter
+            activityType={activityType}
+            setActivityType={setActivityType}
+          />
+          <AnalyticsSearchField
+            type={type}
+            value={activitySearchTerm}
+            onChange={(value) => setActivitySearch(value)}
+          />
+        </div>
+      ) : (
+        <div className="flex flex-row items-center gap-8">
+          <ElementTypeFilter
+            elementType={elementType}
+            setElementType={setElementType}
+          />
+          <AnalyticsSearchField
+            type={type}
+            value={instanceSearchTerm}
+            onChange={(value) => setInstanceSearch(value)}
+          />
+        </div>
+      )}
+      {entries.length > 0 ? (
+        <div className="relative">
+          <Legend
+            payload={[
+              {
+                value: t('manage.analytics.downvotes'),
+                color: chartColors.downvotes,
+                type: 'rect',
+              },
+              {
+                value: t('manage.analytics.upvotes'),
+                color: chartColors.upvotes,
+                type: 'rect',
+              },
+            ]}
+            wrapperStyle={{ top: 0, right: 0 }}
+          />
+          <div className="flex flex-col pt-6">
+            {entries.length > 0 && (
+              <div className="max-h-[13rem] overflow-y-scroll">
+                {entries.map((feedback) => (
+                  <ElementFeedbackBarChart
+                    key={`upvotes-${feedback.id}`}
+                    title={
+                      feedback.__typename === 'ActivityFeedback'
+                        ? feedback.activityName
+                        : feedback.__typename === 'InstanceFeedback'
+                          ? feedback.instanceName
+                          : ''
+                    }
+                    feedback={feedback}
+                    colors={chartColors}
+                  />
+                ))}
+              </div>
+            )}
+          </div>
+        </div>
+      ) : (
+        <UserNotification
+          type="info"
+          message={t('manage.analytics.noEntriesManageFilters')}
+          className={{ root: 'mt-4' }}
+        />
+      )}
+    </div>
+  )
+}
+
+export default ActivityInstanceFeedbacksPlot
diff --git a/apps/frontend-manage/src/components/analytics/performance/ElementFeedbackBarChart.tsx b/apps/frontend-manage/src/components/analytics/performance/ElementFeedbackBarChart.tsx
new file mode 100644
index 0000000000..474bbff4b9
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/ElementFeedbackBarChart.tsx
@@ -0,0 +1,68 @@
+import {
+  ActivityFeedback,
+  InstanceFeedback,
+} from '@klicker-uzh/graphql/dist/ops'
+import { Bar, BarChart, ResponsiveContainer, XAxis, YAxis } from 'recharts'
+import StackedBarChartLabel from '../StackedBarChartLabel'
+
+interface ElementFeedbackBarChartProps {
+  title: string
+  feedback: InstanceFeedback | ActivityFeedback
+  colors: {
+    downvotes: string
+    upvotes: string
+  }
+}
+
+function ElementFeedbackBarChart({
+  title,
+  feedback,
+  colors,
+}: ElementFeedbackBarChartProps) {
+  const downvotesPercentage = Math.round(feedback.downvoteRate * 100)
+  const upvotesPercentage = Math.round(feedback.upvoteRate * 100)
+
+  return (
+    <div className="flex h-8 items-center gap-4">
+      <div className="w-48 overflow-hidden overflow-ellipsis whitespace-nowrap">
+        {title}
+      </div>
+      <div className="flex-1">
+        <ResponsiveContainer width="100%" height={35}>
+          <BarChart data={[feedback]} layout="vertical">
+            <XAxis type="number" domain={[0, 1]} hide />
+            <YAxis type="category" hide />
+            {downvotesPercentage > 0 && (
+              <Bar
+                dataKey="downvoteRate"
+                stackId="1"
+                fill={colors.downvotes}
+                label={(props) => (
+                  <StackedBarChartLabel
+                    {...props}
+                    value={downvotesPercentage}
+                  />
+                )}
+              />
+            )}
+            {upvotesPercentage > 0 && (
+              <Bar
+                dataKey="upvoteRate"
+                stackId="1"
+                fill={colors.upvotes}
+                label={(props) => (
+                  <StackedBarChartLabel {...props} value={upvotesPercentage} />
+                )}
+              />
+            )}
+          </BarChart>
+        </ResponsiveContainer>
+      </div>
+      <div className="mr-2.5 text-sm text-gray-500">
+        (N = {feedback.feedbackCount})
+      </div>
+    </div>
+  )
+}
+
+export default ElementFeedbackBarChart
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
index 82d0d14b0b..9b467cdd7b 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
@@ -12,12 +12,12 @@ import { Button, H2, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { useState } from 'react'
 import { Legend } from 'recharts'
-import ActivitiesElementsSwitch from './ActivitiesElementsSwitch'
-import PerformanceActivityTypeFilter from './PerformanceActivityTypeFilter'
+import ActivitiesElementsSwitch from '../ActivitiesElementsSwitch'
+import ActivityTypeFilter from '../ActivityTypeFilter'
+import AnalyticsSearchField from '../AnalyticsSearchField'
+import ElementTypeFilter from '../ElementTypeFilter'
 import PerformanceAttemptsFilter from './PerformanceAttemptsFilter'
-import PerformanceElementTypeFilter from './PerformanceElementTypeFilter'
 import PerformanceRatesBarChart from './PerformanceRatesBarChart'
-import PerformanceSearchField from './PerformanceSearchField'
 
 interface PerformanceRatesProps {
   activityPerformances: ActivityPerformance[]
@@ -79,7 +79,9 @@ function PerformanceRates({
           <ActivitiesElementsSwitch type={type} setType={setType} />
         </div>
         <Button
-          className={{ root: 'flex h-8 flex-row items-center gap-2' }}
+          className={{
+            root: 'py-0.25 flex h-8 flex-row items-center gap-2 px-2',
+          }}
           disabled={
             type === defaultFilters.type &&
             attemptsType === defaultFilters.attemptsType &&
@@ -105,11 +107,11 @@ function PerformanceRates({
             attemptsType={attemptsType}
             setAttemptsType={setAttemptsType}
           />
-          <PerformanceActivityTypeFilter
+          <ActivityTypeFilter
             activityType={activityType}
             setActivityType={setActivityType}
           />
-          <PerformanceSearchField
+          <AnalyticsSearchField
             type={type}
             value={activitySearch}
             onChange={(value) => setActivitySearch(value)}
@@ -121,11 +123,11 @@ function PerformanceRates({
             attemptsType={attemptsType}
             setAttemptsType={setAttemptsType}
           />
-          <PerformanceElementTypeFilter
+          <ElementTypeFilter
             elementType={elementType}
             setElementType={setElementType}
           />
-          <PerformanceSearchField
+          <AnalyticsSearchField
             type={type}
             value={instanceSearch}
             onChange={(value) => setInstanceSearch(value)}
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
index 6c85a96c38..0db13dee3f 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
@@ -1,30 +1,5 @@
 import { Bar, BarChart, ResponsiveContainer, XAxis, YAxis } from 'recharts'
-
-const BarLabel = ({
-  value,
-  x,
-  width,
-  y,
-  height,
-}: {
-  value: number
-  x: number
-  y: number
-  width: number
-  height: number
-}) => (
-  <text
-    x={x + width / 2}
-    y={y + height / 2 + 1}
-    fill="white"
-    fontSize={14}
-    textAnchor="middle"
-    dominantBaseline="middle"
-    className="font-bold"
-  >
-    {value} %
-  </text>
-)
+import StackedBarChartLabel from '../StackedBarChartLabel'
 
 interface PerformanceRatesBarChartProps {
   title: string
@@ -61,7 +36,7 @@ function PerformanceRatesBarChart({
                 stackId="1"
                 fill={colors.incorrect}
                 label={(props) => (
-                  <BarLabel {...props} value={roundedErrorRate} />
+                  <StackedBarChartLabel {...props} value={roundedErrorRate} />
                 )}
               />
             )}
@@ -71,7 +46,7 @@ function PerformanceRatesBarChart({
                 stackId="1"
                 fill={colors.partial}
                 label={(props) => (
-                  <BarLabel {...props} value={roundedPartialRate} />
+                  <StackedBarChartLabel {...props} value={roundedPartialRate} />
                 )}
               />
             )}
@@ -81,7 +56,7 @@ function PerformanceRatesBarChart({
                 stackId="1"
                 fill={colors.correct}
                 label={(props) => (
-                  <BarLabel {...props} value={roundedCorrectRate} />
+                  <StackedBarChartLabel {...props} value={roundedCorrectRate} />
                 )}
               />
             )}
diff --git a/apps/frontend-manage/src/components/analytics/performance/useElementFeedbackFilters.ts b/apps/frontend-manage/src/components/analytics/performance/useElementFeedbackFilters.ts
new file mode 100644
index 0000000000..d69deef2ea
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/useElementFeedbackFilters.ts
@@ -0,0 +1,84 @@
+import {
+  ActivityFeedback,
+  ActivityType,
+  ElementType,
+  InstanceFeedback,
+} from '@klicker-uzh/graphql/dist/ops'
+import type { Search } from 'js-search'
+import { useMemo } from 'react'
+
+function useElementFeedbackFilters({
+  type,
+  activityFeedbacks,
+  instanceFeedbacks,
+  activityType,
+  elementType,
+  activitySearchTerm,
+  instanceSearchTerm,
+  activitySearch,
+  instanceSearch,
+}: {
+  type: 'activity' | 'instance'
+  activityFeedbacks: ActivityFeedback[]
+  instanceFeedbacks: InstanceFeedback[]
+  activityType: ActivityType | 'all'
+  elementType: ElementType | 'all'
+  activitySearchTerm: string
+  instanceSearchTerm: string
+  activitySearch: Search
+  instanceSearch: Search
+}) {
+  return useMemo(() => {
+    if (type === 'activity') {
+      const rawData = activityFeedbacks
+
+      // filter by activity type
+      const typeFiltered = rawData.filter((feedback) => {
+        if (activityType === 'all') {
+          return true
+        }
+
+        return feedback.activityType === activityType
+      })
+
+      // filter by search word
+      const sanitizedSearchTerm = activitySearchTerm.trim().toLowerCase()
+      if (sanitizedSearchTerm) {
+        return activitySearch.search(sanitizedSearchTerm) as ActivityFeedback[]
+      }
+
+      return typeFiltered
+    } else {
+      const rawData = instanceFeedbacks
+
+      // filter by element type
+      const typeFiltered = rawData.filter((feedback) => {
+        if (elementType === 'all') {
+          return true
+        }
+
+        return feedback.instanceType === elementType
+      })
+
+      // filter by search word
+      const sanitizedSearchTerm = instanceSearchTerm.trim().toLowerCase()
+      if (sanitizedSearchTerm) {
+        return instanceSearch.search(sanitizedSearchTerm) as InstanceFeedback[]
+      }
+
+      return typeFiltered
+    }
+  }, [
+    type,
+    activityFeedbacks,
+    instanceFeedbacks,
+    activitySearchTerm,
+    instanceSearchTerm,
+    activityType,
+    activitySearch,
+    elementType,
+    instanceSearch,
+  ])
+}
+
+export default useElementFeedbackFilters
diff --git a/apps/frontend-manage/src/components/analytics/performance/useElementFeedbackSearch.ts b/apps/frontend-manage/src/components/analytics/performance/useElementFeedbackSearch.ts
new file mode 100644
index 0000000000..28b77a9021
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/useElementFeedbackSearch.ts
@@ -0,0 +1,28 @@
+import {
+  ActivityFeedback,
+  InstanceFeedback,
+} from '@klicker-uzh/graphql/dist/ops'
+import * as JsSearch from 'js-search'
+import { useMemo } from 'react'
+
+function useElementFeedbackSearch({
+  activityFeedbacks,
+  instanceFeedbacks,
+}: {
+  activityFeedbacks: ActivityFeedback[]
+  instanceFeedbacks: InstanceFeedback[]
+}) {
+  return useMemo(() => {
+    const activitySearch = new JsSearch.Search('activityName')
+    activitySearch.addIndex('activityName')
+    activitySearch.addDocuments(activityFeedbacks)
+
+    const instanceSearch = new JsSearch.Search('instanceName')
+    instanceSearch.addIndex('instanceName')
+    instanceSearch.addDocuments(instanceFeedbacks)
+
+    return { activitySearch, instanceSearch }
+  }, [activityFeedbacks, instanceFeedbacks])
+}
+
+export default useElementFeedbackSearch
diff --git a/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
new file mode 100644
index 0000000000..5d18e7eb45
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
@@ -0,0 +1,16 @@
+import ActivityDashboardLabel from '../overview/ActivityDashboardLabel'
+import AnalyticsNavigation from '../overview/AnalyticsNavigation'
+import PerformanceDashboardLabel from '../overview/PerformanceDashboardLabel'
+
+function QuizAnalyticsNavigation({ courseId }: { courseId: string }) {
+  return (
+    <AnalyticsNavigation
+      hrefLeft={`/analytics/${courseId}/performance`}
+      labelLeft={<PerformanceDashboardLabel />}
+      hrefRight={`/analytics/${courseId}/activity`}
+      labelRight={<ActivityDashboardLabel />}
+    />
+  )
+}
+
+export default QuizAnalyticsNavigation
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
index 05c100e804..86117c353b 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
@@ -4,14 +4,14 @@ import { H1 } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
-import ActivityAnalyticsNavigation from '~/components/analytics/activity/ActivityAnalyticsNavigation'
-import DailyActivityPlot from '~/components/analytics/activity/DailyActivityPlot'
-import DailyActivityTimeSeries from '~/components/analytics/activity/DailyActivityTimeSeries'
-import TotalStudentActivityPlot from '~/components/analytics/activity/TotalStudentActivityPlot'
-import WeeklyActivityTimeSeries from '~/components/analytics/activity/WeeklyActivityTimeSeries'
-import AnalyticsErrorView from '~/components/analytics/AnalyticsErrorView'
-import AnalyticsLoadingView from '~/components/analytics/AnalyticsLoadingView'
-import Layout from '~/components/Layout'
+import ActivityAnalyticsNavigation from '../../../components/analytics/activity/ActivityAnalyticsNavigation'
+import DailyActivityPlot from '../../../components/analytics/activity/DailyActivityPlot'
+import DailyActivityTimeSeries from '../../../components/analytics/activity/DailyActivityTimeSeries'
+import TotalStudentActivityPlot from '../../../components/analytics/activity/TotalStudentActivityPlot'
+import WeeklyActivityTimeSeries from '../../../components/analytics/activity/WeeklyActivityTimeSeries'
+import AnalyticsErrorView from '../../../components/analytics/AnalyticsErrorView'
+import AnalyticsLoadingView from '../../../components/analytics/AnalyticsLoadingView'
+import Layout from '../../../components/Layout'
 
 function ActivityDashboard() {
   const t = useTranslations()
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
index c01c10067c..072d55993e 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
@@ -4,13 +4,14 @@ import { H1 } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
-import AnalyticsErrorView from '~/components/analytics/AnalyticsErrorView'
-import AnalyticsLoadingView from '~/components/analytics/AnalyticsLoadingView'
-import ActivityProgressPlot from '~/components/analytics/performance/ActivityProgressPlot'
-import PerformanceAnalyticsNavigation from '~/components/analytics/performance/PerformanceAnalyticsNavigation'
-import PerformanceRates from '~/components/analytics/performance/PerformanceRates'
-import TotalStudentPerformancePlot from '~/components/analytics/performance/TotalStudentPerformancePlot'
-import Layout from '~/components/Layout'
+import AnalyticsErrorView from '../../../components/analytics/AnalyticsErrorView'
+import AnalyticsLoadingView from '../../../components/analytics/AnalyticsLoadingView'
+import ActivityInstanceFeedbacksPlot from '../../../components/analytics/performance/ActivityInstanceFeedbacksPlot'
+import ActivityProgressPlot from '../../../components/analytics/performance/ActivityProgressPlot'
+import PerformanceAnalyticsNavigation from '../../../components/analytics/performance/PerformanceAnalyticsNavigation'
+import PerformanceRates from '../../../components/analytics/performance/PerformanceRates'
+import TotalStudentPerformancePlot from '../../../components/analytics/performance/TotalStudentPerformancePlot'
+import Layout from '../../../components/Layout'
 
 function PerformanceDashboard() {
   const t = useTranslations()
@@ -72,6 +73,10 @@ function PerformanceDashboard() {
             courseName={course.name}
             participantPerformance={course.participantPerformances}
           />
+          <ActivityInstanceFeedbacksPlot
+            instanceFeedbacks={course.instanceFeedbacks}
+            activityFeedbacks={course.activityFeedbacks}
+          />
         </div>
       </div>
     </Layout>
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
index ccc4e5f1ba..ef694d2674 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
@@ -1,27 +1,63 @@
-import { H1, H3 } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
-import ActivityDashboardLabel from '~/components/analytics/overview/ActivityDashboardLabel'
-import AnalyticsNavigation from '~/components/analytics/overview/AnalyticsNavigation'
-import PerformanceDashboardLabel from '~/components/analytics/overview/PerformanceDashboardLabel'
-import Layout from '~/components/Layout'
+import AnalyticsErrorView from '../../../components/analytics/AnalyticsErrorView'
+import AnalyticsLoadingView from '../../../components/analytics/AnalyticsLoadingView'
+import QuizAnalyticsNavigation from '../../../components/analytics/quiz/QuizAnalyticsNavigation'
+import Layout from '../../../components/Layout'
 
 function QuizDashboard() {
   const t = useTranslations()
   const router = useRouter()
+  const courseId = router.query.courseId as string
+
+  // const { data, loading, error } = useQuery(GetCourseQuizAnalyticsDocument, {
+  //   variables: { courseId },
+  //   skip: !courseId,
+  // })
+  const data = null
+  const loading = false
+  const error = false
+  const course = null
+
+  const navigation = <QuizAnalyticsNavigation courseId={courseId} />
+  // const course = data?.getCourseQuizAnalytics
+
+  // loading state
+  if (loading || !courseId) {
+    return (
+      <AnalyticsLoadingView
+        title={t('manage.analytics.quizDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
+
+  // error state
+  if (course === null || typeof course === 'undefined' || error) {
+    return (
+      <AnalyticsErrorView
+        title={t('manage.analytics.quizDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
 
   return (
     <Layout displayName={t('manage.analytics.quizDashboard')}>
-      <AnalyticsNavigation
-        hrefLeft={`/analytics/${router.query.courseId}/performance`}
-        labelLeft={<PerformanceDashboardLabel />}
-        hrefRight={`/analytics/${router.query.courseId}/activity`}
-        labelRight={<ActivityDashboardLabel />}
-      />
+      {navigation}
       <div>
-        <H1>{t('manage.analytics.quizDashboard')}</H1>
-        <H3>Coursename Placeholder</H3>
+        <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
+          {/* <H1 className={{ root: 'mb-0' }}>
+            {t('manage.analytics.quizDashboard')}: {course.name}
+          </H1> */}
+          {/* <div>
+            {t('manage.analytics.totalParticipants', {
+              number: course.totalParticipants,
+            })}
+          </div> */}
+        </div>
+        <div className="flex flex-col gap-4">QUIZ ANALYTICS</div>
       </div>
     </Layout>
   )
diff --git a/apps/frontend-manage/src/pages/analytics/index.tsx b/apps/frontend-manage/src/pages/analytics/index.tsx
index 6b3939824c..b1a0904af8 100644
--- a/apps/frontend-manage/src/pages/analytics/index.tsx
+++ b/apps/frontend-manage/src/pages/analytics/index.tsx
@@ -3,13 +3,11 @@ import { GetUserCoursesDocument } from '@klicker-uzh/graphql/dist/ops'
 import Loader from '@klicker-uzh/shared-components/src/Loader'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
-import { useRouter } from 'next/router'
-import CourseDashboardList from '~/components/analytics/overview/CourseDashboardList'
-import Layout from '~/components/Layout'
+import CourseDashboardList from '../../components/analytics/overview/CourseDashboardList'
+import Layout from '../../components/Layout'
 
 function Analytics() {
   const t = useTranslations()
-  const router = useRouter()
   const { loading: loadingCourses, data: dataCourses } = useQuery(
     GetUserCoursesDocument
   )
diff --git a/apps/frontend-pwa/src/pages/course/[courseId]/index.tsx b/apps/frontend-pwa/src/pages/course/[courseId]/index.tsx
index 30de83e6e6..8a53d1db43 100644
--- a/apps/frontend-pwa/src/pages/course/[courseId]/index.tsx
+++ b/apps/frontend-pwa/src/pages/course/[courseId]/index.tsx
@@ -22,8 +22,8 @@ import Rank2Img from 'public/rank2.svg'
 import Rank3Img from 'public/rank3.svg'
 import { Suspense, useEffect, useState } from 'react'
 import { twMerge } from 'tailwind-merge'
-import SuspendedGroupView from '~/components/course/SuspendedGroupView'
 import Layout from '../../../components/Layout'
+import SuspendedGroupView from '../../../components/course/SuspendedGroupView'
 import LeaveLeaderboardModal from '../../../components/participant/LeaveLeaderboardModal'
 import ParticipantProfileModal from '../../../components/participant/ParticipantProfileModal'
 import GroupCreationActions from '../../../components/participant/groups/GroupCreationActions'
diff --git a/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/[ix].tsx b/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/[ix].tsx
index a4a7bbf21c..39e363b524 100644
--- a/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/[ix].tsx
+++ b/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/[ix].tsx
@@ -11,7 +11,7 @@ import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
 import { useState } from 'react'
 import { twMerge } from 'tailwind-merge'
-import PreviewMessage from '~/components/common/PreviewMessage'
+import PreviewMessage from '../../../../../components/common/PreviewMessage'
 import Layout from '../../../../../components/Layout'
 import MicroLearningSubscriber from '../../../../../components/microLearning/MicroLearningSubscriber'
 import ElementStack from '../../../../../components/practiceQuiz/ElementStack'
diff --git a/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/evaluation.tsx b/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/evaluation.tsx
index 65a9bafa2d..1a68a8465e 100644
--- a/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/evaluation.tsx
+++ b/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/evaluation.tsx
@@ -12,9 +12,9 @@ import { Button, H3, UserNotification } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
-import PreviewMessage from '~/components/common/PreviewMessage'
-import useStackEvaluationAggregation from '~/components/hooks/useStackEvaluationAggregation'
-import Layout from '~/components/Layout'
+import PreviewMessage from '../../../../../components/common/PreviewMessage'
+import useStackEvaluationAggregation from '../../../../../components/hooks/useStackEvaluationAggregation'
+import Layout from '../../../../../components/Layout'
 
 function MicrolearningEvaluation() {
   const t = useTranslations()
diff --git a/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/index.tsx b/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/index.tsx
index 83f370251c..4c09e96769 100644
--- a/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/index.tsx
+++ b/apps/frontend-pwa/src/pages/course/[courseId]/microlearning/[id]/index.tsx
@@ -27,9 +27,9 @@ import { useTranslations } from 'next-intl'
 import Link from 'next/link'
 import { useRouter } from 'next/router'
 import { useState } from 'react'
-import Layout from '~/components/Layout'
-import PreviewMessage from '~/components/common/PreviewMessage'
-import MicroLearningSubscriber from '~/components/microLearning/MicroLearningSubscriber'
+import Layout from '../../../../../components/Layout'
+import PreviewMessage from '../../../../../components/common/PreviewMessage'
+import MicroLearningSubscriber from '../../../../../components/microLearning/MicroLearningSubscriber'
 
 function MicrolearningIntroduction({
   id,
diff --git a/apps/frontend-pwa/src/pages/group/[groupId]/activity/[activityId].tsx b/apps/frontend-pwa/src/pages/group/[groupId]/activity/[activityId].tsx
index 799c67e7b9..f9c235893e 100644
--- a/apps/frontend-pwa/src/pages/group/[groupId]/activity/[activityId].tsx
+++ b/apps/frontend-pwa/src/pages/group/[groupId]/activity/[activityId].tsx
@@ -19,10 +19,10 @@ import Image from 'next/image'
 import { useRouter } from 'next/router'
 import { useState } from 'react'
 import { twMerge } from 'tailwind-merge'
-import GroupActivitySubscriber from '~/components/groupActivity/GroupActivitySubscriber'
 import Layout from '../../../../components/Layout'
 import GroupActivityClue from '../../../../components/groupActivity/GroupActivityClue'
 import GroupActivityStack from '../../../../components/groupActivity/GroupActivityStack'
+import GroupActivitySubscriber from '../../../../components/groupActivity/GroupActivitySubscriber'
 
 function GroupActivityDetails() {
   const t = useTranslations()
diff --git a/apps/frontend-pwa/src/pages/index.tsx b/apps/frontend-pwa/src/pages/index.tsx
index 6163b3f733..bc536efdb4 100644
--- a/apps/frontend-pwa/src/pages/index.tsx
+++ b/apps/frontend-pwa/src/pages/index.tsx
@@ -20,11 +20,11 @@ import dayjs from 'dayjs'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useState } from 'react'
-import MicroLearningListSubscriber from '~/components/microLearning/MicroLearningListSubscriber'
 import useStudentOverviewSplit from '~/lib/hooks/useStudentOverviewSplit'
 import CourseElement from '../components/CourseElement'
 import Layout from '../components/Layout'
 import LinkButton from '../components/common/LinkButton'
+import MicroLearningListSubscriber from '../components/microLearning/MicroLearningListSubscriber'
 
 const Index = function () {
   const t = useTranslations()
diff --git a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
index 57c699e19b..fffa67e3c4 100644
--- a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
+++ b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
@@ -53,5 +53,24 @@ query GetCoursePerformanceAnalytics($courseId: String!) {
       totalErrorRate
       totalPerformance
     }
+    instanceFeedbacks {
+      __typename
+      id
+      activityType
+      instanceName
+      instanceType
+      upvoteRate
+      downvoteRate
+      feedbackCount
+    }
+    activityFeedbacks {
+      __typename
+      id
+      activityType
+      activityName
+      upvoteRate
+      downvoteRate
+      feedbackCount
+    }
   }
 }
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 8477949512..1745e8c66d 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -246,6 +246,114 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ActivityFeedback",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activityName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "activityType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ActivityType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "downvoteRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "feedbackCount",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "upvoteRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "ENUM",
         "name": "ActivityLevel",
@@ -3633,6 +3741,30 @@
         "description": null,
         "isOneOf": null,
         "fields": [
+          {
+            "name": "activityFeedbacks",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ActivityFeedback",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "activityPerformances",
             "description": null,
@@ -3681,6 +3813,30 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "instanceFeedbacks",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "InstanceFeedback",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "instancePerformances",
             "description": null,
@@ -8838,6 +8994,130 @@
           }
         ]
       },
+      {
+        "kind": "OBJECT",
+        "name": "InstanceFeedback",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activityType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ActivityType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "downvoteRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "feedbackCount",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "instanceName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "instanceType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ElementType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "upvoteRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "InstancePerformance",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index 664d98ff28..f3cfe5ce1c 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -46,6 +46,16 @@ export type ActivityEvaluation = {
   results: Array<StackEvaluation>;
 };
 
+export type ActivityFeedback = {
+  __typename?: 'ActivityFeedback';
+  activityName: Scalars['String']['output'];
+  activityType: ActivityType;
+  downvoteRate: Scalars['Float']['output'];
+  feedbackCount: Scalars['Int']['output'];
+  id: Scalars['String']['output'];
+  upvoteRate: Scalars['Float']['output'];
+};
+
 export enum ActivityLevel {
   High = 'HIGH',
   Low = 'LOW',
@@ -359,8 +369,10 @@ export type CourseActivityAnalytics = {
 
 export type CoursePerformanceAnalytics = {
   __typename?: 'CoursePerformanceAnalytics';
+  activityFeedbacks: Array<ActivityFeedback>;
   activityPerformances: Array<ActivityPerformance>;
   activityProgresses: Array<ActivityProgress>;
+  instanceFeedbacks: Array<InstanceFeedback>;
   instancePerformances: Array<InstancePerformance>;
   name: Scalars['String']['output'];
   participantPerformances: Array<ParticipantPerformance>;
@@ -872,6 +884,17 @@ export type GroupMessage = {
 
 export type InstanceEvaluation = ChoicesInstanceEvaluation | ContentInstanceEvaluation | FlashcardInstanceEvaluation | FreeTextInstanceEvaluation | NumericalInstanceEvaluation;
 
+export type InstanceFeedback = {
+  __typename?: 'InstanceFeedback';
+  activityType: ActivityType;
+  downvoteRate: Scalars['Float']['output'];
+  feedbackCount: Scalars['Int']['output'];
+  id: Scalars['Int']['output'];
+  instanceName: Scalars['String']['output'];
+  instanceType: ElementType;
+  upvoteRate: Scalars['Float']['output'];
+};
+
 export type InstancePerformance = {
   __typename?: 'InstancePerformance';
   elementName: Scalars['String']['output'];
@@ -3669,7 +3692,7 @@ export type GetCoursePerformanceAnalyticsQueryVariables = Exact<{
 }>;
 
 
-export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }>, activityPerformances: Array<{ __typename: 'ActivityPerformance', id: number, activityName: string, activityType: ActivityType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, instancePerformances: Array<{ __typename: 'InstancePerformance', id: number, elementName: string, elementType: ElementType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, participantPerformances: Array<{ __typename: 'ParticipantPerformance', id: number, firstErrorRate: number, firstPerformance: PerformanceLevel, lastErrorRate: number, lastPerformance: PerformanceLevel, totalErrorRate: number, totalPerformance: PerformanceLevel }> } | null };
+export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }>, activityPerformances: Array<{ __typename: 'ActivityPerformance', id: number, activityName: string, activityType: ActivityType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, instancePerformances: Array<{ __typename: 'InstancePerformance', id: number, elementName: string, elementType: ElementType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, participantPerformances: Array<{ __typename: 'ParticipantPerformance', id: number, firstErrorRate: number, firstPerformance: PerformanceLevel, lastErrorRate: number, lastPerformance: PerformanceLevel, totalErrorRate: number, totalPerformance: PerformanceLevel }>, instanceFeedbacks: Array<{ __typename: 'InstanceFeedback', id: number, activityType: ActivityType, instanceName: string, instanceType: ElementType, upvoteRate: number, downvoteRate: number, feedbackCount: number }>, activityFeedbacks: Array<{ __typename: 'ActivityFeedback', id: string, activityType: ActivityType, activityName: string, upvoteRate: number, downvoteRate: number, feedbackCount: number }> } | null };
 
 export type GetCoursePracticeQuizQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
@@ -4186,7 +4209,7 @@ export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definition
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
 export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseOverviewData"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseOverviewData"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"inRandomGroupPool"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participation"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupDeadlinePassed"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"maxGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"preferredGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"awards"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroup"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"level"}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"isMember"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"messages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseOverviewDataQuery, GetCourseOverviewDataQueryVariables>;
-export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instancePerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"totalErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalPerformance"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
+export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instancePerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"totalErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalPerformance"}}]}},{"kind":"Field","name":{"kind":"Name","value":"instanceFeedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"instanceName"}},{"kind":"Field","name":{"kind":"Name","value":"instanceType"}},{"kind":"Field","name":{"kind":"Name","value":"upvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"downvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"feedbackCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityFeedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"upvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"downvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"feedbackCount"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
 export const GetCoursePracticeQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePracticeQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"coursePracticeQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"FragmentSpread","name":{"kind":"Name","value":"PracticeQuizData"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"PracticeQuizData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"PracticeQuiz"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"resetTimeDays"}},{"kind":"Field","name":{"kind":"Name","value":"availableFrom"}},{"kind":"Field","name":{"kind":"Name","value":"orderType"}},{"kind":"Field","name":{"kind":"Name","value":"numOfStacks"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePracticeQuizQuery, GetCoursePracticeQuizQueryVariables>;
 export const GetCourseRunningLiveQuizzesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseRunningLiveQuizzes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseRunningLiveQuizzes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseRunningLiveQuizzesQuery, GetCourseRunningLiveQuizzesQueryVariables>;
 export const GetCourseSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfParticipations"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLiveQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfPracticeQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfMicroLearnings"}},{"kind":"Field","name":{"kind":"Name","value":"numOfGroupActivities"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLeaderboardEntries"}},{"kind":"Field","name":{"kind":"Name","value":"numOfParticipantGroups"}}]}}]}}]} as unknown as DocumentNode<GetCourseSummaryQuery, GetCourseSummaryQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index 6d85c97fd3..ed93206dcb 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -118,7 +118,7 @@
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
    "GetCourseOverviewData": "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77",
-   "GetCoursePerformanceAnalytics": "a81e2165bd384de1ee1227486e6624ebd4f4aaa1dd9470bbfe69daad0386418f",
+   "GetCoursePerformanceAnalytics": "68073e2d84b6369841769e24b1f8a1349069b6d5033df66836441edb2f7ce021",
    "GetCoursePracticeQuiz": "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7",
    "GetCourseRunningLiveQuizzes": "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1",
    "GetCourseSummary": "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index cfc0db3038..f46f7f633b 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -24,6 +24,15 @@ type ActivityEvaluation {
   results: [StackEvaluation!]!
 }
 
+type ActivityFeedback {
+  activityName: String!
+  activityType: ActivityType!
+  downvoteRate: Float!
+  feedbackCount: Int!
+  id: String!
+  upvoteRate: Float!
+}
+
 enum ActivityLevel {
   HIGH
   LOW
@@ -312,8 +321,10 @@ type CourseActivityAnalytics {
 }
 
 type CoursePerformanceAnalytics {
+  activityFeedbacks: [ActivityFeedback!]!
   activityPerformances: [ActivityPerformance!]!
   activityProgresses: [ActivityProgress!]!
+  instanceFeedbacks: [InstanceFeedback!]!
   instancePerformances: [InstancePerformance!]!
   name: String!
   participantPerformances: [ParticipantPerformance!]!
@@ -793,6 +804,16 @@ type GroupMessage {
 
 union InstanceEvaluation = ChoicesInstanceEvaluation | ContentInstanceEvaluation | FlashcardInstanceEvaluation | FreeTextInstanceEvaluation | NumericalInstanceEvaluation
 
+type InstanceFeedback {
+  activityType: ActivityType!
+  downvoteRate: Float!
+  feedbackCount: Int!
+  id: Int!
+  instanceName: String!
+  instanceType: ElementType!
+  upvoteRate: Float!
+}
+
 type InstancePerformance {
   elementName: String!
   elementType: ElementType!
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index 43dca0380f..4ac1710866 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -118,7 +118,7 @@
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77": "query GetCourseOverviewData($courseId: String!) {\n  getCourseOverviewData(courseId: $courseId) {\n    id\n    inRandomGroupPool\n    participant {\n      id\n      avatar\n      username\n      xp\n      level\n      participantGroups {\n        id\n        __typename\n      }\n      __typename\n    }\n    participation {\n      id\n      isActive\n      __typename\n    }\n    course {\n      id\n      displayName\n      color\n      description\n      isGamificationEnabled\n      groupDeadlineDate\n      isGroupDeadlinePassed\n      isGroupCreationEnabled\n      maxGroupSize\n      preferredGroupSize\n      awards {\n        id\n        order\n        type\n        displayName\n        description\n        participant {\n          id\n          username\n          avatar\n          __typename\n        }\n        participantGroup {\n          id\n          name\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    leaderboard {\n      id\n      participantId\n      username\n      avatar\n      score\n      isSelf\n      rank\n      level\n      __typename\n    }\n    leaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    groupLeaderboard {\n      id\n      name\n      score\n      rank\n      isMember\n      __typename\n    }\n    groupLeaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    __typename\n  }\n  participantGroups(courseId: $courseId) {\n    id\n    name\n    code\n    averageMemberScore\n    groupActivityScore\n    score\n    messages {\n      id\n      content\n      participant {\n        id\n        username\n        avatar\n        __typename\n      }\n      createdAt\n      updatedAt\n      __typename\n    }\n    participants {\n      id\n      username\n      avatar\n      score\n      isSelf\n      level\n      rank\n      __typename\n    }\n    __typename\n  }\n}",
-   "a81e2165bd384de1ee1227486e6624ebd4f4aaa1dd9470bbfe69daad0386418f": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    activityPerformances {\n      __typename\n      id\n      activityName\n      activityType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    instancePerformances {\n      __typename\n      id\n      elementName\n      elementType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    participantPerformances {\n      __typename\n      id\n      firstErrorRate\n      firstPerformance\n      lastErrorRate\n      lastPerformance\n      totalErrorRate\n      totalPerformance\n    }\n    __typename\n  }\n}",
+   "68073e2d84b6369841769e24b1f8a1349069b6d5033df66836441edb2f7ce021": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    activityPerformances {\n      __typename\n      id\n      activityName\n      activityType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    instancePerformances {\n      __typename\n      id\n      elementName\n      elementType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    participantPerformances {\n      __typename\n      id\n      firstErrorRate\n      firstPerformance\n      lastErrorRate\n      lastPerformance\n      totalErrorRate\n      totalPerformance\n    }\n    instanceFeedbacks {\n      __typename\n      id\n      activityType\n      instanceName\n      instanceType\n      upvoteRate\n      downvoteRate\n      feedbackCount\n    }\n    activityFeedbacks {\n      __typename\n      id\n      activityType\n      activityName\n      upvoteRate\n      downvoteRate\n      feedbackCount\n    }\n    __typename\n  }\n}",
    "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7": "fragment PracticeQuizData on PracticeQuiz {\n  id\n  status\n  name\n  displayName\n  description\n  pointsMultiplier\n  resetTimeDays\n  availableFrom\n  orderType\n  numOfStacks\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementData\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetCoursePracticeQuiz($courseId: String!) {\n  coursePracticeQuiz(courseId: $courseId) {\n    ...PracticeQuizData\n    __typename\n  }\n}",
    "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1": "query GetCourseRunningLiveQuizzes($courseId: String!) {\n  getCourseRunningLiveQuizzes(courseId: $courseId) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
    "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571": "query GetCourseSummary($courseId: String!) {\n  getCourseSummary(courseId: $courseId) {\n    numOfParticipations\n    numOfLiveQuizzes\n    numOfPracticeQuizzes\n    numOfMicroLearnings\n    numOfGroupActivities\n    numOfLeaderboardEntries\n    numOfParticipantGroups\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index 0dbdb6122b..681ba1cb14 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -1,7 +1,9 @@
 import * as DB from '@klicker-uzh/prisma'
 import {
+  ActivityFeedback as ActivityFeedbackType,
   ActivityPerformance as ActivityPerformanceType,
   ActivityType as ActivityTypeEnum,
+  InstanceFeedback as InstanceFeedbackType,
   InstancePerformance as InstancePerformanceType,
   ParticipantPerformance as ParticipantPerformanceType,
   PerformanceRates as PerformanceRatesType,
@@ -231,6 +233,33 @@ export const ParticipantPerformance = builder.objectType(
   }
 )
 
+export const InstanceFeedbackRef =
+  builder.objectRef<InstanceFeedbackType>('InstanceFeedback')
+export const InstanceFeedback = builder.objectType(InstanceFeedbackRef, {
+  fields: (t) => ({
+    id: t.exposeInt('id'),
+    activityType: t.expose('activityType', { type: ActivityType }),
+    instanceName: t.exposeString('instanceName'),
+    instanceType: t.expose('instanceType', { type: ElementType }),
+    upvoteRate: t.exposeFloat('upvoteRate'),
+    downvoteRate: t.exposeFloat('downvoteRate'),
+    feedbackCount: t.exposeInt('feedbackCount'),
+  }),
+})
+
+export const ActivityFeedbackRef =
+  builder.objectRef<ActivityFeedbackType>('ActivityFeedback')
+export const ActivityFeedback = builder.objectType(ActivityFeedbackRef, {
+  fields: (t) => ({
+    id: t.exposeString('id'),
+    activityType: t.expose('activityType', { type: ActivityType }),
+    activityName: t.exposeString('activityName'),
+    upvoteRate: t.exposeFloat('upvoteRate'),
+    downvoteRate: t.exposeFloat('downvoteRate'),
+    feedbackCount: t.exposeInt('feedbackCount'),
+  }),
+})
+
 interface ICoursePerformanceAnalytics {
   name: string
   totalParticipants: number
@@ -238,6 +267,8 @@ interface ICoursePerformanceAnalytics {
   activityPerformances: ActivityPerformanceType[]
   instancePerformances: InstancePerformanceType[]
   participantPerformances: ParticipantPerformanceType[]
+  instanceFeedbacks: InstanceFeedbackType[]
+  activityFeedbacks: ActivityFeedbackType[]
 }
 export const CoursePerformanceAnalyticsRef =
   builder.objectRef<ICoursePerformanceAnalytics>('CoursePerformanceAnalytics')
@@ -259,6 +290,12 @@ export const CoursePerformanceAnalytics = builder.objectType(
       participantPerformances: t.expose('participantPerformances', {
         type: [ParticipantPerformance],
       }),
+      instanceFeedbacks: t.expose('instanceFeedbacks', {
+        type: [InstanceFeedback],
+      }),
+      activityFeedbacks: t.expose('activityFeedbacks', {
+        type: [ActivityFeedback],
+      }),
     }),
   }
 )
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index bcfbe11088..325c5d58ae 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -1,6 +1,20 @@
 import {
+  ActivityProgress,
+  Course,
+  ElementFeedback,
+  ElementInstance,
+  ElementStack,
+  ElementType,
+  MicroLearning,
+  PracticeQuiz,
+  ActivityPerformance as PrismaActivityPerformance,
+  InstancePerformance as PrismaInstancePerformance,
+} from '@klicker-uzh/prisma'
+import {
+  ActivityFeedback,
   ActivityPerformance,
   ActivityType,
+  InstanceFeedback,
   InstancePerformance,
 } from '@klicker-uzh/types'
 import dayjs from 'dayjs'
@@ -99,64 +113,211 @@ export async function getCourseWeeklyActivity(
   return { totalParticipants: course.participations.length, weeklyActivity }
 }
 
-export async function getCoursePerformanceAnalytics(
-  { courseId }: { courseId: string },
-  ctx: ContextWithUser
-) {
-  const course = await ctx.prisma.course.findUnique({
-    where: { id: courseId, ownerId: ctx.user.sub },
-    include: {
-      _count: {
-        select: { participations: true },
-      },
-      practiceQuizzes: {
-        include: {
-          progress: true,
-          performance: true,
-          stacks: {
-            include: {
-              elements: {
-                include: {
-                  instancePerformance: true,
-                },
-              },
-            },
-          },
-        },
-        orderBy: { createdAt: 'desc' },
-      },
-      microLearnings: {
-        include: {
-          progress: true,
-          performance: true,
-          stacks: {
-            include: {
-              elements: {
-                include: {
-                  instancePerformance: true,
-                },
-              },
-            },
+// this function compute the upvote and downvote rates based on the element responses linked to instances in the course
+function aggregateInstanceFeedbacks({
+  stacks,
+  activityType,
+}: {
+  stacks: (ElementStack & {
+    elements: (ElementInstance & { feedbacks: ElementFeedback[] })[]
+  })[]
+  activityType: ActivityType
+}): InstanceFeedback[] {
+  return stacks
+    .flatMap((stack) =>
+      stack.elements.flatMap((element) =>
+        element.feedbacks.reduce<{
+          id: number
+          instanceName: string
+          instanceType: ElementType
+          upvotes: number
+          downvotes: number
+          totalVotes: number
+        }>(
+          (acc, feedback) => {
+            if (feedback.upvote) {
+              acc.upvotes++
+              acc.totalVotes++
+            }
+            if (feedback.downvote) {
+              acc.downvotes++
+              acc.totalVotes++
+            }
+
+            return acc
           },
-        },
-        orderBy: { scheduledStartAt: 'desc' },
-      },
-      participantPerformances: true,
+          {
+            id: element.id,
+            instanceName: element.elementData.name,
+            instanceType: element.elementData.type,
+            upvotes: 0,
+            downvotes: 0,
+            totalVotes: 0,
+          }
+        )
+      )
+    )
+    .flatMap((instanceFeedback) => {
+      // entries without votes are not returned / illustrated
+      if (instanceFeedback.totalVotes === 0) {
+        return []
+      }
+
+      return {
+        ...instanceFeedback,
+        activityType,
+        upvoteRate: instanceFeedback.upvotes / instanceFeedback.totalVotes,
+        downvoteRate: instanceFeedback.downvotes / instanceFeedback.totalVotes,
+        feedbackCount: instanceFeedback.totalVotes,
+      }
+    })
+}
+
+// based on the instance feedbacks, an unweighted average of the entire activity can be computed
+function aggregateActivityFeedbacks({
+  instanceFeedbacks,
+  activityType,
+  activityId,
+  activityName,
+}: {
+  instanceFeedbacks: InstanceFeedback[]
+  activityType: ActivityType
+  activityId: string
+  activityName: string
+}) {
+  // if no instance feedbacks were provided, do not return statistics for this activity
+  if (instanceFeedbacks.length === 0) {
+    return undefined
+  }
+
+  return instanceFeedbacks.reduce<ActivityFeedback>(
+    (acc, instanceFeedback) => {
+      // if no votes were submitted for the instance, skip it
+      if (
+        instanceFeedback.upvoteRate === 0 &&
+        instanceFeedback.downvoteRate === 0
+      ) {
+        return acc
+      }
+
+      // combine the upvotes and downvote rates over all instances
+      acc.upvoteRate =
+        (acc.upvoteRate * acc.feedbackCount + instanceFeedback.upvoteRate) /
+        (acc.feedbackCount + 1)
+      acc.downvoteRate =
+        (acc.downvoteRate * acc.feedbackCount + instanceFeedback.downvoteRate) /
+        (acc.feedbackCount + 1)
+      acc.feedbackCount++
+
+      return acc
     },
+    {
+      id: activityId,
+      activityType,
+      activityName,
+      upvoteRate: 0,
+      downvoteRate: 0,
+      feedbackCount: 0,
+    }
+  )
+}
+
+function computeActivityInstanceFeedbacks({
+  course,
+}: {
+  course: Course & {
+    practiceQuizzes: (PracticeQuiz & {
+      stacks: (ElementStack & {
+        elements: (ElementInstance & { feedbacks: ElementFeedback[] })[]
+      })[]
+    })[]
+    microLearnings: (MicroLearning & {
+      stacks: (ElementStack & {
+        elements: (ElementInstance & { feedbacks: ElementFeedback[] })[]
+      })[]
+    })[]
+  }
+}) {
+  // compute instance and activity feedbacks aggregated over instance or activity
+  // this computation only considers instances where a non-zero number of votes were submitted
+  const instanceFeedbacks: InstanceFeedback[] = []
+  const activityFeedbacks: ActivityFeedback[] = []
+  course.practiceQuizzes.forEach((quiz) => {
+    // aggregate instance element feedbacks
+    const quizInstanceFeedbacks = aggregateInstanceFeedbacks({
+      stacks: quiz.stacks,
+      activityType: ActivityType.PRACTICE_QUIZ,
+    })
+    instanceFeedbacks.push(...quizInstanceFeedbacks)
+
+    // aggregate activity vote rates
+    const activityFeedback = aggregateActivityFeedbacks({
+      instanceFeedbacks: quizInstanceFeedbacks,
+      activityType: ActivityType.PRACTICE_QUIZ,
+      activityId: quiz.id,
+      activityName: quiz.name,
+    })
+
+    if (activityFeedback) {
+      activityFeedbacks.push(activityFeedback)
+    }
   })
+  course.microLearnings.forEach((micro) => {
+    // aggregate instance element feedbacks
+    const microInstanceFeedbacks = aggregateInstanceFeedbacks({
+      stacks: micro.stacks,
+      activityType: ActivityType.MICRO_LEARNING,
+    })
+    instanceFeedbacks.push(...microInstanceFeedbacks)
 
-  if (
-    !course ||
-    (course.practiceQuizzes.length === 0 && course.microLearnings.length === 0)
-  ) {
-    return null
+    // aggregate activity vote rates
+    const activityFeedback = aggregateActivityFeedbacks({
+      instanceFeedbacks: microInstanceFeedbacks,
+      activityType: ActivityType.MICRO_LEARNING,
+      activityId: micro.id,
+      activityName: micro.name,
+    })
+
+    if (activityFeedback) {
+      activityFeedbacks.push(activityFeedback)
+    }
+  })
+
+  // sort instance feedbacks and activity feedbacks by decreasing feedbackCount
+  instanceFeedbacks.sort((a, b) => b.feedbackCount - a.feedbackCount)
+  activityFeedbacks.sort((a, b) => b.feedbackCount - a.feedbackCount)
+
+  return {
+    instanceFeedbacks,
+    activityFeedbacks,
   }
+}
 
-  // map the metrics for all activities in the course to the desired performance and progress values
-  const { activityProgresses, activityPerformances, instancePerformances } = [
-    ...course.practiceQuizzes,
-    ...course.microLearnings,
-  ].reduce<{
+function computeActivityInstancePerformance({
+  course,
+}: {
+  course: Course & {
+    practiceQuizzes: (PracticeQuiz & {
+      stacks: (ElementStack & {
+        elements: (ElementInstance & {
+          instancePerformance: PrismaInstancePerformance
+        })[]
+      })[]
+      progress: ActivityProgress | null
+      performance: PrismaActivityPerformance | null
+    })[]
+    microLearnings: (MicroLearning & {
+      stacks: (ElementStack & {
+        elements: (ElementInstance & {
+          instancePerformance: PrismaInstancePerformance
+        })[]
+      })[]
+      progress: ActivityProgress | null
+      performance: PrismaActivityPerformance | null
+    })[]
+  }
+}) {
+  return [...course.practiceQuizzes, ...course.microLearnings].reduce<{
     activityProgresses: {
       activityName: string
       activityType: ActivityType
@@ -260,6 +421,71 @@ export async function getCoursePerformanceAnalytics(
       instancePerformances: [],
     }
   )
+}
+
+export async function getCoursePerformanceAnalytics(
+  { courseId }: { courseId: string },
+  ctx: ContextWithUser
+) {
+  const course = await ctx.prisma.course.findUnique({
+    where: { id: courseId, ownerId: ctx.user.sub },
+    include: {
+      _count: {
+        select: { participations: true },
+      },
+      practiceQuizzes: {
+        include: {
+          progress: true,
+          performance: true,
+          stacks: {
+            include: {
+              elements: {
+                include: {
+                  instancePerformance: true,
+                  feedbacks: true,
+                },
+              },
+            },
+          },
+        },
+        orderBy: { createdAt: 'desc' },
+      },
+      microLearnings: {
+        include: {
+          progress: true,
+          performance: true,
+          stacks: {
+            include: {
+              elements: {
+                include: {
+                  instancePerformance: true,
+                  feedbacks: true,
+                },
+              },
+            },
+          },
+        },
+        orderBy: { scheduledStartAt: 'desc' },
+      },
+      participantPerformances: true,
+    },
+  })
+
+  if (
+    !course ||
+    (course.practiceQuizzes.length === 0 && course.microLearnings.length === 0)
+  ) {
+    return null
+  }
+
+  // map the metrics for all activities in the course to the desired performance and progress values
+  const { activityProgresses, activityPerformances, instancePerformances } =
+    computeActivityInstancePerformance({
+      course,
+    })
+
+  const { instanceFeedbacks, activityFeedbacks } =
+    computeActivityInstanceFeedbacks({ course })
 
   return {
     name: course.name,
@@ -268,5 +494,7 @@ export async function getCoursePerformanceAnalytics(
     activityPerformances,
     instancePerformances,
     participantPerformances: course.participantPerformances,
+    instanceFeedbacks,
+    activityFeedbacks,
   }
 }
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index a99e0c3aa3..3cbcc74f52 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1888,6 +1888,9 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       firstAttempt: 'Erster Lösungsversuch',
       lastAttempt: 'Letzter Lösungsversuch',
       performanceLevel: 'Leistungslevel',
+      negativeFeedbackOverview: 'Übersicht Negative Bewertungen',
+      upvotes: 'Positive Bewertungen',
+      downvotes: 'Negative Bewertungen',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index ee76ebff8a..81227e52ef 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1874,6 +1874,9 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       firstAttempt: 'First Attempt',
       lastAttempt: 'Last Attempt',
       performanceLevel: 'Performance Level',
+      negativeFeedbackOverview: 'Negative Feedback Overview',
+      upvotes: 'Upvotes',
+      downvotes: 'Downvotes',
     },
   },
   control: {
diff --git a/packages/types/src/index.ts b/packages/types/src/index.ts
index b2d818de2c..a35492fea9 100644
--- a/packages/types/src/index.ts
+++ b/packages/types/src/index.ts
@@ -404,4 +404,23 @@ export type ParticipantPerformance = {
   totalErrorRate: number
   totalPerformance: PerformanceLevel
 }
+
+export type InstanceFeedback = {
+  id: number
+  activityType: ActivityType
+  instanceName: string
+  instanceType: ElementType
+  upvoteRate: number
+  downvoteRate: number
+  feedbackCount: number
+}
+
+export type ActivityFeedback = {
+  id: string
+  activityType: ActivityType
+  activityName: string
+  upvoteRate: number
+  downvoteRate: number
+  feedbackCount: number
+}
 // #endregion

From c5f02ce6425b01dcace436f79ffb5b5c98444b51 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Roland=20Schl=C3=A4fli?= <rolandschlaefli@gmail.com>
Date: Fri, 20 Dec 2024 14:37:14 +0100
Subject: [PATCH 24/38] chore: add pnpm install --frozen-lockfile to pre-commit
 hook

---
 .husky/pre-commit | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.husky/pre-commit b/.husky/pre-commit
index 6c60fd7a90..7b6f0939ab 100644
--- a/.husky/pre-commit
+++ b/.husky/pre-commit
@@ -1 +1,2 @@
+pnpm install --frozen-lockfile
 pnpm run check

From 09b14b11dd246083a5f1fce2e13bf3c44e62b415 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Fri, 20 Dec 2024 15:06:55 +0100
Subject: [PATCH 25/38] style(apps/analytics): organize performance analytics
 in tab structure (#4404)

---
 .../analytics/ActivitiesElementsSwitch.tsx    |  47 +++---
 .../ActivityInstanceFeedbacksPlot.tsx         |  67 ++++-----
 .../performance/ActivityProgressPlot.tsx      |  91 ++++++------
 .../performance/PerformanceRates.tsx          |  68 +++++----
 .../analytics/performance/StackedProgress.tsx |  35 ++++-
 .../analytics/[courseId]/performance.tsx      | 138 +++++++++++++++---
 packages/i18n/messages/de.ts                  |   8 +-
 packages/i18n/messages/en.ts                  |   8 +-
 8 files changed, 305 insertions(+), 157 deletions(-)

diff --git a/apps/frontend-manage/src/components/analytics/ActivitiesElementsSwitch.tsx b/apps/frontend-manage/src/components/analytics/ActivitiesElementsSwitch.tsx
index 9f9c949083..2f431ef24e 100644
--- a/apps/frontend-manage/src/components/analytics/ActivitiesElementsSwitch.tsx
+++ b/apps/frontend-manage/src/components/analytics/ActivitiesElementsSwitch.tsx
@@ -1,4 +1,4 @@
-import { Button } from '@uzh-bf/design-system'
+import { Button, FormLabel } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { SetStateAction } from 'react'
 
@@ -12,25 +12,32 @@ function ActivitiesElementsSwitch({
   const t = useTranslations()
 
   return (
-    <div className="flex flex-row">
-      <Button
-        basic
-        onClick={() => setType('activity')}
-        className={{
-          root: `py-0.25 rounded-l border !border-r-0 border-solid px-2 ${type === 'activity' ? 'bg-primary-100 border-primary-100 text-white' : ''}`,
-        }}
-      >
-        {t('manage.analytics.activities')}
-      </Button>
-      <Button
-        basic
-        onClick={() => setType('instance')}
-        className={{
-          root: `rounded-r border !border-l-0 border-solid px-2 py-0.5 ${type === 'instance' ? 'bg-primary-100 border-primary-100 text-white' : ''}`,
-        }}
-      >
-        {t('manage.analytics.elements')}
-      </Button>
+    <div>
+      <FormLabel
+        label={t('manage.analytics.dataSource')}
+        labelType="small"
+        required={false}
+      />
+      <div className="flex flex-row">
+        <Button
+          basic
+          onClick={() => setType('activity')}
+          className={{
+            root: `py-0.25 h-8 rounded-l border !border-r-0 border-solid px-2 ${type === 'activity' ? 'bg-primary-100 border-primary-100 text-white' : ''}`,
+          }}
+        >
+          {t('manage.analytics.activities')}
+        </Button>
+        <Button
+          basic
+          onClick={() => setType('instance')}
+          className={{
+            root: `h-8 rounded-r border !border-l-0 border-solid px-2 py-0.5 ${type === 'instance' ? 'bg-primary-100 border-primary-100 text-white' : ''}`,
+          }}
+        >
+          {t('manage.analytics.elements')}
+        </Button>
+      </div>
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx b/apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx
index b14e832dea..d017aa199e 100644
--- a/apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/ActivityInstanceFeedbacksPlot.tsx
@@ -72,38 +72,40 @@ function ActivityInstanceFeedbacksPlot({
     instanceSearch,
   })
 
+  const ResetButton = () => (
+    <Button
+      className={{
+        root: 'py-0.25 flex h-8 w-max flex-row items-center gap-2 self-end px-2 shadow-none',
+      }}
+      disabled={
+        type === defaultFilters.type &&
+        activityType === defaultFilters.activityType &&
+        elementType === defaultFilters.elementType &&
+        activitySearchTerm === defaultFilters.searchTerm &&
+        instanceSearchTerm === defaultFilters.searchTerm
+      }
+      onClick={() => {
+        setType(defaultFilters.type)
+        setActivityType(defaultFilters.activityType)
+        setElementType(defaultFilters.elementType)
+        setActivitySearch('')
+        setInstanceSearch('')
+      }}
+    >
+      <FontAwesomeIcon icon={faX} />
+      <div>{t('manage.analytics.resetSelectors')}</div>
+    </Button>
+  )
+
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
-      <div className="flex flex-row items-center justify-between">
-        <div className="mb-2 flex flex-row gap-8">
-          <H2>{t('manage.analytics.negativeFeedbackOverview')}</H2>
-          <ActivitiesElementsSwitch type={type} setType={setType} />
-        </div>
-        <Button
-          className={{
-            root: 'py-0.25 flex h-8 flex-row items-center gap-2 px-2',
-          }}
-          disabled={
-            type === defaultFilters.type &&
-            activityType === defaultFilters.activityType &&
-            elementType === defaultFilters.elementType &&
-            activitySearchTerm === defaultFilters.searchTerm &&
-            instanceSearchTerm === defaultFilters.searchTerm
-          }
-          onClick={() => {
-            setType(defaultFilters.type)
-            setActivityType(defaultFilters.activityType)
-            setElementType(defaultFilters.elementType)
-            setActivitySearch('')
-            setInstanceSearch('')
-          }}
-        >
-          <FontAwesomeIcon icon={faX} />
-          <div>{t('manage.analytics.resetSelectors')}</div>
-        </Button>
+      <div className="flex w-full flex-row justify-between gap-8">
+        <H2>{t('manage.analytics.feedbackOverviewActivityInstances')}</H2>
+        <ResetButton />
       </div>
       {type === 'activity' ? (
         <div className="flex flex-row items-center gap-8">
+          <ActivitiesElementsSwitch type={type} setType={setType} />
           <ActivityTypeFilter
             activityType={activityType}
             setActivityType={setActivityType}
@@ -116,6 +118,7 @@ function ActivityInstanceFeedbacksPlot({
         </div>
       ) : (
         <div className="flex flex-row items-center gap-8">
+          <ActivitiesElementsSwitch type={type} setType={setType} />
           <ElementTypeFilter
             elementType={elementType}
             setElementType={setElementType}
@@ -145,9 +148,8 @@ function ActivityInstanceFeedbacksPlot({
             wrapperStyle={{ top: 0, right: 0 }}
           />
           <div className="flex flex-col pt-6">
-            {entries.length > 0 && (
-              <div className="max-h-[13rem] overflow-y-scroll">
-                {entries.map((feedback) => (
+            {entries.length > 0
+              ? entries.map((feedback) => (
                   <ElementFeedbackBarChart
                     key={`upvotes-${feedback.id}`}
                     title={
@@ -160,9 +162,8 @@ function ActivityInstanceFeedbacksPlot({
                     feedback={feedback}
                     colors={chartColors}
                   />
-                ))}
-              </div>
-            )}
+                ))
+              : null}
           </div>
         </div>
       ) : (
diff --git a/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx b/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
index d8cdcfb08b..cc93ece18c 100644
--- a/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
@@ -25,60 +25,65 @@ function ActivityProgressPlot({
     repeated: '#064e3b',
   }
 
+  const ProgressLegend = () => (
+    <Legend
+      payload={[
+        {
+          value: t('manage.analytics.started'),
+          color: chartColors.started,
+          type: 'rect',
+        },
+        {
+          value: t('manage.analytics.completed'),
+          color: chartColors.completed,
+          type: 'rect',
+        },
+        {
+          value: t('manage.analytics.repeated'),
+          color: chartColors.repeated,
+          type: 'rect',
+        },
+      ]}
+      wrapperStyle={{ bottom: 0, right: 0 }}
+    />
+  )
+
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
-      <div className="relative">
-        <H2>{t('manage.analytics.asynchronousActivityProgress')}</H2>
-        <Legend
-          payload={[
-            {
-              value: t('manage.analytics.started'),
-              color: chartColors.started,
-              type: 'rect',
-            },
-            {
-              value: t('manage.analytics.completed'),
-              color: chartColors.completed,
-              type: 'rect',
-            },
-            {
-              value: t('manage.analytics.repeated'),
-              color: chartColors.repeated,
-              type: 'rect',
-            },
-          ]}
-          wrapperStyle={{ bottom: 0, right: 0 }}
-        />
-      </div>
+      <H2>{t('manage.analytics.asynchronousActivityProgress')}</H2>
       <div className="flex flex-col gap-6">
         {pqProgresses.length > 0 && (
           <div>
-            <H4>{t('shared.generic.practiceQuizzes')}</H4>
-            <div className="max-h-[13rem] overflow-y-scroll">
-              {pqProgresses.map((progress, idx) => (
-                <StackedProgress
-                  key={`activity-progress-pq-${idx}`}
-                  progress={progress}
-                  participants={participants}
-                  colors={chartColors}
-                />
-              ))}
+            <div className="relative flex flex-row">
+              <H4>{t('shared.generic.practiceQuizzes')}</H4>
+              <ProgressLegend />
             </div>
+            {pqProgresses.map((progress, idx) => (
+              <StackedProgress
+                key={`activity-progress-pq-${idx}`}
+                progress={progress}
+                participants={participants}
+                colors={chartColors}
+                showScale={idx === pqProgresses.length - 1}
+              />
+            ))}
           </div>
         )}
         {mlProgresses.length > 0 && (
           <div>
-            <H4>{t('shared.generic.microlearnings')}</H4>
-            <div className="max-h-[13rem] overflow-y-scroll">
-              {mlProgresses.map((progress, idx) => (
-                <StackedProgress
-                  key={`activity-progress-ml-${idx}`}
-                  progress={progress}
-                  participants={participants}
-                  colors={chartColors}
-                />
-              ))}
+            <div className="relative flex flex-row">
+              <H4>{t('shared.generic.microlearnings')}</H4>
+              <ProgressLegend />
             </div>
+            {mlProgresses.map((progress, idx) => (
+              <StackedProgress
+                key={`activity-progress-ml-${idx}`}
+                progress={progress}
+                participants={participants}
+                colors={chartColors}
+                showScale={idx === mlProgresses.length - 1}
+              />
+            ))}
           </div>
         )}
       </div>
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
index 9b467cdd7b..5373d60f53 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
@@ -71,38 +71,42 @@ function PerformanceRates({
     attemptsType
   )
 
+  const ResetButton = () => (
+    <Button
+      className={{
+        root: 'py-0.25 flex h-8 w-max flex-row items-center gap-2 self-end px-2 shadow-none',
+      }}
+      disabled={
+        type === defaultFilters.type &&
+        attemptsType === defaultFilters.attemptsType &&
+        activityType === defaultFilters.activityType &&
+        elementType === defaultFilters.elementType
+      }
+      onClick={() => {
+        setType(defaultFilters.type)
+        setAttemptsType(defaultFilters.attemptsType)
+        setActivityType(defaultFilters.activityType)
+        setElementType(defaultFilters.elementType)
+        setActivitySearch('')
+        setInstanceSearch('')
+      }}
+    >
+      <FontAwesomeIcon icon={faX} />
+      <div>{t('manage.analytics.resetSelectors')}</div>
+    </Button>
+  )
+
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <div className="flex flex-row items-center justify-between">
-        <div className="mb-2 flex flex-row gap-8">
+        <div className="flex w-full flex-row justify-between gap-8">
           <H2>{t('manage.analytics.activityElementPerformanceRates')}</H2>
-          <ActivitiesElementsSwitch type={type} setType={setType} />
+          <ResetButton />
         </div>
-        <Button
-          className={{
-            root: 'py-0.25 flex h-8 flex-row items-center gap-2 px-2',
-          }}
-          disabled={
-            type === defaultFilters.type &&
-            attemptsType === defaultFilters.attemptsType &&
-            activityType === defaultFilters.activityType &&
-            elementType === defaultFilters.elementType
-          }
-          onClick={() => {
-            setType(defaultFilters.type)
-            setAttemptsType(defaultFilters.attemptsType)
-            setActivityType(defaultFilters.activityType)
-            setElementType(defaultFilters.elementType)
-            setActivitySearch('')
-            setInstanceSearch('')
-          }}
-        >
-          <FontAwesomeIcon icon={faX} />
-          <div>{t('manage.analytics.resetSelectors')}</div>
-        </Button>
       </div>
       {type === 'activity' ? (
-        <div className="flex flex-row items-center gap-8">
+        <div className="mb-3 flex flex-col gap-1 lg:flex-row lg:gap-8">
+          <ActivitiesElementsSwitch type={type} setType={setType} />
           <PerformanceAttemptsFilter
             attemptsType={attemptsType}
             setAttemptsType={setAttemptsType}
@@ -118,7 +122,8 @@ function PerformanceRates({
           />
         </div>
       ) : (
-        <div className="flex flex-row items-center gap-8">
+        <div className="mb-3 flex flex-col gap-1 lg:flex-row lg:gap-8">
+          <ActivitiesElementsSwitch type={type} setType={setType} />
           <PerformanceAttemptsFilter
             attemptsType={attemptsType}
             setAttemptsType={setAttemptsType}
@@ -134,6 +139,7 @@ function PerformanceRates({
           />
         </div>
       )}
+
       {entries.length > 0 ? (
         <div className="relative">
           <Legend
@@ -157,18 +163,16 @@ function PerformanceRates({
             wrapperStyle={{ top: 0, right: 0 }}
           />
           <div className="flex flex-col pt-6">
-            {entries.length > 0 && (
-              <div className="max-h-[13rem] overflow-y-scroll">
-                {entries.map((progress) => (
+            {entries.length > 0
+              ? entries.map((progress) => (
                   <PerformanceRatesBarChart
                     key={`performance-rates-${progress.id}`}
                     title={progress.name}
                     rates={progress}
                     colors={chartColors}
                   />
-                ))}
-              </div>
-            )}
+                ))
+              : null}
           </div>
         </div>
       ) : (
diff --git a/apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx b/apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx
index 96cd5d4de7..be1e180fd7 100644
--- a/apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/StackedProgress.tsx
@@ -3,16 +3,19 @@ import { useTranslations } from 'next-intl'
 import {
   Bar,
   BarChart,
+  ReferenceLine,
   ResponsiveContainer,
   Tooltip,
   XAxis,
   YAxis,
 } from 'recharts'
+import { twMerge } from 'tailwind-merge'
 
 function StackedProgress({
   progress,
   participants,
   colors,
+  showScale = false,
 }: {
   progress: ActivityProgress
   participants: number
@@ -21,6 +24,7 @@ function StackedProgress({
     completed: string
     repeated: string
   }
+  showScale?: boolean
 }) {
   const t = useTranslations()
   const repeatedSet =
@@ -42,19 +46,27 @@ function StackedProgress({
   ]
 
   return (
-    <div className="flex h-8 items-center gap-4">
-      <div className="w-48 overflow-hidden overflow-ellipsis whitespace-nowrap">
+    <div
+      className={twMerge('flex h-8 items-center gap-4', showScale && 'h-16')}
+    >
+      <div
+        className={twMerge(
+          'w-48 overflow-hidden overflow-ellipsis whitespace-nowrap',
+          showScale && 'mb-8'
+        )}
+      >
         {progress.activityName}
       </div>
       <div className="flex-1">
-        <ResponsiveContainer width="100%" height={35}>
+        <ResponsiveContainer width="100%" height={showScale ? 65 : 35}>
           <BarChart data={data} layout="vertical">
-            <XAxis type="number" domain={[0, 100]} hide />
+            <XAxis
+              type="number"
+              domain={[0, 100]}
+              hide={!showScale}
+              tickCount={5}
+            />
             <YAxis type="category" hide />
-            <Bar dataKey="repeated" stackId="a" fill={colors.repeated} />
-            <Bar dataKey="completed" stackId="a" fill={colors.completed} />
-            <Bar dataKey="started" stackId="a" fill={colors.started} />
-            <Bar dataKey="full" stackId="a" fill="#f0f0f0" />
             <Tooltip
               wrapperStyle={{ zIndex: 20 }}
               content={({ payload }) => {
@@ -77,6 +89,13 @@ function StackedProgress({
                 )
               }}
             />
+            <Bar dataKey="repeated" stackId="a" fill={colors.repeated} />
+            <Bar dataKey="completed" stackId="a" fill={colors.completed} />
+            <Bar dataKey="started" stackId="a" fill={colors.started} />
+            <Bar dataKey="full" stackId="a" fill="#f0f0f0" />
+            <ReferenceLine x={25} stroke="#666" strokeDasharray="3 3" />
+            <ReferenceLine x={50} stroke="#666" strokeDasharray="3 3" />
+            <ReferenceLine x={75} stroke="#666" strokeDasharray="3 3" />
           </BarChart>
         </ResponsiveContainer>
       </div>
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
index 072d55993e..ca8b955c37 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
@@ -1,9 +1,11 @@
 import { useQuery } from '@apollo/client'
 import { GetCoursePerformanceAnalyticsDocument } from '@klicker-uzh/graphql/dist/ops'
-import { H1 } from '@uzh-bf/design-system'
+import { H1, Tabs } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
+import { useState } from 'react'
+import { twMerge } from 'tailwind-merge'
 import AnalyticsErrorView from '../../../components/analytics/AnalyticsErrorView'
 import AnalyticsLoadingView from '../../../components/analytics/AnalyticsLoadingView'
 import ActivityInstanceFeedbacksPlot from '../../../components/analytics/performance/ActivityInstanceFeedbacksPlot'
@@ -18,6 +20,13 @@ function PerformanceDashboard() {
   const router = useRouter()
   const courseId = router.query.courseId as string
 
+  const [tabValue, setTabValue] = useState<
+    | 'performanceRates'
+    | 'activityProgress'
+    | 'studentPerformance'
+    | 'feedbackOverview'
+  >('performanceRates')
+
   const { data, loading, error } = useQuery(
     GetCoursePerformanceAnalyticsDocument,
     { variables: { courseId }, skip: !courseId }
@@ -60,24 +69,115 @@ function PerformanceDashboard() {
             })}
           </div>
         </div>
-        <div className="flex flex-col gap-4">
-          <PerformanceRates
-            activityPerformances={course.activityPerformances}
-            instancePerformances={course.instancePerformances}
-          />
-          <ActivityProgressPlot
-            activityProgresses={course.activityProgresses}
-            participants={course.totalParticipants}
-          />
-          <TotalStudentPerformancePlot
-            courseName={course.name}
-            participantPerformance={course.participantPerformances}
-          />
-          <ActivityInstanceFeedbacksPlot
-            instanceFeedbacks={course.instanceFeedbacks}
-            activityFeedbacks={course.activityFeedbacks}
-          />
-        </div>
+        <Tabs
+          defaultValue="performanceRates"
+          value={tabValue}
+          onValueChange={(newValue: string) =>
+            setTabValue(
+              newValue as
+                | 'performanceRates'
+                | 'activityProgress'
+                | 'studentPerformance'
+                | 'feedbackOverview'
+            )
+          }
+          className={{ root: 'flex-1 basis-2/3' }}
+        >
+          <Tabs.TabList>
+            <Tabs.Tab
+              key="tab-performanceRates"
+              value="performanceRates"
+              label={t('manage.analytics.performanceRates')}
+              className={{
+                root: 'border border-solid',
+                label: twMerge(
+                  'whitespace-nowrap text-base',
+                  tabValue === 'performanceRates' && 'font-bold'
+                ),
+              }}
+              data={{ cy: 'tab-performanceRates' }}
+            />
+            <Tabs.Tab
+              key="tab-activityProgress"
+              value="activityProgress"
+              label={t('manage.analytics.activityProgress')}
+              className={{
+                root: 'border border-solid',
+                label: twMerge(
+                  'whitespace-nowrap text-base',
+                  tabValue === 'activityProgress' && 'font-bold'
+                ),
+              }}
+              data={{ cy: 'tab-activityProgress' }}
+            />
+            <Tabs.Tab
+              key="tab-studentPerformance"
+              value="studentPerformance"
+              label={t('manage.analytics.studentPerformance')}
+              className={{
+                root: 'border border-solid',
+                label: twMerge(
+                  'whitespace-nowrap text-base',
+                  tabValue === 'studentPerformance' && 'font-bold'
+                ),
+              }}
+              data={{ cy: 'tab-studentPerformance' }}
+            />
+            <Tabs.Tab
+              key="tab-feedbackOverview"
+              value="feedbackOverview"
+              label={t('manage.analytics.feedbackOverview')}
+              className={{
+                root: 'border border-solid',
+                label: twMerge(
+                  'whitespace-nowrap text-base',
+                  tabValue === 'feedbackOverview' && 'font-bold'
+                ),
+              }}
+              data={{ cy: 'tab-feedbackOverview' }}
+            />
+          </Tabs.TabList>
+          <Tabs.TabContent
+            key="content-performanceRates"
+            value="performanceRates"
+            className={{ root: 'overflow-y-auto px-0 py-2' }}
+          >
+            <PerformanceRates
+              activityPerformances={course.activityPerformances}
+              instancePerformances={course.instancePerformances}
+            />
+          </Tabs.TabContent>
+          <Tabs.TabContent
+            key="content-activityProgress"
+            value="activityProgress"
+            className={{ root: 'overflow-y-auto px-0 py-2' }}
+          >
+            <ActivityProgressPlot
+              activityProgresses={course.activityProgresses}
+              participants={course.totalParticipants}
+            />
+          </Tabs.TabContent>
+          <Tabs.TabContent
+            key="content-studentPerformance"
+            value="studentPerformance"
+            className={{ root: 'overflow-y-auto px-0 py-2' }}
+          >
+            <TotalStudentPerformancePlot
+              courseName={course.name}
+              participantPerformance={course.participantPerformances}
+            />
+          </Tabs.TabContent>
+          <Tabs.TabContent
+            key="content-feedbackOverview"
+            value="feedbackOverview"
+            className={{ root: 'overflow-y-auto px-0 py-2' }}
+          >
+            <ActivityInstanceFeedbacksPlot
+              instanceFeedbacks={course.instanceFeedbacks}
+              activityFeedbacks={course.activityFeedbacks}
+            />
+          </Tabs.TabContent>
+        </Tabs>
       </div>
     </Layout>
   )
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 3cbcc74f52..c73961f832 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1888,9 +1888,15 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       firstAttempt: 'Erster Lösungsversuch',
       lastAttempt: 'Letzter Lösungsversuch',
       performanceLevel: 'Leistungslevel',
-      negativeFeedbackOverview: 'Übersicht Negative Bewertungen',
+      feedbackOverviewActivityInstances:
+        'Übersicht für Aktivitäts- und Element-Bewertungen',
       upvotes: 'Positive Bewertungen',
       downvotes: 'Negative Bewertungen',
+      performanceRates: 'Performance-Raten',
+      activityProgress: 'Aktivitätsfortschritt',
+      studentPerformance: 'Studierendenleistung',
+      feedbackOverview: 'Feedback-Übersicht',
+      dataSource: 'Datenquelle',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 81227e52ef..4da4f964ff 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1874,9 +1874,15 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       firstAttempt: 'First Attempt',
       lastAttempt: 'Last Attempt',
       performanceLevel: 'Performance Level',
-      negativeFeedbackOverview: 'Negative Feedback Overview',
+      feedbackOverviewActivityInstances:
+        'Overview of Activity and Element Ratings',
       upvotes: 'Upvotes',
       downvotes: 'Downvotes',
+      performanceRates: 'Performance Rates',
+      activityProgress: 'Activity Progress',
+      studentPerformance: 'Student Performance',
+      feedbackOverview: 'Feedback Overview',
+      dataSource: 'Data Source',
     },
   },
   control: {

From 1a7b2ebf78b96a812058ab7c2684e20ab1de7641 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Roland=20Schl=C3=A4fli?= <rolandschlaefli@gmail.com>
Date: Fri, 20 Dec 2024 15:07:03 +0100
Subject: [PATCH 26/38] deps: upgrade to prisma 6.1.0 (#4403)

---
 .husky/pre-commit                             |   1 -
 _run_app_dependencies_macos.sh                |   2 +-
 apps/auth/package.json                        |   2 +-
 apps/backend-docker/package.json              |   4 +-
 package.json                                  |   2 +-
 packages/prisma/package.json                  |   7 +-
 .../migration.sql                             |  29 +++
 .../src/prisma/migrations/migration_lock.toml |   2 +-
 packages/prisma/src/prisma/schema/js.prisma   |   2 +-
 pnpm-lock.yaml                                | 197 +++++++++---------
 10 files changed, 143 insertions(+), 105 deletions(-)
 create mode 100644 packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql

diff --git a/.husky/pre-commit b/.husky/pre-commit
index 7b6f0939ab..6c60fd7a90 100644
--- a/.husky/pre-commit
+++ b/.husky/pre-commit
@@ -1,2 +1 @@
-pnpm install --frozen-lockfile
 pnpm run check
diff --git a/_run_app_dependencies_macos.sh b/_run_app_dependencies_macos.sh
index 54529f4619..98a78962cb 100755
--- a/_run_app_dependencies_macos.sh
+++ b/_run_app_dependencies_macos.sh
@@ -4,4 +4,4 @@
 ./util/sync-schema.sh
 
 # start postgres, redis, and reverse proxy
-docker compose up postgres postgres_diff redis_exec redis_cache reverse_proxy_macos
+docker compose up postgres redis_exec redis_cache reverse_proxy_macos
diff --git a/apps/auth/package.json b/apps/auth/package.json
index 4a994b8ef7..efcbaf3bb8 100644
--- a/apps/auth/package.json
+++ b/apps/auth/package.json
@@ -36,7 +36,7 @@
     "eslint-config-next": "~15.0.0",
     "postcss": "~8.4.47",
     "postcss-import": "~16.1.0",
-    "prisma": "~5.21.0",
+    "prisma": "~6.1.0",
     "tailwindcss": "~3.4.14",
     "typescript": "~5.6.3"
   },
diff --git a/apps/backend-docker/package.json b/apps/backend-docker/package.json
index 7e1c4bce03..21c44c431b 100644
--- a/apps/backend-docker/package.json
+++ b/apps/backend-docker/package.json
@@ -25,7 +25,7 @@
     "@opentelemetry/sdk-trace-node": "1.26.0",
     "@opentelemetry/semantic-conventions": "1.27.0",
     "@prisma/extension-optimize": "1.0.1",
-    "@prisma/instrumentation": "5.21.0",
+    "@prisma/instrumentation": "6.1.0",
     "@sentry/node": "7.103.0",
     "@sentry/tracing": "7.114.0",
     "cookie-parser": "1.4.7",
@@ -66,7 +66,7 @@
     "nodemon": "~3.1.7",
     "npm-run-all": "~4.1.5",
     "nyc": "~17.1.0",
-    "prisma": "~5.21.0",
+    "prisma": "~6.1.0",
     "rollup": "~4.24.0",
     "source-map-support": "~0.5.21",
     "tsx": "~4.19.1",
diff --git a/package.json b/package.json
index 68443d824c..6dc9d3f246 100644
--- a/package.json
+++ b/package.json
@@ -26,7 +26,7 @@
     "Bulin Shaqiri <bulin.shaqiri@bf.uzh.ch>"
   ],
   "devDependencies": {
-    "@prisma/nextjs-monorepo-workaround-plugin": "~5.21.1",
+    "@prisma/nextjs-monorepo-workaround-plugin": "~6.1.0",
     "cross-env": "~7.0.3",
     "husky": "~9.1.7",
     "lint-staged": "~15.2.10",
diff --git a/packages/prisma/package.json b/packages/prisma/package.json
index 0b3e7ecef8..893ba3a6c3 100644
--- a/packages/prisma/package.json
+++ b/packages/prisma/package.json
@@ -8,7 +8,7 @@
     "dist"
   ],
   "dependencies": {
-    "@prisma/client": "5.21.0"
+    "@prisma/client": "6.1.0"
   },
   "devDependencies": {
     "@klicker-uzh/transactional": "workspace:*",
@@ -26,8 +26,8 @@
     "fs-extra": "~11.2.0",
     "npm-run-all": "~4.1.5",
     "p-map": "~7.0.2",
-    "prisma": "~5.21.0",
-    "prisma-json-types-generator": "~3.1.1",
+    "prisma": "~6.1.0",
+    "prisma-json-types-generator": "~3.2.2",
     "tsx": "~4.19.1",
     "turndown": "~7.2.0",
     "typescript": "~5.6.3",
@@ -35,6 +35,7 @@
     "xml2js": "~0.6.2"
   },
   "peerDependencies": {
+    "@klicker-uzh/types": "workspace:*",
     "@klicker-uzh/util": "workspace:*"
   },
   "scripts": {
diff --git a/packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql b/packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql
new file mode 100644
index 0000000000..286e3124c1
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql
@@ -0,0 +1,29 @@
+-- AlterTable
+ALTER TABLE "_AchievementToTitle" ADD CONSTRAINT "_AchievementToTitle_AB_pkey" PRIMARY KEY ("A", "B");
+
+-- DropIndex
+DROP INDEX "_AchievementToTitle_AB_unique";
+
+-- AlterTable
+ALTER TABLE "_ElementStackToParticipation" ADD CONSTRAINT "_ElementStackToParticipation_AB_pkey" PRIMARY KEY ("A", "B");
+
+-- DropIndex
+DROP INDEX "_ElementStackToParticipation_AB_unique";
+
+-- AlterTable
+ALTER TABLE "_ElementToTag" ADD CONSTRAINT "_ElementToTag_AB_pkey" PRIMARY KEY ("A", "B");
+
+-- DropIndex
+DROP INDEX "_ElementToTag_AB_unique";
+
+-- AlterTable
+ALTER TABLE "_ParticipantToParticipantGroup" ADD CONSTRAINT "_ParticipantToParticipantGroup_AB_pkey" PRIMARY KEY ("A", "B");
+
+-- DropIndex
+DROP INDEX "_ParticipantToParticipantGroup_AB_unique";
+
+-- AlterTable
+ALTER TABLE "_ParticipantToTitle" ADD CONSTRAINT "_ParticipantToTitle_AB_pkey" PRIMARY KEY ("A", "B");
+
+-- DropIndex
+DROP INDEX "_ParticipantToTitle_AB_unique";
diff --git a/packages/prisma/src/prisma/migrations/migration_lock.toml b/packages/prisma/src/prisma/migrations/migration_lock.toml
index fbffa92c2b..648c57fd59 100644
--- a/packages/prisma/src/prisma/migrations/migration_lock.toml
+++ b/packages/prisma/src/prisma/migrations/migration_lock.toml
@@ -1,3 +1,3 @@
 # Please do not edit this file manually
-# It should be added in your version-control system (i.e. Git)
+# It should be added in your version-control system (e.g., Git)
 provider = "postgresql"
\ No newline at end of file
diff --git a/packages/prisma/src/prisma/schema/js.prisma b/packages/prisma/src/prisma/schema/js.prisma
index 19dcedc499..9286a344de 100644
--- a/packages/prisma/src/prisma/schema/js.prisma
+++ b/packages/prisma/src/prisma/schema/js.prisma
@@ -1,6 +1,6 @@
 generator client {
   provider        = "prisma-client-js"
-  previewFeatures = ["fullTextSearch", "fullTextIndex", "postgresqlExtensions", "prismaSchemaFolder", "tracing"]
+  previewFeatures = ["postgresqlExtensions", "prismaSchemaFolder"]
   output          = "../client"
   binaryTargets   = ["native", "debian-openssl-1.1.x", "linux-musl-openssl-3.0.x", "debian-openssl-3.0.x"]
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 769da8addb..8d4237c1ba 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -9,8 +9,8 @@ importers:
   .:
     devDependencies:
       '@prisma/nextjs-monorepo-workaround-plugin':
-        specifier: ~5.21.1
-        version: 5.21.1
+        specifier: ~6.1.0
+        version: 6.1.0
       cross-env:
         specifier: ~7.0.3
         version: 7.0.3
@@ -70,7 +70,7 @@ importers:
         version: link:../../packages/shared-components
       '@next-auth/prisma-adapter':
         specifier: 1.0.7
-        version: 1.0.7(@prisma/client@5.21.0(prisma@5.21.0))(next-auth@4.24.8(next@15.0.0(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(nodemailer@6.9.15)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+        version: 1.0.7(@prisma/client@6.1.0(prisma@6.1.0))(next-auth@4.24.8(next@15.0.0(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(nodemailer@6.9.15)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
       '@uzh-bf/design-system':
         specifier: 3.0.0-alpha.35
         version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
@@ -151,8 +151,8 @@ importers:
         specifier: ~16.1.0
         version: 16.1.0(postcss@8.4.47)
       prisma:
-        specifier: ~5.21.0
-        version: 5.21.0
+        specifier: ~6.1.0
+        version: 6.1.0
       tailwindcss:
         specifier: ~3.4.14
         version: 3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))
@@ -212,10 +212,10 @@ importers:
         version: 1.27.0
       '@prisma/extension-optimize':
         specifier: 1.0.1
-        version: 1.0.1(@prisma/client@5.21.0(prisma@5.21.0))
+        version: 1.0.1(@prisma/client@6.1.0(prisma@6.1.0))
       '@prisma/instrumentation':
-        specifier: 5.21.0
-        version: 5.21.0
+        specifier: 6.1.0
+        version: 6.1.0(@opentelemetry/api@1.9.0)
       '@sentry/node':
         specifier: 7.103.0
         version: 7.103.0
@@ -270,7 +270,7 @@ importers:
         version: 15.3.0(rollup@4.24.0)
       '@rollup/plugin-typescript':
         specifier: ~12.1.1
-        version: 12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)
+        version: 12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)
       '@types/cookie-parser':
         specifier: ^1.4.7
         version: 1.4.7
@@ -332,8 +332,8 @@ importers:
         specifier: ~17.1.0
         version: 17.1.0
       prisma:
-        specifier: ~5.21.0
-        version: 5.21.0
+        specifier: ~6.1.0
+        version: 6.1.0
       rollup:
         specifier: ~4.24.0
         version: 4.24.0
@@ -1167,7 +1167,7 @@ importers:
         version: 15.3.0(rollup@4.24.0)
       '@rollup/plugin-typescript':
         specifier: ~12.1.1
-        version: 12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)
+        version: 12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)
       '@types/ltijs':
         specifier: ^4.0.11
         version: 4.0.11
@@ -1382,7 +1382,7 @@ importers:
         version: 15.3.0(rollup@4.24.0)
       '@rollup/plugin-typescript':
         specifier: ~12.1.1
-        version: 12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)
+        version: 12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)
       '@types/jest':
         specifier: ^29.5.13
         version: 29.5.13
@@ -1436,7 +1436,7 @@ importers:
         version: 4.1.0(graphql@16.9.0)
       '@pothos/plugin-prisma':
         specifier: 4.2.1
-        version: 4.2.1(@pothos/core@4.3.0(graphql@16.9.0))(@prisma/client@5.21.0(prisma@5.21.0))(graphql@16.9.0)(typescript@5.6.3)
+        version: 4.2.1(@pothos/core@4.3.0(graphql@16.9.0))(@prisma/client@6.1.0(prisma@6.1.0))(graphql@16.9.0)(typescript@5.6.3)
       '@pothos/plugin-scope-auth':
         specifier: 4.1.0
         version: 4.1.0(@pothos/core@4.3.0(graphql@16.9.0))(graphql@16.9.0)
@@ -1533,7 +1533,7 @@ importers:
         version: 15.3.0(rollup@4.24.0)
       '@rollup/plugin-typescript':
         specifier: ~12.1.1
-        version: 12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)
+        version: 12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)
       '@types/bcryptjs':
         specifier: ^2.4.6
         version: 2.4.6
@@ -1682,7 +1682,7 @@ importers:
         version: 15.3.0(rollup@4.24.0)
       '@rollup/plugin-typescript':
         specifier: ~12.1.1
-        version: 12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)
+        version: 12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)
       '@types/node':
         specifier: ^20.16.1
         version: 20.16.1
@@ -1731,19 +1731,22 @@ importers:
 
   packages/prisma:
     dependencies:
+      '@klicker-uzh/types':
+        specifier: workspace:*
+        version: link:../types
       '@klicker-uzh/util':
         specifier: workspace:*
         version: link:../util
       '@prisma/client':
-        specifier: 5.21.0
-        version: 5.21.0(prisma@5.21.0)
+        specifier: 6.1.0
+        version: 6.1.0(prisma@6.1.0)
     devDependencies:
       '@klicker-uzh/transactional':
         specifier: workspace:*
         version: link:../transactional
       '@pothos/plugin-prisma':
         specifier: ~4.2.1
-        version: 4.2.1(@pothos/core@4.3.0(graphql@16.9.0))(@prisma/client@5.21.0(prisma@5.21.0))(graphql@16.9.0)(typescript@5.6.3)
+        version: 4.2.1(@pothos/core@4.3.0(graphql@16.9.0))(@prisma/client@6.1.0(prisma@6.1.0))(graphql@16.9.0)(typescript@5.6.3)
       '@types/bcryptjs':
         specifier: ^2.4.6
         version: 2.4.6
@@ -1784,11 +1787,11 @@ importers:
         specifier: ~7.0.2
         version: 7.0.2
       prisma:
-        specifier: ~5.21.0
-        version: 5.21.0
+        specifier: ~6.1.0
+        version: 6.1.0
       prisma-json-types-generator:
-        specifier: ~3.1.1
-        version: 3.1.1(prisma@5.21.0)(typescript@5.6.3)
+        specifier: ~3.2.2
+        version: 3.2.2(prisma@6.1.0)(typescript@5.6.3)
       tsx:
         specifier: ~4.19.1
         version: 4.19.1
@@ -1976,7 +1979,7 @@ importers:
         version: 15.3.0(rollup@4.24.0)
       '@rollup/plugin-typescript':
         specifier: ~12.1.1
-        version: 12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)
+        version: 12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)
       '@types/node':
         specifier: ^20.16.1
         version: 20.16.12
@@ -2010,7 +2013,7 @@ importers:
         version: 15.3.0(rollup@4.24.0)
       '@rollup/plugin-typescript':
         specifier: ~12.1.1
-        version: 12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)
+        version: 12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)
       '@types/node':
         specifier: ^20.16.1
         version: 20.16.1
@@ -5407,9 +5410,9 @@ packages:
       graphql: '>=16.6.0'
       zod: '*'
 
-  '@prisma/client@5.21.0':
-    resolution: {integrity: sha512-Qf2YleB3dsCRXiKSQZ+j0aF5E+ojpfqF8ExXaNAWBbAhKapMduwNvgo13K2pEuTiQq8voG2aQPQnxjsO9fOpTQ==}
-    engines: {node: '>=16.13'}
+  '@prisma/client@6.1.0':
+    resolution: {integrity: sha512-AbQYc5+EJKm1Ydfq3KxwcGiy7wIbm4/QbjCKWWoNROtvy7d6a3gmAGkKjK0iUCzh+rHV8xDhD5Cge8ke/kiy5Q==}
+    engines: {node: '>=18.18'}
     peerDependencies:
       prisma: '*'
     peerDependenciesMeta:
@@ -5422,43 +5425,45 @@ packages:
   '@prisma/debug@5.19.1':
     resolution: {integrity: sha512-lAG6A6QnG2AskAukIEucYJZxxcSqKsMK74ZFVfCTOM/7UiyJQi48v6TQ47d6qKG3LbMslqOvnTX25dj/qvclGg==}
 
-  '@prisma/debug@5.20.0':
-    resolution: {integrity: sha512-oCx79MJ4HSujokA8S1g0xgZUGybD4SyIOydoHMngFYiwEwYDQ5tBQkK5XoEHuwOYDKUOKRn/J0MEymckc4IgsQ==}
+  '@prisma/debug@6.0.0':
+    resolution: {integrity: sha512-eUjoNThlDXdyJ1iQ2d7U6aTVwm59EwvODb5zFVNJEokNoSiQmiYWNzZIwZyDmZ+j51j42/0iTaHIJ4/aZPKFRg==}
 
-  '@prisma/debug@5.21.0':
-    resolution: {integrity: sha512-8gX68E36OKImh7LBz5fFIuTRLZgM1ObnDA8ukhC1kZvTK7k7Unti6pJe3ZiudzuFAxae06PV1rhq1u9DZbXVnQ==}
+  '@prisma/debug@6.1.0':
+    resolution: {integrity: sha512-0himsvcM4DGBTtvXkd2Tggv6sl2JyUYLzEGXXleFY+7Kp6rZeSS3hiTW9mwtUlXrwYbJP6pwlVNB7jYElrjWUg==}
 
-  '@prisma/engines-version@5.21.0-36.08713a93b99d58f31485621c634b04983ae01d95':
-    resolution: {integrity: sha512-hfq7c8MnkhcZTY0bGXG6bV5Cr7OsnHLERNy4xkZy6rbpWnhtfjuj3yUVM4u1GKXd6uWmFbg0+HDw8KXTgTVepQ==}
+  '@prisma/engines-version@6.1.0-21.11f085a2012c0f4778414c8db2651556ee0ef959':
+    resolution: {integrity: sha512-PdJqmYM2Fd8K0weOOtQThWylwjsDlTig+8Pcg47/jszMuLL9iLIaygC3cjWJLda69siRW4STlCTMSgOjZzvKPQ==}
 
-  '@prisma/engines@5.21.0':
-    resolution: {integrity: sha512-IBewQJiDnFiz39pl8kEIzmzV4RAoBPBD2DoLDntMMXObg1an90Dp+xeb1mmwrTgRDE3elu/LYxyVPEkKw9LZ7A==}
+  '@prisma/engines@6.1.0':
+    resolution: {integrity: sha512-GnYJbCiep3Vyr1P/415ReYrgJUjP79fBNc1wCo7NP6Eia0CzL2Ot9vK7Infczv3oK7JLrCcawOSAxFxNFsAERQ==}
 
   '@prisma/extension-optimize@1.0.1':
     resolution: {integrity: sha512-9PVlZUAQ/lRdPNAA2LfRJTo2YO9DSAi/vSsl7AkA4eQ28UspYSQfKgBU+uwNUgVf4HbdvnCkLoxw16zPANuMVQ==}
     peerDependencies:
       '@prisma/client': 5.x
 
-  '@prisma/fetch-engine@5.21.0':
-    resolution: {integrity: sha512-nXKJrsxVKng6yjJzl7vBjrr3S34cOmWQ9SiGTo9xidVTmVSgg5GCTwDL4r2be8DE3RntqK5BW2LWQ1gF80eINw==}
+  '@prisma/fetch-engine@6.1.0':
+    resolution: {integrity: sha512-asdFi7TvPlEZ8CzSZ/+Du5wZ27q6OJbRSXh+S8ISZguu+S9KtS/gP7NeXceZyb1Jv1SM1S5YfiCv+STDsG6rrg==}
 
   '@prisma/generator-helper@5.18.0':
     resolution: {integrity: sha512-3ffmrd9KE8ssg/fwyvfwMxrDAunLF8DLFjfwYnDRE7VaNIhkUVZwB77jAwpMCtukvCsAp14WGWu4itvLMzH3GQ==}
 
-  '@prisma/generator-helper@5.20.0':
-    resolution: {integrity: sha512-37Aibw0wVRQgQVtCdNAIN71YFnSQfvetok7vd95KKkYkQRbEx94gsvPDpyN9Mw7p3IwA3nFgPfLc3jBRztUkKw==}
+  '@prisma/generator-helper@6.0.0':
+    resolution: {integrity: sha512-5DkG7hspZo6U4OtqI2W0JcgtY37sr7HgT8Q0W/sjL4VoV4px6ivzK6Eif5bKM7q+S4yFUHtjUt/3s69ErfLn7A==}
 
-  '@prisma/get-platform@5.21.0':
-    resolution: {integrity: sha512-NAyaAcHJhs0IysGYJtM6Fm3ccEs/LkCZqz/8riVkkJswFrRtFV93jAUIVKWO/wj1Ca1gO7HaMd/tr6e/9Xmvww==}
+  '@prisma/get-platform@6.1.0':
+    resolution: {integrity: sha512-ia8bNjboBoHkmKGGaWtqtlgQOhCi7+f85aOkPJKgNwWvYrT6l78KgojLekE8zMhVk0R9lWcifV0Pf8l3/15V0Q==}
 
   '@prisma/instrumentation@5.19.1':
     resolution: {integrity: sha512-VLnzMQq7CWroL5AeaW0Py2huiNKeoMfCH3SUxstdzPrlWQi6UQ9UrfcbUkNHlVFqOMacqy8X/8YtE0kuKDpD9w==}
 
-  '@prisma/instrumentation@5.21.0':
-    resolution: {integrity: sha512-ZMWvziSkBIwN/wMiwym6+YhJ0dHuYjN0WpAn7nhcKP1ftgFaQUhTL/a4blX0b6TOA4acTjWWMEQYAfHKQcStUg==}
+  '@prisma/instrumentation@6.1.0':
+    resolution: {integrity: sha512-mNdBeKOvKeXWFmowPNVEciGzpWjd7o3hkTVZmbjuMhA1ZHQksS3Am4HposiAmvqpuYnCJ2h79sJsv2kW0CqlDg==}
+    peerDependencies:
+      '@opentelemetry/api': ^1.8
 
-  '@prisma/nextjs-monorepo-workaround-plugin@5.21.1':
-    resolution: {integrity: sha512-nbrAetFfGXw3Czg9+u/Hs4a5uLnT8MNsVRK7mSzl+Y2zi5badgpN8hmlhv2WEX1+GSDKMxJ8rAKpTwiIqH7fdQ==}
+  '@prisma/nextjs-monorepo-workaround-plugin@6.1.0':
+    resolution: {integrity: sha512-hB+yI820xSAFFVljV7CzhJaT7FJNZagGIMUjFFTcyJAjA1Qb0VQ6Y598j6g8GBKwyPiasN1ehDYDIfTJI9kA/A==}
 
   '@protobufjs/aspromise@1.1.2':
     resolution: {integrity: sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ==}
@@ -14281,17 +14286,17 @@ packages:
     peerDependencies:
       react: '>=16.0.0'
 
-  prisma-json-types-generator@3.1.1:
-    resolution: {integrity: sha512-LYVBKWcnh6SSPf6jNJuQEmByyZtj79kuxzilCF8962ViBNciBzk+pQ8qt7HR7lFUIOEN3sUeOOhJe1RuytGk6A==}
+  prisma-json-types-generator@3.2.2:
+    resolution: {integrity: sha512-kvEbJPIP5gxk65KmLs0nAvY+CxpqVMWb4OsEvXlyXZmp2IGfi5f52BUV7ezTYQNjRPZyR4QlayWJXffoqVVAfA==}
     engines: {node: '>=14.0'}
     hasBin: true
     peerDependencies:
-      prisma: ^5.20
+      prisma: ^5 || ^6
       typescript: ^5.6.2
 
-  prisma@5.21.0:
-    resolution: {integrity: sha512-Pc/xn2eZPiANbFFGp+YoCQSKQ5t9W/dBzQ+3HrcfrOWZAzt7n77VsVCPa9WdfTjim4CuodkCFyiP2+uGY5/gqw==}
-    engines: {node: '>=16.13'}
+  prisma@6.1.0:
+    resolution: {integrity: sha512-aFI3Yi+ApUxkwCJJwyQSwpyzUX7YX3ihzuHNHOyv4GJg3X5tQsmRaJEnZ+ZyfHpMtnyahhmXVfbTZ+lS8ZtfKw==}
+    engines: {node: '>=18.18'}
     hasBin: true
 
   prismjs@1.29.0:
@@ -16144,6 +16149,9 @@ packages:
   tslib@2.8.0:
     resolution: {integrity: sha512-jWVzBLplnCmoaTr13V9dYbiQ99wvZRd0vNWaDRg+aVYRcjDF3nDksxFDE/+fkXnKhpnUUkmx5pK/v8mCtLVqZA==}
 
+  tslib@2.8.1:
+    resolution: {integrity: sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==}
+
   tsup@8.3.0:
     resolution: {integrity: sha512-ALscEeyS03IomcuNdFdc0YWGVIkwH1Ws7nfTbAPuoILvEV2hpGQAY72LIOjglGo4ShWpZfpBqP/jpQVCzqYQag==}
     engines: {node: '>=18'}
@@ -17424,7 +17432,7 @@ snapshots:
       '@azure/core-lro': 2.7.2
       '@azure/core-paging': 1.6.2
       '@azure/core-rest-pipeline': 1.17.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -17436,7 +17444,7 @@ snapshots:
       '@azure/core-lro': 2.7.2
       '@azure/core-paging': 1.6.2
       '@azure/core-rest-pipeline': 1.17.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -17448,7 +17456,7 @@ snapshots:
       '@azure/core-lro': 2.7.2
       '@azure/core-paging': 1.6.2
       '@azure/core-rest-pipeline': 1.17.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -17460,7 +17468,7 @@ snapshots:
       '@azure/core-lro': 2.7.2
       '@azure/core-paging': 1.6.2
       '@azure/core-rest-pipeline': 1.17.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -17593,7 +17601,7 @@ snapshots:
       jws: 4.0.0
       open: 8.4.2
       stoppable: 1.1.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -23072,7 +23080,7 @@ snapshots:
       chai: 4.5.0
       jsonschema: 1.4.1
       neverthrow: 3.2.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - debug
       - encoding
@@ -23158,9 +23166,9 @@ snapshots:
       sparse-bitfield: 3.0.3
     optional: true
 
-  '@next-auth/prisma-adapter@1.0.7(@prisma/client@5.21.0(prisma@5.21.0))(next-auth@4.24.8(next@15.0.0(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(nodemailer@6.9.15)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))':
+  '@next-auth/prisma-adapter@1.0.7(@prisma/client@6.1.0(prisma@6.1.0))(next-auth@4.24.8(next@15.0.0(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(nodemailer@6.9.15)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))':
     dependencies:
-      '@prisma/client': 5.21.0(prisma@5.21.0)
+      '@prisma/client': 6.1.0(prisma@6.1.0)
       next-auth: 4.24.8(next@15.0.0(@babel/core@7.25.8)(@opentelemetry/api@1.9.0)(babel-plugin-macros@3.1.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(nodemailer@6.9.15)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
 
   '@next/env@14.2.3': {}
@@ -23460,10 +23468,10 @@ snapshots:
     dependencies:
       graphql: 16.9.0
 
-  '@pothos/plugin-prisma@4.2.1(@pothos/core@4.3.0(graphql@16.9.0))(@prisma/client@5.21.0(prisma@5.21.0))(graphql@16.9.0)(typescript@5.6.3)':
+  '@pothos/plugin-prisma@4.2.1(@pothos/core@4.3.0(graphql@16.9.0))(@prisma/client@6.1.0(prisma@6.1.0))(graphql@16.9.0)(typescript@5.6.3)':
     dependencies:
       '@pothos/core': 4.3.0(graphql@16.9.0)
-      '@prisma/client': 5.21.0(prisma@5.21.0)
+      '@prisma/client': 6.1.0(prisma@6.1.0)
       '@prisma/generator-helper': 5.18.0
       graphql: 16.9.0
       typescript: 5.6.3
@@ -23479,28 +23487,28 @@ snapshots:
       graphql: 16.9.0
       zod: 3.23.8
 
-  '@prisma/client@5.21.0(prisma@5.21.0)':
+  '@prisma/client@6.1.0(prisma@6.1.0)':
     optionalDependencies:
-      prisma: 5.21.0
+      prisma: 6.1.0
 
   '@prisma/debug@5.18.0': {}
 
   '@prisma/debug@5.19.1': {}
 
-  '@prisma/debug@5.20.0': {}
+  '@prisma/debug@6.0.0': {}
 
-  '@prisma/debug@5.21.0': {}
+  '@prisma/debug@6.1.0': {}
 
-  '@prisma/engines-version@5.21.0-36.08713a93b99d58f31485621c634b04983ae01d95': {}
+  '@prisma/engines-version@6.1.0-21.11f085a2012c0f4778414c8db2651556ee0ef959': {}
 
-  '@prisma/engines@5.21.0':
+  '@prisma/engines@6.1.0':
     dependencies:
-      '@prisma/debug': 5.21.0
-      '@prisma/engines-version': 5.21.0-36.08713a93b99d58f31485621c634b04983ae01d95
-      '@prisma/fetch-engine': 5.21.0
-      '@prisma/get-platform': 5.21.0
+      '@prisma/debug': 6.1.0
+      '@prisma/engines-version': 6.1.0-21.11f085a2012c0f4778414c8db2651556ee0ef959
+      '@prisma/fetch-engine': 6.1.0
+      '@prisma/get-platform': 6.1.0
 
-  '@prisma/extension-optimize@1.0.1(@prisma/client@5.21.0(prisma@5.21.0))':
+  '@prisma/extension-optimize@1.0.1(@prisma/client@6.1.0(prisma@6.1.0))':
     dependencies:
       '@opentelemetry/api': 1.9.0
       '@opentelemetry/context-async-hooks': 1.25.1(@opentelemetry/api@1.9.0)
@@ -23508,7 +23516,7 @@ snapshots:
       '@opentelemetry/resources': 1.26.0(@opentelemetry/api@1.9.0)
       '@opentelemetry/sdk-trace-base': 1.26.0(@opentelemetry/api@1.9.0)
       '@opentelemetry/semantic-conventions': 1.22.0
-      '@prisma/client': 5.21.0(prisma@5.21.0)
+      '@prisma/client': 6.1.0(prisma@6.1.0)
       '@prisma/debug': 5.19.1
       '@prisma/instrumentation': 5.19.1
       kleur: 4.1.5
@@ -23516,23 +23524,23 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@prisma/fetch-engine@5.21.0':
+  '@prisma/fetch-engine@6.1.0':
     dependencies:
-      '@prisma/debug': 5.21.0
-      '@prisma/engines-version': 5.21.0-36.08713a93b99d58f31485621c634b04983ae01d95
-      '@prisma/get-platform': 5.21.0
+      '@prisma/debug': 6.1.0
+      '@prisma/engines-version': 6.1.0-21.11f085a2012c0f4778414c8db2651556ee0ef959
+      '@prisma/get-platform': 6.1.0
 
   '@prisma/generator-helper@5.18.0':
     dependencies:
       '@prisma/debug': 5.18.0
 
-  '@prisma/generator-helper@5.20.0':
+  '@prisma/generator-helper@6.0.0':
     dependencies:
-      '@prisma/debug': 5.20.0
+      '@prisma/debug': 6.0.0
 
-  '@prisma/get-platform@5.21.0':
+  '@prisma/get-platform@6.1.0':
     dependencies:
-      '@prisma/debug': 5.21.0
+      '@prisma/debug': 6.1.0
 
   '@prisma/instrumentation@5.19.1':
     dependencies:
@@ -23542,15 +23550,14 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@prisma/instrumentation@5.21.0':
+  '@prisma/instrumentation@6.1.0(@opentelemetry/api@1.9.0)':
     dependencies:
       '@opentelemetry/api': 1.9.0
       '@opentelemetry/instrumentation': 0.53.0(@opentelemetry/api@1.9.0)
-      '@opentelemetry/sdk-trace-base': 1.26.0(@opentelemetry/api@1.9.0)
     transitivePeerDependencies:
       - supports-color
 
-  '@prisma/nextjs-monorepo-workaround-plugin@5.21.1': {}
+  '@prisma/nextjs-monorepo-workaround-plugin@6.1.0': {}
 
   '@protobufjs/aspromise@1.1.2': {}
 
@@ -24825,14 +24832,14 @@ snapshots:
       magic-string: 0.25.9
       rollup: 2.79.1
 
-  '@rollup/plugin-typescript@12.1.1(rollup@4.24.0)(tslib@2.8.0)(typescript@5.6.3)':
+  '@rollup/plugin-typescript@12.1.1(rollup@4.24.0)(tslib@2.8.1)(typescript@5.6.3)':
     dependencies:
       '@rollup/pluginutils': 5.1.2(rollup@4.24.0)
       resolve: 1.22.8
       typescript: 5.6.3
     optionalDependencies:
       rollup: 4.24.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@rollup/pluginutils@3.1.0(rollup@2.79.1)':
     dependencies:
@@ -26727,7 +26734,7 @@ snapshots:
 
   async-mutex@0.3.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   async-retry@1.3.3:
     dependencies:
@@ -34476,16 +34483,16 @@ snapshots:
       clsx: 2.1.1
       react: 18.3.1
 
-  prisma-json-types-generator@3.1.1(prisma@5.21.0)(typescript@5.6.3):
+  prisma-json-types-generator@3.2.2(prisma@6.1.0)(typescript@5.6.3):
     dependencies:
-      '@prisma/generator-helper': 5.20.0
-      prisma: 5.21.0
-      tslib: 2.7.0
+      '@prisma/generator-helper': 6.0.0
+      prisma: 6.1.0
+      tslib: 2.8.1
       typescript: 5.6.3
 
-  prisma@5.21.0:
+  prisma@6.1.0:
     dependencies:
-      '@prisma/engines': 5.21.0
+      '@prisma/engines': 6.1.0
     optionalDependencies:
       fsevents: 2.3.3
 
@@ -36855,6 +36862,8 @@ snapshots:
 
   tslib@2.8.0: {}
 
+  tslib@2.8.1: {}
+
   tsup@8.3.0(@swc/core@1.8.0(@swc/helpers@0.5.13))(jiti@1.21.6)(postcss@8.4.47)(tsx@4.19.1)(typescript@5.6.3)(yaml@2.6.1):
     dependencies:
       bundle-require: 5.0.0(esbuild@0.23.1)

From 6fa3bb6184c3290302b18b178b9f0d26570c8fd4 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Sun, 22 Dec 2024 13:30:08 +0100
Subject: [PATCH 27/38] enhance(apps/analytics): implement quiz analytics
 dashboard for asynchronous activities (#4405)

---
 .../compute_instance_performance.py           |   5 +
 .../save_instance_performances.py             |   1 +
 .../performance/ErrorRatesLegend.tsx          |  41 +
 .../performance/PerformanceRates.tsx          |  23 +-
 .../performance/PerformanceRatesBarChart.tsx  |  12 +-
 .../quiz/ActivityAnalyticsCharts.tsx          |  97 +++
 .../quiz/CircularPerformancePlot.tsx          |  64 ++
 .../analytics/quiz/InstanceQuizAnalytics.tsx  | 103 +++
 .../quiz/QuizAnalyticsNavigation.tsx          |  26 +-
 .../quiz/QuizSelectionNavigation.tsx          |  16 +
 .../pages/analytics/[courseId]/quizzes.tsx    |  81 --
 .../analytics/[courseId]/quizzes/[id].tsx     | 102 +++
 .../analytics/[courseId]/quizzes/index.tsx    | 191 +++++
 .../graphql/ops/QGetActivityAnalytics.graphql |  44 +
 .../graphql/ops/QGetCourseActivities.graphql  |  16 +
 packages/graphql/src/ops.schema.json          | 752 ++++++++++++++++--
 packages/graphql/src/ops.ts                   |  77 ++
 packages/graphql/src/public/client.json       |   2 +
 packages/graphql/src/public/schema.graphql    |  48 ++
 packages/graphql/src/public/server.json       |   2 +
 packages/graphql/src/schema/analytics.ts      |  79 ++
 packages/graphql/src/schema/practiceQuiz.ts   |   3 +
 packages/graphql/src/schema/query.ts          |  23 +
 packages/graphql/src/services/analytics.ts    | 138 ++++
 packages/graphql/src/services/courses.ts      |  41 +
 packages/i18n/messages/de.ts                  |  23 +
 packages/i18n/messages/en.ts                  |  22 +
 .../migration.sql                             |   8 +
 .../prisma/src/prisma/schema/analytics.prisma |   3 +-
 packages/types/src/index.ts                   |  36 +
 30 files changed, 1907 insertions(+), 172 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/ErrorRatesLegend.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/quiz/ActivityAnalyticsCharts.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/quiz/InstanceQuizAnalytics.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx
 delete mode 100644 apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
 create mode 100644 apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
 create mode 100644 apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
 create mode 100644 packages/graphql/src/graphql/ops/QGetActivityAnalytics.graphql
 create mode 100644 packages/graphql/src/graphql/ops/QGetCourseActivities.graphql
 create mode 100644 packages/prisma/src/prisma/migrations/20241221102445_average_time_instance_performance/migration.sql

diff --git a/apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py b/apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py
index b287515a20..78b15e9bc4 100644
--- a/apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py
+++ b/apps/analytics/src/modules/instance_activity_performance/compute_instance_performance.py
@@ -16,6 +16,7 @@ def compute_instance_performance(db, activity, total_only=False):
             "totalErrorRate",
             "totalPartialRate",
             "totalCorrectRate",
+            "averageTimeSpent",
         ]
     )
 
@@ -82,6 +83,9 @@ def compute_instance_performance(db, activity, total_only=False):
             total_partial_rate = df_responses["responsePartialRate"].mean()
             total_correct_rate = df_responses["responseCorrectRate"].mean()
 
+            # compute average response time
+            avg_response_time = df_responses["averageTimeSpent"].mean()
+
             # append instance values to dataframe
             instance_performance = {
                 "instanceId": instance["id"],
@@ -89,6 +93,7 @@ def compute_instance_performance(db, activity, total_only=False):
                 "totalErrorRate": total_error_rate,
                 "totalPartialRate": total_partial_rate,
                 "totalCorrectRate": total_correct_rate,
+                "averageTimeSpent": avg_response_time,
             }
 
             if not total_only:
diff --git a/apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py b/apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py
index 5a3910524a..f58df20b9a 100644
--- a/apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py
+++ b/apps/analytics/src/modules/instance_activity_performance/save_instance_performances.py
@@ -8,6 +8,7 @@ def save_instance_performances(
             "totalErrorRate": row["totalErrorRate"],
             "totalPartialRate": row["totalPartialRate"],
             "totalCorrectRate": row["totalCorrectRate"],
+            "averageTimeSpent": row["averageTimeSpent"],
         }
 
         # only define first and last response rates if applicable
diff --git a/apps/frontend-manage/src/components/analytics/performance/ErrorRatesLegend.tsx b/apps/frontend-manage/src/components/analytics/performance/ErrorRatesLegend.tsx
new file mode 100644
index 0000000000..41840e6696
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/ErrorRatesLegend.tsx
@@ -0,0 +1,41 @@
+import { useTranslations } from 'next-intl'
+import { Legend } from 'recharts'
+
+function ErrorRatesLegend({
+  colors,
+  wrapperStyle,
+}: {
+  colors: {
+    correct: string
+    partial: string
+    incorrect: string
+  }
+  wrapperStyle?: React.CSSProperties
+}) {
+  const t = useTranslations()
+
+  return (
+    <Legend
+      payload={[
+        {
+          value: t('manage.analytics.errorRate'),
+          color: colors.incorrect,
+          type: 'rect',
+        },
+        {
+          value: t('manage.analytics.partialRate'),
+          color: colors.partial,
+          type: 'rect',
+        },
+        {
+          value: t('manage.analytics.correctRate'),
+          color: colors.correct,
+          type: 'rect',
+        },
+      ]}
+      wrapperStyle={wrapperStyle ?? { top: 0, right: 0 }}
+    />
+  )
+}
+
+export default ErrorRatesLegend
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
index 5373d60f53..2f733052da 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceRates.tsx
@@ -11,11 +11,11 @@ import usePerformanceSearch from '@lib/hooks/usePerformanceSearch'
 import { Button, H2, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { useState } from 'react'
-import { Legend } from 'recharts'
 import ActivitiesElementsSwitch from '../ActivitiesElementsSwitch'
 import ActivityTypeFilter from '../ActivityTypeFilter'
 import AnalyticsSearchField from '../AnalyticsSearchField'
 import ElementTypeFilter from '../ElementTypeFilter'
+import ErrorRatesLegend from './ErrorRatesLegend'
 import PerformanceAttemptsFilter from './PerformanceAttemptsFilter'
 import PerformanceRatesBarChart from './PerformanceRatesBarChart'
 
@@ -142,26 +142,7 @@ function PerformanceRates({
 
       {entries.length > 0 ? (
         <div className="relative">
-          <Legend
-            payload={[
-              {
-                value: t('manage.analytics.errorRate'),
-                color: chartColors.incorrect,
-                type: 'rect',
-              },
-              {
-                value: t('manage.analytics.partialRate'),
-                color: chartColors.partial,
-                type: 'rect',
-              },
-              {
-                value: t('manage.analytics.correctRate'),
-                color: chartColors.correct,
-                type: 'rect',
-              },
-            ]}
-            wrapperStyle={{ top: 0, right: 0 }}
-          />
+          <ErrorRatesLegend colors={chartColors} />
           <div className="flex flex-col pt-6">
             {entries.length > 0
               ? entries.map((progress) => (
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
index 0db13dee3f..64cb7f9ced 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceRatesBarChart.tsx
@@ -1,4 +1,5 @@
 import { Bar, BarChart, ResponsiveContainer, XAxis, YAxis } from 'recharts'
+import { twMerge } from 'tailwind-merge'
 import StackedBarChartLabel from '../StackedBarChartLabel'
 
 interface PerformanceRatesBarChartProps {
@@ -9,12 +10,16 @@ interface PerformanceRatesBarChartProps {
     partial: string
     correct: string
   }
+  className?: {
+    title?: string
+  }
 }
 
 function PerformanceRatesBarChart({
   title,
   rates,
   colors,
+  className,
 }: PerformanceRatesBarChartProps) {
   const roundedErrorRate = Math.round(rates.incorrectRate * 100)
   const roundedPartialRate = Math.round(rates.partialRate * 100)
@@ -22,7 +27,12 @@ function PerformanceRatesBarChart({
 
   return (
     <div className="flex h-8 items-center gap-4">
-      <div className="w-48 overflow-hidden overflow-ellipsis whitespace-nowrap">
+      <div
+        className={twMerge(
+          'w-48 overflow-hidden overflow-ellipsis whitespace-nowrap',
+          className?.title
+        )}
+      >
         {title}
       </div>
       <div className="flex-1">
diff --git a/apps/frontend-manage/src/components/analytics/quiz/ActivityAnalyticsCharts.tsx b/apps/frontend-manage/src/components/analytics/quiz/ActivityAnalyticsCharts.tsx
new file mode 100644
index 0000000000..e1766ce9e0
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/quiz/ActivityAnalyticsCharts.tsx
@@ -0,0 +1,97 @@
+import {
+  ActivityQuizAnalytics,
+  ActivityType,
+} from '@klicker-uzh/graphql/dist/ops'
+import { H3, UserNotification } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import ErrorRatesLegend from '../performance/ErrorRatesLegend'
+import CircularPerformancePlot from './CircularPerformancePlot'
+
+function ActivityAnalyticsCharts({
+  activityName,
+  activityType,
+  analytics,
+  colors,
+  className,
+}: {
+  activityName: string
+  activityType: ActivityType
+  analytics?: ActivityQuizAnalytics | null
+  colors: {
+    correct: string
+    partial: string
+    incorrect: string
+  }
+  className?: string
+}) {
+  const t = useTranslations()
+
+  return (
+    <div className={className}>
+      <div>
+        {t.rich('manage.analytics.totalAnsweredElements', {
+          activityName: activityName,
+          number: analytics?.numberOfAnswers,
+          b: (children) => <span className="font-bold">{children}</span>,
+        })}
+      </div>
+      <hr className="my-2 w-full border-t border-solid border-gray-300" />
+      <div>
+        {t.rich('manage.analytics.averageTimeSpentActivity', {
+          min: Math.floor((analytics?.averageTimeSpent ?? 0) / 60),
+          sec: Math.floor((analytics?.averageTimeSpent ?? 0) % 60)
+            .toString()
+            .padStart(2, '0'),
+          b: (children) => <span className="font-bold">{children}</span>,
+        })}
+      </div>
+      <hr className="my-2 w-full border-t border-solid border-gray-300" />
+      <div>
+        <div className="relative">
+          <H3>{t('manage.analytics.successRates')}</H3>
+          <ErrorRatesLegend colors={colors} />
+        </div>
+        {activityType === ActivityType.MicroLearning ? (
+          <UserNotification type="info">
+            {t('manage.analytics.microLearningOneSubmissionHint')}
+          </UserNotification>
+        ) : null}
+        <div className="flex h-80 w-full flex-row">
+          <CircularPerformancePlot
+            title={t('manage.analytics.total')}
+            rates={{
+              correctRate: analytics?.totalCorrectRate ?? 0,
+              partialRate: analytics?.totalPartialRate ?? 0,
+              incorrectRate: analytics?.totalErrorRate ?? 0,
+            }}
+            colors={colors}
+          />
+          {activityType !== ActivityType.MicroLearning ? (
+            <>
+              <CircularPerformancePlot
+                title={t('manage.analytics.firstAttempt')}
+                rates={{
+                  correctRate: analytics?.firstCorrectRate ?? 0,
+                  partialRate: analytics?.firstPartialRate ?? 0,
+                  incorrectRate: analytics?.firstErrorRate ?? 0,
+                }}
+                colors={colors}
+              />
+              <CircularPerformancePlot
+                title={t('manage.analytics.lastAttempts')}
+                rates={{
+                  correctRate: analytics?.lastCorrectRate ?? 0,
+                  partialRate: analytics?.lastPartialRate ?? 0,
+                  incorrectRate: analytics?.lastErrorRate ?? 0,
+                }}
+                colors={colors}
+              />
+            </>
+          ) : null}
+        </div>
+      </div>
+    </div>
+  )
+}
+
+export default ActivityAnalyticsCharts
diff --git a/apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx b/apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx
new file mode 100644
index 0000000000..081d4be056
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx
@@ -0,0 +1,64 @@
+import { H3 } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { useState } from 'react'
+import { Cell, Pie, PieChart, ResponsiveContainer } from 'recharts'
+
+function CircularPerformancePlot({
+  title,
+  rates,
+  colors,
+}: {
+  title: string
+  rates: { correctRate: number; partialRate: number; incorrectRate: number }
+  colors: { correct: string; partial: string; incorrect: string }
+}) {
+  const t = useTranslations()
+  const [activeIndex, setActiveIndex] = useState<number | undefined>()
+  const data = [
+    { name: t('manage.analytics.successRate'), value: rates.correctRate },
+    { name: t('manage.analytics.partialErrorRate'), value: rates.partialRate },
+    { name: t('manage.analytics.errorRate'), value: rates.incorrectRate },
+  ]
+
+  return (
+    <div className="flex h-full w-full flex-col items-center">
+      <H3 className={{ root: 'mt-4' }}>{title}</H3>
+      <div className="h-full w-full">
+        <ResponsiveContainer width="100%" height="100%">
+          <PieChart margin={{ top: -10, right: 0, bottom: 0, left: 0 }}>
+            <Pie
+              data={data}
+              cx="50%"
+              cy="50%"
+              innerRadius="45%"
+              outerRadius="60%"
+              dataKey="value"
+              label={({ value }) => `${(value * 100).toFixed(1)}%`}
+              labelLine={true}
+              onMouseEnter={(_, index) => setActiveIndex(index)}
+              onMouseLeave={() => setActiveIndex(undefined)}
+            >
+              {data.map((_, index) => {
+                const colorValues = Object.values(colors)
+                return <Cell key={`cell-${index}`} fill={colorValues[index]} />
+              })}
+            </Pie>
+            {activeIndex !== undefined && (
+              <text
+                x="50%"
+                y="48%"
+                textAnchor="middle"
+                dominantBaseline="middle"
+                fill={Object.values(colors)[activeIndex]}
+              >
+                {data[activeIndex].name}
+              </text>
+            )}
+          </PieChart>
+        </ResponsiveContainer>
+      </div>
+    </div>
+  )
+}
+
+export default CircularPerformancePlot
diff --git a/apps/frontend-manage/src/components/analytics/quiz/InstanceQuizAnalytics.tsx b/apps/frontend-manage/src/components/analytics/quiz/InstanceQuizAnalytics.tsx
new file mode 100644
index 0000000000..def908fc9e
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/quiz/InstanceQuizAnalytics.tsx
@@ -0,0 +1,103 @@
+import { faThumbsDown, faThumbsUp } from '@fortawesome/free-regular-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { InstanceQuizAnalytics as InstanceQuizAnalyticsType } from '@klicker-uzh/graphql/dist/ops'
+import { Collapsible } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { useState } from 'react'
+import PerformanceRatesBarChart from '../performance/PerformanceRatesBarChart'
+
+function InstanceQuizAnalytics({
+  analytics,
+  colors,
+  initiallyOpen = false,
+  showLegend = false,
+}: {
+  analytics: InstanceQuizAnalyticsType
+  colors: {
+    correct: string
+    partial: string
+    incorrect: string
+  }
+  initiallyOpen?: boolean
+  showLegend?: boolean
+}) {
+  const t = useTranslations()
+  const [open, setOpen] = useState(initiallyOpen)
+
+  return (
+    <Collapsible
+      open={open}
+      onChange={() => setOpen((prev) => !prev)}
+      staticContent={
+        <PerformanceRatesBarChart
+          title={analytics.elementName}
+          rates={{
+            correctRate: analytics.totalCorrectRate,
+            partialRate: analytics.totalPartialRate,
+            incorrectRate: analytics.totalErrorRate,
+          }}
+          colors={colors}
+          className={{ title: 'font-bold' }}
+        />
+      }
+      className={{ root: 'w-full !pb-0 !pt-1' }}
+    >
+      <div className="flex w-full flex-col py-3 md:flex-row">
+        <div className="flex w-full flex-col gap-1 md:w-1/2 md:border-r md:pr-4">
+          <div>
+            {t.rich('manage.analytics.totalAnswers', {
+              number: analytics.numberOfAnswers,
+              b: (children) => <span className="font-bold">{children}</span>,
+            })}
+          </div>
+          <hr className="w-full border-t border-solid border-gray-300" />
+          <div>
+            {t.rich('manage.analytics.numberOfStudentsN', {
+              number: analytics.uniqueParticipants,
+              b: (children) => <span className="font-bold">{children}</span>,
+            })}
+          </div>
+          <hr className="w-full border-t border-solid border-gray-300" />
+          <div>
+            {t.rich('manage.analytics.averageTimeSpentInstance', {
+              min: Math.floor((analytics?.averageTimeSpent ?? 0) / 60),
+              sec: Math.floor((analytics?.averageTimeSpent ?? 0) % 60)
+                .toString()
+                .padStart(2, '0'),
+              b: (children) => <span className="font-bold">{children}</span>,
+            })}
+          </div>
+        </div>
+        <div className="w-full md:w-1/2 md:pl-4">
+          <div className="font-bold">
+            {t('manage.analytics.studentFeedback', {
+              numOfVotes: analytics.feedbackCount,
+            })}
+          </div>
+          <div className="flex flex-row">
+            <div
+              className="flex h-20 w-1/2 flex-row items-center gap-4"
+              style={{ color: colors.correct }}
+            >
+              <FontAwesomeIcon icon={faThumbsUp} className="h-14" />
+              <div className="text-2xl">
+                {`${Math.round(analytics.upvoteRate * 100)} %`}
+              </div>
+            </div>
+            <div
+              className="flex h-20 w-1/2 flex-row items-center gap-4"
+              style={{ color: colors.incorrect }}
+            >
+              <FontAwesomeIcon icon={faThumbsDown} className="h-14" />
+              <div className="text-2xl">
+                {`${Math.round(analytics.downvoteRate * 100)} %`}
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+    </Collapsible>
+  )
+}
+
+export default InstanceQuizAnalytics
diff --git a/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
index 5d18e7eb45..942e3a39b8 100644
--- a/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
+++ b/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
@@ -1,15 +1,23 @@
-import ActivityDashboardLabel from '../overview/ActivityDashboardLabel'
-import AnalyticsNavigation from '../overview/AnalyticsNavigation'
-import PerformanceDashboardLabel from '../overview/PerformanceDashboardLabel'
+import { faChevronLeft } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { useTranslations } from 'next-intl'
+import Link from 'next/link'
 
 function QuizAnalyticsNavigation({ courseId }: { courseId: string }) {
+  const t = useTranslations()
+
   return (
-    <AnalyticsNavigation
-      hrefLeft={`/analytics/${courseId}/performance`}
-      labelLeft={<PerformanceDashboardLabel />}
-      hrefRight={`/analytics/${courseId}/activity`}
-      labelRight={<ActivityDashboardLabel />}
-    />
+    <div className="flex w-full flex-row justify-between">
+      <Link
+        href={`/analytics/${courseId}/quizzes`}
+        className="mb-6 flex flex-row items-center gap-2"
+      >
+        <FontAwesomeIcon icon={faChevronLeft} size="lg" />
+        <div className="flex flex-row items-center gap-0.5">
+          {t('manage.analytics.backToActivitySelection')}
+        </div>
+      </Link>
+    </div>
   )
 }
 
diff --git a/apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx b/apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx
new file mode 100644
index 0000000000..0cd9e2d34d
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx
@@ -0,0 +1,16 @@
+import ActivityDashboardLabel from '../overview/ActivityDashboardLabel'
+import AnalyticsNavigation from '../overview/AnalyticsNavigation'
+import PerformanceDashboardLabel from '../overview/PerformanceDashboardLabel'
+
+function QuizSelectionNavigation({ courseId }: { courseId: string }) {
+  return (
+    <AnalyticsNavigation
+      hrefLeft={`/analytics/${courseId}/performance`}
+      labelLeft={<PerformanceDashboardLabel />}
+      hrefRight={`/analytics/${courseId}/activity`}
+      labelRight={<ActivityDashboardLabel />}
+    />
+  )
+}
+
+export default QuizSelectionNavigation
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
deleted file mode 100644
index ef694d2674..0000000000
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes.tsx
+++ /dev/null
@@ -1,81 +0,0 @@
-import { GetStaticPropsContext } from 'next'
-import { useTranslations } from 'next-intl'
-import { useRouter } from 'next/router'
-import AnalyticsErrorView from '../../../components/analytics/AnalyticsErrorView'
-import AnalyticsLoadingView from '../../../components/analytics/AnalyticsLoadingView'
-import QuizAnalyticsNavigation from '../../../components/analytics/quiz/QuizAnalyticsNavigation'
-import Layout from '../../../components/Layout'
-
-function QuizDashboard() {
-  const t = useTranslations()
-  const router = useRouter()
-  const courseId = router.query.courseId as string
-
-  // const { data, loading, error } = useQuery(GetCourseQuizAnalyticsDocument, {
-  //   variables: { courseId },
-  //   skip: !courseId,
-  // })
-  const data = null
-  const loading = false
-  const error = false
-  const course = null
-
-  const navigation = <QuizAnalyticsNavigation courseId={courseId} />
-  // const course = data?.getCourseQuizAnalytics
-
-  // loading state
-  if (loading || !courseId) {
-    return (
-      <AnalyticsLoadingView
-        title={t('manage.analytics.quizDashboard')}
-        navigation={navigation}
-      />
-    )
-  }
-
-  // error state
-  if (course === null || typeof course === 'undefined' || error) {
-    return (
-      <AnalyticsErrorView
-        title={t('manage.analytics.quizDashboard')}
-        navigation={navigation}
-      />
-    )
-  }
-
-  return (
-    <Layout displayName={t('manage.analytics.quizDashboard')}>
-      {navigation}
-      <div>
-        <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
-          {/* <H1 className={{ root: 'mb-0' }}>
-            {t('manage.analytics.quizDashboard')}: {course.name}
-          </H1> */}
-          {/* <div>
-            {t('manage.analytics.totalParticipants', {
-              number: course.totalParticipants,
-            })}
-          </div> */}
-        </div>
-        <div className="flex flex-col gap-4">QUIZ ANALYTICS</div>
-      </div>
-    </Layout>
-  )
-}
-
-export async function getStaticProps({ locale }: GetStaticPropsContext) {
-  return {
-    props: {
-      messages: (await import(`@klicker-uzh/i18n/messages/${locale}`)).default,
-    },
-  }
-}
-
-export function getStaticPaths() {
-  return {
-    paths: [],
-    fallback: 'blocking',
-  }
-}
-
-export default QuizDashboard
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
new file mode 100644
index 0000000000..47a8abcc8b
--- /dev/null
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
@@ -0,0 +1,102 @@
+import { useQuery } from '@apollo/client'
+import { GetActivityAnalyticsDocument } from '@klicker-uzh/graphql/dist/ops'
+import { H1 } from '@uzh-bf/design-system'
+import { GetStaticPropsContext } from 'next'
+import { useTranslations } from 'next-intl'
+import { useRouter } from 'next/router'
+import ActivityAnalyticsCharts from '~/components/analytics/quiz/ActivityAnalyticsCharts'
+import InstanceQuizAnalytics from '~/components/analytics/quiz/InstanceQuizAnalytics'
+import QuizAnalyticsNavigation from '~/components/analytics/quiz/QuizAnalyticsNavigation'
+import Layout from '~/components/Layout'
+import AnalyticsErrorView from '../../../../components/analytics/AnalyticsErrorView'
+import AnalyticsLoadingView from '../../../../components/analytics/AnalyticsLoadingView'
+
+function QuizAnalytics() {
+  const router = useRouter()
+  const t = useTranslations()
+  const activityId = router.query.id as string
+  const courseId = router.query.courseId as string
+
+  const { data, loading, error } = useQuery(GetActivityAnalyticsDocument, {
+    variables: { activityId },
+    skip: !activityId,
+  })
+
+  const navigation = <QuizAnalyticsNavigation courseId={courseId} />
+  const analytics = data?.getActivityAnalytics
+
+  const chartColors = {
+    correct: '#064e3b',
+    partial: '#f59e0b',
+    incorrect: '#cc0000',
+  }
+
+  // loading state
+  if (loading || !activityId) {
+    return (
+      <AnalyticsLoadingView
+        title={t('manage.analytics.quizDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
+
+  // error state
+  if (analytics === null || typeof analytics === 'undefined' || error) {
+    return (
+      <AnalyticsErrorView
+        title={t('manage.analytics.quizDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
+
+  return (
+    <Layout displayName={t('manage.analytics.quizDashboard')}>
+      {navigation}
+      <div className="mx-auto flex w-full max-w-3xl flex-col items-center">
+        <div className="relative mb-3 flex w-full flex-row items-end justify-between">
+          <H1 className={{ root: 'mb-0' }}>
+            {t('manage.analytics.quizAnalytics')}: {analytics.activityName}
+          </H1>
+        </div>
+        <ActivityAnalyticsCharts
+          activityName={analytics.activityName}
+          activityType={analytics.activityType}
+          analytics={analytics.activityQuizAnalytics}
+          colors={chartColors}
+          className="mb-6 w-full"
+        />
+        <div className="flex w-full flex-col gap-2">
+          {analytics.instanceQuizAnalytics.map((instance, idx) => (
+            <InstanceQuizAnalytics
+              key={instance.id}
+              analytics={instance}
+              colors={chartColors}
+              initiallyOpen={idx === 0}
+              showLegend={idx === 0}
+            />
+          ))}
+        </div>
+      </div>
+    </Layout>
+  )
+}
+
+export async function getStaticProps({ locale }: GetStaticPropsContext) {
+  return {
+    props: {
+      messages: (await import(`@klicker-uzh/i18n/messages/${locale}`)).default,
+    },
+    revalidate: 600,
+  }
+}
+
+export function getStaticPaths() {
+  return {
+    paths: [],
+    fallback: 'blocking',
+  }
+}
+
+export default QuizAnalytics
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
new file mode 100644
index 0000000000..38baa81f06
--- /dev/null
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
@@ -0,0 +1,191 @@
+import { useQuery } from '@apollo/client'
+import {
+  GetCourseActivitiesDocument,
+  MicroLearning,
+  PracticeQuiz,
+} from '@klicker-uzh/graphql/dist/ops'
+import {
+  Button,
+  H1,
+  H3,
+  TextField,
+  UserNotification,
+} from '@uzh-bf/design-system'
+import * as JsSearch from 'js-search'
+import { GetStaticPropsContext } from 'next'
+import { useTranslations } from 'next-intl'
+import Link from 'next/link'
+import { useRouter } from 'next/router'
+import { useMemo, useState } from 'react'
+import AnalyticsErrorView from '../../../../components/analytics/AnalyticsErrorView'
+import AnalyticsLoadingView from '../../../../components/analytics/AnalyticsLoadingView'
+import QuizSelectionNavigation from '../../../../components/analytics/quiz/QuizSelectionNavigation'
+import Layout from '../../../../components/Layout'
+
+const ActivityLink = ({
+  courseId,
+  activityId,
+  activityName,
+}: {
+  courseId: string
+  activityId: string
+  activityName: string
+}) => (
+  <Link
+    key={`analytics-link-pq-${activityId}`}
+    href={`/analytics/${courseId}/quizzes/${activityId}`}
+  >
+    <Button className={{ root: 'flex w-full flex-row justify-center gap-2' }}>
+      {activityName}
+    </Button>
+  </Link>
+)
+
+function ActivityDashboard() {
+  const t = useTranslations()
+  const router = useRouter()
+  const courseId = router.query.courseId as string
+  const [practiceSearch, setPracticeSearch] = useState('')
+  const [microSearch, setMicroSearch] = useState('')
+
+  const { data, loading, error } = useQuery(GetCourseActivitiesDocument, {
+    variables: { courseId },
+    skip: !courseId,
+  })
+
+  const navigation = <QuizSelectionNavigation courseId={courseId} />
+  const course = data?.getCourseActivities
+
+  const practiceSearchEngine = useMemo(() => {
+    const search = new JsSearch.Search('id')
+    search.addIndex('name')
+    if (course?.practiceQuizzes) {
+      search.addDocuments(course.practiceQuizzes)
+    }
+    return search
+  }, [course?.practiceQuizzes])
+
+  const microSearchEngine = useMemo(() => {
+    const search = new JsSearch.Search('id')
+    search.addIndex('name')
+    if (course?.microLearnings) {
+      search.addDocuments(course.microLearnings)
+    }
+    return search
+  }, [course?.microLearnings])
+
+  const filteredPracticeQuizzes = useMemo(() => {
+    if (!practiceSearch) return course?.practiceQuizzes
+    return practiceSearchEngine.search(practiceSearch) as PracticeQuiz[]
+  }, [practiceSearch, course?.practiceQuizzes, practiceSearchEngine])
+
+  const filteredMicroLearnings = useMemo(() => {
+    if (!microSearch) return course?.microLearnings
+    return microSearchEngine.search(microSearch) as MicroLearning[]
+  }, [microSearch, course?.microLearnings, microSearchEngine])
+
+  // loading state
+  if (loading || !courseId) {
+    return (
+      <AnalyticsLoadingView
+        title={t('manage.analytics.quizDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
+
+  // error state
+  if (course === null || typeof course === 'undefined' || error) {
+    return (
+      <AnalyticsErrorView
+        title={t('manage.analytics.quizDashboard')}
+        navigation={navigation}
+      />
+    )
+  }
+
+  return (
+    <Layout displayName={t('manage.analytics.quizDashboard')}>
+      {navigation}
+      <div>
+        <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
+          <H1 className={{ root: 'mb-0' }}>
+            {t('manage.analytics.quizAnalytics')}: {course.name}
+          </H1>
+        </div>
+        <div>{t('manage.analytics.selectActivityAnalytics')}</div>
+        <div className="mt-8 flex h-max flex-row">
+          <div className="flex h-full w-1/2 flex-col items-center border-r-2 border-solid border-gray-400 pr-4">
+            <H3>{t('shared.generic.practiceQuizzes')}</H3>
+            <TextField
+              placeholder={t('manage.analytics.searchPracticeQuizzes')}
+              className={{ input: 'my-2 h-8' }}
+              value={practiceSearch}
+              onChange={(newValue) => setPracticeSearch(newValue)}
+            />
+            {!course.practiceQuizzes || course.practiceQuizzes.length === 0 ? (
+              <UserNotification
+                type="info"
+                message={t('manage.analytics.noPracticeQuizzes')}
+              />
+            ) : (
+              <div className="grid w-full grid-cols-1 gap-2 lg:grid-cols-2 xl:grid-cols-3">
+                {filteredPracticeQuizzes?.map((quiz) => (
+                  <ActivityLink
+                    key={quiz.id}
+                    courseId={courseId}
+                    activityId={quiz.id}
+                    activityName={quiz.name}
+                  />
+                ))}
+              </div>
+            )}
+          </div>
+          <div className="flex h-full w-1/2 flex-col items-center pl-4">
+            <H3>{t('shared.generic.microlearnings')}</H3>
+            <TextField
+              placeholder={t('manage.analytics.searchMicroLearnings')}
+              className={{ input: 'my-2 h-8' }}
+              value={microSearch}
+              onChange={(newValue) => setMicroSearch(newValue)}
+            />
+            {!course.microLearnings || course.microLearnings.length === 0 ? (
+              <UserNotification
+                type="info"
+                message={t('manage.analytics.noMicroLearnings')}
+              />
+            ) : (
+              <div className="grid w-full grid-cols-1 gap-2 lg:grid-cols-2 xl:grid-cols-3">
+                {filteredMicroLearnings?.map((micro) => (
+                  <ActivityLink
+                    key={micro.id}
+                    courseId={courseId}
+                    activityId={micro.id}
+                    activityName={micro.name}
+                  />
+                ))}
+              </div>
+            )}
+          </div>
+        </div>
+      </div>
+    </Layout>
+  )
+}
+
+export async function getStaticProps({ locale }: GetStaticPropsContext) {
+  return {
+    props: {
+      messages: (await import(`@klicker-uzh/i18n/messages/${locale}`)).default,
+    },
+  }
+}
+
+export function getStaticPaths() {
+  return {
+    paths: [],
+    fallback: 'blocking',
+  }
+}
+
+export default ActivityDashboard
diff --git a/packages/graphql/src/graphql/ops/QGetActivityAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetActivityAnalytics.graphql
new file mode 100644
index 0000000000..8c65f6891b
--- /dev/null
+++ b/packages/graphql/src/graphql/ops/QGetActivityAnalytics.graphql
@@ -0,0 +1,44 @@
+query GetActivityAnalytics($activityId: String!) {
+  getActivityAnalytics(activityId: $activityId) {
+    __typename
+    activityName
+    activityType
+    courseParticipants
+    instanceQuizAnalytics {
+      __typename
+      id
+      elementName
+      elementType
+      numberOfAnswers
+      uniqueParticipants
+      averageTimeSpent
+      firstErrorRate
+      firstPartialRate
+      firstCorrectRate
+      lastErrorRate
+      lastPartialRate
+      lastCorrectRate
+      totalErrorRate
+      totalPartialRate
+      totalCorrectRate
+      upvoteRate
+      downvoteRate
+      feedbackCount
+    }
+    activityQuizAnalytics {
+      __typename
+      id
+      numberOfAnswers
+      averageTimeSpent
+      firstErrorRate
+      firstPartialRate
+      firstCorrectRate
+      lastErrorRate
+      lastPartialRate
+      lastCorrectRate
+      totalErrorRate
+      totalPartialRate
+      totalCorrectRate
+    }
+  }
+}
diff --git a/packages/graphql/src/graphql/ops/QGetCourseActivities.graphql b/packages/graphql/src/graphql/ops/QGetCourseActivities.graphql
new file mode 100644
index 0000000000..a167c7c290
--- /dev/null
+++ b/packages/graphql/src/graphql/ops/QGetCourseActivities.graphql
@@ -0,0 +1,16 @@
+query GetCourseActivities($courseId: String!) {
+  getCourseActivities(courseId: $courseId) {
+    id
+    name
+    practiceQuizzes {
+      id
+      name
+      status
+    }
+    microLearnings {
+      id
+      name
+      status
+    }
+  }
+}
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 1745e8c66d..3f1350df98 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -548,6 +548,186 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ActivityQuizAnalytics",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "averageTimeSpent",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstCorrectRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstPartialRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastCorrectRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "lastPartialRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "numberOfAnswers",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalCorrectRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalPartialRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ActivitySummary",
@@ -9005,19 +9185,319 @@
             "description": null,
             "args": [],
             "type": {
-              "kind": "NON_NULL",
-              "name": null,
-              "ofType": {
-                "kind": "ENUM",
-                "name": "ActivityType",
-                "ofType": null
-              }
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ActivityType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "downvoteRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "feedbackCount",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "instanceName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "instanceType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ElementType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "upvoteRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
+      {
+        "kind": "OBJECT",
+        "name": "InstancePerformance",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "elementName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "elementType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ElementType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "rates",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "OBJECT",
+                "name": "PerformanceRates",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
+      {
+        "kind": "OBJECT",
+        "name": "InstanceQuizAnalytics",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "averageTimeSpent",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "downvoteRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "elementName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "elementType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ElementType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "feedbackCount",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstCorrectRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstErrorRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "firstPartialRate",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
             },
             "isDeprecated": false,
             "deprecationReason": null
           },
           {
-            "name": "downvoteRate",
+            "name": "id",
             "description": null,
             "args": [],
             "type": {
@@ -9025,7 +9505,7 @@
               "name": null,
               "ofType": {
                 "kind": "SCALAR",
-                "name": "Float",
+                "name": "Int",
                 "ofType": null
               }
             },
@@ -9033,63 +9513,51 @@
             "deprecationReason": null
           },
           {
-            "name": "feedbackCount",
+            "name": "lastCorrectRate",
             "description": null,
             "args": [],
             "type": {
-              "kind": "NON_NULL",
-              "name": null,
-              "ofType": {
-                "kind": "SCALAR",
-                "name": "Int",
-                "ofType": null
-              }
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
             },
             "isDeprecated": false,
             "deprecationReason": null
           },
           {
-            "name": "id",
+            "name": "lastErrorRate",
             "description": null,
             "args": [],
             "type": {
-              "kind": "NON_NULL",
-              "name": null,
-              "ofType": {
-                "kind": "SCALAR",
-                "name": "Int",
-                "ofType": null
-              }
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
             },
             "isDeprecated": false,
             "deprecationReason": null
           },
           {
-            "name": "instanceName",
+            "name": "lastPartialRate",
             "description": null,
             "args": [],
             "type": {
-              "kind": "NON_NULL",
-              "name": null,
-              "ofType": {
-                "kind": "SCALAR",
-                "name": "String",
-                "ofType": null
-              }
+              "kind": "SCALAR",
+              "name": "Float",
+              "ofType": null
             },
             "isDeprecated": false,
             "deprecationReason": null
           },
           {
-            "name": "instanceType",
+            "name": "numberOfAnswers",
             "description": null,
             "args": [],
             "type": {
               "kind": "NON_NULL",
               "name": null,
               "ofType": {
-                "kind": "ENUM",
-                "name": "ElementType",
+                "kind": "SCALAR",
+                "name": "Int",
                 "ofType": null
               }
             },
@@ -9097,7 +9565,7 @@
             "deprecationReason": null
           },
           {
-            "name": "upvoteRate",
+            "name": "totalCorrectRate",
             "description": null,
             "args": [],
             "type": {
@@ -9111,21 +9579,9 @@
             },
             "isDeprecated": false,
             "deprecationReason": null
-          }
-        ],
-        "inputFields": null,
-        "interfaces": [],
-        "enumValues": null,
-        "possibleTypes": null
-      },
-      {
-        "kind": "OBJECT",
-        "name": "InstancePerformance",
-        "description": null,
-        "isOneOf": null,
-        "fields": [
+          },
           {
-            "name": "elementName",
+            "name": "totalErrorRate",
             "description": null,
             "args": [],
             "type": {
@@ -9133,7 +9589,7 @@
               "name": null,
               "ofType": {
                 "kind": "SCALAR",
-                "name": "String",
+                "name": "Float",
                 "ofType": null
               }
             },
@@ -9141,15 +9597,15 @@
             "deprecationReason": null
           },
           {
-            "name": "elementType",
+            "name": "totalPartialRate",
             "description": null,
             "args": [],
             "type": {
               "kind": "NON_NULL",
               "name": null,
               "ofType": {
-                "kind": "ENUM",
-                "name": "ElementType",
+                "kind": "SCALAR",
+                "name": "Float",
                 "ofType": null
               }
             },
@@ -9157,7 +9613,7 @@
             "deprecationReason": null
           },
           {
-            "name": "id",
+            "name": "uniqueParticipants",
             "description": null,
             "args": [],
             "type": {
@@ -9173,15 +9629,15 @@
             "deprecationReason": null
           },
           {
-            "name": "rates",
+            "name": "upvoteRate",
             "description": null,
             "args": [],
             "type": {
               "kind": "NON_NULL",
               "name": null,
               "ofType": {
-                "kind": "OBJECT",
-                "name": "PerformanceRates",
+                "kind": "SCALAR",
+                "name": "Float",
                 "ofType": null
               }
             },
@@ -19015,6 +19471,18 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "createdAt",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Date",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "description",
             "description": null,
@@ -19182,6 +19650,18 @@
             },
             "isDeprecated": false,
             "deprecationReason": null
+          },
+          {
+            "name": "updatedAt",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "Date",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
           }
         ],
         "inputFields": null,
@@ -19656,6 +20136,35 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "getActivityAnalytics",
+            "description": null,
+            "args": [
+              {
+                "name": "activityId",
+                "description": null,
+                "type": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "SCALAR",
+                    "name": "String",
+                    "ofType": null
+                  }
+                },
+                "defaultValue": null,
+                "isDeprecated": false,
+                "deprecationReason": null
+              }
+            ],
+            "type": {
+              "kind": "OBJECT",
+              "name": "QuizAnalytics",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "getBookmarkedElementStacks",
             "description": null,
@@ -19742,6 +20251,35 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "getCourseActivities",
+            "description": null,
+            "args": [
+              {
+                "name": "courseId",
+                "description": null,
+                "type": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "SCALAR",
+                    "name": "String",
+                    "ofType": null
+                  }
+                },
+                "defaultValue": null,
+                "isDeprecated": false,
+                "deprecationReason": null
+              }
+            ],
+            "type": {
+              "kind": "OBJECT",
+              "name": "Course",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "getCourseActivityAnalytics",
             "description": null,
@@ -21248,6 +21786,102 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "QuizAnalytics",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activityName",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "activityQuizAnalytics",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "OBJECT",
+              "name": "ActivityQuizAnalytics",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "activityType",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "ENUM",
+                "name": "ActivityType",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "courseParticipants",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "instanceQuizAnalytics",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "InstanceQuizAnalytics",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "ENUM",
         "name": "ResponseCorrectnessType",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index f3cfe5ce1c..2a8f15c871 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -79,6 +79,22 @@ export type ActivityProgress = {
   startedCount: Scalars['Int']['output'];
 };
 
+export type ActivityQuizAnalytics = {
+  __typename?: 'ActivityQuizAnalytics';
+  averageTimeSpent: Scalars['Float']['output'];
+  firstCorrectRate?: Maybe<Scalars['Float']['output']>;
+  firstErrorRate?: Maybe<Scalars['Float']['output']>;
+  firstPartialRate?: Maybe<Scalars['Float']['output']>;
+  id: Scalars['Int']['output'];
+  lastCorrectRate?: Maybe<Scalars['Float']['output']>;
+  lastErrorRate?: Maybe<Scalars['Float']['output']>;
+  lastPartialRate?: Maybe<Scalars['Float']['output']>;
+  numberOfAnswers: Scalars['Int']['output'];
+  totalCorrectRate: Scalars['Float']['output'];
+  totalErrorRate: Scalars['Float']['output'];
+  totalPartialRate: Scalars['Float']['output'];
+};
+
 export type ActivitySummary = {
   __typename?: 'ActivitySummary';
   numOfAnonymousResponses: Scalars['Int']['output'];
@@ -903,6 +919,28 @@ export type InstancePerformance = {
   rates: PerformanceRates;
 };
 
+export type InstanceQuizAnalytics = {
+  __typename?: 'InstanceQuizAnalytics';
+  averageTimeSpent: Scalars['Float']['output'];
+  downvoteRate: Scalars['Float']['output'];
+  elementName: Scalars['String']['output'];
+  elementType: ElementType;
+  feedbackCount: Scalars['Int']['output'];
+  firstCorrectRate?: Maybe<Scalars['Float']['output']>;
+  firstErrorRate?: Maybe<Scalars['Float']['output']>;
+  firstPartialRate?: Maybe<Scalars['Float']['output']>;
+  id: Scalars['Int']['output'];
+  lastCorrectRate?: Maybe<Scalars['Float']['output']>;
+  lastErrorRate?: Maybe<Scalars['Float']['output']>;
+  lastPartialRate?: Maybe<Scalars['Float']['output']>;
+  numberOfAnswers: Scalars['Int']['output'];
+  totalCorrectRate: Scalars['Float']['output'];
+  totalErrorRate: Scalars['Float']['output'];
+  totalPartialRate: Scalars['Float']['output'];
+  uniqueParticipants: Scalars['Int']['output'];
+  upvoteRate: Scalars['Float']['output'];
+};
+
 export type LeaderboardEntry = {
   __typename?: 'LeaderboardEntry';
   avatar?: Maybe<Scalars['String']['output']>;
@@ -2067,6 +2105,7 @@ export type PracticeQuiz = {
   availableFrom?: Maybe<Scalars['Date']['output']>;
   course?: Maybe<Course>;
   courseId?: Maybe<Scalars['String']['output']>;
+  createdAt?: Maybe<Scalars['Date']['output']>;
   description?: Maybe<Scalars['String']['output']>;
   displayName: Scalars['String']['output'];
   id: Scalars['String']['output'];
@@ -2078,6 +2117,7 @@ export type PracticeQuiz = {
   resetTimeDays: Scalars['Int']['output'];
   stacks?: Maybe<Array<ElementStack>>;
   status: PublicationStatus;
+  updatedAt?: Maybe<Scalars['Date']['output']>;
 };
 
 export enum PublicationStatus {
@@ -2109,8 +2149,10 @@ export type Query = {
   coursePracticeQuiz?: Maybe<PracticeQuiz>;
   feedbacks?: Maybe<Array<Feedback>>;
   getActiveUserCourses?: Maybe<Array<Course>>;
+  getActivityAnalytics?: Maybe<QuizAnalytics>;
   getBookmarkedElementStacks?: Maybe<Array<ElementStack>>;
   getBookmarksPracticeQuiz?: Maybe<Array<Scalars['Int']['output']>>;
+  getCourseActivities?: Maybe<Course>;
   getCourseActivityAnalytics?: Maybe<CourseActivityAnalytics>;
   getCourseGroups?: Maybe<Course>;
   getCourseOverviewData?: Maybe<ParticipantLearningData>;
@@ -2221,6 +2263,11 @@ export type QueryFeedbacksArgs = {
 };
 
 
+export type QueryGetActivityAnalyticsArgs = {
+  activityId: Scalars['String']['input'];
+};
+
+
 export type QueryGetBookmarkedElementStacksArgs = {
   courseId: Scalars['String']['input'];
 };
@@ -2232,6 +2279,11 @@ export type QueryGetBookmarksPracticeQuizArgs = {
 };
 
 
+export type QueryGetCourseActivitiesArgs = {
+  courseId: Scalars['String']['input'];
+};
+
+
 export type QueryGetCourseActivityAnalyticsArgs = {
   courseId: Scalars['String']['input'];
 };
@@ -2422,6 +2474,15 @@ export type QuestionFeedback = {
   value: Scalars['String']['output'];
 };
 
+export type QuizAnalytics = {
+  __typename?: 'QuizAnalytics';
+  activityName: Scalars['String']['output'];
+  activityQuizAnalytics?: Maybe<ActivityQuizAnalytics>;
+  activityType: ActivityType;
+  courseParticipants: Scalars['Int']['output'];
+  instanceQuizAnalytics: Array<InstanceQuizAnalytics>;
+};
+
 export enum ResponseCorrectnessType {
   Correct = 'CORRECT',
   Incorrect = 'INCORRECT',
@@ -3604,6 +3665,13 @@ export type GetActiveUserCoursesQueryVariables = Exact<{ [key: string]: never; }
 
 export type GetActiveUserCoursesQuery = { __typename?: 'Query', getActiveUserCourses?: Array<{ __typename?: 'Course', id: string, name: string, displayName: string, color: string, pinCode?: number | null, isArchived: boolean, isGamificationEnabled: boolean, isGroupCreationEnabled: boolean, description?: string | null, startDate: any, endDate: any, groupDeadlineDate?: any | null, createdAt?: any | null, updatedAt?: any | null }> | null };
 
+export type GetActivityAnalyticsQueryVariables = Exact<{
+  activityId: Scalars['String']['input'];
+}>;
+
+
+export type GetActivityAnalyticsQuery = { __typename?: 'Query', getActivityAnalytics?: { __typename: 'QuizAnalytics', activityName: string, activityType: ActivityType, courseParticipants: number, instanceQuizAnalytics: Array<{ __typename: 'InstanceQuizAnalytics', id: number, elementName: string, elementType: ElementType, numberOfAnswers: number, uniqueParticipants: number, averageTimeSpent: number, firstErrorRate?: number | null, firstPartialRate?: number | null, firstCorrectRate?: number | null, lastErrorRate?: number | null, lastPartialRate?: number | null, lastCorrectRate?: number | null, totalErrorRate: number, totalPartialRate: number, totalCorrectRate: number, upvoteRate: number, downvoteRate: number, feedbackCount: number }>, activityQuizAnalytics?: { __typename: 'ActivityQuizAnalytics', id: number, numberOfAnswers: number, averageTimeSpent: number, firstErrorRate?: number | null, firstPartialRate?: number | null, firstCorrectRate?: number | null, lastErrorRate?: number | null, lastPartialRate?: number | null, lastCorrectRate?: number | null, totalErrorRate: number, totalPartialRate: number, totalCorrectRate: number } | null } | null };
+
 export type GetArtificialInstanceQueryVariables = Exact<{
   elementId: Scalars['Int']['input'];
 }>;
@@ -3659,6 +3727,13 @@ export type GetControlLiveQuizQueryVariables = Exact<{
 
 export type GetControlLiveQuizQuery = { __typename?: 'Query', controlLiveQuiz?: { __typename?: 'LiveQuiz', id: string, name: string, displayName: string, course?: { __typename?: 'Course', id: string, displayName: string } | null, blocks?: Array<{ __typename?: 'ElementBlock', id: number, order: number, status: ElementBlockStatus, expiresAt?: any | null, timeLimit?: number | null, randomSelection?: number | null, execution?: number | null, elements?: Array<{ __typename?: 'ElementInstance', id: number, elementData: { __typename: 'ChoicesElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'ContentElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FlashcardElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'FreeTextElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } | { __typename: 'NumericalElementData', id: string, elementId: number, name: string, type: ElementType, content: string, explanation?: string | null, pointsMultiplier: number } }> | null }> | null, activeBlock?: { __typename?: 'ElementBlock', id: number, order: number } | null } | null };
 
+export type GetCourseActivitiesQueryVariables = Exact<{
+  courseId: Scalars['String']['input'];
+}>;
+
+
+export type GetCourseActivitiesQuery = { __typename?: 'Query', getCourseActivities?: { __typename?: 'Course', id: string, name: string, practiceQuizzes?: Array<{ __typename?: 'PracticeQuiz', id: string, name: string, status: PublicationStatus }> | null, microLearnings?: Array<{ __typename?: 'MicroLearning', id: string, name: string, status: PublicationStatus }> | null } | null };
+
 export type GetCourseActivityAnalyticsQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
 }>;
@@ -4197,6 +4272,7 @@ export const CheckParticipantNameAvailableDocument = {"kind":"Document","definit
 export const CheckShortnameAvailableDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"CheckShortnameAvailable"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"shortname"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"checkShortnameAvailable"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"shortname"},"value":{"kind":"Variable","name":{"kind":"Name","value":"shortname"}}}]}]}}]} as unknown as DocumentNode<CheckShortnameAvailableQuery, CheckShortnameAvailableQueryVariables>;
 export const CheckValidCoursePinDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"CheckValidCoursePin"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"pin"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"checkValidCoursePin"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"pin"},"value":{"kind":"Variable","name":{"kind":"Name","value":"pin"}}}]}]}}]} as unknown as DocumentNode<CheckValidCoursePinQuery, CheckValidCoursePinQueryVariables>;
 export const GetActiveUserCoursesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetActiveUserCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getActiveUserCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"pinCode"}},{"kind":"Field","name":{"kind":"Name","value":"isArchived"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"startDate"}},{"kind":"Field","name":{"kind":"Name","value":"endDate"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}}]}}]} as unknown as DocumentNode<GetActiveUserCoursesQuery, GetActiveUserCoursesQueryVariables>;
+export const GetActivityAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetActivityAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"activityId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getActivityAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"activityId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"activityId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"courseParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"instanceQuizAnalytics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"numberOfAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"uniqueParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"averageTimeSpent"}},{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"upvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"downvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"feedbackCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityQuizAnalytics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"numberOfAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"averageTimeSpent"}},{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalCorrectRate"}}]}}]}}]}}]} as unknown as DocumentNode<GetActivityAnalyticsQuery, GetActivityAnalyticsQueryVariables>;
 export const GetArtificialInstanceDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetArtificialInstance"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"elementId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"artificialInstance"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"elementId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"elementId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}}]} as unknown as DocumentNode<GetArtificialInstanceQuery, GetArtificialInstanceQueryVariables>;
 export const GetBasicCourseInformationDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetBasicCourseInformation"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"basicCourseInformation"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"owner"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"shortname"}}]}}]}}]}}]} as unknown as DocumentNode<GetBasicCourseInformationQuery, GetBasicCourseInformationQueryVariables>;
 export const GetBookmarkedElementStacksDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetBookmarkedElementStacks"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getBookmarkedElementStacks"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementDataWithoutSolutions"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementDataWithoutSolutions"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}}]} as unknown as DocumentNode<GetBookmarkedElementStacksQuery, GetBookmarkedElementStacksQueryVariables>;
@@ -4205,6 +4281,7 @@ export const GetCockpitQuizDocument = {"kind":"Document","definitions":[{"kind":
 export const GetControlCourseDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlCourse"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlCourse"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"liveQuizzes"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"status"}}]}}]}}]}}]} as unknown as DocumentNode<GetControlCourseQuery, GetControlCourseQueryVariables>;
 export const GetControlCoursesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"isArchived"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}}]}}]}}]} as unknown as DocumentNode<GetControlCoursesQuery, GetControlCoursesQueryVariables>;
 export const GetControlLiveQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetControlLiveQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"controlLiveQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}},{"kind":"Field","name":{"kind":"Name","value":"blocks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"expiresAt"}},{"kind":"Field","name":{"kind":"Name","value":"timeLimit"}},{"kind":"Field","name":{"kind":"Name","value":"randomSelection"}},{"kind":"Field","name":{"kind":"Name","value":"execution"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementDataInfo"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"activeBlock"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementDataInfo"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}}]} as unknown as DocumentNode<GetControlLiveQuizQuery, GetControlLiveQuizQueryVariables>;
+export const GetCourseActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"practiceQuizzes"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"status"}}]}},{"kind":"Field","name":{"kind":"Name","value":"microLearnings"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"status"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseActivitiesQuery, GetCourseActivitiesQueryVariables>;
 export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseActivityAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseActivityAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"courseWeeks"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"dailyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"weeklyActivity"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"date"}},{"kind":"Field","name":{"kind":"Name","value":"activeParticipants"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activeDays"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"monday"}},{"kind":"Field","name":{"kind":"Name","value":"tuesday"}},{"kind":"Field","name":{"kind":"Name","value":"wednesday"}},{"kind":"Field","name":{"kind":"Name","value":"thursday"}},{"kind":"Field","name":{"kind":"Name","value":"friday"}},{"kind":"Field","name":{"kind":"Name","value":"saturday"}},{"kind":"Field","name":{"kind":"Name","value":"sunday"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantCourseAnalytics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activeWeeks"}},{"kind":"Field","name":{"kind":"Name","value":"activeDaysPerWeek"}},{"kind":"Field","name":{"kind":"Name","value":"meanElementsPerDay"}},{"kind":"Field","name":{"kind":"Name","value":"activityLevel"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseActivityAnalyticsQuery, GetCourseActivityAnalyticsQueryVariables>;
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index ed93206dcb..2f9443c3f5 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -106,6 +106,7 @@
    "CheckShortnameAvailable": "03a02f5db0a7415ed420529f1ee27248586f2d6593ca514a81a5d4b4037eaf1f",
    "CheckValidCoursePin": "2126ef90ecc0ffc980dd92bbd62dfa48387a97d210d5edf4f6a1116a41fb0483",
    "GetActiveUserCourses": "877f83a65cb320f69a51a5bf243f0d62bb8cce9e4c1d0bcab8cec8dd367bed86",
+   "GetActivityAnalytics": "bcbe895236bd0027e2db37d5884645cfa3230e90a7ce6de893783c5fdc54fa1b",
    "GetArtificialInstance": "e0401480c8a284447239d66382a5161672da606c358ff81a44f5b3201553d88c",
    "GetBasicCourseInformation": "14169116abd9278adb08977b9c153403e6065ab0c3d02a6beb38017e1c8b19d6",
    "GetBookmarkedElementStacks": "97e44398e5f1ae9efb9f4b78b58f75b81d2305d9c1ca622c6d09ed263eeda4aa",
@@ -114,6 +115,7 @@
    "GetControlCourse": "e75fbff1c5cb7ff5e8ba8dea58c1cf225065c420b007433ad34477dd8c75c42b",
    "GetControlCourses": "f62c7d2cb59eb42a077e6d527c90f4838a2888cb9a9f60259979114b6a3b759f",
    "GetControlLiveQuiz": "8f20969b7ca79ad364ba7d6f86bb726ac727fd7f6eaf2591ab6e2671d2c36c9d",
+   "GetCourseActivities": "8f94bc3c632c836b539945142e64264b077b311d1b6588c647b9d6fbd84b56d4",
    "GetCourseActivityAnalytics": "e59b71b57535081559901524f66141db528523f0cb049b3c52b33fcc442b24df",
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index f46f7f633b..6d72f34dee 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -54,6 +54,21 @@ type ActivityProgress {
   startedCount: Int!
 }
 
+type ActivityQuizAnalytics {
+  averageTimeSpent: Float!
+  firstCorrectRate: Float
+  firstErrorRate: Float
+  firstPartialRate: Float
+  id: Int!
+  lastCorrectRate: Float
+  lastErrorRate: Float
+  lastPartialRate: Float
+  numberOfAnswers: Int!
+  totalCorrectRate: Float!
+  totalErrorRate: Float!
+  totalPartialRate: Float!
+}
+
 type ActivitySummary {
   numOfAnonymousResponses: Int!
   numOfResponses: Int!
@@ -821,6 +836,27 @@ type InstancePerformance {
   rates: PerformanceRates!
 }
 
+type InstanceQuizAnalytics {
+  averageTimeSpent: Float!
+  downvoteRate: Float!
+  elementName: String!
+  elementType: ElementType!
+  feedbackCount: Int!
+  firstCorrectRate: Float
+  firstErrorRate: Float
+  firstPartialRate: Float
+  id: Int!
+  lastCorrectRate: Float
+  lastErrorRate: Float
+  lastPartialRate: Float
+  numberOfAnswers: Int!
+  totalCorrectRate: Float!
+  totalErrorRate: Float!
+  totalPartialRate: Float!
+  uniqueParticipants: Int!
+  upvoteRate: Float!
+}
+
 """
 The `JSON` scalar type represents JSON values as specified by [ECMA-404](http://www.ecma-international.org/publications/files/ECMA-ST/ECMA-404.pdf).
 """
@@ -1296,6 +1332,7 @@ type PracticeQuiz {
   availableFrom: Date
   course: Course
   courseId: String
+  createdAt: Date
   description: String
   displayName: String!
   id: String!
@@ -1307,6 +1344,7 @@ type PracticeQuiz {
   resetTimeDays: Int!
   stacks: [ElementStack!]
   status: PublicationStatus!
+  updatedAt: Date
 }
 
 enum PublicationStatus {
@@ -1336,8 +1374,10 @@ type Query {
   coursePracticeQuiz(courseId: String!): PracticeQuiz
   feedbacks(quizId: String!): [Feedback!]
   getActiveUserCourses: [Course!]
+  getActivityAnalytics(activityId: String!): QuizAnalytics
   getBookmarkedElementStacks(courseId: String!): [ElementStack!]
   getBookmarksPracticeQuiz(courseId: String!, quizId: String): [Int!]
+  getCourseActivities(courseId: String!): Course
   getCourseActivityAnalytics(courseId: String!): CourseActivityAnalytics
   getCourseGroups(courseId: String!): Course
   getCourseOverviewData(courseId: String!): ParticipantLearningData
@@ -1399,6 +1439,14 @@ type QuestionFeedback {
   value: String!
 }
 
+type QuizAnalytics {
+  activityName: String!
+  activityQuizAnalytics: ActivityQuizAnalytics
+  activityType: ActivityType!
+  courseParticipants: Int!
+  instanceQuizAnalytics: [InstanceQuizAnalytics!]!
+}
+
 enum ResponseCorrectnessType {
   CORRECT
   INCORRECT
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index 4ac1710866..adbc6cacda 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -106,6 +106,7 @@
    "03a02f5db0a7415ed420529f1ee27248586f2d6593ca514a81a5d4b4037eaf1f": "query CheckShortnameAvailable($shortname: String!) {\n  checkShortnameAvailable(shortname: $shortname)\n}",
    "2126ef90ecc0ffc980dd92bbd62dfa48387a97d210d5edf4f6a1116a41fb0483": "query CheckValidCoursePin($pin: Int!) {\n  checkValidCoursePin(pin: $pin)\n}",
    "877f83a65cb320f69a51a5bf243f0d62bb8cce9e4c1d0bcab8cec8dd367bed86": "query GetActiveUserCourses {\n  getActiveUserCourses {\n    id\n    name\n    displayName\n    color\n    pinCode\n    isArchived\n    isGamificationEnabled\n    isGroupCreationEnabled\n    description\n    startDate\n    endDate\n    groupDeadlineDate\n    createdAt\n    updatedAt\n    __typename\n  }\n}",
+   "bcbe895236bd0027e2db37d5884645cfa3230e90a7ce6de893783c5fdc54fa1b": "query GetActivityAnalytics($activityId: String!) {\n  getActivityAnalytics(activityId: $activityId) {\n    __typename\n    activityName\n    activityType\n    courseParticipants\n    instanceQuizAnalytics {\n      __typename\n      id\n      elementName\n      elementType\n      numberOfAnswers\n      uniqueParticipants\n      averageTimeSpent\n      firstErrorRate\n      firstPartialRate\n      firstCorrectRate\n      lastErrorRate\n      lastPartialRate\n      lastCorrectRate\n      totalErrorRate\n      totalPartialRate\n      totalCorrectRate\n      upvoteRate\n      downvoteRate\n      feedbackCount\n    }\n    activityQuizAnalytics {\n      __typename\n      id\n      numberOfAnswers\n      averageTimeSpent\n      firstErrorRate\n      firstPartialRate\n      firstCorrectRate\n      lastErrorRate\n      lastPartialRate\n      lastCorrectRate\n      totalErrorRate\n      totalPartialRate\n      totalCorrectRate\n    }\n  }\n}",
    "e0401480c8a284447239d66382a5161672da606c358ff81a44f5b3201553d88c": "fragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetArtificialInstance($elementId: Int!) {\n  artificialInstance(elementId: $elementId) {\n    id\n    type\n    elementType\n    ...ElementData\n    __typename\n  }\n}",
    "14169116abd9278adb08977b9c153403e6065ab0c3d02a6beb38017e1c8b19d6": "query GetBasicCourseInformation($courseId: String!) {\n  basicCourseInformation(courseId: $courseId) {\n    id\n    displayName\n    description\n    color\n    owner {\n      shortname\n      __typename\n    }\n    __typename\n  }\n}",
    "97e44398e5f1ae9efb9f4b78b58f75b81d2305d9c1ca622c6d09ed263eeda4aa": "fragment ElementDataWithoutSolutions on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        displayMode\n        choices {\n          ix\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        restrictions {\n          maxLength\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      __typename\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetBookmarkedElementStacks($courseId: String!) {\n  getBookmarkedElementStacks(courseId: $courseId) {\n    id\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementDataWithoutSolutions\n      __typename\n    }\n    __typename\n  }\n}",
@@ -114,6 +115,7 @@
    "e75fbff1c5cb7ff5e8ba8dea58c1cf225065c420b007433ad34477dd8c75c42b": "query GetControlCourse($courseId: String!) {\n  controlCourse(id: $courseId) {\n    id\n    name\n    liveQuizzes {\n      id\n      name\n      status\n      __typename\n    }\n    __typename\n  }\n}",
    "f62c7d2cb59eb42a077e6d527c90f4838a2888cb9a9f60259979114b6a3b759f": "query GetControlCourses {\n  controlCourses {\n    id\n    name\n    isArchived\n    displayName\n    description\n    __typename\n  }\n}",
    "8f20969b7ca79ad364ba7d6f86bb726ac727fd7f6eaf2591ab6e2671d2c36c9d": "fragment ElementDataInfo on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetControlLiveQuiz($id: String!) {\n  controlLiveQuiz(id: $id) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    blocks {\n      id\n      order\n      status\n      expiresAt\n      timeLimit\n      randomSelection\n      execution\n      elements {\n        id\n        ...ElementDataInfo\n        __typename\n      }\n      __typename\n    }\n    activeBlock {\n      id\n      order\n      __typename\n    }\n    __typename\n  }\n}",
+   "8f94bc3c632c836b539945142e64264b077b311d1b6588c647b9d6fbd84b56d4": "query GetCourseActivities($courseId: String!) {\n  getCourseActivities(courseId: $courseId) {\n    id\n    name\n    practiceQuizzes {\n      id\n      name\n      status\n      __typename\n    }\n    microLearnings {\n      id\n      name\n      status\n      __typename\n    }\n    __typename\n  }\n}",
    "e59b71b57535081559901524f66141db528523f0cb049b3c52b33fcc442b24df": "query GetCourseActivityAnalytics($courseId: String!) {\n  getCourseActivityAnalytics(courseId: $courseId) {\n    name\n    courseWeeks\n    totalParticipants\n    dailyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    weeklyActivity {\n      date\n      activeParticipants\n      __typename\n    }\n    activeDays {\n      monday\n      tuesday\n      wednesday\n      thursday\n      friday\n      saturday\n      sunday\n      __typename\n    }\n    participantCourseAnalytics {\n      activeWeeks\n      activeDaysPerWeek\n      meanElementsPerDay\n      activityLevel\n      __typename\n    }\n    __typename\n  }\n}",
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index 681ba1cb14..d0601fce5c 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -2,9 +2,11 @@ import * as DB from '@klicker-uzh/prisma'
 import {
   ActivityFeedback as ActivityFeedbackType,
   ActivityPerformance as ActivityPerformanceType,
+  ActivityQuizAnalytics as ActivityQuizAnalyticsType,
   ActivityType as ActivityTypeEnum,
   InstanceFeedback as InstanceFeedbackType,
   InstancePerformance as InstancePerformanceType,
+  InstanceQuizAnalytics as InstanceQuizAnalyticsType,
   ParticipantPerformance as ParticipantPerformanceType,
   PerformanceRates as PerformanceRatesType,
 } from '@klicker-uzh/types'
@@ -300,3 +302,80 @@ export const CoursePerformanceAnalytics = builder.objectType(
   }
 )
 // #endregion
+
+// ------ Quiz Analytics ------
+// #region
+export const InstanceQuizAnalyticsRef =
+  builder.objectRef<InstanceQuizAnalyticsType>('InstanceQuizAnalytics')
+export const InstanceQuizAnalytics = builder.objectType(
+  InstanceQuizAnalyticsRef,
+  {
+    fields: (t) => ({
+      id: t.exposeInt('id'),
+      elementName: t.exposeString('elementName'),
+      elementType: t.expose('elementType', { type: ElementType }),
+      numberOfAnswers: t.exposeInt('numberOfAnswers'),
+      uniqueParticipants: t.exposeInt('uniqueParticipants'),
+      averageTimeSpent: t.exposeFloat('averageTimeSpent'),
+      firstErrorRate: t.exposeFloat('firstErrorRate', { nullable: true }),
+      firstPartialRate: t.exposeFloat('firstPartialRate', { nullable: true }),
+      firstCorrectRate: t.exposeFloat('firstCorrectRate', { nullable: true }),
+      lastErrorRate: t.exposeFloat('lastErrorRate', { nullable: true }),
+      lastPartialRate: t.exposeFloat('lastPartialRate', { nullable: true }),
+      lastCorrectRate: t.exposeFloat('lastCorrectRate', { nullable: true }),
+      totalErrorRate: t.exposeFloat('totalErrorRate'),
+      totalPartialRate: t.exposeFloat('totalPartialRate'),
+      totalCorrectRate: t.exposeFloat('totalCorrectRate'),
+      upvoteRate: t.exposeFloat('upvoteRate'),
+      downvoteRate: t.exposeFloat('downvoteRate'),
+      feedbackCount: t.exposeInt('feedbackCount'),
+    }),
+  }
+)
+
+export const ActivityQuizAnalyticsRef =
+  builder.objectRef<ActivityQuizAnalyticsType>('ActivityQuizAnalytics')
+export const ActivityQuizAnalytics = builder.objectType(
+  ActivityQuizAnalyticsRef,
+  {
+    fields: (t) => ({
+      id: t.exposeInt('id'),
+      averageTimeSpent: t.exposeFloat('averageTimeSpent'),
+      numberOfAnswers: t.exposeInt('numberOfAnswers'),
+      firstErrorRate: t.exposeFloat('firstErrorRate', { nullable: true }),
+      firstPartialRate: t.exposeFloat('firstPartialRate', { nullable: true }),
+      firstCorrectRate: t.exposeFloat('firstCorrectRate', { nullable: true }),
+      lastErrorRate: t.exposeFloat('lastErrorRate', { nullable: true }),
+      lastPartialRate: t.exposeFloat('lastPartialRate', { nullable: true }),
+      lastCorrectRate: t.exposeFloat('lastCorrectRate', { nullable: true }),
+      totalErrorRate: t.exposeFloat('totalErrorRate'),
+      totalPartialRate: t.exposeFloat('totalPartialRate'),
+      totalCorrectRate: t.exposeFloat('totalCorrectRate'),
+    }),
+  }
+)
+
+interface IQuizAnalytics {
+  activityName: string
+  activityType: ActivityTypeEnum
+  courseParticipants: number
+  activityQuizAnalytics?: ActivityQuizAnalyticsType | null
+  instanceQuizAnalytics: InstanceQuizAnalyticsType[]
+}
+export const QuizAnalyticsRef =
+  builder.objectRef<IQuizAnalytics>('QuizAnalytics')
+export const QuizAnalytics = builder.objectType(QuizAnalyticsRef, {
+  fields: (t) => ({
+    activityName: t.exposeString('activityName'),
+    activityType: t.expose('activityType', { type: ActivityType }),
+    courseParticipants: t.exposeInt('courseParticipants'),
+    activityQuizAnalytics: t.expose('activityQuizAnalytics', {
+      type: ActivityQuizAnalytics,
+      nullable: true,
+    }),
+    instanceQuizAnalytics: t.expose('instanceQuizAnalytics', {
+      type: [InstanceQuizAnalytics],
+    }),
+  }),
+})
+// #endregion
diff --git a/packages/graphql/src/schema/practiceQuiz.ts b/packages/graphql/src/schema/practiceQuiz.ts
index 6fa183ceec..ef2dbb19d6 100644
--- a/packages/graphql/src/schema/practiceQuiz.ts
+++ b/packages/graphql/src/schema/practiceQuiz.ts
@@ -137,6 +137,9 @@ export const PracticeQuiz = PracticeQuizRef.implement({
     // completedCount: t.exposeInt('completedCount', { nullable: true }),
     // repeatedCount: t.exposeInt('repeatedCount', { nullable: true }),
     isOwner: t.exposeBoolean('isOwner', { nullable: true }),
+
+    createdAt: t.expose('createdAt', { type: 'Date', nullable: true }),
+    updatedAt: t.expose('updatedAt', { type: 'Date', nullable: true }),
   }),
 })
 
diff --git a/packages/graphql/src/schema/query.ts b/packages/graphql/src/schema/query.ts
index 4ed2cf4d96..8b70685fb4 100644
--- a/packages/graphql/src/schema/query.ts
+++ b/packages/graphql/src/schema/query.ts
@@ -15,6 +15,7 @@ import {
   CourseActivityAnalytics,
   CoursePerformanceAnalytics,
   ElementFeedback,
+  QuizAnalytics,
   WeeklyCourseActivities,
 } from './analytics.js'
 import {
@@ -780,6 +781,28 @@ export const Query = builder.queryType({
           return AnalyticsService.getCoursePerformanceAnalytics(args, ctx)
         },
       }),
+
+      getCourseActivities: asUser.field({
+        nullable: true,
+        type: Course,
+        args: {
+          courseId: t.arg.string({ required: true }),
+        },
+        resolve(_, args, ctx) {
+          return CourseService.getCourseActivities(args, ctx)
+        },
+      }),
+
+      getActivityAnalytics: asUser.field({
+        nullable: true,
+        type: QuizAnalytics,
+        args: {
+          activityId: t.arg.string({ required: true }),
+        },
+        resolve(_, args, ctx) {
+          return AnalyticsService.getActivityAnalytics(args, ctx)
+        },
+      }),
     }
   },
 })
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index 325c5d58ae..228348b16d 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -16,6 +16,7 @@ import {
   ActivityType,
   InstanceFeedback,
   InstancePerformance,
+  InstanceQuizAnalytics,
 } from '@klicker-uzh/types'
 import dayjs from 'dayjs'
 import { ContextWithUser } from 'src/lib/context.js'
@@ -498,3 +499,140 @@ export async function getCoursePerformanceAnalytics(
     activityFeedbacks,
   }
 }
+
+export async function getActivityAnalytics(
+  { activityId }: { activityId: string },
+  ctx: ContextWithUser
+) {
+  const activityIncludes = {
+    stacks: {
+      include: {
+        elements: {
+          include: {
+            feedbacks: true,
+            instancePerformance: true,
+            _count: {
+              select: { detailResponses: true },
+            },
+          },
+        },
+      },
+    },
+    course: {
+      include: {
+        _count: {
+          select: { participations: true },
+        },
+      },
+    },
+    performance: true,
+  }
+
+  const practiceQuiz = await ctx.prisma.practiceQuiz.findUnique({
+    where: { id: activityId },
+    include: activityIncludes,
+  })
+  const microLearning = await ctx.prisma.microLearning.findUnique({
+    where: { id: activityId },
+    include: activityIncludes,
+  })
+  const activity = practiceQuiz ?? microLearning
+  const activityType = practiceQuiz
+    ? ActivityType.PRACTICE_QUIZ
+    : ActivityType.MICRO_LEARNING
+
+  if (!activity) {
+    return null
+  }
+
+  const {
+    instanceQuizAnalytics,
+    numberOfAnswersActivity,
+    totalAverageInstanceTimes,
+  } = activity.stacks.reduce<{
+    instanceQuizAnalytics: InstanceQuizAnalytics[]
+    numberOfAnswersActivity: number
+    totalAverageInstanceTimes: number
+  }>(
+    (acc, stack) => {
+      const newInstanceStatistics = stack.elements.flatMap((element) => {
+        // if performance has not been computed, skip this instance
+        const performance = element.instancePerformance
+        if (!performance) {
+          return []
+        }
+
+        // number of answers = number of question response details
+        const numberOfAnswers = element._count.detailResponses
+        const uniqueParticipants = performance.responseCount
+
+        // compute the upvote and downvote rates
+        const { upvoteRate, downvoteRate, totalVotes } =
+          element.feedbacks.reduce<{
+            upvoteRate: number
+            downvoteRate: number
+            totalVotes: number
+          }>(
+            (acc, feedback) => {
+              if (feedback.upvote) {
+                acc.upvoteRate =
+                  (acc.upvoteRate * acc.totalVotes + 1) / (acc.totalVotes + 1)
+                acc.totalVotes++
+              } else if (feedback.downvote) {
+                acc.downvoteRate =
+                  (acc.downvoteRate * acc.totalVotes + 1) / (acc.totalVotes + 1)
+                acc.totalVotes++
+              }
+
+              return acc
+            },
+            {
+              upvoteRate: 0,
+              downvoteRate: 0,
+              totalVotes: 0,
+            }
+          )
+
+        // increment number of answers on activity
+        acc.numberOfAnswersActivity += numberOfAnswers
+
+        // increment total average instance times
+        acc.totalAverageInstanceTimes += performance.averageTimeSpent
+
+        return {
+          ...performance,
+          upvoteRate,
+          downvoteRate,
+          feedbackCount: totalVotes,
+          elementName: element.elementData.name,
+          elementType: element.elementData.type,
+          numberOfAnswers,
+          uniqueParticipants,
+        }
+      })
+
+      acc.instanceQuizAnalytics.push(...newInstanceStatistics)
+      return acc
+    },
+    {
+      instanceQuizAnalytics: [],
+      numberOfAnswersActivity: 0,
+      totalAverageInstanceTimes: 0,
+    }
+  )
+
+  return {
+    activityName: activity.name,
+    activityType,
+    courseParticipants: activity.course._count.participations,
+    activityQuizAnalytics: activity.performance
+      ? {
+          ...activity.performance,
+          id: activity.performance?.id ?? 0,
+          numberOfAnswers: numberOfAnswersActivity,
+          averageTimeSpent: totalAverageInstanceTimes,
+        }
+      : null,
+    instanceQuizAnalytics,
+  }
+}
diff --git a/packages/graphql/src/services/courses.ts b/packages/graphql/src/services/courses.ts
index ff2ba6d52e..8d5f0cedde 100644
--- a/packages/graphql/src/services/courses.ts
+++ b/packages/graphql/src/services/courses.ts
@@ -1162,3 +1162,44 @@ export async function publishScheduledActivities(ctx: Context) {
 
   return true
 }
+
+export async function getCourseActivities(
+  { courseId }: { courseId: string },
+  ctx: ContextWithUser
+) {
+  const course = await ctx.prisma.course.findUnique({
+    where: { id: courseId },
+    include: {
+      practiceQuizzes: {
+        where: {
+          isDeleted: false,
+          status: PublicationStatus.PUBLISHED,
+        },
+        include: {
+          _count: {
+            select: { stacks: true },
+          },
+        },
+        orderBy: {
+          createdAt: 'desc',
+        },
+      },
+      microLearnings: {
+        where: {
+          isDeleted: false,
+          status: PublicationStatus.PUBLISHED,
+        },
+        include: {
+          _count: {
+            select: { stacks: true },
+          },
+        },
+        orderBy: {
+          scheduledStartAt: 'desc',
+        },
+      },
+    },
+  })
+
+  return course
+}
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index c73961f832..ba0e0ca152 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1833,6 +1833,7 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       activityDashboard: 'Aktivitäts-Dashboard',
       performanceDashboard: 'Leistungs- und Fortschritts-Dashboard',
       quizDashboard: 'Quiz-Dashboard',
+      quizAnalytics: 'Quiz Analytics',
       analyticsLoadingWait: 'Lade Analyse-Daten. Bitte warten...',
       analyticsLoadingFailed:
         'Beim Laden der Analyse-Daten ist ein Fehler aufgetreten. Bitte versuchen Sie es später erneut oder kontaktieren Sie den Support.',
@@ -1885,6 +1886,7 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       overallStudentPerformance:
         'Gesamtleistung der Studierenden (Fehlerraten)',
       totalErrorRate: 'Totale Fehlerrate',
+      total: 'Total',
       firstAttempt: 'Erster Lösungsversuch',
       lastAttempt: 'Letzter Lösungsversuch',
       performanceLevel: 'Leistungslevel',
@@ -1897,6 +1899,27 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       studentPerformance: 'Studierendenleistung',
       feedbackOverview: 'Feedback-Übersicht',
       dataSource: 'Datenquelle',
+      selectActivityAnalytics:
+        'Bitte wählen Sie eine Aktivität aus Ihrem Kurs aus, um die entsprechenden Analyse-Daten anzuzeigen. Bitte beachten Sie, dass die Analyse nur für Aktivitäten verfügbar ist, die für Studierende zugänglich sind.',
+      noPracticeQuizzes: 'Dieser Kurs enthält keine Übungs-Quizzes.',
+      noMicroLearnings: 'Dieser Kurs enthält keine Microlearnings.',
+      searchPracticeQuizzes: 'Übungs-Quizzes durchsuchen...',
+      searchMicroLearnings: 'Microlearnings durchsuchen...',
+      backToActivitySelection: 'Zurück zur Aktivitätsauswahl',
+      totalAnsweredElements:
+        'Gesamtzahl beantworteter Elemente in {activityName}: <b>{number}</b>',
+      averageTimeSpentActivity:
+        'Durchschnittlich aufgewendete Gesamtzeit pro Studierender: <b>{min}:{sec} min</b>',
+      successRates: 'Erfolgsraten',
+      successRate: 'Erfolgsrate',
+      partialErrorRate: 'Partielle Fehlerrate',
+      microLearningOneSubmissionHint:
+        'Für Microlearnings ist keine Trennung von ersten und letzten Lösungversuchen möglich, da Teilnehmende jedes Element der Aktivität nur einmal lösen können.',
+      totalAnswers: 'Gesamtzahl Antworten: <b>{number}</b>',
+      numberOfStudentsN: 'Anzahl Studierende: <b>{number}</b>',
+      averageTimeSpentInstance:
+        'Durchschnittliche Bearbeitungszeit: <b>{min}:{sec} min</b>',
+      studentFeedback: 'Studierenden-Feedback (N = {numOfVotes})',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 4da4f964ff..742655c4ba 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1821,6 +1821,7 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       activityDashboard: 'Activity Dashboard',
       performanceDashboard: 'Performance and Progress Dashboard',
       quizDashboard: 'Quiz Dashboard',
+      quizAnalytics: 'Quiz Analytics',
       analyticsLoadingWait: 'Loading analytics data. Please wait...',
       analyticsLoadingFailed:
         'An error occurred while loading the analytics data. Please try again later or contact the support.',
@@ -1871,6 +1872,7 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       elementNameLabel: 'Element Name',
       overallStudentPerformance: 'Overall Student Performance (Error Rates)',
       totalErrorRate: 'Total Error Rate',
+      total: 'Total',
       firstAttempt: 'First Attempt',
       lastAttempt: 'Last Attempt',
       performanceLevel: 'Performance Level',
@@ -1883,6 +1885,26 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       studentPerformance: 'Student Performance',
       feedbackOverview: 'Feedback Overview',
       dataSource: 'Data Source',
+      selectActivityAnalytics:
+        'Please select one of the activities from your course to view the corresponding analytics. Please note that analytics are only available for activities accessible for students.',
+      noPracticeQuizzes: "This course doesn't contain any practice quizzes.",
+      noMicroLearnings: "This course doesn't contain any microlearnings.",
+      searchPracticeQuizzes: 'Search practice quizzes...',
+      searchMicroLearnings: 'Search microlearnings...',
+      backToActivitySelection: 'Back to activity selection',
+      totalAnsweredElements:
+        'Total answered elements in {activityName}: <b>{number}</b>',
+      averageTimeSpentActivity:
+        'Average total time spent per student: <b>{min}:{sec} min</b>',
+      successRates: 'Success Rates',
+      successRate: 'Success Rate',
+      partialErrorRate: 'Partial Error Rate',
+      microLearningOneSubmissionHint:
+        'For microlearnings no separation of first and last submitted answers is possible, since every participant can solve each element of the activity only once.',
+      totalAnswers: 'Total Answers: <b>{number}</b>',
+      numberOfStudentsN: 'Number of Students: <b>{number}</b>',
+      averageTimeSpentInstance: 'Average Time Spent: <b>{min}:{sec} min</b>',
+      studentFeedback: 'Student Feedback (N = {numOfVotes})',
     },
   },
   control: {
diff --git a/packages/prisma/src/prisma/migrations/20241221102445_average_time_instance_performance/migration.sql b/packages/prisma/src/prisma/migrations/20241221102445_average_time_instance_performance/migration.sql
new file mode 100644
index 0000000000..4c7b29bb41
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20241221102445_average_time_instance_performance/migration.sql
@@ -0,0 +1,8 @@
+/*
+  Warnings:
+
+  - Added the required column `averageTimeSpent` to the `InstancePerformance` table without a default value. This is not possible if the table is not empty.
+
+*/
+-- AlterTable
+ALTER TABLE "InstancePerformance" ADD COLUMN     "averageTimeSpent" REAL NOT NULL;
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index dbf0f5683b..4c6449057e 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -195,7 +195,8 @@ model ParticipantPerformance {
 model InstancePerformance {
   id Int @id @default(autoincrement())
 
-  responseCount Int // total number of responses to this instance
+  responseCount    Int // total number of responses to this instance
+  averageTimeSpent Float @db.Real // average time students spent on this instance
 
   firstErrorRate   Float? @db.Real // fraction of wrong answers to this instance (first attempt, PQ only)
   firstPartialRate Float? @db.Real // fraction of partially correct answers to this instance (first attempt, PQ only)
diff --git a/packages/types/src/index.ts b/packages/types/src/index.ts
index a35492fea9..97d609a818 100644
--- a/packages/types/src/index.ts
+++ b/packages/types/src/index.ts
@@ -423,4 +423,40 @@ export type ActivityFeedback = {
   downvoteRate: number
   feedbackCount: number
 }
+
+export type InstanceQuizAnalytics = {
+  id: number
+  elementName: string
+  elementType: ElementType
+  numberOfAnswers: number
+  uniqueParticipants: number
+  averageTimeSpent: number
+  firstErrorRate?: number | null
+  firstPartialRate?: number | null
+  firstCorrectRate?: number | null
+  lastErrorRate?: number | null
+  lastPartialRate?: number | null
+  lastCorrectRate?: number | null
+  totalErrorRate: number
+  totalPartialRate: number
+  totalCorrectRate: number
+  upvoteRate: number
+  downvoteRate: number
+  feedbackCount: number
+}
+
+export type ActivityQuizAnalytics = {
+  id: number
+  numberOfAnswers: number
+  averageTimeSpent: number
+  firstErrorRate?: number | null
+  firstPartialRate?: number | null
+  firstCorrectRate?: number | null
+  lastErrorRate?: number | null
+  lastPartialRate?: number | null
+  lastCorrectRate?: number | null
+  totalErrorRate: number
+  totalPartialRate: number
+  totalCorrectRate: number
+}
 // #endregion

From 4a6f88ee9307e04ab1fdbb7c651b8c843de5dd01 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Sun, 22 Dec 2024 14:03:14 +0100
Subject: [PATCH 28/38] enhance(apps/analytics): allow switching between
 courses and activities on analytics dashboards (#4406)

---
 .../activity/ActivityAnalyticsNavigation.tsx  |  1 +
 .../overview/AnalyticsNavigation.tsx          | 45 +++++++++++-
 .../PerformanceAnalyticsNavigation.tsx        |  1 +
 .../quiz/QuizAnalyticsNavigation.tsx          | 68 ++++++++++++++++++-
 .../quiz/QuizSelectionNavigation.tsx          |  1 +
 .../analytics/[courseId]/quizzes/[id].tsx     |  4 +-
 packages/i18n/messages/de.ts                  |  1 +
 packages/i18n/messages/en.ts                  |  1 +
 8 files changed, 115 insertions(+), 7 deletions(-)

diff --git a/apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx
index df24fdd7d3..2dc83f742a 100644
--- a/apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/ActivityAnalyticsNavigation.tsx
@@ -9,6 +9,7 @@ function ActivityAnalyticsNavigation({ courseId }: { courseId: string }) {
       labelLeft={<QuizDashboardLabel />}
       hrefRight={`/analytics/${courseId}/performance`}
       labelRight={<PerformanceDashboardLabel />}
+      slug="activity"
     />
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx
index 0f8193ce50..2fa1931d26 100644
--- a/apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx
+++ b/apps/frontend-manage/src/components/analytics/overview/AnalyticsNavigation.tsx
@@ -1,15 +1,22 @@
+import { useQuery } from '@apollo/client'
 import {
   faChevronLeft,
   faChevronRight,
 } from '@fortawesome/free-solid-svg-icons'
 import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { GetUserCoursesDocument } from '@klicker-uzh/graphql/dist/ops'
+import Loader from '@klicker-uzh/shared-components/src/Loader'
+import { SelectField } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
 import Link from 'next/link'
+import { useRouter } from 'next/router'
 
 interface AnalyticsNavigationProps {
   hrefLeft: string
   labelLeft: React.ReactNode
   hrefRight: string
   labelRight: React.ReactNode
+  slug: string
 }
 
 function AnalyticsNavigation({
@@ -17,14 +24,46 @@ function AnalyticsNavigation({
   labelLeft,
   hrefRight,
   labelRight,
+  slug,
 }: AnalyticsNavigationProps) {
+  const { data, loading } = useQuery(GetUserCoursesDocument)
+  const router = useRouter()
+  const t = useTranslations()
+
+  if (loading) {
+    return <Loader />
+  }
+
   return (
-    <div className="flex w-full flex-row justify-between">
-      <Link href={hrefLeft} className="mb-6 flex flex-row items-center gap-2">
+    <div className="mb-6 grid w-full grid-cols-2 md:grid-cols-3">
+      <Link
+        href={hrefLeft}
+        className="flex flex-row items-center justify-start gap-2"
+      >
         <FontAwesomeIcon icon={faChevronLeft} size="lg" />
         <div className="flex flex-row items-center gap-0.5">{labelLeft}</div>
       </Link>
-      <Link href={hrefRight} className="mb-6 flex flex-row items-center gap-2">
+      <div className="hidden justify-center md:flex">
+        <SelectField
+          label={`${t('shared.generic.course')}:`}
+          labelType="large"
+          value={router.query.courseId as string}
+          items={
+            data?.userCourses?.map((course) => ({
+              label: course.name,
+              value: course.id,
+            })) ?? []
+          }
+          onChange={(value) => {
+            router.push({ pathname: `/analytics/${value}/${slug}` })
+          }}
+          className={{ select: { trigger: 'h-8' } }}
+        />
+      </div>
+      <Link
+        href={hrefRight}
+        className="flex flex-row items-center justify-end gap-2"
+      >
         <div className="flex flex-row items-center gap-0.5">{labelRight}</div>
         <FontAwesomeIcon icon={faChevronRight} size="lg" />
       </Link>
diff --git a/apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx
index d25bc28841..d4dfd6230d 100644
--- a/apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/PerformanceAnalyticsNavigation.tsx
@@ -9,6 +9,7 @@ function PerformanceAnalyticsNavigation({ courseId }: { courseId: string }) {
       labelLeft={<ActivityDashboardLabel />}
       hrefRight={`/analytics/${courseId}/quizzes`}
       labelRight={<QuizDashboardLabel />}
+      slug="performance"
     />
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx b/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
index 942e3a39b8..083cc56c51 100644
--- a/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
+++ b/apps/frontend-manage/src/components/analytics/quiz/QuizAnalyticsNavigation.tsx
@@ -1,22 +1,84 @@
+import { useQuery } from '@apollo/client'
 import { faChevronLeft } from '@fortawesome/free-solid-svg-icons'
 import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { GetCourseActivitiesDocument } from '@klicker-uzh/graphql/dist/ops'
+import Loader from '@klicker-uzh/shared-components/src/Loader'
+import { SelectField } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import Link from 'next/link'
+import { useRouter } from 'next/router'
 
-function QuizAnalyticsNavigation({ courseId }: { courseId: string }) {
+function QuizAnalyticsNavigation({
+  courseId,
+  activityId,
+}: {
+  courseId: string
+  activityId: string
+}) {
+  const { data, loading } = useQuery(GetCourseActivitiesDocument, {
+    variables: { courseId },
+  })
   const t = useTranslations()
+  const router = useRouter()
+
+  if (loading) {
+    return <Loader />
+  }
 
   return (
-    <div className="flex w-full flex-row justify-between">
+    <div className="mb-6 grid w-full grid-cols-3">
       <Link
         href={`/analytics/${courseId}/quizzes`}
-        className="mb-6 flex flex-row items-center gap-2"
+        className="flex flex-row items-center gap-2"
       >
         <FontAwesomeIcon icon={faChevronLeft} size="lg" />
         <div className="flex flex-row items-center gap-0.5">
           {t('manage.analytics.backToActivitySelection')}
         </div>
       </Link>
+      <div className="flex justify-center">
+        <SelectField
+          label={`${t('shared.generic.activity')}:`}
+          labelType="large"
+          value={activityId}
+          groups={[
+            ...(data?.getCourseActivities?.practiceQuizzes &&
+            data.getCourseActivities.practiceQuizzes.length > 0
+              ? [
+                  {
+                    label: `${t('shared.generic.practiceQuizzes')}:`,
+                    items:
+                      data?.getCourseActivities?.practiceQuizzes?.map(
+                        (activity) => ({
+                          label: activity.name,
+                          value: activity.id,
+                        })
+                      ) ?? [],
+                  },
+                ]
+              : []),
+            ...(data?.getCourseActivities?.microLearnings &&
+            data.getCourseActivities.microLearnings.length > 0
+              ? [
+                  {
+                    label: `${t('shared.generic.microlearnings')}:`,
+                    items:
+                      data?.getCourseActivities?.microLearnings?.map(
+                        (activity) => ({
+                          label: activity.name,
+                          value: activity.id,
+                        })
+                      ) ?? [],
+                  },
+                ]
+              : []),
+          ]}
+          onChange={(value) => {
+            router.push({ pathname: `/analytics/${courseId}/quizzes/${value}` })
+          }}
+          className={{ select: { trigger: 'h-8' } }}
+        />
+      </div>
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx b/apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx
index 0cd9e2d34d..f5a352de2f 100644
--- a/apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx
+++ b/apps/frontend-manage/src/components/analytics/quiz/QuizSelectionNavigation.tsx
@@ -9,6 +9,7 @@ function QuizSelectionNavigation({ courseId }: { courseId: string }) {
       labelLeft={<PerformanceDashboardLabel />}
       hrefRight={`/analytics/${courseId}/activity`}
       labelRight={<ActivityDashboardLabel />}
+      slug="quizzes"
     />
   )
 }
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
index 47a8abcc8b..baf90432db 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
@@ -22,7 +22,9 @@ function QuizAnalytics() {
     skip: !activityId,
   })
 
-  const navigation = <QuizAnalyticsNavigation courseId={courseId} />
+  const navigation = (
+    <QuizAnalyticsNavigation courseId={courseId} activityId={activityId} />
+  )
   const analytics = data?.getActivityAnalytics
 
   const chartColors = {
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index ba0e0ca152..55a8982c75 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -230,6 +230,7 @@ export default {
       q3: 'Q3',
       weeks: 'Wochen',
       student: 'Studierende(r)',
+      activity: 'Aktivität',
     },
     contentInput: {
       boldStyle:
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 742655c4ba..4bc3afecc1 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -230,6 +230,7 @@ export default {
       q3: 'Q3',
       weeks: 'Weeks',
       student: 'Student',
+      activity: 'Activity',
     },
     contentInput: {
       boldStyle:

From 2041e65b622cf7c8c84c5c7f296b20adb688d0ec Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Sun, 22 Dec 2024 15:14:14 +0100
Subject: [PATCH 29/38] chore(apps/analytics): make sure that analytics pages
 do not break for empty courses (#4407)

---
 .../analytics/activity/DailyActivityPlot.tsx  |  68 ++--
 .../activity/DailyActivityTimeSeries.tsx      |  43 +--
 .../activity/TotalStudentActivityPlot.tsx     | 281 ++++++++---------
 .../activity/WeeklyActivityTimeSeries.tsx     |  92 +++---
 .../performance/ActivityProgressPlot.tsx      |  77 ++---
 .../TotalStudentPerformancePlot.tsx           | 291 +++++++++---------
 .../pages/analytics/[courseId]/activity.tsx   |   2 +
 .../analytics/[courseId]/quizzes/index.tsx    |   2 +
 packages/graphql/src/services/analytics.ts    |  19 +-
 packages/i18n/messages/de.ts                  |  12 +
 packages/i18n/messages/en.ts                  |  12 +
 11 files changed, 496 insertions(+), 403 deletions(-)

diff --git a/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
index d0de3210ff..f61facc865 100644
--- a/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/DailyActivityPlot.tsx
@@ -1,5 +1,5 @@
 import { WeekdayActivityAnalytics } from '@klicker-uzh/graphql/dist/ops'
-import { H2 } from '@uzh-bf/design-system'
+import { H2, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import {
   Bar,
@@ -49,34 +49,50 @@ function DailyActivityPlot({
     },
   ]
 
+  const noActivity =
+    activeDays.monday === 0 &&
+    activeDays.tuesday === 0 &&
+    activeDays.wednesday === 0 &&
+    activeDays.thursday === 0 &&
+    activeDays.friday === 0 &&
+    activeDays.saturday === 0 &&
+    activeDays.sunday === 0
+
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <H2>{t('manage.analytics.dailyActivity')}</H2>
-      <ResponsiveContainer width="100%" height={300}>
-        <BarChart layout="vertical" data={barChartData}>
-          <XAxis
-            type="number"
-            tickFormatter={(value) => `${value.toFixed(0)}%`}
-            label={{
-              value: t('manage.analytics.percentageOfStudents'),
-              dy: 12,
-            }}
-            height={40}
-          />
-          <YAxis type="category" dataKey="weekday" width={80} />
-          <Tooltip
-            formatter={(value) => [
-              `${(value as number).toFixed(2)} %`,
-              t('manage.analytics.activeStudents'),
-            ]}
-            contentStyle={{
-              borderRadius: '8px',
-              padding: '8px',
-            }}
-          />
-          <Bar dataKey="value" fill="#8884d8" />
-        </BarChart>
-      </ResponsiveContainer>
+      {!noActivity ? (
+        <ResponsiveContainer width="100%" height={300}>
+          <BarChart layout="vertical" data={barChartData}>
+            <XAxis
+              type="number"
+              tickFormatter={(value) => `${value.toFixed(0)}%`}
+              label={{
+                value: t('manage.analytics.percentageOfStudents'),
+                dy: 12,
+              }}
+              height={40}
+            />
+            <YAxis type="category" dataKey="weekday" width={80} />
+            <Tooltip
+              formatter={(value) => [
+                `${(value as number).toFixed(2)} %`,
+                t('manage.analytics.activeStudents'),
+              ]}
+              contentStyle={{
+                borderRadius: '8px',
+                padding: '8px',
+              }}
+            />
+            <Bar dataKey="value" fill="#8884d8" />
+          </BarChart>
+        </ResponsiveContainer>
+      ) : (
+        <UserNotification
+          message={t('manage.analytics.noActivityDistributionData')}
+          type="info"
+        />
+      )}
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx b/apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx
index 074dd8772c..a1273dd722 100644
--- a/apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/DailyActivityTimeSeries.tsx
@@ -1,5 +1,5 @@
 import { ParticipantActivityTimestamp } from '@klicker-uzh/graphql/dist/ops'
-import { H2 } from '@uzh-bf/design-system'
+import { H2, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import ActivityTimeSeriesPlot from './ActivityTimeSeriesPlot'
 
@@ -15,24 +15,31 @@ function DailyActivityTimeSeries({
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <H2>{t('manage.analytics.dailyStudentActivity')}</H2>
-      <div className="flex w-full flex-col gap-3 lg:flex-row">
-        <ActivityTimeSeriesPlot
-          activityData={activity.map((item) => {
-            const date = new Date(item.date)
-            return {
-              date: date
-                .toLocaleDateString('en-GB', {
-                  day: '2-digit',
-                  month: '2-digit',
-                  year: 'numeric',
-                })
-                .replace(/\//g, '-'),
-              activeParticipants:
-                (item.activeParticipants / courseParticipants) * 100,
-            }
-          })}
+      {activity.length > 0 ? (
+        <div className="flex w-full flex-col gap-3 lg:flex-row">
+          <ActivityTimeSeriesPlot
+            activityData={activity.map((item) => {
+              const date = new Date(item.date)
+              return {
+                date: date
+                  .toLocaleDateString('en-GB', {
+                    day: '2-digit',
+                    month: '2-digit',
+                    year: 'numeric',
+                  })
+                  .replace(/\//g, '-'),
+                activeParticipants:
+                  (item.activeParticipants / courseParticipants) * 100,
+              }
+            })}
+          />
+        </div>
+      ) : (
+        <UserNotification
+          message={t('manage.analytics.noDailyActivityData')}
+          type="info"
         />
-      </div>
+      )}
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx b/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
index 8f9907daf0..c6b479c926 100644
--- a/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/TotalStudentActivityPlot.tsx
@@ -1,7 +1,7 @@
 import { ParticipantCourseActivity } from '@klicker-uzh/graphql/dist/ops'
 import DataTable from '@klicker-uzh/shared-components/src/DataTable'
 import TableSortingButton from '@klicker-uzh/shared-components/src/TableSortingButton'
-import { H2 } from '@uzh-bf/design-system'
+import { H2, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import {
   Bar,
@@ -40,147 +40,154 @@ function TotalStudentActivityPlot({
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <H2>{t('manage.analytics.overallStudentActivity')}</H2>
-      <div className="flex flex-col gap-2">
-        <ResponsiveContainer width="100%" height={300}>
-          <BarChart data={activityData} margin={{ bottom: 10, top: 20 }}>
-            <XAxis
-              dataKey="week"
-              label={{ value: t('manage.analytics.activeWeeks'), dy: 18 }}
-            />
-            <YAxis
-              label={{
-                value: t('manage.analytics.numberOfStudents'),
-                angle: -90,
-                dx: -20,
-              }}
-            />
-            <Tooltip
-              formatter={(value) => [
-                `${value}`,
-                t('manage.analytics.activeStudents'),
-              ]}
-              labelFormatter={(label) =>
-                `${label} ${t('shared.generic.weeks')}`
-              }
-              contentStyle={{
-                borderRadius: '8px',
-                padding: '8px',
-              }}
-            />
-            <Bar dataKey="count">
-              {activityData.map((entry, index) => (
-                <Cell key={`cell-${index}`} fill={entry.color} />
-              ))}
-            </Bar>
-            {activityData.map(
-              (entry, index) =>
-                (entry.isQ1 ||
-                  entry.isQ3 ||
-                  entry.isMedian ||
-                  entry.isMean) && (
-                  <ReferenceLine
-                    key={`line-${index}`}
-                    x={entry.week}
-                    stroke={
-                      entry.isMean ? 'red' : entry.isMedian ? 'blue' : '#666'
-                    }
-                    label={{
-                      value: entry.isMean
-                        ? t('shared.generic.mean')
-                        : entry.isMedian
-                          ? t('shared.generic.median')
-                          : entry.isQ1
-                            ? 'Q1'
-                            : 'Q3',
-                      position: 'top',
-                      fill: entry.isMean
-                        ? 'red'
-                        : entry.isMedian
-                          ? 'blue'
-                          : '#666',
-                    }}
-                  />
-                )
-            )}
-          </BarChart>
-        </ResponsiveContainer>
-        <DataTable
-          isPaginated
-          isResetSortingEnabled
-          columns={[
-            {
-              accessorKey: 'student',
-              header: t('shared.generic.student'),
-            },
-            {
-              accessorKey: 'activeWeeks',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.activeWeeks')}
-                  />
-                )
+      {participantActivity.length > 0 ? (
+        <div className="flex flex-col gap-2">
+          <ResponsiveContainer width="100%" height={300}>
+            <BarChart data={activityData} margin={{ bottom: 10, top: 20 }}>
+              <XAxis
+                dataKey="week"
+                label={{ value: t('manage.analytics.activeWeeks'), dy: 18 }}
+              />
+              <YAxis
+                label={{
+                  value: t('manage.analytics.numberOfStudents'),
+                  angle: -90,
+                  dx: -20,
+                }}
+              />
+              <Tooltip
+                formatter={(value) => [
+                  `${value}`,
+                  t('manage.analytics.activeStudents'),
+                ]}
+                labelFormatter={(label) =>
+                  `${label} ${t('shared.generic.weeks')}`
+                }
+                contentStyle={{
+                  borderRadius: '8px',
+                  padding: '8px',
+                }}
+              />
+              <Bar dataKey="count">
+                {activityData.map((entry, index) => (
+                  <Cell key={`cell-${index}`} fill={entry.color} />
+                ))}
+              </Bar>
+              {activityData.map(
+                (entry, index) =>
+                  (entry.isQ1 ||
+                    entry.isQ3 ||
+                    entry.isMedian ||
+                    entry.isMean) && (
+                    <ReferenceLine
+                      key={`line-${index}`}
+                      x={entry.week}
+                      stroke={
+                        entry.isMean ? 'red' : entry.isMedian ? 'blue' : '#666'
+                      }
+                      label={{
+                        value: entry.isMean
+                          ? t('shared.generic.mean')
+                          : entry.isMedian
+                            ? t('shared.generic.median')
+                            : entry.isQ1
+                              ? 'Q1'
+                              : 'Q3',
+                        position: 'top',
+                        fill: entry.isMean
+                          ? 'red'
+                          : entry.isMedian
+                            ? 'blue'
+                            : '#666',
+                      }}
+                    />
+                  )
+              )}
+            </BarChart>
+          </ResponsiveContainer>
+          <DataTable
+            isPaginated
+            isResetSortingEnabled
+            columns={[
+              {
+                accessorKey: 'student',
+                header: t('shared.generic.student'),
               },
-            },
-            {
-              accessorKey: 'activeDaysPerWeek',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.activeDaysPerWeek')}
-                  />
-                )
+              {
+                accessorKey: 'activeWeeks',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.activeWeeks')}
+                    />
+                  )
+                },
               },
-              cell: ({ row }: any) =>
-                `${parseFloat(row.getValue('activeDaysPerWeek')).toFixed(2)}`,
-            },
-            {
-              accessorKey: 'meanElementsPerDay',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.meanElementsPerDay')}
-                  />
-                )
+              {
+                accessorKey: 'activeDaysPerWeek',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.activeDaysPerWeek')}
+                    />
+                  )
+                },
+                cell: ({ row }: any) =>
+                  `${parseFloat(row.getValue('activeDaysPerWeek')).toFixed(2)}`,
               },
-              cell: ({ row }: any) =>
-                `${parseFloat(row.getValue('meanElementsPerDay')).toFixed(2)}`,
-            },
-            {
-              accessorKey: 'activityLevelNumber',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.activityLevel')}
-                  />
-                )
+              {
+                accessorKey: 'meanElementsPerDay',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.meanElementsPerDay')}
+                    />
+                  )
+                },
+                cell: ({ row }: any) =>
+                  `${parseFloat(row.getValue('meanElementsPerDay')).toFixed(2)}`,
               },
-              cell: ({ row }: any) => (
-                <LevelTag level={row.getValue('activityLevelNumber')} />
-              ),
-            },
-          ]}
-          data={participantActivity.map((entry, ix) => ({
-            ...entry,
-            student: t('manage.analytics.studentN', { number: ix + 1 }),
-            activityLevelNumber:
-              entry.activityLevel === 'HIGH'
-                ? 3
-                : entry.activityLevel === 'MEDIUM'
-                  ? 2
-                  : 1,
-          }))}
-          csvFilename={`${courseName.replace(' ', '-')}_participant_activity`}
-          className={{
-            tableHeader: 'h-7 p-2',
-            tableCell: 'h-7 p-2',
-          }}
+              {
+                accessorKey: 'activityLevelNumber',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.activityLevel')}
+                    />
+                  )
+                },
+                cell: ({ row }: any) => (
+                  <LevelTag level={row.getValue('activityLevelNumber')} />
+                ),
+              },
+            ]}
+            data={participantActivity.map((entry, ix) => ({
+              ...entry,
+              student: t('manage.analytics.studentN', { number: ix + 1 }),
+              activityLevelNumber:
+                entry.activityLevel === 'HIGH'
+                  ? 3
+                  : entry.activityLevel === 'MEDIUM'
+                    ? 2
+                    : 1,
+            }))}
+            csvFilename={`${courseName.replace(' ', '-')}_participant_activity`}
+            className={{
+              tableHeader: 'h-7 p-2',
+              tableCell: 'h-7 p-2',
+            }}
+          />
+        </div>
+      ) : (
+        <UserNotification
+          message={t('manage.analytics.noStudentActivity')}
+          type="info"
         />
-      </div>
+      )}
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx b/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
index daec0e1e02..393a809fb0 100644
--- a/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
+++ b/apps/frontend-manage/src/components/analytics/activity/WeeklyActivityTimeSeries.tsx
@@ -3,7 +3,7 @@ import {
   GetCourseWeeklyActivityDocument,
   ParticipantActivityTimestamp,
 } from '@klicker-uzh/graphql/dist/ops'
-import { H2 } from '@uzh-bf/design-system'
+import { H2, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { Suspense, useState } from 'react'
 import ActivityTimeSeriesPlot from './ActivityTimeSeriesPlot'
@@ -34,50 +34,58 @@ function WeeklyActivityTimeSeries({
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <H2>{t('manage.analytics.weeklyStudentActivity')}</H2>
-      <div className="flex w-full flex-col gap-3 lg:flex-row">
-        <div className="w-full lg:w-3/4">
-          <ActivityTimeSeriesPlot
-            singleCourse={typeof courseComparison === 'undefined'}
-            activityData={
-              typeof courseComparison !== 'undefined' && secondParticipants > 0
-                ? activity.map((item, idx) => ({
-                    date: t('manage.analytics.weekN', { number: idx + 1 }),
-                    activeParticipants:
-                      (item.activeParticipants / courseParticipants) * 100,
-                    activeParticipantsReference:
-                      secondActivity.length > idx
-                        ? (secondActivity[idx].activeParticipants /
-                            secondParticipants) *
-                          100
-                        : undefined,
-                  }))
-                : activity.map((item) => {
-                    const date = new Date(item.date)
-                    return {
-                      date: date
-                        .toLocaleDateString('en-GB', {
-                          day: '2-digit',
-                          month: '2-digit',
-                          year: 'numeric',
-                        })
-                        .replace(/\//g, '-'),
+      {activity.length > 0 ? (
+        <div className="flex w-full flex-col gap-3 lg:flex-row">
+          <div className="w-full lg:w-3/4">
+            <ActivityTimeSeriesPlot
+              singleCourse={typeof courseComparison === 'undefined'}
+              activityData={
+                typeof courseComparison !== 'undefined' &&
+                secondParticipants > 0
+                  ? activity.map((item, idx) => ({
+                      date: t('manage.analytics.weekN', { number: idx + 1 }),
                       activeParticipants:
                         (item.activeParticipants / courseParticipants) * 100,
-                    }
-                  })
-            }
-            currentCourse={courseName}
-            comparisonCourse={courseComparison?.name}
-          />
+                      activeParticipantsReference:
+                        secondActivity.length > idx
+                          ? (secondActivity[idx].activeParticipants /
+                              secondParticipants) *
+                            100
+                          : undefined,
+                    }))
+                  : activity.map((item) => {
+                      const date = new Date(item.date)
+                      return {
+                        date: date
+                          .toLocaleDateString('en-GB', {
+                            day: '2-digit',
+                            month: '2-digit',
+                            year: 'numeric',
+                          })
+                          .replace(/\//g, '-'),
+                        activeParticipants:
+                          (item.activeParticipants / courseParticipants) * 100,
+                      }
+                    })
+              }
+              currentCourse={courseName}
+              comparisonCourse={courseComparison?.name}
+            />
+          </div>
+          <Suspense>
+            <SuspendedCourseComparison
+              courseComparison={courseComparison}
+              setCourseComparison={setCourseComparison}
+              comparisonCourseLoading={loading}
+            />
+          </Suspense>
         </div>
-        <Suspense>
-          <SuspendedCourseComparison
-            courseComparison={courseComparison}
-            setCourseComparison={setCourseComparison}
-            comparisonCourseLoading={loading}
-          />
-        </Suspense>
-      </div>
+      ) : (
+        <UserNotification
+          message={t('manage.analytics.noWeeklyActivityData')}
+          type="info"
+        />
+      )}
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx b/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
index cc93ece18c..3c0b51a35f 100644
--- a/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/ActivityProgressPlot.tsx
@@ -1,5 +1,5 @@
 import { ActivityProgress, ActivityType } from '@klicker-uzh/graphql/dist/ops'
-import { H2, H4 } from '@uzh-bf/design-system'
+import { H2, H4, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import { Legend } from 'recharts'
 import StackedProgress from './StackedProgress'
@@ -51,42 +51,49 @@ function ActivityProgressPlot({
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <H2>{t('manage.analytics.asynchronousActivityProgress')}</H2>
-      <div className="flex flex-col gap-6">
-        {pqProgresses.length > 0 && (
-          <div>
-            <div className="relative flex flex-row">
-              <H4>{t('shared.generic.practiceQuizzes')}</H4>
-              <ProgressLegend />
+      {pqProgresses.length > 0 || mlProgresses.length > 0 ? (
+        <div className="flex flex-col gap-6">
+          {pqProgresses.length > 0 && (
+            <div>
+              <div className="relative flex flex-row">
+                <H4>{t('shared.generic.practiceQuizzes')}</H4>
+                <ProgressLegend />
+              </div>
+              {pqProgresses.map((progress, idx) => (
+                <StackedProgress
+                  key={`activity-progress-pq-${idx}`}
+                  progress={progress}
+                  participants={participants}
+                  colors={chartColors}
+                  showScale={idx === pqProgresses.length - 1}
+                />
+              ))}
             </div>
-            {pqProgresses.map((progress, idx) => (
-              <StackedProgress
-                key={`activity-progress-pq-${idx}`}
-                progress={progress}
-                participants={participants}
-                colors={chartColors}
-                showScale={idx === pqProgresses.length - 1}
-              />
-            ))}
-          </div>
-        )}
-        {mlProgresses.length > 0 && (
-          <div>
-            <div className="relative flex flex-row">
-              <H4>{t('shared.generic.microlearnings')}</H4>
-              <ProgressLegend />
+          )}
+          {mlProgresses.length > 0 && (
+            <div>
+              <div className="relative flex flex-row">
+                <H4>{t('shared.generic.microlearnings')}</H4>
+                <ProgressLegend />
+              </div>
+              {mlProgresses.map((progress, idx) => (
+                <StackedProgress
+                  key={`activity-progress-ml-${idx}`}
+                  progress={progress}
+                  participants={participants}
+                  colors={chartColors}
+                  showScale={idx === mlProgresses.length - 1}
+                />
+              ))}
             </div>
-            {mlProgresses.map((progress, idx) => (
-              <StackedProgress
-                key={`activity-progress-ml-${idx}`}
-                progress={progress}
-                participants={participants}
-                colors={chartColors}
-                showScale={idx === mlProgresses.length - 1}
-              />
-            ))}
-          </div>
-        )}
-      </div>
+          )}
+        </div>
+      ) : (
+        <UserNotification
+          message={t('manage.analytics.noAsynchronousActivityProgressData')}
+          type="info"
+        />
+      )}
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx b/apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx
index bd0c452217..eea64dfc55 100644
--- a/apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/performance/TotalStudentPerformancePlot.tsx
@@ -4,7 +4,7 @@ import {
 } from '@klicker-uzh/graphql/dist/ops'
 import DataTable from '@klicker-uzh/shared-components/src/DataTable'
 import TableSortingButton from '@klicker-uzh/shared-components/src/TableSortingButton'
-import { H2 } from '@uzh-bf/design-system'
+import { H2, UserNotification } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
 import {
   Bar,
@@ -40,152 +40,159 @@ function TotalStudentPerformancePlot({
   return (
     <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
       <H2>{t('manage.analytics.overallStudentPerformance')}</H2>
-      <div className="flex flex-col gap-2">
-        <ResponsiveContainer width="100%" height={300}>
-          <BarChart data={performanceData} margin={{ bottom: 15, top: 20 }}>
-            <XAxis
-              dataKey="errorRate"
-              label={{
-                value: `${t('manage.analytics.errorRate')} [%]`,
-                dy: 18,
-              }}
-            />
-            <YAxis
-              label={{
-                value: t('manage.analytics.numberOfStudents'),
-                angle: -90,
-                dx: -20,
-              }}
-            />
-            <Tooltip
-              formatter={(value) => [
-                `${value}`,
-                t('manage.analytics.numberOfStudents'),
-              ]}
-              labelFormatter={(label) =>
-                `${t('manage.analytics.errorRate')}: ${label} %`
-              }
-              contentStyle={{
-                borderRadius: '8px',
-                padding: '8px',
-              }}
-            />
-            <Bar dataKey="count">
-              {performanceData.map((entry, index) => (
-                <Cell key={`cell-${index}`} fill={entry.color} />
-              ))}
-            </Bar>
-            {performanceData.map(
-              (entry, index) =>
-                (entry.isQ1 ||
-                  entry.isQ3 ||
-                  entry.isMedian ||
-                  entry.isMean) && (
-                  <ReferenceLine
-                    key={`line-${index}`}
-                    x={entry.errorRate}
-                    stroke={
-                      entry.isMean ? 'red' : entry.isMedian ? 'blue' : '#666'
-                    }
-                    label={{
-                      value: entry.isMean
-                        ? t('shared.generic.mean')
-                        : entry.isMedian
-                          ? t('shared.generic.median')
-                          : entry.isQ1
-                            ? 'Q1'
-                            : 'Q3',
-                      position: 'top',
-                      fill: entry.isMean
-                        ? 'red'
-                        : entry.isMedian
-                          ? 'blue'
-                          : '#666',
-                    }}
-                  />
-                )
-            )}
-          </BarChart>
-        </ResponsiveContainer>
-        <DataTable
-          isPaginated
-          isResetSortingEnabled
-          columns={[
-            {
-              accessorKey: 'student',
-              header: t('shared.generic.student'),
-            },
-            {
-              accessorKey: 'totalErrorRate',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.totalErrorRate')}
-                  />
-                )
+      {participantPerformance.length > 0 ? (
+        <div className="flex flex-col gap-2">
+          <ResponsiveContainer width="100%" height={300}>
+            <BarChart data={performanceData} margin={{ bottom: 15, top: 20 }}>
+              <XAxis
+                dataKey="errorRate"
+                label={{
+                  value: `${t('manage.analytics.errorRate')} [%]`,
+                  dy: 18,
+                }}
+              />
+              <YAxis
+                label={{
+                  value: t('manage.analytics.numberOfStudents'),
+                  angle: -90,
+                  dx: -20,
+                }}
+              />
+              <Tooltip
+                formatter={(value) => [
+                  `${value}`,
+                  t('manage.analytics.numberOfStudents'),
+                ]}
+                labelFormatter={(label) =>
+                  `${t('manage.analytics.errorRate')}: ${label} %`
+                }
+                contentStyle={{
+                  borderRadius: '8px',
+                  padding: '8px',
+                }}
+              />
+              <Bar dataKey="count">
+                {performanceData.map((entry, index) => (
+                  <Cell key={`cell-${index}`} fill={entry.color} />
+                ))}
+              </Bar>
+              {performanceData.map(
+                (entry, index) =>
+                  (entry.isQ1 ||
+                    entry.isQ3 ||
+                    entry.isMedian ||
+                    entry.isMean) && (
+                    <ReferenceLine
+                      key={`line-${index}`}
+                      x={entry.errorRate}
+                      stroke={
+                        entry.isMean ? 'red' : entry.isMedian ? 'blue' : '#666'
+                      }
+                      label={{
+                        value: entry.isMean
+                          ? t('shared.generic.mean')
+                          : entry.isMedian
+                            ? t('shared.generic.median')
+                            : entry.isQ1
+                              ? 'Q1'
+                              : 'Q3',
+                        position: 'top',
+                        fill: entry.isMean
+                          ? 'red'
+                          : entry.isMedian
+                            ? 'blue'
+                            : '#666',
+                      }}
+                    />
+                  )
+              )}
+            </BarChart>
+          </ResponsiveContainer>
+          <DataTable
+            isPaginated
+            isResetSortingEnabled
+            columns={[
+              {
+                accessorKey: 'student',
+                header: t('shared.generic.student'),
               },
-              cell: ({ row }: any) =>
-                `${Math.round(parseFloat(row.getValue('totalErrorRate')) * 100)} %`,
-            },
-            {
-              accessorKey: 'firstErrorRate',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.firstAttempt')}
-                  />
-                )
+              {
+                accessorKey: 'totalErrorRate',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.totalErrorRate')}
+                    />
+                  )
+                },
+                cell: ({ row }: any) =>
+                  `${Math.round(parseFloat(row.getValue('totalErrorRate')) * 100)} %`,
               },
-              cell: ({ row }: any) =>
-                `${Math.round(parseFloat(row.getValue('firstErrorRate')) * 100)} %`,
-            },
-            {
-              accessorKey: 'lastErrorRate',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.lastAttempt')}
-                  />
-                )
+              {
+                accessorKey: 'firstErrorRate',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.firstAttempt')}
+                    />
+                  )
+                },
+                cell: ({ row }: any) =>
+                  `${Math.round(parseFloat(row.getValue('firstErrorRate')) * 100)} %`,
               },
-              cell: ({ row }: any) =>
-                `${Math.round(parseFloat(row.getValue('lastErrorRate')) * 100)} %`,
-            },
-            {
-              accessorKey: 'performanceLevelNumber',
-              header: ({ column }: any) => {
-                return (
-                  <TableSortingButton
-                    column={column}
-                    title={t('manage.analytics.performanceLevel')}
-                  />
-                )
+              {
+                accessorKey: 'lastErrorRate',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.lastAttempt')}
+                    />
+                  )
+                },
+                cell: ({ row }: any) =>
+                  `${Math.round(parseFloat(row.getValue('lastErrorRate')) * 100)} %`,
               },
-              cell: ({ row }: any) => (
-                <LevelTag level={row.getValue('performanceLevelNumber')} />
-              ),
-            },
-          ]}
-          data={participantPerformance.map((entry, ix) => ({
-            ...entry,
-            student: t('manage.analytics.studentN', { number: ix + 1 }),
-            performanceLevelNumber:
-              entry.totalPerformance === PerformanceLevel.High
-                ? 3
-                : entry.totalPerformance === PerformanceLevel.Medium
-                  ? 2
-                  : 1,
-          }))}
-          csvFilename={`${courseName.replace(' ', '-')}_participant_performance`}
-          className={{
-            tableHeader: 'h-7 p-2',
-            tableCell: 'h-7 p-2',
-          }}
+              {
+                accessorKey: 'performanceLevelNumber',
+                header: ({ column }: any) => {
+                  return (
+                    <TableSortingButton
+                      column={column}
+                      title={t('manage.analytics.performanceLevel')}
+                    />
+                  )
+                },
+                cell: ({ row }: any) => (
+                  <LevelTag level={row.getValue('performanceLevelNumber')} />
+                ),
+              },
+            ]}
+            data={participantPerformance.map((entry, ix) => ({
+              ...entry,
+              student: t('manage.analytics.studentN', { number: ix + 1 }),
+              performanceLevelNumber:
+                entry.totalPerformance === PerformanceLevel.High
+                  ? 3
+                  : entry.totalPerformance === PerformanceLevel.Medium
+                    ? 2
+                    : 1,
+            }))}
+            csvFilename={`${courseName.replace(' ', '-')}_participant_performance`}
+            className={{
+              tableHeader: 'h-7 p-2',
+              tableCell: 'h-7 p-2',
+            }}
+          />
+        </div>
+      ) : (
+        <UserNotification
+          type="info"
+          message={t('manage.analytics.noStudentPerformanceData')}
         />
-      </div>
+      )}
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
index 86117c353b..730d2840dd 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
@@ -50,6 +50,8 @@ function ActivityDashboard() {
     )
   }
 
+  console.log(course)
+
   return (
     <Layout displayName={t('manage.analytics.activityDashboard')}>
       {navigation}
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
index 38baa81f06..42c46ccf48 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
@@ -127,6 +127,7 @@ function ActivityDashboard() {
               <UserNotification
                 type="info"
                 message={t('manage.analytics.noPracticeQuizzes')}
+                className={{ root: 'w-full' }}
               />
             ) : (
               <div className="grid w-full grid-cols-1 gap-2 lg:grid-cols-2 xl:grid-cols-3">
@@ -153,6 +154,7 @@ function ActivityDashboard() {
               <UserNotification
                 type="info"
                 message={t('manage.analytics.noMicroLearnings')}
+                className={{ root: 'w-full' }}
               />
             ) : (
               <div className="grid w-full grid-cols-1 gap-2 lg:grid-cols-2 xl:grid-cols-3">
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index 228348b16d..f7fd61599e 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -472,11 +472,24 @@ export async function getCoursePerformanceAnalytics(
     },
   })
 
+  if (!course) {
+    return null
+  }
+
   if (
-    !course ||
-    (course.practiceQuizzes.length === 0 && course.microLearnings.length === 0)
+    course.practiceQuizzes.length === 0 &&
+    course.microLearnings.length === 0
   ) {
-    return null
+    return {
+      name: course.name,
+      totalParticipants: course._count.participations,
+      activityProgresses: [],
+      activityPerformances: [],
+      instancePerformances: [],
+      participantPerformances: course.participantPerformances,
+      instanceFeedbacks: [],
+      activityFeedbacks: [],
+    }
   }
 
   // map the metrics for all activities in the course to the desired performance and progress values
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 55a8982c75..765bdbf4f0 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1921,6 +1921,18 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       averageTimeSpentInstance:
         'Durchschnittliche Bearbeitungszeit: <b>{min}:{sec} min</b>',
       studentFeedback: 'Studierenden-Feedback (N = {numOfVotes})',
+      noWeeklyActivityData:
+        'Bisher sind keine wöchentlichen Aktivitätsdaten für diesen Kurs verfügbar.',
+      noDailyActivityData:
+        'Bisher sind keine täglichen Aktivitätsdaten für diesen Kurs verfügbar.',
+      noActivityDistributionData:
+        'Bisher sind keine Aktivitätsverteilungsdaten für diesen Kurs verfügbar.',
+      noStudentActivity:
+        'Bisher wurde keine Studierendenaktivität für diesen Kurs berechnet.',
+      noAsynchronousActivityProgressData:
+        'Bisher sind keine Daten zum Fortschritt in asynchronen Aktivitäten für diesen Kurs verfügbar.',
+      noStudentPerformanceData:
+        'Bisher sind keine Daten zur Studierendenleistung für diesen Kurs verfügbar.',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index 4bc3afecc1..bf67da5e16 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1906,6 +1906,18 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       numberOfStudentsN: 'Number of Students: <b>{number}</b>',
       averageTimeSpentInstance: 'Average Time Spent: <b>{min}:{sec} min</b>',
       studentFeedback: 'Student Feedback (N = {numOfVotes})',
+      noWeeklyActivityData:
+        'Until now, no weekly activity data is available for this course.',
+      noDailyActivityData:
+        'Until now, no daily activity data is available for this course.',
+      noActivityDistributionData:
+        'No activity distribution data is available for this course yet.',
+      noStudentActivity:
+        'No student activity has been calculated for this course yet.',
+      noAsynchronousActivityProgressData:
+        'No asynchronous activity progress data is available for this course yet.',
+      noStudentPerformanceData:
+        'No student performance data is available for this course yet.',
     },
   },
   control: {

From c8e79fca7a33649e2d48bf80bb36b02db4221dd2 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Sun, 22 Dec 2024 19:47:53 +0100
Subject: [PATCH 30/38] enhance(apps/frontend-manage): add links from and to
 learning analytics pages behind feature flag (#4408)

---
 .../quiz/CircularPerformancePlot.tsx          |  6 +-
 .../src/components/common/Header.tsx          | 16 ++++--
 .../courses/CourseOverviewHeader.tsx          | 27 +++++++--
 .../courses/MicroLearningElement.tsx          | 19 ++++++-
 .../courses/PracticeQuizElement.tsx           | 19 ++++++-
 .../courses/actions/ActivityAnalyticsLink.tsx | 30 ++++++++++
 .../evaluation/ActivityEvaluation.tsx         |  6 ++
 .../navigation/EvaluationNavigation.tsx       | 57 +++++++++++++++----
 .../analytics/[courseId]/quizzes/[id].tsx     | 24 +++++++-
 .../pages/microLearning/[id]/evaluation.tsx   |  3 +
 .../pages/practiceQuiz/[id]/evaluation.tsx    |  3 +
 .../src/pages/quizzes/[id]/evaluation.tsx     |  1 +
 .../ops/QCheckFeaturePreviewAvailable.graphql |  3 +
 .../ops/QGetMicroLearningEvaluation.graphql   |  1 +
 .../ops/QGetPracticeQuizEvaluation.graphql    |  1 +
 .../src/graphql/ops/QUserProfile.graphql      |  1 +
 packages/graphql/src/ops.schema.json          | 44 ++++++++++++++
 packages/graphql/src/ops.ts                   | 21 +++++--
 packages/graphql/src/public/client.json       |  7 ++-
 packages/graphql/src/public/schema.graphql    |  3 +
 packages/graphql/src/public/server.json       |  7 ++-
 packages/graphql/src/schema/evaluation.ts     |  2 +
 packages/graphql/src/schema/query.ts          |  8 +++
 packages/graphql/src/schema/user.ts           |  2 +
 packages/graphql/src/services/accounts.ts     |  8 +++
 .../graphql/src/services/microLearning.ts     |  1 +
 .../graphql/src/services/practiceQuizzes.ts   |  1 +
 packages/i18n/messages/de.ts                  |  2 +
 packages/i18n/messages/en.ts                  |  2 +
 .../migration.sql                             |  2 +
 packages/prisma/src/prisma/schema/user.prisma |  2 +
 31 files changed, 284 insertions(+), 45 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/courses/actions/ActivityAnalyticsLink.tsx
 create mode 100644 packages/graphql/src/graphql/ops/QCheckFeaturePreviewAvailable.graphql
 create mode 100644 packages/prisma/src/prisma/migrations/20241222155228_user_feature_flag/migration.sql

diff --git a/apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx b/apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx
index 081d4be056..45f6c92307 100644
--- a/apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx
+++ b/apps/frontend-manage/src/components/analytics/quiz/CircularPerformancePlot.tsx
@@ -25,7 +25,7 @@ function CircularPerformancePlot({
       <H3 className={{ root: 'mt-4' }}>{title}</H3>
       <div className="h-full w-full">
         <ResponsiveContainer width="100%" height="100%">
-          <PieChart margin={{ top: -10, right: 0, bottom: 0, left: 0 }}>
+          <PieChart margin={{ top: -10, right: 15, bottom: 0, left: 15 }}>
             <Pie
               data={data}
               cx="50%"
@@ -43,7 +43,7 @@ function CircularPerformancePlot({
                 return <Cell key={`cell-${index}`} fill={colorValues[index]} />
               })}
             </Pie>
-            {activeIndex !== undefined && (
+            {/* {activeIndex !== undefined && (
               <text
                 x="50%"
                 y="48%"
@@ -53,7 +53,7 @@ function CircularPerformancePlot({
               >
                 {data[activeIndex].name}
               </text>
-            )}
+            )} */}
           </PieChart>
         </ResponsiveContainer>
       </div>
diff --git a/apps/frontend-manage/src/components/common/Header.tsx b/apps/frontend-manage/src/components/common/Header.tsx
index d8769fa98e..5886d3d5ed 100644
--- a/apps/frontend-manage/src/components/common/Header.tsx
+++ b/apps/frontend-manage/src/components/common/Header.tsx
@@ -47,12 +47,16 @@ function Header({ user }: HeaderProps): React.ReactElement {
       active: router.pathname == '/courses',
       cy: 'courses',
     },
-    {
-      href: '/analytics',
-      label: t('manage.general.analytics'),
-      active: router.pathname == '/analytics',
-      cy: 'analytics',
-    },
+    ...(user?.featurePreview
+      ? [
+          {
+            href: '/analytics',
+            label: t('manage.general.analytics'),
+            active: router.pathname == '/analytics',
+            cy: 'analytics',
+          },
+        ]
+      : []),
   ]
 
   return (
diff --git a/apps/frontend-manage/src/components/courses/CourseOverviewHeader.tsx b/apps/frontend-manage/src/components/courses/CourseOverviewHeader.tsx
index 6f93476247..b7790f7d63 100644
--- a/apps/frontend-manage/src/components/courses/CourseOverviewHeader.tsx
+++ b/apps/frontend-manage/src/components/courses/CourseOverviewHeader.tsx
@@ -1,6 +1,6 @@
 import { useMutation, useQuery } from '@apollo/client'
 import { faHandPointer } from '@fortawesome/free-regular-svg-icons'
-import { faPencil } from '@fortawesome/free-solid-svg-icons'
+import { faChartPie, faPencil } from '@fortawesome/free-solid-svg-icons'
 import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
 import {
   Course,
@@ -11,6 +11,7 @@ import {
 import { Button, Dropdown, H1, Toast } from '@uzh-bf/design-system'
 import dayjs from 'dayjs'
 import { useTranslations } from 'next-intl'
+import { useRouter } from 'next/router'
 import { useState } from 'react'
 import CourseQRModal from '../liveQuiz/cockpit/CourseQRModal'
 import { getLTIAccessLink } from './PracticeQuizElement'
@@ -41,14 +42,16 @@ function CourseOverviewHeader({
   latestEndDate,
 }: CourseOverviewHeaderProps) {
   const t = useTranslations()
-  const [courseSettingsModal, setCourseSettingsModal] = useState(false)
-  const [updateCourseSettings] = useMutation(UpdateCourseSettingsDocument)
+  const router = useRouter()
 
+  const [courseSettingsModal, setCourseSettingsModal] = useState(false)
   const [copyToast, setCopyToast] = useState(false)
 
+  const [updateCourseSettings] = useMutation(UpdateCourseSettingsDocument)
   const { data: dataUser } = useQuery(UserProfileDocument, {
     fetchPolicy: 'cache-only',
   })
+  const user = dataUser?.userProfile
 
   return (
     <div className="flex flex-row flex-wrap items-center justify-between">
@@ -82,7 +85,21 @@ function CourseOverviewHeader({
           dataModal={{ cy: 'course-join-modal' }}
           dataCloseButton={{ cy: 'course-join-modal-close' }}
         />
-        {dataUser?.userProfile?.catalyst && (
+        {user?.featurePreview ? (
+          <Button
+            onClick={() => {
+              window.open(`/analytics/${course.id}/activity`, '_blank')
+            }}
+            className={{ root: 'bg-primary-80 gap-3 text-white' }}
+            data={{ cy: 'course-learning-analytics-link' }}
+          >
+            <Button.Icon>
+              <FontAwesomeIcon icon={faChartPie} />
+            </Button.Icon>
+            <Button.Label>{t('manage.course.learningAnalytics')}</Button.Label>
+          </Button>
+        ) : null}
+        {user?.catalyst && (
           <Dropdown
             data={{ cy: `course-actions-${name}` }}
             className={{
@@ -92,7 +109,7 @@ function CourseOverviewHeader({
             }}
             trigger={t('manage.course.otherActions')}
             items={[
-              dataUser?.userProfile?.catalyst
+              user?.catalyst
                 ? [
                     getLTIAccessLink({
                       href: `${process.env.NEXT_PUBLIC_PWA_URL}/course/${course.id}`,
diff --git a/apps/frontend-manage/src/components/courses/MicroLearningElement.tsx b/apps/frontend-manage/src/components/courses/MicroLearningElement.tsx
index 9d84cdc504..19d782ec72 100644
--- a/apps/frontend-manage/src/components/courses/MicroLearningElement.tsx
+++ b/apps/frontend-manage/src/components/courses/MicroLearningElement.tsx
@@ -32,6 +32,7 @@ import { WizardMode } from '../activities/ElementCreation'
 import CopyConfirmationToast from '../toasts/CopyConfirmationToast'
 import { getAccessLink, getLTIAccessLink } from './PracticeQuizElement'
 import StatusTag from './StatusTag'
+import ActivityAnalyticsLink from './actions/ActivityAnalyticsLink'
 import MicroLearningAccessLink from './actions/MicroLearningAccessLink'
 import MicroLearningEvaluationLink from './actions/MicroLearningEvaluationLink'
 import MicroLearningPreviewLink from './actions/MicroLearningPreviewLink'
@@ -68,6 +69,7 @@ function MicroLearningElement({
   const { data: dataUser } = useQuery(UserProfileDocument, {
     fetchPolicy: 'cache-only',
   })
+  const user = dataUser?.userProfile
 
   const href = `${process.env.NEXT_PUBLIC_PWA_URL}/course/${courseId}/microlearning/${microLearning.id}/`
   const evaluationHref = `/microLearning/${microLearning.id}/evaluation`
@@ -176,7 +178,7 @@ function MicroLearningElement({
                     t,
                     name: microLearning.name,
                   }),
-                  dataUser?.userProfile?.catalyst
+                  user?.catalyst
                     ? getLTIAccessLink({
                         href,
                         setCopyToast,
@@ -240,7 +242,7 @@ function MicroLearningElement({
                 }}
                 trigger={t('manage.course.otherActions')}
                 items={[
-                  dataUser?.userProfile?.catalyst
+                  user?.catalyst
                     ? getLTIAccessLink({
                         href,
                         setCopyToast,
@@ -299,7 +301,7 @@ function MicroLearningElement({
                 }}
                 trigger={t('manage.course.otherActions')}
                 items={[
-                  dataUser?.userProfile?.catalyst
+                  user?.catalyst
                     ? getLTIAccessLink({
                         href,
                         setCopyToast,
@@ -397,6 +399,17 @@ function MicroLearningElement({
                         },
                       ]
                     : []),
+                  user?.featurePreview
+                    ? {
+                        label: (
+                          <ActivityAnalyticsLink
+                            courseId={courseId}
+                            activityId={microLearning.id}
+                          />
+                        ),
+                        onClick: () => null,
+                      }
+                    : [],
                   deletionElement,
                 ].flat()}
                 triggerIcon={faHandPointer}
diff --git a/apps/frontend-manage/src/components/courses/PracticeQuizElement.tsx b/apps/frontend-manage/src/components/courses/PracticeQuizElement.tsx
index 654602278c..7d5feaa5fe 100644
--- a/apps/frontend-manage/src/components/courses/PracticeQuizElement.tsx
+++ b/apps/frontend-manage/src/components/courses/PracticeQuizElement.tsx
@@ -29,6 +29,7 @@ import React, { useState } from 'react'
 import { WizardMode } from '../activities/ElementCreation'
 import CopyConfirmationToast from '../toasts/CopyConfirmationToast'
 import StatusTag from './StatusTag'
+import ActivityAnalyticsLink from './actions/ActivityAnalyticsLink'
 import PracticeQuizAccessLink from './actions/PracticeQuizAccessLink'
 import PracticeQuizEvaluationLink from './actions/PracticeQuizEvaluationLink'
 import PracticeQuizPreviewLink from './actions/PracticeQuizPreviewLink'
@@ -127,6 +128,7 @@ function PracticeQuizElement({
   const { data: dataUser } = useQuery(UserProfileDocument, {
     fetchPolicy: 'cache-only',
   })
+  const user = dataUser?.userProfile
 
   const [unpublishPracticeQuiz] = useMutation(UnpublishPracticeQuizDocument, {
     variables: { id: practiceQuiz.id! },
@@ -231,7 +233,7 @@ function PracticeQuizElement({
                     t,
                     name: practiceQuiz.name,
                   }),
-                  dataUser?.userProfile?.catalyst
+                  user?.catalyst
                     ? getLTIAccessLink({
                         href,
                         setCopyToast,
@@ -292,7 +294,7 @@ function PracticeQuizElement({
                 }}
                 trigger={t('manage.course.otherActions')}
                 items={[
-                  dataUser?.userProfile?.catalyst
+                  user?.catalyst
                     ? getLTIAccessLink({
                         href,
                         setCopyToast,
@@ -349,7 +351,7 @@ function PracticeQuizElement({
                 }}
                 trigger={t('manage.course.otherActions')}
                 items={[
-                  dataUser?.userProfile?.catalyst
+                  user?.catalyst
                     ? getLTIAccessLink({
                         href,
                         setCopyToast,
@@ -384,6 +386,17 @@ function PracticeQuizElement({
                       cy: `duplicate-practice-quiz-${practiceQuiz.name}`,
                     },
                   }),
+                  user?.featurePreview
+                    ? {
+                        label: (
+                          <ActivityAnalyticsLink
+                            courseId={courseId}
+                            activityId={practiceQuiz.id}
+                          />
+                        ),
+                        onClick: () => null,
+                      }
+                    : [],
                   deletionItem,
                 ].flat()}
                 triggerIcon={faHandPointer}
diff --git a/apps/frontend-manage/src/components/courses/actions/ActivityAnalyticsLink.tsx b/apps/frontend-manage/src/components/courses/actions/ActivityAnalyticsLink.tsx
new file mode 100644
index 0000000000..638dd48f13
--- /dev/null
+++ b/apps/frontend-manage/src/components/courses/actions/ActivityAnalyticsLink.tsx
@@ -0,0 +1,30 @@
+import { faChartPie } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import { useTranslations } from 'next-intl'
+import Link from 'next/link'
+
+interface ActivityAnalyticsLinkProps {
+  courseId: string
+  activityId: string
+}
+
+function ActivityAnalyticsLink({
+  courseId,
+  activityId,
+}: ActivityAnalyticsLinkProps) {
+  const t = useTranslations()
+
+  return (
+    <Link
+      href={`/analytics/${courseId}/quizzes/${activityId}`}
+      target="_blank"
+      className="text-primary-100 flex flex-row items-center gap-1"
+      data-cy={`open-analytics-async-activity`}
+    >
+      <FontAwesomeIcon icon={faChartPie} size="sm" className="w-4" />
+      <div>{t('manage.courseList.activityAnalytics')}</div>
+    </Link>
+  )
+}
+
+export default ActivityAnalyticsLink
diff --git a/apps/frontend-manage/src/components/evaluation/ActivityEvaluation.tsx b/apps/frontend-manage/src/components/evaluation/ActivityEvaluation.tsx
index ca69442af8..e5b3d5652e 100644
--- a/apps/frontend-manage/src/components/evaluation/ActivityEvaluation.tsx
+++ b/apps/frontend-manage/src/components/evaluation/ActivityEvaluation.tsx
@@ -30,6 +30,8 @@ export type ActivityEvaluationType = 'LiveQuiz' | 'Asynchronous'
 export type ActiveStackType = number | 'feedbacks' | 'confusion' | 'leaderboard'
 
 interface ActivityEvaluationProps {
+  courseId?: string | null
+  activityId: string
   activityName: string
   stacks: StackEvaluation[]
   feedbacks?: Feedback[] | null
@@ -39,6 +41,8 @@ interface ActivityEvaluationProps {
 }
 
 function ActivityEvaluation({
+  courseId,
+  activityId,
   activityName,
   stacks,
   feedbacks,
@@ -92,6 +96,8 @@ function ActivityEvaluation({
       {router.query.hideControls !== 'true' && (
         <div className="z-20 h-11 flex-none">
           <EvaluationNavigation
+            courseId={courseId ?? ''}
+            activityId={activityId}
             stacks={stacks}
             stackInstanceMap={stackInstanceMap}
             activeStack={activeStack}
diff --git a/apps/frontend-manage/src/components/evaluation/navigation/EvaluationNavigation.tsx b/apps/frontend-manage/src/components/evaluation/navigation/EvaluationNavigation.tsx
index 8affe01413..07f3607132 100644
--- a/apps/frontend-manage/src/components/evaluation/navigation/EvaluationNavigation.tsx
+++ b/apps/frontend-manage/src/components/evaluation/navigation/EvaluationNavigation.tsx
@@ -1,4 +1,12 @@
-import { StackEvaluation } from '@klicker-uzh/graphql/dist/ops'
+import { useQuery } from '@apollo/client'
+import { faPieChart } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import {
+  CheckFeaturePreviewAvailableDocument,
+  StackEvaluation,
+} from '@klicker-uzh/graphql/dist/ops'
+import { Button } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
 import { ActiveStackType, ActivityEvaluationType } from '../ActivityEvaluation'
 import useInstanceArrowNavigation from '../hooks/useInstanceArrowNavigation'
 import useStackInstanceUpdates from '../hooks/useStackInstanceUpdates'
@@ -6,6 +14,8 @@ import InstanceNavigation from './InstanceNavigation'
 import StackNavigation from './StackNavigation'
 
 interface EvaluationNavigationProps {
+  courseId: string
+  activityId: string
   stacks: StackEvaluation[]
   stackInstanceMap: Record<number, { label: string; value: number }[]>
   activeStack: ActiveStackType
@@ -19,6 +29,8 @@ interface EvaluationNavigationProps {
 }
 
 function EvaluationNavigation({
+  courseId,
+  activityId,
   stacks,
   stackInstanceMap,
   activeStack,
@@ -30,6 +42,10 @@ function EvaluationNavigation({
   leaderboardAvailable,
   feedbacksAvailable,
 }: EvaluationNavigationProps) {
+  const t = useTranslations()
+
+  const { data, loading } = useQuery(CheckFeaturePreviewAvailableDocument)
+
   // automatically switch the active stack based on the active instance
   useStackInstanceUpdates({
     activeInstance,
@@ -57,16 +73,35 @@ function EvaluationNavigation({
       ) : (
         <div />
       )}
-      <StackNavigation
-        stacks={stacks}
-        activeStack={activeStack}
-        setActiveStack={setActiveStack}
-        stackInstanceMap={stackInstanceMap}
-        setActiveInstance={setActiveInstance}
-        type={type}
-        leaderboardAvailable={leaderboardAvailable}
-        feedbacksAvailable={feedbacksAvailable}
-      />
+      <div className="flex flex-row items-center gap-4">
+        {!loading &&
+        data?.checkFeaturePreviewAvailable &&
+        type === 'Asynchronous' ? (
+          <Button
+            className={{ root: 'flex h-8 flex-row gap-2' }}
+            onClick={() =>
+              window.open(
+                `/analytics/${courseId}/quizzes/${activityId}`,
+                '_blank'
+              )
+            }
+            data={{ cy: 'quiz-analytics' }}
+          >
+            <FontAwesomeIcon icon={faPieChart} />
+            <div>{t('manage.analytics.quizAnalytics')}</div>
+          </Button>
+        ) : null}
+        <StackNavigation
+          stacks={stacks}
+          activeStack={activeStack}
+          setActiveStack={setActiveStack}
+          stackInstanceMap={stackInstanceMap}
+          setActiveInstance={setActiveInstance}
+          type={type}
+          leaderboardAvailable={leaderboardAvailable}
+          feedbacksAvailable={feedbacksAvailable}
+        />
+      </div>
     </div>
   )
 }
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
index baf90432db..0d571ffc44 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
@@ -1,6 +1,11 @@
 import { useQuery } from '@apollo/client'
-import { GetActivityAnalyticsDocument } from '@klicker-uzh/graphql/dist/ops'
-import { H1 } from '@uzh-bf/design-system'
+import { faChartSimple } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import {
+  ActivityType,
+  GetActivityAnalyticsDocument,
+} from '@klicker-uzh/graphql/dist/ops'
+import { Button, H1 } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
@@ -61,6 +66,21 @@ function QuizAnalytics() {
           <H1 className={{ root: 'mb-0' }}>
             {t('manage.analytics.quizAnalytics')}: {analytics.activityName}
           </H1>
+          <Button
+            className={{ root: 'flex h-8 flex-row gap-3' }}
+            onClick={() =>
+              window.open(
+                analytics.activityType === ActivityType.PracticeQuiz
+                  ? `/practiceQuiz/${activityId}/evaluation`
+                  : `/microLearning/${activityId}/evaluation`,
+                '_blank'
+              )
+            }
+            data={{ cy: 'activity-evaluation-link' }}
+          >
+            <FontAwesomeIcon icon={faChartSimple} />
+            <div>{t('shared.generic.evaluation')}</div>
+          </Button>
         </div>
         <ActivityAnalyticsCharts
           activityName={analytics.activityName}
diff --git a/apps/frontend-manage/src/pages/microLearning/[id]/evaluation.tsx b/apps/frontend-manage/src/pages/microLearning/[id]/evaluation.tsx
index d753d3f27b..bfc3466ed7 100644
--- a/apps/frontend-manage/src/pages/microLearning/[id]/evaluation.tsx
+++ b/apps/frontend-manage/src/pages/microLearning/[id]/evaluation.tsx
@@ -35,8 +35,11 @@ function MicroLearningEvaluation() {
   }
 
   const evaluation = data?.getMicroLearningEvaluation
+
   return (
     <ActivityEvaluation
+      courseId={evaluation?.courseId}
+      activityId={router.query.id as string}
       activityName={evaluation?.displayName ?? ''}
       stacks={evaluation?.results ?? []}
     />
diff --git a/apps/frontend-manage/src/pages/practiceQuiz/[id]/evaluation.tsx b/apps/frontend-manage/src/pages/practiceQuiz/[id]/evaluation.tsx
index 0fe5067571..006f68f2e8 100644
--- a/apps/frontend-manage/src/pages/practiceQuiz/[id]/evaluation.tsx
+++ b/apps/frontend-manage/src/pages/practiceQuiz/[id]/evaluation.tsx
@@ -32,8 +32,11 @@ function PracticeQuizEvaluation() {
   }
 
   const evaluation = data?.getPracticeQuizEvaluation
+
   return (
     <ActivityEvaluation
+      courseId={evaluation?.courseId}
+      activityId={router.query.id as string}
       activityName={evaluation?.displayName ?? ''}
       stacks={evaluation?.results ?? []}
     />
diff --git a/apps/frontend-manage/src/pages/quizzes/[id]/evaluation.tsx b/apps/frontend-manage/src/pages/quizzes/[id]/evaluation.tsx
index 86afd532d1..fff427aabf 100644
--- a/apps/frontend-manage/src/pages/quizzes/[id]/evaluation.tsx
+++ b/apps/frontend-manage/src/pages/quizzes/[id]/evaluation.tsx
@@ -56,6 +56,7 @@ function Evaluation() {
 
   return (
     <ActivityEvaluation
+      activityId={router.query.id as string}
       activityName={evaluation?.displayName ?? ''}
       stacks={evaluation?.results ?? []}
       feedbacks={evaluation?.feedbacks}
diff --git a/packages/graphql/src/graphql/ops/QCheckFeaturePreviewAvailable.graphql b/packages/graphql/src/graphql/ops/QCheckFeaturePreviewAvailable.graphql
new file mode 100644
index 0000000000..5073b67ebd
--- /dev/null
+++ b/packages/graphql/src/graphql/ops/QCheckFeaturePreviewAvailable.graphql
@@ -0,0 +1,3 @@
+query CheckFeaturePreviewAvailable {
+  checkFeaturePreviewAvailable
+}
diff --git a/packages/graphql/src/graphql/ops/QGetMicroLearningEvaluation.graphql b/packages/graphql/src/graphql/ops/QGetMicroLearningEvaluation.graphql
index e9b7a716d9..8a8d9deea8 100644
--- a/packages/graphql/src/graphql/ops/QGetMicroLearningEvaluation.graphql
+++ b/packages/graphql/src/graphql/ops/QGetMicroLearningEvaluation.graphql
@@ -4,6 +4,7 @@ query GetMicroLearningEvaluation($id: String!) {
     name
     displayName
     description
+    courseId
 
     ...EvaluationResults
   }
diff --git a/packages/graphql/src/graphql/ops/QGetPracticeQuizEvaluation.graphql b/packages/graphql/src/graphql/ops/QGetPracticeQuizEvaluation.graphql
index a607308464..35a75d35e7 100644
--- a/packages/graphql/src/graphql/ops/QGetPracticeQuizEvaluation.graphql
+++ b/packages/graphql/src/graphql/ops/QGetPracticeQuizEvaluation.graphql
@@ -4,6 +4,7 @@ query GetPracticeQuizEvaluation($id: String!) {
     name
     displayName
     description
+    courseId
 
     ...EvaluationResults
   }
diff --git a/packages/graphql/src/graphql/ops/QUserProfile.graphql b/packages/graphql/src/graphql/ops/QUserProfile.graphql
index 70a041ca0e..fc20901a06 100644
--- a/packages/graphql/src/graphql/ops/QUserProfile.graphql
+++ b/packages/graphql/src/graphql/ops/QUserProfile.graphql
@@ -8,5 +8,6 @@ query UserProfile {
     firstLogin
     catalyst
     catalystTier
+    featurePreview
   }
 }
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 3f1350df98..78c5c918c9 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -140,6 +140,18 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "courseId",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "String",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "description",
             "description": null,
@@ -19819,6 +19831,22 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "checkFeaturePreviewAvailable",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Boolean",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "checkParticipantNameAvailable",
             "description": null,
@@ -23420,6 +23448,22 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "featurePreview",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Boolean",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "firstLogin",
             "description": null,
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index 2a8f15c871..eab5ea026b 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -38,6 +38,7 @@ export type Achievement = {
 export type ActivityEvaluation = {
   __typename?: 'ActivityEvaluation';
   confusionFeedbacks?: Maybe<Array<ConfusionTimestep>>;
+  courseId?: Maybe<Scalars['String']['output']>;
   description?: Maybe<Scalars['String']['output']>;
   displayName?: Maybe<Scalars['String']['output']>;
   feedbacks?: Maybe<Array<Feedback>>;
@@ -2138,6 +2139,7 @@ export type Query = {
   __typename?: 'Query';
   artificialInstance?: Maybe<ElementInstance>;
   basicCourseInformation?: Maybe<StudentCourse>;
+  checkFeaturePreviewAvailable: Scalars['Boolean']['output'];
   checkParticipantNameAvailable: Scalars['Boolean']['output'];
   checkShortnameAvailable: Scalars['Boolean']['output'];
   checkValidCoursePin?: Maybe<Scalars['String']['output']>;
@@ -2687,6 +2689,7 @@ export type User = {
   catalyst: Scalars['Boolean']['output'];
   catalystTier?: Maybe<Scalars['String']['output']>;
   email: Scalars['String']['output'];
+  featurePreview: Scalars['Boolean']['output'];
   firstLogin: Scalars['Boolean']['output'];
   id: Scalars['ID']['output'];
   locale: LocaleType;
@@ -3639,6 +3642,11 @@ export type PublishScheduledActivitiesMutationVariables = Exact<{ [key: string]:
 
 export type PublishScheduledActivitiesMutation = { __typename?: 'Mutation', publishScheduledActivities: boolean };
 
+export type CheckFeaturePreviewAvailableQueryVariables = Exact<{ [key: string]: never; }>;
+
+
+export type CheckFeaturePreviewAvailableQuery = { __typename?: 'Query', checkFeaturePreviewAvailable: boolean };
+
 export type CheckParticipantNameAvailableQueryVariables = Exact<{
   username: Scalars['String']['input'];
 }>;
@@ -3879,7 +3887,7 @@ export type GetMicroLearningEvaluationQueryVariables = Exact<{
 }>;
 
 
-export type GetMicroLearningEvaluationQuery = { __typename?: 'Query', getMicroLearningEvaluation?: { __typename?: 'ActivityEvaluation', id: string, name: string, displayName?: string | null, description?: string | null, results: Array<{ __typename?: 'StackEvaluation', stackId: number, stackName?: string | null, stackDescription?: string | null, stackOrder: number, instances: Array<{ __typename: 'ChoicesElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ChoicesElementResults', totalAnswers: number, anonymousAnswers: number, choices: Array<{ __typename?: 'ChoiceElementResults', value: string, count: number, correct?: boolean | null, feedback?: string | null }> } } | { __typename: 'ContentElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ContentElementResults', totalAnswers: number, anonymousAnswers: number } } | { __typename: 'FlashcardElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FlashcardElementResults', totalAnswers: number, anonymousAnswers: number, correctCount: number, partialCount: number, incorrectCount: number } } | { __typename: 'FreeElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FreeElementResults', totalAnswers: number, anonymousAnswers: number, maxLength?: number | null, solutions?: Array<string> | null, responses: Array<{ __typename?: 'FreeElementResult', value: string, correct?: boolean | null, count: number }> } } | { __typename: 'NumericalElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'NumericalElementResults', totalAnswers: number, anonymousAnswers: number, maxValue?: number | null, minValue?: number | null, solutionRanges: Array<{ __typename?: 'NumericalElementSolutions', min?: number | null, max?: number | null }>, responseValues: Array<{ __typename?: 'NumericalElementResult', value: number, correct?: boolean | null, count: number }> }, statistics?: { __typename?: 'Statistics', max: number, mean: number, median: number, min: number, q1: number, q3: number, sd: number } | null }> }> } | null };
+export type GetMicroLearningEvaluationQuery = { __typename?: 'Query', getMicroLearningEvaluation?: { __typename?: 'ActivityEvaluation', id: string, name: string, displayName?: string | null, description?: string | null, courseId?: string | null, results: Array<{ __typename?: 'StackEvaluation', stackId: number, stackName?: string | null, stackDescription?: string | null, stackOrder: number, instances: Array<{ __typename: 'ChoicesElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ChoicesElementResults', totalAnswers: number, anonymousAnswers: number, choices: Array<{ __typename?: 'ChoiceElementResults', value: string, count: number, correct?: boolean | null, feedback?: string | null }> } } | { __typename: 'ContentElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ContentElementResults', totalAnswers: number, anonymousAnswers: number } } | { __typename: 'FlashcardElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FlashcardElementResults', totalAnswers: number, anonymousAnswers: number, correctCount: number, partialCount: number, incorrectCount: number } } | { __typename: 'FreeElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FreeElementResults', totalAnswers: number, anonymousAnswers: number, maxLength?: number | null, solutions?: Array<string> | null, responses: Array<{ __typename?: 'FreeElementResult', value: string, correct?: boolean | null, count: number }> } } | { __typename: 'NumericalElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'NumericalElementResults', totalAnswers: number, anonymousAnswers: number, maxValue?: number | null, minValue?: number | null, solutionRanges: Array<{ __typename?: 'NumericalElementSolutions', min?: number | null, max?: number | null }>, responseValues: Array<{ __typename?: 'NumericalElementResult', value: number, correct?: boolean | null, count: number }> }, statistics?: { __typename?: 'Statistics', max: number, mean: number, median: number, min: number, q1: number, q3: number, sd: number } | null }> }> } | null };
 
 export type GetMicroLearningSummaryQueryVariables = Exact<{
   id: Scalars['String']['input'];
@@ -3931,7 +3939,7 @@ export type GetPracticeQuizEvaluationQueryVariables = Exact<{
 }>;
 
 
-export type GetPracticeQuizEvaluationQuery = { __typename?: 'Query', getPracticeQuizEvaluation?: { __typename?: 'ActivityEvaluation', id: string, name: string, displayName?: string | null, description?: string | null, results: Array<{ __typename?: 'StackEvaluation', stackId: number, stackName?: string | null, stackDescription?: string | null, stackOrder: number, instances: Array<{ __typename: 'ChoicesElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ChoicesElementResults', totalAnswers: number, anonymousAnswers: number, choices: Array<{ __typename?: 'ChoiceElementResults', value: string, count: number, correct?: boolean | null, feedback?: string | null }> } } | { __typename: 'ContentElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ContentElementResults', totalAnswers: number, anonymousAnswers: number } } | { __typename: 'FlashcardElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FlashcardElementResults', totalAnswers: number, anonymousAnswers: number, correctCount: number, partialCount: number, incorrectCount: number } } | { __typename: 'FreeElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FreeElementResults', totalAnswers: number, anonymousAnswers: number, maxLength?: number | null, solutions?: Array<string> | null, responses: Array<{ __typename?: 'FreeElementResult', value: string, correct?: boolean | null, count: number }> } } | { __typename: 'NumericalElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'NumericalElementResults', totalAnswers: number, anonymousAnswers: number, maxValue?: number | null, minValue?: number | null, solutionRanges: Array<{ __typename?: 'NumericalElementSolutions', min?: number | null, max?: number | null }>, responseValues: Array<{ __typename?: 'NumericalElementResult', value: number, correct?: boolean | null, count: number }> }, statistics?: { __typename?: 'Statistics', max: number, mean: number, median: number, min: number, q1: number, q3: number, sd: number } | null }> }> } | null };
+export type GetPracticeQuizEvaluationQuery = { __typename?: 'Query', getPracticeQuizEvaluation?: { __typename?: 'ActivityEvaluation', id: string, name: string, displayName?: string | null, description?: string | null, courseId?: string | null, results: Array<{ __typename?: 'StackEvaluation', stackId: number, stackName?: string | null, stackDescription?: string | null, stackOrder: number, instances: Array<{ __typename: 'ChoicesElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ChoicesElementResults', totalAnswers: number, anonymousAnswers: number, choices: Array<{ __typename?: 'ChoiceElementResults', value: string, count: number, correct?: boolean | null, feedback?: string | null }> } } | { __typename: 'ContentElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'ContentElementResults', totalAnswers: number, anonymousAnswers: number } } | { __typename: 'FlashcardElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FlashcardElementResults', totalAnswers: number, anonymousAnswers: number, correctCount: number, partialCount: number, incorrectCount: number } } | { __typename: 'FreeElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'FreeElementResults', totalAnswers: number, anonymousAnswers: number, maxLength?: number | null, solutions?: Array<string> | null, responses: Array<{ __typename?: 'FreeElementResult', value: string, correct?: boolean | null, count: number }> } } | { __typename: 'NumericalElementInstanceEvaluation', id: number, type: ElementType, name: string, content: string, explanation?: string | null, hasSampleSolution: boolean, hasAnswerFeedbacks: boolean, results: { __typename?: 'NumericalElementResults', totalAnswers: number, anonymousAnswers: number, maxValue?: number | null, minValue?: number | null, solutionRanges: Array<{ __typename?: 'NumericalElementSolutions', min?: number | null, max?: number | null }>, responseValues: Array<{ __typename?: 'NumericalElementResult', value: number, correct?: boolean | null, count: number }> }, statistics?: { __typename?: 'Statistics', max: number, mean: number, median: number, min: number, q1: number, q3: number, sd: number } | null }> }> } | null };
 
 export type GetPracticeQuizListQueryVariables = Exact<{ [key: string]: never; }>;
 
@@ -4083,7 +4091,7 @@ export type SelfWithAchievementsQuery = { __typename?: 'Query', selfWithAchievem
 export type UserProfileQueryVariables = Exact<{ [key: string]: never; }>;
 
 
-export type UserProfileQuery = { __typename?: 'Query', userProfile?: { __typename?: 'User', id: string, email: string, sendProjectUpdates: boolean, shortname: string, locale: LocaleType, firstLogin: boolean, catalyst: boolean, catalystTier?: string | null } | null };
+export type UserProfileQuery = { __typename?: 'Query', userProfile?: { __typename?: 'User', id: string, email: string, sendProjectUpdates: boolean, shortname: string, locale: LocaleType, firstLogin: boolean, catalyst: boolean, catalystTier?: string | null, featurePreview: boolean } | null };
 
 export type FeedbackAddedSubscriptionVariables = Exact<{
   quizId: Scalars['String']['input'];
@@ -4268,6 +4276,7 @@ export const UpdateTagOrderingDocument = {"kind":"Document","definitions":[{"kin
 export const UpvoteFeedbackDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"mutation","name":{"kind":"Name","value":"UpvoteFeedback"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"feedbackId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"increment"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"upvoteFeedback"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"feedbackId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"feedbackId"}}},{"kind":"Argument","name":{"kind":"Name","value":"increment"},"value":{"kind":"Variable","name":{"kind":"Name","value":"increment"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"votes"}}]}}]}}]} as unknown as DocumentNode<UpvoteFeedbackMutation, UpvoteFeedbackMutationVariables>;
 export const VoteFeedbackResponseDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"mutation","name":{"kind":"Name","value":"VoteFeedbackResponse"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"incrementUpvote"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"incrementDownvote"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"voteFeedbackResponse"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}},{"kind":"Argument","name":{"kind":"Name","value":"incrementUpvote"},"value":{"kind":"Variable","name":{"kind":"Name","value":"incrementUpvote"}}},{"kind":"Argument","name":{"kind":"Name","value":"incrementDownvote"},"value":{"kind":"Variable","name":{"kind":"Name","value":"incrementDownvote"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"positiveReactions"}},{"kind":"Field","name":{"kind":"Name","value":"negativeReactions"}}]}}]}}]} as unknown as DocumentNode<VoteFeedbackResponseMutation, VoteFeedbackResponseMutationVariables>;
 export const PublishScheduledActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"mutation","name":{"kind":"Name","value":"PublishScheduledActivities"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"publishScheduledActivities"}}]}}]} as unknown as DocumentNode<PublishScheduledActivitiesMutation, PublishScheduledActivitiesMutationVariables>;
+export const CheckFeaturePreviewAvailableDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"CheckFeaturePreviewAvailable"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"checkFeaturePreviewAvailable"}}]}}]} as unknown as DocumentNode<CheckFeaturePreviewAvailableQuery, CheckFeaturePreviewAvailableQueryVariables>;
 export const CheckParticipantNameAvailableDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"CheckParticipantNameAvailable"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"username"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"checkParticipantNameAvailable"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"username"},"value":{"kind":"Variable","name":{"kind":"Name","value":"username"}}}]}]}}]} as unknown as DocumentNode<CheckParticipantNameAvailableQuery, CheckParticipantNameAvailableQueryVariables>;
 export const CheckShortnameAvailableDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"CheckShortnameAvailable"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"shortname"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"checkShortnameAvailable"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"shortname"},"value":{"kind":"Variable","name":{"kind":"Name","value":"shortname"}}}]}]}}]} as unknown as DocumentNode<CheckShortnameAvailableQuery, CheckShortnameAvailableQueryVariables>;
 export const CheckValidCoursePinDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"CheckValidCoursePin"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"pin"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"checkValidCoursePin"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"pin"},"value":{"kind":"Variable","name":{"kind":"Name","value":"pin"}}}]}]}}]} as unknown as DocumentNode<CheckValidCoursePinQuery, CheckValidCoursePinQueryVariables>;
@@ -4302,7 +4311,7 @@ export const GetLiveQuizHmacDocument = {"kind":"Document","definitions":[{"kind"
 export const GetLiveQuizLeaderboardDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetLiveQuizLeaderboard"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"liveQuizLeaderboard"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"quizId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"lastBlockOrder"}}]}}]}}]} as unknown as DocumentNode<GetLiveQuizLeaderboardQuery, GetLiveQuizLeaderboardQueryVariables>;
 export const GetLiveQuizSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetLiveQuizSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getLiveQuizSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"quizId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfResponses"}},{"kind":"Field","name":{"kind":"Name","value":"numOfFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"numOfConfusionFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLeaderboardEntries"}}]}}]}}]} as unknown as DocumentNode<GetLiveQuizSummaryQuery, GetLiveQuizSummaryQueryVariables>;
 export const GetLoginTokenDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetLoginToken"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getLoginToken"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"loginToken"}},{"kind":"Field","name":{"kind":"Name","value":"loginTokenExpiresAt"}}]}}]}}]} as unknown as DocumentNode<GetLoginTokenQuery, GetLoginTokenQueryVariables>;
-export const GetMicroLearningEvaluationDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetMicroLearningEvaluation"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getMicroLearningEvaluation"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"EvaluationResults"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"EvaluationResults"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ActivityEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"stackId"}},{"kind":"Field","name":{"kind":"Name","value":"stackName"}},{"kind":"Field","name":{"kind":"Name","value":"stackDescription"}},{"kind":"Field","name":{"kind":"Name","value":"stackOrder"}},{"kind":"Field","name":{"kind":"Name","value":"instances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"count"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"maxLength"}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"maxValue"}},{"kind":"Field","name":{"kind":"Name","value":"minValue"}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"responseValues"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"statistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"max"}},{"kind":"Field","name":{"kind":"Name","value":"mean"}},{"kind":"Field","name":{"kind":"Name","value":"median"}},{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"q1"}},{"kind":"Field","name":{"kind":"Name","value":"q3"}},{"kind":"Field","name":{"kind":"Name","value":"sd"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"correctCount"}},{"kind":"Field","name":{"kind":"Name","value":"partialCount"}},{"kind":"Field","name":{"kind":"Name","value":"incorrectCount"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}}]}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetMicroLearningEvaluationQuery, GetMicroLearningEvaluationQueryVariables>;
+export const GetMicroLearningEvaluationDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetMicroLearningEvaluation"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getMicroLearningEvaluation"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"courseId"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"EvaluationResults"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"EvaluationResults"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ActivityEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"stackId"}},{"kind":"Field","name":{"kind":"Name","value":"stackName"}},{"kind":"Field","name":{"kind":"Name","value":"stackDescription"}},{"kind":"Field","name":{"kind":"Name","value":"stackOrder"}},{"kind":"Field","name":{"kind":"Name","value":"instances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"count"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"maxLength"}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"maxValue"}},{"kind":"Field","name":{"kind":"Name","value":"minValue"}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"responseValues"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"statistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"max"}},{"kind":"Field","name":{"kind":"Name","value":"mean"}},{"kind":"Field","name":{"kind":"Name","value":"median"}},{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"q1"}},{"kind":"Field","name":{"kind":"Name","value":"q3"}},{"kind":"Field","name":{"kind":"Name","value":"sd"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"correctCount"}},{"kind":"Field","name":{"kind":"Name","value":"partialCount"}},{"kind":"Field","name":{"kind":"Name","value":"incorrectCount"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}}]}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetMicroLearningEvaluationQuery, GetMicroLearningEvaluationQueryVariables>;
 export const GetMicroLearningSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetMicroLearningSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getMicroLearningSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfResponses"}},{"kind":"Field","name":{"kind":"Name","value":"numOfAnonymousResponses"}}]}}]}}]} as unknown as DocumentNode<GetMicroLearningSummaryQuery, GetMicroLearningSummaryQueryVariables>;
 export const GetMicroLearningDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetMicroLearning"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"microLearning"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"isOwner"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"MicroLearningDataWithoutSolutions"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementDataWithoutSolutions"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"MicroLearningDataWithoutSolutions"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"MicroLearning"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementDataWithoutSolutions"}}]}}]}}]}}]} as unknown as DocumentNode<GetMicroLearningQuery, GetMicroLearningQueryVariables>;
 export const GetParticipantCoursesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetParticipantCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isArchived"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}}]}}]}}]} as unknown as DocumentNode<GetParticipantCoursesQuery, GetParticipantCoursesQueryVariables>;
@@ -4310,7 +4319,7 @@ export const GetParticipantGroupsDocument = {"kind":"Document","definitions":[{"
 export const GetParticipationDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetParticipation"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getParticipation"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}}]}}]} as unknown as DocumentNode<GetParticipationQuery, GetParticipationQueryVariables>;
 export const GetPracticeCoursesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetPracticeCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getPracticeCourses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]} as unknown as DocumentNode<GetPracticeCoursesQuery, GetPracticeCoursesQueryVariables>;
 export const GetPracticeQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetPracticeQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"practiceQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"isOwner"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"PracticeQuizDataWithoutSolutions"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementDataWithoutSolutions"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"PracticeQuizDataWithoutSolutions"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"PracticeQuiz"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"resetTimeDays"}},{"kind":"Field","name":{"kind":"Name","value":"availableFrom"}},{"kind":"Field","name":{"kind":"Name","value":"orderType"}},{"kind":"Field","name":{"kind":"Name","value":"numOfStacks"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementDataWithoutSolutions"}}]}}]}}]}}]} as unknown as DocumentNode<GetPracticeQuizQuery, GetPracticeQuizQueryVariables>;
-export const GetPracticeQuizEvaluationDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetPracticeQuizEvaluation"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getPracticeQuizEvaluation"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"EvaluationResults"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"EvaluationResults"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ActivityEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"stackId"}},{"kind":"Field","name":{"kind":"Name","value":"stackName"}},{"kind":"Field","name":{"kind":"Name","value":"stackDescription"}},{"kind":"Field","name":{"kind":"Name","value":"stackOrder"}},{"kind":"Field","name":{"kind":"Name","value":"instances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"count"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"maxLength"}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections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as unknown as DocumentNode<GetPracticeQuizEvaluationQuery, GetPracticeQuizEvaluationQueryVariables>;
+export const GetPracticeQuizEvaluationDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetPracticeQuizEvaluation"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getPracticeQuizEvaluation"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"courseId"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"EvaluationResults"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"EvaluationResults"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ActivityEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"stackId"}},{"kind":"Field","name":{"kind":"Name","value":"stackName"}},{"kind":"Field","name":{"kind":"Name","value":"stackDescription"}},{"kind":"Field","name":{"kind":"Name","value":"stackOrder"}},{"kind":"Field","name":{"kind":"Name","value":"instances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"count"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"maxLength"}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"maxValue"}},{"kind":"Field","name":{"kind":"Name","value":"minValue"}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"responseValues"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"statistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"max"}},{"kind":"Field","name":{"kind":"Name","value":"mean"}},{"kind":"Field","name":{"kind":"Name","value":"median"}},{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"q1"}},{"kind":"Field","name":{"kind":"Name","value":"q3"}},{"kind":"Field","name":{"kind":"Name","value":"sd"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"correctCount"}},{"kind":"Field","name":{"kind":"Name","value":"partialCount"}},{"kind":"Field","name":{"kind":"Name","value":"incorrectCount"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"hasAnswerFeedbacks"}},{"kind":"Field","name":{"kind":"Name","value":"results"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"anonymousAnswers"}}]}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetPracticeQuizEvaluationQuery, GetPracticeQuizEvaluationQueryVariables>;
 export const GetPracticeQuizListDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetPracticeQuizList"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getPracticeQuizList"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"practiceQuizzes"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]} as unknown as DocumentNode<GetPracticeQuizListQuery, GetPracticeQuizListQueryVariables>;
 export const GetPracticeQuizSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetPracticeQuizSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"id"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getPracticeQuizSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"id"},"value":{"kind":"Variable","name":{"kind":"Name","value":"id"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfResponses"}},{"kind":"Field","name":{"kind":"Name","value":"numOfAnonymousResponses"}}]}}]}}]} as unknown as DocumentNode<GetPracticeQuizSummaryQuery, GetPracticeQuizSummaryQueryVariables>;
 export const GetPreviousStackEvaluationDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetPreviousStackEvaluation"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"stackId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getPreviousStackEvaluation"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"stackId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"stackId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"StackFeedbackEvaluations"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"StackFeedbackEvaluations"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"StackFeedback"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"evaluations"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"instanceId"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"feedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}},{"kind":"Field","name":{"kind":"Name","value":"numAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"pointsAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"percentile"}},{"kind":"Field","name":{"kind":"Name","value":"newPointsFrom"}},{"kind":"Field","name":{"kind":"Name","value":"xpAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"newXpFrom"}},{"kind":"Field","name":{"kind":"Name","value":"correctness"}},{"kind":"Field","name":{"kind":"Name","value":"lastResponse"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"choices"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"instanceId"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"feedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}},{"kind":"Field","name":{"kind":"Name","value":"numAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"pointsAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"percentile"}},{"kind":"Field","name":{"kind":"Name","value":"newPointsFrom"}},{"kind":"Field","name":{"kind":"Name","value":"xpAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"newXpFrom"}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"lastResponse"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}},{"kind":"Field","name":{"kind":"Name","value":"correctness"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"instanceId"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"feedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}},{"kind":"Field","name":{"kind":"Name","value":"numAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"answers"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"value"}},{"kind":"Field","name":{"kind":"Name","value":"count"}}]}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"pointsAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"percentile"}},{"kind":"Field","name":{"kind":"Name","value":"newPointsFrom"}},{"kind":"Field","name":{"kind":"Name","value":"xpAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"newXpFrom"}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}},{"kind":"Field","name":{"kind":"Name","value":"lastResponse"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}},{"kind":"Field","name":{"kind":"Name","value":"correctness"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"instanceId"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"feedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}},{"kind":"Field","name":{"kind":"Name","value":"numAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"pointsAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"percentile"}},{"kind":"Field","name":{"kind":"Name","value":"newPointsFrom"}},{"kind":"Field","name":{"kind":"Name","value":"xpAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"newXpFrom"}},{"kind":"Field","name":{"kind":"Name","value":"lastResponse"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"correctness"}}]}},{"kind":"Field","name":{"kind":"Name","value":"correctness"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentInstanceEvaluation"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"instanceId"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"feedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}},{"kind":"Field","name":{"kind":"Name","value":"numAnswers"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"pointsAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"percentile"}},{"kind":"Field","name":{"kind":"Name","value":"newPointsFrom"}},{"kind":"Field","name":{"kind":"Name","value":"xpAwarded"}},{"kind":"Field","name":{"kind":"Name","value":"newXpFrom"}},{"kind":"Field","name":{"kind":"Name","value":"lastResponse"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"viewed"}}]}},{"kind":"Field","name":{"kind":"Name","value":"correctness"}}]}}]}}]}}]} as unknown as DocumentNode<GetPreviousStackEvaluationQuery, GetPreviousStackEvaluationQueryVariables>;
@@ -4335,7 +4344,7 @@ export const GroupActivityDetailsDocument = {"kind":"Document","definitions":[{"
 export const ParticipationsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"Participations"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"endpoint"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participations"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"endpoint"},"value":{"kind":"Variable","name":{"kind":"Name","value":"endpoint"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"completedMicroLearnings"}},{"kind":"Field","name":{"kind":"Name","value":"subscriptions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"endpoint"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"startDate"}},{"kind":"Field","name":{"kind":"Name","value":"endDate"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"microLearnings"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"liveQuizzes"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]}}]} as unknown as DocumentNode<ParticipationsQuery, ParticipationsQueryVariables>;
 export const SelfDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"Self"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"self"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"avatarSettings"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"skinTone"}},{"kind":"Field","name":{"kind":"Name","value":"eyes"}},{"kind":"Field","name":{"kind":"Name","value":"mouth"}},{"kind":"Field","name":{"kind":"Name","value":"hair"}},{"kind":"Field","name":{"kind":"Name","value":"facialHair"}},{"kind":"Field","name":{"kind":"Name","value":"accessory"}},{"kind":"Field","name":{"kind":"Name","value":"hairColor"}},{"kind":"Field","name":{"kind":"Name","value":"clothing"}},{"kind":"Field","name":{"kind":"Name","value":"clothingColor"}}]}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}},{"kind":"Field","name":{"kind":"Name","value":"isProfilePublic"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"levelData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"index"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"requiredXp"}},{"kind":"Field","name":{"kind":"Name","value":"nextLevel"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"index"}},{"kind":"Field","name":{"kind":"Name","value":"requiredXp"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}}]}}]} as unknown as DocumentNode<SelfQuery, SelfQueryVariables>;
 export const SelfWithAchievementsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"SelfWithAchievements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"selfWithAchievements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"avatarSettings"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"skinTone"}},{"kind":"Field","name":{"kind":"Name","value":"eyes"}},{"kind":"Field","name":{"kind":"Name","value":"mouth"}},{"kind":"Field","name":{"kind":"Name","value":"hair"}},{"kind":"Field","name":{"kind":"Name","value":"facialHair"}},{"kind":"Field","name":{"kind":"Name","value":"accessory"}},{"kind":"Field","name":{"kind":"Name","value":"hairColor"}},{"kind":"Field","name":{"kind":"Name","value":"clothing"}},{"kind":"Field","name":{"kind":"Name","value":"clothingColor"}}]}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"levelData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"index"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"requiredXp"}},{"kind":"Field","name":{"kind":"Name","value":"nextLevel"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"index"}},{"kind":"Field","name":{"kind":"Name","value":"requiredXp"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"achievements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"achievedAt"}},{"kind":"Field","name":{"kind":"Name","value":"achievedCount"}},{"kind":"Field","name":{"kind":"Name","value":"achievement"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"nameDE"}},{"kind":"Field","name":{"kind":"Name","value":"nameEN"}},{"kind":"Field","name":{"kind":"Name","value":"descriptionDE"}},{"kind":"Field","name":{"kind":"Name","value":"descriptionEN"}},{"kind":"Field","name":{"kind":"Name","value":"icon"}},{"kind":"Field","name":{"kind":"Name","value":"iconColor"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"achievements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"nameDE"}},{"kind":"Field","name":{"kind":"Name","value":"nameEN"}},{"kind":"Field","name":{"kind":"Name","value":"descriptionDE"}},{"kind":"Field","name":{"kind":"Name","value":"descriptionEN"}},{"kind":"Field","name":{"kind":"Name","value":"icon"}},{"kind":"Field","name":{"kind":"Name","value":"iconColor"}}]}}]}}]}}]} as unknown as DocumentNode<SelfWithAchievementsQuery, SelfWithAchievementsQueryVariables>;
-export const UserProfileDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"UserProfile"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"userProfile"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"sendProjectUpdates"}},{"kind":"Field","name":{"kind":"Name","value":"shortname"}},{"kind":"Field","name":{"kind":"Name","value":"locale"}},{"kind":"Field","name":{"kind":"Name","value":"firstLogin"}},{"kind":"Field","name":{"kind":"Name","value":"catalyst"}},{"kind":"Field","name":{"kind":"Name","value":"catalystTier"}}]}}]}}]} as unknown as DocumentNode<UserProfileQuery, UserProfileQueryVariables>;
+export const UserProfileDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"UserProfile"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"userProfile"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"sendProjectUpdates"}},{"kind":"Field","name":{"kind":"Name","value":"shortname"}},{"kind":"Field","name":{"kind":"Name","value":"locale"}},{"kind":"Field","name":{"kind":"Name","value":"firstLogin"}},{"kind":"Field","name":{"kind":"Name","value":"catalyst"}},{"kind":"Field","name":{"kind":"Name","value":"catalystTier"}},{"kind":"Field","name":{"kind":"Name","value":"featurePreview"}}]}}]}}]} as unknown as DocumentNode<UserProfileQuery, UserProfileQueryVariables>;
 export const FeedbackAddedDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"subscription","name":{"kind":"Name","value":"FeedbackAdded"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"feedbackAdded"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"quizId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isPublished"}},{"kind":"Field","name":{"kind":"Name","value":"isPinned"}},{"kind":"Field","name":{"kind":"Name","value":"isResolved"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"votes"}},{"kind":"Field","name":{"kind":"Name","value":"resolvedAt"}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"positiveReactions"}},{"kind":"Field","name":{"kind":"Name","value":"negativeReactions"}}]}}]}}]}}]} as unknown as DocumentNode<FeedbackAddedSubscription, FeedbackAddedSubscriptionVariables>;
 export const FeedbackCreatedDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"subscription","name":{"kind":"Name","value":"FeedbackCreated"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"feedbackCreated"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"quizId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isPublished"}},{"kind":"Field","name":{"kind":"Name","value":"isPinned"}},{"kind":"Field","name":{"kind":"Name","value":"isResolved"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"votes"}},{"kind":"Field","name":{"kind":"Name","value":"resolvedAt"}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"responses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"positiveReactions"}},{"kind":"Field","name":{"kind":"Name","value":"negativeReactions"}}]}}]}}]}}]} as unknown as DocumentNode<FeedbackCreatedSubscription, FeedbackCreatedSubscriptionVariables>;
 export const FeedbackRemovedDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"subscription","name":{"kind":"Name","value":"FeedbackRemoved"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"feedbackRemoved"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"quizId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"quizId"}}}]}]}}]} as unknown as DocumentNode<FeedbackRemovedSubscription, FeedbackRemovedSubscriptionVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index 2f9443c3f5..43e165c833 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -102,6 +102,7 @@
    "UpvoteFeedback": "1bb1b9c4d54dd21359cb8b10323958fe15776d603b4ab9d54de7c6bb779cad43",
    "VoteFeedbackResponse": "6a0df1f8c6e488c2d2fc3d5563f4afadfa3bcb758a901b5605050e271e37c524",
    "PublishScheduledActivities": "fa95285ce30b364b49ed276d38bc68d5edccc4e2b89e7903814e7233aacd6040",
+   "CheckFeaturePreviewAvailable": "a55ae5db9e11715f59d867dd5c43d13cc16f73cb9386bc6a3237583585bcdc8e",
    "CheckParticipantNameAvailable": "c5183b985742c2d90b0f0f45d8b18c402cd8535add2f8b0a9194ef50799a1fb7",
    "CheckShortnameAvailable": "03a02f5db0a7415ed420529f1ee27248586f2d6593ca514a81a5d4b4037eaf1f",
    "CheckValidCoursePin": "2126ef90ecc0ffc980dd92bbd62dfa48387a97d210d5edf4f6a1116a41fb0483",
@@ -136,7 +137,7 @@
    "GetLiveQuizLeaderboard": "7f849e9a714a388215d6c7cce9582debe85faa83b11871b330de7261aaf6205d",
    "GetLiveQuizSummary": "fd17c092be3d096abd6d31e89d8249bd4b482a2a6310f6893e9e32c5a70666c0",
    "GetLoginToken": "491946fc1fcbd066ea481c564313f4e50b7cc98ea16ab16a7a2146d75ec8cf00",
-   "GetMicroLearningEvaluation": "05522be9aa358ebe4d8b8c6ac0bc7e85e940ba6005c34c491370e4717d7eb8b7",
+   "GetMicroLearningEvaluation": "3df7981f5b47f69ddafa54081819436fc7bfc1cecd216af56998b7b6511a3484",
    "GetMicroLearningSummary": "ebb0212bb2a8b3215ba17d1f70411c8c464765c3514604f1dff77fad7d3a5380",
    "GetMicroLearning": "3e96ed539742235065d3e0ff7247391857226ff5c4a1732a802a1a162a7a226a",
    "GetParticipantCourses": "bb82d68f51f9b46767e9f6a8c9c66ef2642b487c8f8a84473ce10f1b44eaf7fe",
@@ -144,7 +145,7 @@
    "GetParticipation": "022c93b46aabd3a5f5376fc5870bb427343c98211d7d38364cee97e5016896a5",
    "GetPracticeCourses": "2002f1c020618cb9363909a9c4049d69b2a4ac93ab6e4db2e5b15a35222eeb18",
    "GetPracticeQuiz": "ffca2929a33efaabc3f7232e623e5fd9ff09adbb8a20df748285aa4da0df19df",
-   "GetPracticeQuizEvaluation": "e4e5b8963f81269bbdc354cb2081a25529e77f277438addedfa9746e7dffea21",
+   "GetPracticeQuizEvaluation": "2d7c95d62fe88ea1907865a31856bd9cec84256bad00a76fbf08b6d4ec940aad",
    "GetPracticeQuizList": "7a5a039ecdd864a6e0cf0e18c5ad2a2c87ad610aa3cf286e746cac1ae444b85d",
    "GetPracticeQuizSummary": "01dada3ea64ea21a809b325f22580d5f4857b150f719c7a3134709185a708cbf",
    "GetPreviousStackEvaluation": "82270825f35e0db353ed832b782b9ae676ee451ec3c4afd482f5b7c30d36952e",
@@ -169,7 +170,7 @@
    "Participations": "dc9e8c61459be73030abcd6abb63ff5769785e3c85bf5fc60c37ee82d94f90e4",
    "Self": "32235549b5559c21d740a8358f7bc4711326dc2be34bfa1c2471aa2677958fb0",
    "SelfWithAchievements": "07ed90975e46d0b5a00efb45e844030ae6bf16653e39c53ecec5afddc72c62f2",
-   "UserProfile": "d37d1882bef914e250cba85de86301e48ed8fca440cde15f3568320219b11e1c",
+   "UserProfile": "a75e5340c6358ccd08d9e25c067e997098437cf986fd48184bf03ccab0f48361",
    "FeedbackAdded": "232a4b6cf92dfd02611bc0be4fa28e10f1c4d1d0f1540616fd2d742f76af870f",
    "FeedbackCreated": "2baa4fb4b7836d924f9077f3a5e1936d3127ad327b92f90c51bae1051f9f5a2e",
    "FeedbackRemoved": "d94e5e96f5d857d8e8199fc788967308a331046b375e80e98b2841914e7c6e41",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index 6d72f34dee..3953100f45 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -16,6 +16,7 @@ type Achievement {
 
 type ActivityEvaluation {
   confusionFeedbacks: [ConfusionTimestep!]
+  courseId: String
   description: String
   displayName: String
   feedbacks: [Feedback!]
@@ -1363,6 +1364,7 @@ type PushSubscription {
 type Query {
   artificialInstance(elementId: Int!): ElementInstance
   basicCourseInformation(courseId: String!): StudentCourse
+  checkFeaturePreviewAvailable: Boolean!
   checkParticipantNameAvailable(username: String!): Boolean!
   checkShortnameAvailable(shortname: String!): Boolean!
   checkValidCoursePin(pin: Int!): String
@@ -1590,6 +1592,7 @@ type User {
   catalyst: Boolean!
   catalystTier: String
   email: String!
+  featurePreview: Boolean!
   firstLogin: Boolean!
   id: ID!
   locale: LocaleType!
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index adbc6cacda..28d4040229 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -102,6 +102,7 @@
    "1bb1b9c4d54dd21359cb8b10323958fe15776d603b4ab9d54de7c6bb779cad43": "mutation UpvoteFeedback($feedbackId: Int!, $increment: Int!) {\n  upvoteFeedback(feedbackId: $feedbackId, increment: $increment) {\n    id\n    votes\n    __typename\n  }\n}",
    "6a0df1f8c6e488c2d2fc3d5563f4afadfa3bcb758a901b5605050e271e37c524": "mutation VoteFeedbackResponse($id: Int!, $incrementUpvote: Int!, $incrementDownvote: Int!) {\n  voteFeedbackResponse(\n    id: $id\n    incrementUpvote: $incrementUpvote\n    incrementDownvote: $incrementDownvote\n  ) {\n    id\n    positiveReactions\n    negativeReactions\n    __typename\n  }\n}",
    "fa95285ce30b364b49ed276d38bc68d5edccc4e2b89e7903814e7233aacd6040": "mutation PublishScheduledActivities {\n  publishScheduledActivities\n}",
+   "a55ae5db9e11715f59d867dd5c43d13cc16f73cb9386bc6a3237583585bcdc8e": "query CheckFeaturePreviewAvailable {\n  checkFeaturePreviewAvailable\n}",
    "c5183b985742c2d90b0f0f45d8b18c402cd8535add2f8b0a9194ef50799a1fb7": "query CheckParticipantNameAvailable($username: String!) {\n  checkParticipantNameAvailable(username: $username)\n}",
    "03a02f5db0a7415ed420529f1ee27248586f2d6593ca514a81a5d4b4037eaf1f": "query CheckShortnameAvailable($shortname: String!) {\n  checkShortnameAvailable(shortname: $shortname)\n}",
    "2126ef90ecc0ffc980dd92bbd62dfa48387a97d210d5edf4f6a1116a41fb0483": "query CheckValidCoursePin($pin: Int!) {\n  checkValidCoursePin(pin: $pin)\n}",
@@ -136,7 +137,7 @@
    "7f849e9a714a388215d6c7cce9582debe85faa83b11871b330de7261aaf6205d": "query GetLiveQuizLeaderboard($quizId: String!) {\n  liveQuizLeaderboard(quizId: $quizId) {\n    id\n    participantId\n    rank\n    username\n    avatar\n    score\n    isSelf\n    lastBlockOrder\n    __typename\n  }\n}",
    "fd17c092be3d096abd6d31e89d8249bd4b482a2a6310f6893e9e32c5a70666c0": "query GetLiveQuizSummary($quizId: String!) {\n  getLiveQuizSummary(quizId: $quizId) {\n    numOfResponses\n    numOfFeedbacks\n    numOfConfusionFeedbacks\n    numOfLeaderboardEntries\n    __typename\n  }\n}",
    "491946fc1fcbd066ea481c564313f4e50b7cc98ea16ab16a7a2146d75ec8cf00": "query GetLoginToken {\n  getLoginToken {\n    loginToken\n    loginTokenExpiresAt\n    __typename\n  }\n}",
-   "05522be9aa358ebe4d8b8c6ac0bc7e85e940ba6005c34c491370e4717d7eb8b7": "fragment EvaluationResults on ActivityEvaluation {\n  results {\n    stackId\n    stackName\n    stackDescription\n    stackOrder\n    instances {\n      ... on ChoicesElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          choices {\n            value\n            count\n            correct\n            feedback\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on FreeElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxLength\n          solutions\n          responses {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on NumericalElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxValue\n          minValue\n          solutionRanges {\n            min\n            max\n            __typename\n          }\n          responseValues {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n        statistics {\n          max\n          mean\n          median\n          min\n          q1\n          q3\n          sd\n          __typename\n        }\n      }\n      ... on FlashcardElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          correctCount\n          partialCount\n          incorrectCount\n          __typename\n        }\n      }\n      ... on ContentElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          __typename\n        }\n      }\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nquery GetMicroLearningEvaluation($id: String!) {\n  getMicroLearningEvaluation(id: $id) {\n    id\n    name\n    displayName\n    description\n    ...EvaluationResults\n    __typename\n  }\n}",
+   "3df7981f5b47f69ddafa54081819436fc7bfc1cecd216af56998b7b6511a3484": "fragment EvaluationResults on ActivityEvaluation {\n  results {\n    stackId\n    stackName\n    stackDescription\n    stackOrder\n    instances {\n      ... on ChoicesElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          choices {\n            value\n            count\n            correct\n            feedback\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on FreeElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxLength\n          solutions\n          responses {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on NumericalElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxValue\n          minValue\n          solutionRanges {\n            min\n            max\n            __typename\n          }\n          responseValues {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n        statistics {\n          max\n          mean\n          median\n          min\n          q1\n          q3\n          sd\n          __typename\n        }\n      }\n      ... on FlashcardElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          correctCount\n          partialCount\n          incorrectCount\n          __typename\n        }\n      }\n      ... on ContentElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          __typename\n        }\n      }\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nquery GetMicroLearningEvaluation($id: String!) {\n  getMicroLearningEvaluation(id: $id) {\n    id\n    name\n    displayName\n    description\n    courseId\n    ...EvaluationResults\n    __typename\n  }\n}",
    "ebb0212bb2a8b3215ba17d1f70411c8c464765c3514604f1dff77fad7d3a5380": "query GetMicroLearningSummary($id: String!) {\n  getMicroLearningSummary(id: $id) {\n    numOfResponses\n    numOfAnonymousResponses\n    __typename\n  }\n}",
    "3e96ed539742235065d3e0ff7247391857226ff5c4a1732a802a1a162a7a226a": "fragment MicroLearningDataWithoutSolutions on MicroLearning {\n  id\n  name\n  status\n  displayName\n  description\n  pointsMultiplier\n  scheduledStartAt\n  scheduledEndAt\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementDataWithoutSolutions\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementDataWithoutSolutions on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        displayMode\n        choices {\n          ix\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        restrictions {\n          maxLength\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      __typename\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetMicroLearning($id: String!) {\n  microLearning(id: $id) {\n    isOwner\n    ...MicroLearningDataWithoutSolutions\n    __typename\n  }\n}",
    "bb82d68f51f9b46767e9f6a8c9c66ef2642b487c8f8a84473ce10f1b44eaf7fe": "query GetParticipantCourses {\n  participantCourses {\n    id\n    isArchived\n    displayName\n    description\n    __typename\n  }\n}",
@@ -144,7 +145,7 @@
    "022c93b46aabd3a5f5376fc5870bb427343c98211d7d38364cee97e5016896a5": "query GetParticipation($courseId: String!) {\n  getParticipation(courseId: $courseId) {\n    id\n    isActive\n    __typename\n  }\n}",
    "2002f1c020618cb9363909a9c4049d69b2a4ac93ab6e4db2e5b15a35222eeb18": "query GetPracticeCourses {\n  getPracticeCourses {\n    id\n    displayName\n    __typename\n  }\n}",
    "ffca2929a33efaabc3f7232e623e5fd9ff09adbb8a20df748285aa4da0df19df": "fragment PracticeQuizDataWithoutSolutions on PracticeQuiz {\n  id\n  status\n  name\n  displayName\n  description\n  pointsMultiplier\n  resetTimeDays\n  availableFrom\n  orderType\n  numOfStacks\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementDataWithoutSolutions\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementDataWithoutSolutions on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        displayMode\n        choices {\n          ix\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        restrictions {\n          maxLength\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      __typename\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetPracticeQuiz($id: String!) {\n  practiceQuiz(id: $id) {\n    isOwner\n    ...PracticeQuizDataWithoutSolutions\n    __typename\n  }\n}",
-   "e4e5b8963f81269bbdc354cb2081a25529e77f277438addedfa9746e7dffea21": "fragment EvaluationResults on ActivityEvaluation {\n  results {\n    stackId\n    stackName\n    stackDescription\n    stackOrder\n    instances {\n      ... on ChoicesElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          choices {\n            value\n            count\n            correct\n            feedback\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on FreeElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxLength\n          solutions\n          responses {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on NumericalElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxValue\n          minValue\n          solutionRanges {\n            min\n            max\n            __typename\n          }\n          responseValues {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n        statistics {\n          max\n          mean\n          median\n          min\n          q1\n          q3\n          sd\n          __typename\n        }\n      }\n      ... on FlashcardElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          correctCount\n          partialCount\n          incorrectCount\n          __typename\n        }\n      }\n      ... on ContentElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          __typename\n        }\n      }\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nquery GetPracticeQuizEvaluation($id: String!) {\n  getPracticeQuizEvaluation(id: $id) {\n    id\n    name\n    displayName\n    description\n    ...EvaluationResults\n    __typename\n  }\n}",
+   "2d7c95d62fe88ea1907865a31856bd9cec84256bad00a76fbf08b6d4ec940aad": "fragment EvaluationResults on ActivityEvaluation {\n  results {\n    stackId\n    stackName\n    stackDescription\n    stackOrder\n    instances {\n      ... on ChoicesElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          choices {\n            value\n            count\n            correct\n            feedback\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on FreeElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxLength\n          solutions\n          responses {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n      }\n      ... on NumericalElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          maxValue\n          minValue\n          solutionRanges {\n            min\n            max\n            __typename\n          }\n          responseValues {\n            value\n            correct\n            count\n            __typename\n          }\n          __typename\n        }\n        statistics {\n          max\n          mean\n          median\n          min\n          q1\n          q3\n          sd\n          __typename\n        }\n      }\n      ... on FlashcardElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          correctCount\n          partialCount\n          incorrectCount\n          __typename\n        }\n      }\n      ... on ContentElementInstanceEvaluation {\n        __typename\n        id\n        type\n        name\n        content\n        explanation\n        hasSampleSolution\n        hasAnswerFeedbacks\n        results {\n          totalAnswers\n          anonymousAnswers\n          __typename\n        }\n      }\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nquery GetPracticeQuizEvaluation($id: String!) {\n  getPracticeQuizEvaluation(id: $id) {\n    id\n    name\n    displayName\n    description\n    courseId\n    ...EvaluationResults\n    __typename\n  }\n}",
    "7a5a039ecdd864a6e0cf0e18c5ad2a2c87ad610aa3cf286e746cac1ae444b85d": "query GetPracticeQuizList {\n  getPracticeQuizList {\n    id\n    displayName\n    practiceQuizzes {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
    "01dada3ea64ea21a809b325f22580d5f4857b150f719c7a3134709185a708cbf": "query GetPracticeQuizSummary($id: String!) {\n  getPracticeQuizSummary(id: $id) {\n    numOfResponses\n    numOfAnonymousResponses\n    __typename\n  }\n}",
    "82270825f35e0db353ed832b782b9ae676ee451ec3c4afd482f5b7c30d36952e": "fragment StackFeedbackEvaluations on StackFeedback {\n  evaluations {\n    __typename\n    ... on ChoicesInstanceEvaluation {\n      __typename\n      elementType\n      instanceId\n      pointsMultiplier\n      explanation\n      feedbacks {\n        ix\n        feedback\n        correct\n        value\n        __typename\n      }\n      choices {\n        ix\n        count\n        __typename\n      }\n      numAnswers\n      score\n      xp\n      pointsAwarded\n      percentile\n      newPointsFrom\n      xpAwarded\n      newXpFrom\n      correctness\n      lastResponse {\n        __typename\n        choices\n      }\n    }\n    ... on NumericalInstanceEvaluation {\n      __typename\n      elementType\n      instanceId\n      pointsMultiplier\n      explanation\n      feedbacks {\n        ix\n        feedback\n        correct\n        value\n        __typename\n      }\n      numAnswers\n      responses {\n        value\n        count\n        __typename\n      }\n      score\n      xp\n      pointsAwarded\n      percentile\n      newPointsFrom\n      xpAwarded\n      newXpFrom\n      solutionRanges {\n        __typename\n        min\n        max\n      }\n      lastResponse {\n        __typename\n        value\n      }\n      correctness\n    }\n    ... on FreeTextInstanceEvaluation {\n      instanceId\n      elementType\n      pointsMultiplier\n      explanation\n      feedbacks {\n        ix\n        feedback\n        correct\n        value\n        __typename\n      }\n      numAnswers\n      answers {\n        value\n        count\n        __typename\n      }\n      score\n      xp\n      pointsAwarded\n      percentile\n      newPointsFrom\n      xpAwarded\n      newXpFrom\n      solutions\n      lastResponse {\n        __typename\n        value\n      }\n      correctness\n      __typename\n    }\n    ... on FlashcardInstanceEvaluation {\n      instanceId\n      elementType\n      pointsMultiplier\n      explanation\n      feedbacks {\n        ix\n        feedback\n        correct\n        value\n        __typename\n      }\n      numAnswers\n      score\n      xp\n      pointsAwarded\n      percentile\n      newPointsFrom\n      xpAwarded\n      newXpFrom\n      lastResponse {\n        __typename\n        correctness\n      }\n      correctness\n      __typename\n    }\n    ... on ContentInstanceEvaluation {\n      instanceId\n      elementType\n      pointsMultiplier\n      explanation\n      feedbacks {\n        ix\n        feedback\n        correct\n        value\n        __typename\n      }\n      numAnswers\n      score\n      xp\n      pointsAwarded\n      percentile\n      newPointsFrom\n      xpAwarded\n      newXpFrom\n      lastResponse {\n        __typename\n        viewed\n      }\n      correctness\n      __typename\n    }\n  }\n  __typename\n}\nquery GetPreviousStackEvaluation($stackId: Int!) {\n  getPreviousStackEvaluation(stackId: $stackId) {\n    id\n    status\n    score\n    ...StackFeedbackEvaluations\n    __typename\n  }\n}",
@@ -169,7 +170,7 @@
    "dc9e8c61459be73030abcd6abb63ff5769785e3c85bf5fc60c37ee82d94f90e4": "query Participations($endpoint: String) {\n  participations(endpoint: $endpoint) {\n    id\n    completedMicroLearnings\n    subscriptions {\n      id\n      endpoint\n      __typename\n    }\n    course {\n      id\n      displayName\n      startDate\n      endDate\n      description\n      isGamificationEnabled\n      microLearnings {\n        id\n        displayName\n        scheduledStartAt\n        scheduledEndAt\n        __typename\n      }\n      liveQuizzes {\n        id\n        displayName\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "32235549b5559c21d740a8358f7bc4711326dc2be34bfa1c2471aa2677958fb0": "query Self {\n  self {\n    id\n    email\n    username\n    avatar\n    avatarSettings {\n      skinTone\n      eyes\n      mouth\n      hair\n      facialHair\n      accessory\n      hairColor\n      clothing\n      clothingColor\n      __typename\n    }\n    isActive\n    isProfilePublic\n    xp\n    level\n    levelData {\n      id\n      index\n      name\n      avatar\n      requiredXp\n      nextLevel {\n        id\n        index\n        requiredXp\n        avatar\n        name\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "07ed90975e46d0b5a00efb45e844030ae6bf16653e39c53ecec5afddc72c62f2": "query SelfWithAchievements {\n  selfWithAchievements {\n    participant {\n      id\n      username\n      avatar\n      avatarSettings {\n        skinTone\n        eyes\n        mouth\n        hair\n        facialHair\n        accessory\n        hairColor\n        clothing\n        clothingColor\n        __typename\n      }\n      xp\n      level\n      levelData {\n        id\n        index\n        name\n        avatar\n        requiredXp\n        nextLevel {\n          id\n          index\n          requiredXp\n          avatar\n          name\n          __typename\n        }\n        __typename\n      }\n      achievements {\n        id\n        achievedAt\n        achievedCount\n        achievement {\n          id\n          nameDE\n          nameEN\n          descriptionDE\n          descriptionEN\n          icon\n          iconColor\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    achievements {\n      id\n      nameDE\n      nameEN\n      descriptionDE\n      descriptionEN\n      icon\n      iconColor\n      __typename\n    }\n    __typename\n  }\n}",
-   "d37d1882bef914e250cba85de86301e48ed8fca440cde15f3568320219b11e1c": "query UserProfile {\n  userProfile {\n    id\n    email\n    sendProjectUpdates\n    shortname\n    locale\n    firstLogin\n    catalyst\n    catalystTier\n    __typename\n  }\n}",
+   "a75e5340c6358ccd08d9e25c067e997098437cf986fd48184bf03ccab0f48361": "query UserProfile {\n  userProfile {\n    id\n    email\n    sendProjectUpdates\n    shortname\n    locale\n    firstLogin\n    catalyst\n    catalystTier\n    featurePreview\n    __typename\n  }\n}",
    "232a4b6cf92dfd02611bc0be4fa28e10f1c4d1d0f1540616fd2d742f76af870f": "subscription FeedbackAdded($quizId: String!) {\n  feedbackAdded(quizId: $quizId) {\n    id\n    isPublished\n    isPinned\n    isResolved\n    content\n    votes\n    resolvedAt\n    createdAt\n    responses {\n      id\n      content\n      positiveReactions\n      negativeReactions\n      __typename\n    }\n    __typename\n  }\n}",
    "2baa4fb4b7836d924f9077f3a5e1936d3127ad327b92f90c51bae1051f9f5a2e": "subscription FeedbackCreated($quizId: String!) {\n  feedbackCreated(quizId: $quizId) {\n    id\n    isPublished\n    isPinned\n    isResolved\n    content\n    votes\n    resolvedAt\n    createdAt\n    responses {\n      id\n      content\n      positiveReactions\n      negativeReactions\n      __typename\n    }\n    __typename\n  }\n}",
    "d94e5e96f5d857d8e8199fc788967308a331046b375e80e98b2841914e7c6e41": "subscription FeedbackRemoved($quizId: String!) {\n  feedbackRemoved(quizId: $quizId)\n}",
diff --git a/packages/graphql/src/schema/evaluation.ts b/packages/graphql/src/schema/evaluation.ts
index e578583094..4cdef2b0c4 100644
--- a/packages/graphql/src/schema/evaluation.ts
+++ b/packages/graphql/src/schema/evaluation.ts
@@ -13,6 +13,7 @@ export interface IActivityEvaluation {
   name: string
   displayName?: string | null
   description?: string | null
+  courseId?: string | null
   results: IStackEvaluation[]
   feedbacks?: IFeedback[] | null
   confusionFeedbacks?: DB.ConfusionTimestep[] | null
@@ -149,6 +150,7 @@ export const ActivityEvaluation = ActivityEvaluationRef.implement({
     name: t.exposeString('name'),
     displayName: t.exposeString('displayName', { nullable: true }),
     description: t.exposeString('description', { nullable: true }),
+    courseId: t.exposeString('courseId', { nullable: true }),
     results: t.expose('results', {
       type: [StackEvaluation],
     }),
diff --git a/packages/graphql/src/schema/query.ts b/packages/graphql/src/schema/query.ts
index 8b70685fb4..68b3d92d69 100644
--- a/packages/graphql/src/schema/query.ts
+++ b/packages/graphql/src/schema/query.ts
@@ -715,6 +715,14 @@ export const Query = builder.queryType({
         },
       }),
 
+      checkFeaturePreviewAvailable: asUser.field({
+        nullable: false,
+        type: 'Boolean',
+        resolve(_, __, ctx) {
+          return AccountService.checkFeaturePreviewAvailable(ctx)
+        },
+      }),
+
       checkValidCoursePin: t.field({
         nullable: true,
         type: 'String',
diff --git a/packages/graphql/src/schema/user.ts b/packages/graphql/src/schema/user.ts
index 1c2222b2f4..62aec7ebcf 100644
--- a/packages/graphql/src/schema/user.ts
+++ b/packages/graphql/src/schema/user.ts
@@ -36,6 +36,8 @@ export const User = UserRef.implement({
     }),
     catalystTier: t.exposeString('catalystTier', { nullable: true }),
 
+    featurePreview: t.exposeBoolean('featurePreview'),
+
     mediaFiles: t.expose('mediaFiles', {
       type: [MediaFileRef],
       nullable: true,
diff --git a/packages/graphql/src/services/accounts.ts b/packages/graphql/src/services/accounts.ts
index 1e2faae1af..570e8b6da0 100644
--- a/packages/graphql/src/services/accounts.ts
+++ b/packages/graphql/src/services/accounts.ts
@@ -932,6 +932,14 @@ export async function changeInitialSettings(
   return user
 }
 
+export async function checkFeaturePreviewAvailable(ctx: ContextWithUser) {
+  const user = await ctx.prisma.user.findUnique({
+    where: { id: ctx.user.sub },
+  })
+
+  return user?.featurePreview ?? false
+}
+
 async function seedDemoQuestions(ctx: ContextWithUser) {
   // create single choice demo question
   const questionSC = await ctx.prisma.element.create({
diff --git a/packages/graphql/src/services/microLearning.ts b/packages/graphql/src/services/microLearning.ts
index de14818b42..e8c80bb2ee 100644
--- a/packages/graphql/src/services/microLearning.ts
+++ b/packages/graphql/src/services/microLearning.ts
@@ -105,6 +105,7 @@ export async function getMicroLearningEvaluation(
     name: microLearning.name,
     displayName: microLearning.displayName,
     description: microLearning.description,
+    courseId: microLearning.courseId,
     results: stackEvaluation,
   }
 }
diff --git a/packages/graphql/src/services/practiceQuizzes.ts b/packages/graphql/src/services/practiceQuizzes.ts
index 2569de0193..c45b7130ea 100644
--- a/packages/graphql/src/services/practiceQuizzes.ts
+++ b/packages/graphql/src/services/practiceQuizzes.ts
@@ -136,6 +136,7 @@ export async function getPracticeQuizEvaluation(
     name: practiceQuiz.name,
     displayName: practiceQuiz.displayName,
     description: practiceQuiz.description,
+    courseId: practiceQuiz.courseId,
     results: stackEvaluation,
   }
 }
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 765bdbf4f0..5b8741e70d 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -1628,9 +1628,11 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
         'Dieser Kurs enthält keine Leaderboard-Einträge.',
       deleteLeaderboardEntries:
         '{number} Leaderboard-Einträge werden unwiderruflich gelöscht.',
+      activityAnalytics: 'Quiz Analysen',
     },
     course: {
       modifyCourse: 'Kurs bearbeiten',
+      learningAnalytics: 'Learning Analytics',
       nameWithPin: 'Kurs: {name} (PIN: {pin})',
       joinCourse: 'Kurs beitreten',
       requiredPin: 'Die für den Beitritt benötigte PIN lautet: <b>{pin}</b>',
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index bf67da5e16..fa6a687f68 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -1609,9 +1609,11 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
         'This course contains no leaderboard entries.',
       deleteLeaderboardEntries:
         '{number} leaderboard entrie(s) will be irreversibly deleted.',
+      activityAnalytics: 'Activity Analytics',
     },
     course: {
       modifyCourse: 'Modify course',
+      learningAnalytics: 'Learning Analytics',
       nameWithPin: 'Course: {name} (PIN: {pin})',
       joinCourse: 'Join course',
       requiredPin: 'The PIN required to join is: <b>{pin}</b>',
diff --git a/packages/prisma/src/prisma/migrations/20241222155228_user_feature_flag/migration.sql b/packages/prisma/src/prisma/migrations/20241222155228_user_feature_flag/migration.sql
new file mode 100644
index 0000000000..f2a2dd2d26
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20241222155228_user_feature_flag/migration.sql
@@ -0,0 +1,2 @@
+-- AlterTable
+ALTER TABLE "User" ADD COLUMN     "featurePreview" BOOLEAN NOT NULL DEFAULT false;
diff --git a/packages/prisma/src/prisma/schema/user.prisma b/packages/prisma/src/prisma/schema/user.prisma
index ac1026e0ae..77557a2546 100644
--- a/packages/prisma/src/prisma/schema/user.prisma
+++ b/packages/prisma/src/prisma/schema/user.prisma
@@ -94,6 +94,8 @@ model User {
   catalystIndividual    Boolean @default(false)
   catalystTier          String?
 
+  featurePreview Boolean @default(false)
+
   logins            UserLogin[]
   session           Session[]
   accounts          Account[]

From 1e721db621603d1275e995958f0f01a8aabca755 Mon Sep 17 00:00:00 2001
From: sjschlapbach <julius.schlapbach@gmx.net>
Date: Sun, 22 Dec 2024 20:47:44 +0100
Subject: [PATCH 31/38] fix(apps/frontend-manage): ensure that activity
 evaluation sidebar rescales during resizing

---
 .../src/components/evaluation/elements/ChoicesSidebar.tsx       | 2 +-
 .../src/components/evaluation/elements/FTSidebar.tsx            | 2 +-
 .../src/components/evaluation/elements/NRSidebar.tsx            | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/apps/frontend-manage/src/components/evaluation/elements/ChoicesSidebar.tsx b/apps/frontend-manage/src/components/evaluation/elements/ChoicesSidebar.tsx
index 2748a0323a..ae6857af16 100644
--- a/apps/frontend-manage/src/components/evaluation/elements/ChoicesSidebar.tsx
+++ b/apps/frontend-manage/src/components/evaluation/elements/ChoicesSidebar.tsx
@@ -28,7 +28,7 @@ function ChoicesSidebar({
   return (
     <div
       className={twMerge(
-        'order-1 flex flex-none flex-col justify-between overflow-hidden border-l px-4 py-2 md:order-2 md:w-64 lg:w-72 xl:w-80',
+        'order-1 flex w-full flex-none flex-col justify-between overflow-hidden px-3 py-2 md:order-2',
         textSize.text
       )}
     >
diff --git a/apps/frontend-manage/src/components/evaluation/elements/FTSidebar.tsx b/apps/frontend-manage/src/components/evaluation/elements/FTSidebar.tsx
index ff6a2d3025..61342652aa 100644
--- a/apps/frontend-manage/src/components/evaluation/elements/FTSidebar.tsx
+++ b/apps/frontend-manage/src/components/evaluation/elements/FTSidebar.tsx
@@ -23,7 +23,7 @@ function FTSidebar({ instance, textSize, showSolution, type }: FTSidebarProps) {
   return (
     <div
       className={twMerge(
-        'order-1 flex flex-none flex-col justify-between overflow-hidden border-l px-4 py-2 md:order-2 md:w-64 lg:w-72 xl:w-80',
+        'order-1 flex w-full flex-none flex-col justify-between overflow-hidden px-3 py-2 md:order-2',
         textSize.text
       )}
     >
diff --git a/apps/frontend-manage/src/components/evaluation/elements/NRSidebar.tsx b/apps/frontend-manage/src/components/evaluation/elements/NRSidebar.tsx
index 40eea70472..14a0f03c01 100644
--- a/apps/frontend-manage/src/components/evaluation/elements/NRSidebar.tsx
+++ b/apps/frontend-manage/src/components/evaluation/elements/NRSidebar.tsx
@@ -42,7 +42,7 @@ function NRSidebar({
   return (
     <div
       className={twMerge(
-        'order-1 flex flex-none flex-col justify-between overflow-hidden border-l px-4 py-2 md:order-2 md:w-64 lg:w-72 xl:w-80',
+        'order-1 flex w-full flex-none flex-col justify-between overflow-hidden px-3 py-2 md:order-2',
         textSize.text
       )}
     >

From cbfd2553f97c2050dc4affed14e03ba7d015b082 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Roland=20Schl=C3=A4fli?= <rolandschlaefli@gmail.com>
Date: Sun, 22 Dec 2024 21:33:45 +0100
Subject: [PATCH 32/38] chore: remove duplicate prisma v6 migration

---
 .../migration.sql                             | 29 -------------------
 1 file changed, 29 deletions(-)
 delete mode 100644 packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql

diff --git a/packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql b/packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql
deleted file mode 100644
index 286e3124c1..0000000000
--- a/packages/prisma/src/prisma/migrations/20241220134401_upgrade_prisma6/migration.sql
+++ /dev/null
@@ -1,29 +0,0 @@
--- AlterTable
-ALTER TABLE "_AchievementToTitle" ADD CONSTRAINT "_AchievementToTitle_AB_pkey" PRIMARY KEY ("A", "B");
-
--- DropIndex
-DROP INDEX "_AchievementToTitle_AB_unique";
-
--- AlterTable
-ALTER TABLE "_ElementStackToParticipation" ADD CONSTRAINT "_ElementStackToParticipation_AB_pkey" PRIMARY KEY ("A", "B");
-
--- DropIndex
-DROP INDEX "_ElementStackToParticipation_AB_unique";
-
--- AlterTable
-ALTER TABLE "_ElementToTag" ADD CONSTRAINT "_ElementToTag_AB_pkey" PRIMARY KEY ("A", "B");
-
--- DropIndex
-DROP INDEX "_ElementToTag_AB_unique";
-
--- AlterTable
-ALTER TABLE "_ParticipantToParticipantGroup" ADD CONSTRAINT "_ParticipantToParticipantGroup_AB_pkey" PRIMARY KEY ("A", "B");
-
--- DropIndex
-DROP INDEX "_ParticipantToParticipantGroup_AB_unique";
-
--- AlterTable
-ALTER TABLE "_ParticipantToTitle" ADD CONSTRAINT "_ParticipantToTitle_AB_pkey" PRIMARY KEY ("A", "B");
-
--- DropIndex
-DROP INDEX "_ParticipantToTitle_AB_unique";

From ebbb58147adf80ca911a2254bc43f06fa06963d6 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Mon, 23 Dec 2024 11:28:44 +0100
Subject: [PATCH 33/38] enhance(apps/analytics): add computation logic for
 participant activity performance (#4409)

---
 apps/analytics/package.json                   |  11 +-
 apps/analytics/src/modules/__init__.py        |   1 +
 .../__init__.py                               |   3 +
 .../agg_participant_activity_performance.py   |  87 +++++++++++++
 .../prepare_participant_activity_data.py      |  74 +++++++++++
 .../save_participant_activity_performance.py  |  35 +++++
 .../participant_activity_performance.ipynb    | 123 ++++++++++++++++++
 .../src/notebooks/participant_analytics.ipynb |   6 +-
 .../migration.sql                             |  26 ++++
 .../prisma/src/prisma/schema/analytics.prisma |  19 +++
 .../src/prisma/schema/participant.prisma      |  37 +++---
 packages/prisma/src/prisma/schema/quiz.prisma |  18 +--
 12 files changed, 410 insertions(+), 30 deletions(-)
 create mode 100644 apps/analytics/src/modules/participant_activity_performance/__init__.py
 create mode 100644 apps/analytics/src/modules/participant_activity_performance/agg_participant_activity_performance.py
 create mode 100644 apps/analytics/src/modules/participant_activity_performance/prepare_participant_activity_data.py
 create mode 100644 apps/analytics/src/modules/participant_activity_performance/save_participant_activity_performance.py
 create mode 100644 apps/analytics/src/notebooks/participant_activity_performance.ipynb
 create mode 100644 packages/prisma/src/prisma/migrations/20241223092511_participant_activity_performance/migration.sql

diff --git a/apps/analytics/package.json b/apps/analytics/package.json
index 9541005ca9..6eb28395ea 100644
--- a/apps/analytics/package.json
+++ b/apps/analytics/package.json
@@ -8,6 +8,15 @@
   "scripts": {
     "dev": "doppler run --config dev -- nodemon --exec 'poetry run poe main' --watch src,prisma --ext py,prisma",
     "generate": "poetry run poe generate",
-    "main": "doppler run --config dev -- poetry run poe main"
+    "main": "doppler run --config dev -- poetry run poe main",
+    "script": "doppler run --config dev -- poetry run python -m",
+    "script:prod": "doppler run --config prd -- poetry run python -m",
+    "script:qa": "doppler run --config qa -- poetry run python -m"
+  },
+  "engines": {
+    "node": "=20"
+  },
+  "volta": {
+    "extends": "../../package.json"
   }
 }
diff --git a/apps/analytics/src/modules/__init__.py b/apps/analytics/src/modules/__init__.py
index d7730fcebb..8f8ee5f6fe 100644
--- a/apps/analytics/src/modules/__init__.py
+++ b/apps/analytics/src/modules/__init__.py
@@ -5,3 +5,4 @@
 from .participant_performance import *
 from .instance_activity_performance import *
 from .activity_progress import *
+from .participant_activity_performance import *
diff --git a/apps/analytics/src/modules/participant_activity_performance/__init__.py b/apps/analytics/src/modules/participant_activity_performance/__init__.py
new file mode 100644
index 0000000000..5cd9647697
--- /dev/null
+++ b/apps/analytics/src/modules/participant_activity_performance/__init__.py
@@ -0,0 +1,3 @@
+from .prepare_participant_activity_data import prepare_participant_activity_data
+from .save_participant_activity_performance import save_participant_activity_performance
+from .agg_participant_activity_performance import agg_participant_activity_performance
diff --git a/apps/analytics/src/modules/participant_activity_performance/agg_participant_activity_performance.py b/apps/analytics/src/modules/participant_activity_performance/agg_participant_activity_performance.py
new file mode 100644
index 0000000000..3812c936d0
--- /dev/null
+++ b/apps/analytics/src/modules/participant_activity_performance/agg_participant_activity_performance.py
@@ -0,0 +1,87 @@
+import pandas as pd
+from .save_participant_activity_performance import save_participant_activity_performance
+
+
+def agg_participant_activity_performance(
+    db, df_responses, df_activities, participant_ids
+):
+    # group the responses by participantId and activityId, sum up the totalScore and add a count for the number of responses
+    df_responses_grouped = (
+        df_responses.groupby(["participantId", "activityId"])
+        .agg(
+            totalScore=("totalScore", "sum"),
+            trialsCount=("trialsCount", "sum"),
+            responseCount=("totalScore", "count"),
+        )
+        .reset_index()
+    )
+
+    # iterate over all activities and participants in the course to create the corresponding entries
+    for idx, activity in df_activities.iterrows():
+        # setup dataframe to track participant activity performance
+        df_activity_performance = pd.DataFrame(
+            columns=[
+                "participantId",
+                "activityId",
+                "activityType",
+                "totalScore",
+                "completion",
+            ]
+        )
+
+        for participant_id in participant_ids:
+            # get the responses for the current participant and activity
+            response = df_responses_grouped[
+                (df_responses_grouped["participantId"] == participant_id)
+                & (df_responses_grouped["activityId"] == activity["id"])
+            ]
+
+            # if no entry exists in the grouped responses table, create a new entry with zero values
+            if response.empty:
+                df_activity_performance = pd.concat(
+                    [
+                        df_activity_performance,
+                        pd.DataFrame(
+                            [
+                                {
+                                    "participantId": participant_id,
+                                    "activityId": activity["id"],
+                                    "activityType": activity["type"],
+                                    "totalScore": 0,
+                                    "completion": 0,
+                                }
+                            ]
+                        ),
+                    ],
+                    ignore_index=True,
+                )
+
+            else:
+                # calculate the completion rate
+                completion = (
+                    response["responseCount"].iloc[0] / activity["instanceCount"]
+                )
+
+                # add a new row to the results dataframe
+                df_activity_performance = pd.concat(
+                    [
+                        df_activity_performance,
+                        pd.DataFrame(
+                            [
+                                {
+                                    "participantId": participant_id,
+                                    "activityId": activity["id"],
+                                    "activityType": activity["type"],
+                                    "totalScore": response["totalScore"].iloc[0],
+                                    "completion": completion,
+                                }
+                            ]
+                        ),
+                    ],
+                    ignore_index=True,
+                )
+
+        # store the results in the database
+        save_participant_activity_performance(
+            db, df_activity_performance, activity["type"]
+        )
diff --git a/apps/analytics/src/modules/participant_activity_performance/prepare_participant_activity_data.py b/apps/analytics/src/modules/participant_activity_performance/prepare_participant_activity_data.py
new file mode 100644
index 0000000000..09ed50f19e
--- /dev/null
+++ b/apps/analytics/src/modules/participant_activity_performance/prepare_participant_activity_data.py
@@ -0,0 +1,74 @@
+import pandas as pd
+
+
+def prepare_participant_activity_data(db, course_id: str):
+    # fetch all asynchronous activities in the course alongside their question responses
+    course = db.course.find_first(
+        where={
+            "id": course_id,
+        },
+        include={
+            "practiceQuizzes": {
+                "where": {"status": {"in": ["PUBLISHED", "ENDED", "GRADED"]}},
+                "include": {
+                    "stacks": {
+                        "include": {"elements": {"include": {"responses": True}}}
+                    }
+                },
+            },
+            "microLearnings": {
+                "where": {"status": {"in": ["PUBLISHED", "ENDED", "GRADED"]}},
+                "include": {
+                    "stacks": {
+                        "include": {"elements": {"include": {"responses": True}}}
+                    }
+                },
+            },
+            "participations": {"include": {"participant": True}},
+        },
+    )
+
+    # convert prisma object to python dictionary
+    course_dict = course.dict()
+
+    # combine the activities into a single dataframe for easier processing
+    df_activities = pd.concat(
+        [
+            pd.DataFrame(
+                [
+                    {
+                        "id": activity["id"],
+                        "type": activity_type,
+                        "instanceCount": sum(
+                            len(stack["elements"]) for stack in activity["stacks"]
+                        ),
+                    }
+                    for activity in course_dict[activity_type]
+                ]
+            )
+            for activity_type in ["practiceQuizzes", "microLearnings"]
+        ],
+        ignore_index=True,
+    )
+
+    # get a list of all participant ids
+    participant_ids = [p["participantId"] for p in course_dict["participations"]]
+
+    # extract a list of all responses and add the activityId as a column, drop the stackId
+    responses = []
+    for activity in course_dict["practiceQuizzes"] + course_dict["microLearnings"]:
+        for stack in activity["stacks"]:
+            for element in stack["elements"]:
+                for response in element["responses"]:
+                    responses.append(
+                        {
+                            "activityId": activity["id"],
+                            "participantId": response["participantId"],
+                            "elementId": element["id"],
+                            "totalScore": response["totalScore"],
+                            "trialsCount": response["trialsCount"],
+                        }
+                    )
+    df_responses = pd.DataFrame(responses)
+
+    return df_activities, df_responses, participant_ids
diff --git a/apps/analytics/src/modules/participant_activity_performance/save_participant_activity_performance.py b/apps/analytics/src/modules/participant_activity_performance/save_participant_activity_performance.py
new file mode 100644
index 0000000000..46b1fd4921
--- /dev/null
+++ b/apps/analytics/src/modules/participant_activity_performance/save_participant_activity_performance.py
@@ -0,0 +1,35 @@
+def save_participant_activity_performance(db, df_activity_performance, activity_type):
+    for _, row in df_activity_performance.iterrows():
+        creation_values = {
+            "totalScore": row["totalScore"],
+            "completion": row["completion"],
+            "participant": {"connect": {"id": row["participantId"]}},
+        }
+        update_values = {
+            "totalScore": row["totalScore"],
+            "completion": row["completion"],
+        }
+
+        if activity_type == "practiceQuizzes":
+            creation_values["practiceQuiz"] = {"connect": {"id": row["activityId"]}}
+            db.participantactivityperformance.upsert(
+                where={
+                    "participantId_practiceQuizId": {
+                        "participantId": row["participantId"],
+                        "practiceQuizId": row["activityId"],
+                    }
+                },
+                data={"create": creation_values, "update": update_values},
+            )
+
+        elif activity_type == "microLearnings":
+            creation_values["microLearning"] = {"connect": {"id": row["activityId"]}}
+            db.participantactivityperformance.upsert(
+                where={
+                    "participantId_microLearningId": {
+                        "participantId": row["participantId"],
+                        "microLearningId": row["activityId"],
+                    }
+                },
+                data={"create": creation_values, "update": update_values},
+            )
diff --git a/apps/analytics/src/notebooks/participant_activity_performance.ipynb b/apps/analytics/src/notebooks/participant_activity_performance.ipynb
new file mode 100644
index 0000000000..abf5b312c7
--- /dev/null
+++ b/apps/analytics/src/notebooks/participant_activity_performance.ipynb
@@ -0,0 +1,123 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Preparation\n",
+    "\n",
+    "This script computes the activity-specific participant analytics, which cover the total number of points that were computed for the answers submitted by a participant in an activity, as well as the completion fraction. The latter is computed as the number of question responses vs. the number of available instances (does not exceed 100% in case of repetitions)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "from datetime import datetime\n",
+    "from prisma import Prisma\n",
+    "import pandas as pd\n",
+    "\n",
+    "# set the python path correctly for module imports to work\n",
+    "import sys\n",
+    "\n",
+    "sys.path.append(\"../../\")\n",
+    "\n",
+    "from src.modules.participant_course_analytics.get_running_past_courses import (\n",
+    "    get_running_past_courses,\n",
+    ")\n",
+    "from src.modules.participant_activity_performance.prepare_participant_activity_data import (\n",
+    "    prepare_participant_activity_data,\n",
+    ")\n",
+    "from src.modules.participant_activity_performance.agg_participant_activity_performance import (\n",
+    "    agg_participant_activity_performance,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db = Prisma()\n",
+    "\n",
+    "# set the environment variable DATABASE_URL to the connection string of your database\n",
+    "os.environ[\"DATABASE_URL\"] = \"postgresql://klicker:klicker@localhost:5432/klicker-prod\"\n",
+    "db.connect()\n",
+    "\n",
+    "# Script settings\n",
+    "verbose = False"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Compute Performance Data\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# find all courses that started in the past\n",
+    "df_courses = get_running_past_courses(db)\n",
+    "\n",
+    "# iterate over all courses and compute the participant course analytics\n",
+    "for idx, base_course in df_courses.iterrows():\n",
+    "    print(\n",
+    "        f\"Processing course\", idx, \"of\", len(df_courses), \"with id\", base_course[\"id\"]\n",
+    "    )\n",
+    "\n",
+    "    df_activities, df_responses, participant_ids = prepare_participant_activity_data(\n",
+    "        db, base_course[\"id\"]\n",
+    "    )\n",
+    "\n",
+    "    # if no responses were submitted, skip the course\n",
+    "    if df_responses.empty:\n",
+    "        continue\n",
+    "\n",
+    "    # aggregate participant activity performance data and store in the corresponding database table\n",
+    "    agg_participant_activity_performance(\n",
+    "        db, df_responses, df_activities, participant_ids\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "db.disconnect()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "analytics-fkWWeYLw-py3.12",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/apps/analytics/src/notebooks/participant_analytics.ipynb b/apps/analytics/src/notebooks/participant_analytics.ipynb
index 98d73a8289..8cdd75dc11 100644
--- a/apps/analytics/src/notebooks/participant_analytics.ipynb
+++ b/apps/analytics/src/notebooks/participant_analytics.ipynb
@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -34,7 +34,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -168,7 +168,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/packages/prisma/src/prisma/migrations/20241223092511_participant_activity_performance/migration.sql b/packages/prisma/src/prisma/migrations/20241223092511_participant_activity_performance/migration.sql
new file mode 100644
index 0000000000..887e742571
--- /dev/null
+++ b/packages/prisma/src/prisma/migrations/20241223092511_participant_activity_performance/migration.sql
@@ -0,0 +1,26 @@
+-- CreateTable
+CREATE TABLE "ParticipantActivityPerformance" (
+    "id" SERIAL NOT NULL,
+    "totalScore" INTEGER NOT NULL,
+    "completion" REAL NOT NULL,
+    "participantId" UUID NOT NULL,
+    "practiceQuizId" UUID,
+    "microLearningId" UUID,
+
+    CONSTRAINT "ParticipantActivityPerformance_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "ParticipantActivityPerformance_participantId_practiceQuizId_key" ON "ParticipantActivityPerformance"("participantId", "practiceQuizId");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "ParticipantActivityPerformance_participantId_microLearningI_key" ON "ParticipantActivityPerformance"("participantId", "microLearningId");
+
+-- AddForeignKey
+ALTER TABLE "ParticipantActivityPerformance" ADD CONSTRAINT "ParticipantActivityPerformance_participantId_fkey" FOREIGN KEY ("participantId") REFERENCES "Participant"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ParticipantActivityPerformance" ADD CONSTRAINT "ParticipantActivityPerformance_practiceQuizId_fkey" FOREIGN KEY ("practiceQuizId") REFERENCES "PracticeQuiz"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "ParticipantActivityPerformance" ADD CONSTRAINT "ParticipantActivityPerformance_microLearningId_fkey" FOREIGN KEY ("microLearningId") REFERENCES "MicroLearning"("id") ON DELETE CASCADE ON UPDATE CASCADE;
diff --git a/packages/prisma/src/prisma/schema/analytics.prisma b/packages/prisma/src/prisma/schema/analytics.prisma
index 4c6449057e..090053cf4c 100644
--- a/packages/prisma/src/prisma/schema/analytics.prisma
+++ b/packages/prisma/src/prisma/schema/analytics.prisma
@@ -248,6 +248,25 @@ model ActivityPerformance {
   updatedAt DateTime @updatedAt
 }
 
+model ParticipantActivityPerformance {
+  id Int @id @default(autoincrement())
+
+  totalScore Int // total score of the participant in this activity (sum of all instance scores)
+  completion Float @db.Real // fraction of instances completed (answered at least once) by the participant
+
+  participant   Participant @relation(fields: [participantId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  participantId String      @db.Uuid
+
+  practiceQuiz   PracticeQuiz? @relation(fields: [practiceQuizId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  practiceQuizId String?       @db.Uuid
+
+  microLearning   MicroLearning? @relation(fields: [microLearningId], references: [id], onDelete: Cascade, onUpdate: Cascade)
+  microLearningId String?        @db.Uuid
+
+  @@unique([participantId, practiceQuizId])
+  @@unique([participantId, microLearningId])
+}
+
 model ActivityProgress {
   id Int @id @default(autoincrement())
 
diff --git a/packages/prisma/src/prisma/schema/participant.prisma b/packages/prisma/src/prisma/schema/participant.prisma
index 246a1acaa5..62659c85d4 100644
--- a/packages/prisma/src/prisma/schema/participant.prisma
+++ b/packages/prisma/src/prisma/schema/participant.prisma
@@ -33,24 +33,25 @@ model Participant {
 
   locale Locale @default(en)
 
-  participantGroups          ParticipantGroup[]
-  accounts                   ParticipantAccount[]
-  participations             Participation[]
-  questionResponses          QuestionResponse[]
-  detailQuestionResponses    QuestionResponseDetail[]
-  feedbacks                  Feedback[]
-  elementFeedbacks           ElementFeedback[]
-  leaderboards               LeaderboardEntry[]
-  subscriptions              PushSubscription[]
-  clueAssignments            GroupActivityClueAssignment[]
-  awards                     AwardEntry[]
-  achievements               ParticipantAchievementInstance[]
-  titles                     Title[]
-  participantAnalytics       ParticipantAnalytics[]
-  participantCourseAnalytics ParticipantCourseAnalytics[]
-  coursePerformances         ParticipantPerformance[]
-  groupAssignmentPoolEntries GroupAssignmentPoolEntry[]
-  messages                   GroupMessage[]
+  participantGroups               ParticipantGroup[]
+  accounts                        ParticipantAccount[]
+  participations                  Participation[]
+  questionResponses               QuestionResponse[]
+  detailQuestionResponses         QuestionResponseDetail[]
+  feedbacks                       Feedback[]
+  elementFeedbacks                ElementFeedback[]
+  leaderboards                    LeaderboardEntry[]
+  subscriptions                   PushSubscription[]
+  clueAssignments                 GroupActivityClueAssignment[]
+  awards                          AwardEntry[]
+  achievements                    ParticipantAchievementInstance[]
+  titles                          Title[]
+  participantAnalytics            ParticipantAnalytics[]
+  participantCourseAnalytics      ParticipantCourseAnalytics[]
+  participantActivityPerformances ParticipantActivityPerformance[]
+  coursePerformances              ParticipantPerformance[]
+  groupAssignmentPoolEntries      GroupAssignmentPoolEntry[]
+  messages                        GroupMessage[]
 
   createdAt DateTime @default(now())
   updatedAt DateTime @updatedAt
diff --git a/packages/prisma/src/prisma/schema/quiz.prisma b/packages/prisma/src/prisma/schema/quiz.prisma
index de5d835cee..4db5342448 100644
--- a/packages/prisma/src/prisma/schema/quiz.prisma
+++ b/packages/prisma/src/prisma/schema/quiz.prisma
@@ -29,10 +29,11 @@ model PracticeQuiz {
 
   stacks ElementStack[]
 
-  responses       QuestionResponse[]
-  responseDetails QuestionResponseDetail[]
-  performance     ActivityPerformance?
-  progress        ActivityProgress?
+  responses               QuestionResponse[]
+  responseDetails         QuestionResponseDetail[]
+  participantPerformances ParticipantActivityPerformance[]
+  performance             ActivityPerformance?
+  progress                ActivityProgress?
 
   startedCount   Int @default(0) // >= completedCount (at least one answer given to quiz)
   completedCount Int @default(0) // >= repeatedCount (every instance answered at least once)
@@ -213,10 +214,11 @@ model MicroLearning {
 
   stacks ElementStack[]
 
-  responses       QuestionResponse[]
-  responseDetails QuestionResponseDetail[]
-  performance     ActivityPerformance?
-  progress        ActivityProgress?
+  responses               QuestionResponse[]
+  responseDetails         QuestionResponseDetail[]
+  participantPerformances ParticipantActivityPerformance[]
+  performance             ActivityPerformance?
+  progress                ActivityProgress?
 
   startedCount   Int @default(0) // >= completedCount (at least one answer given to quiz)
   completedCount Int @default(0) // (every instance answered at least once)

From 593cef67c8d6674fde37f8a7fc405e21361b19a0 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Mon, 23 Dec 2024 13:28:34 +0100
Subject: [PATCH 34/38] chore(apps/analytics): create executable python scripts
 for initial learning analytics computation (#4410)

---
 apps/analytics/src/__init__.py                |   1 +
 .../0_initial_participant_analytics.py        | 120 ++++++++++++++++++
 .../scripts/1_initial_aggregated_analytics.py | 101 +++++++++++++++
 .../2_initial_aggregated_course_analytics.py  |  38 ++++++
 ...3_initial_instance_activity_performance.py |  91 +++++++++++++
 .../4_initial_participant_performance.py      |  57 +++++++++
 .../5_initial_participant_course_analytics.py |  60 +++++++++
 .../scripts/6_initial_activity_progress.py    |  79 ++++++++++++
 .../7_participant_activity_performance.py     |  56 ++++++++
 apps/analytics/src/scripts/__init__.py        |   0
 10 files changed, 603 insertions(+)
 create mode 100644 apps/analytics/src/scripts/0_initial_participant_analytics.py
 create mode 100644 apps/analytics/src/scripts/1_initial_aggregated_analytics.py
 create mode 100644 apps/analytics/src/scripts/2_initial_aggregated_course_analytics.py
 create mode 100644 apps/analytics/src/scripts/3_initial_instance_activity_performance.py
 create mode 100644 apps/analytics/src/scripts/4_initial_participant_performance.py
 create mode 100644 apps/analytics/src/scripts/5_initial_participant_course_analytics.py
 create mode 100644 apps/analytics/src/scripts/6_initial_activity_progress.py
 create mode 100644 apps/analytics/src/scripts/7_participant_activity_performance.py
 create mode 100644 apps/analytics/src/scripts/__init__.py

diff --git a/apps/analytics/src/__init__.py b/apps/analytics/src/__init__.py
index 62529e8970..064d4ea387 100644
--- a/apps/analytics/src/__init__.py
+++ b/apps/analytics/src/__init__.py
@@ -1,2 +1,3 @@
 from .modules import *
 from .notebooks import *
+from .scripts import *
diff --git a/apps/analytics/src/scripts/0_initial_participant_analytics.py b/apps/analytics/src/scripts/0_initial_participant_analytics.py
new file mode 100644
index 0000000000..3c6438620c
--- /dev/null
+++ b/apps/analytics/src/scripts/0_initial_participant_analytics.py
@@ -0,0 +1,120 @@
+# This script computes the participant analytics for a given time range
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+import os
+import json
+from datetime import datetime
+from prisma import Prisma
+import pandas as pd
+
+# set the python path correctly for module imports to work
+import sys
+
+sys.path.append("../../")
+
+from src.modules.participant_analytics.compute_participant_analytics import (
+    compute_participant_analytics,
+)
+from src.modules.participant_analytics.compute_participant_course_analytics import (
+    compute_participant_course_analytics,
+)
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+# Settings which analytics to compute
+compute_daily = True
+compute_weekly = True
+compute_monthly = True
+compute_course = True
+
+# ! Compute daily / weekly / monthly analytics
+# Print all dates between the 2022-10-23 and today
+start_date = "2022-10-23"
+end_date = datetime.now().strftime("%Y-%m-%d")
+date_range_daily = pd.date_range(start=start_date, end=end_date, freq="D")
+date_range_weekly = pd.date_range(start=start_date, end=end_date, freq="W")
+date_range_monthly = pd.date_range(start=start_date, end=end_date, freq="ME")
+
+if compute_daily:
+    # Iterate over the date range and compute the participant analytics for each day
+    for curr_date in date_range_daily:
+        print(
+            f"Computing daily participant analytics for {curr_date.strftime('%Y-%m-%d')}"
+        )
+        specific_date = curr_date.strftime("%Y-%m-%d")
+
+        # Fetch all question response detail entries for a specific day
+        start_date = specific_date + "T00:00:00.000Z"
+        end_date = specific_date + "T23:59:59.999Z"
+
+        # Compute participant analytics for a specific day
+        timestamp = start_date
+        compute_participant_analytics(
+            db, start_date, end_date, timestamp, "DAILY", verbose
+        )
+
+if compute_weekly:
+    # Iterate over the date range and compute the participant analytics for each week
+    for curr_date in date_range_weekly:
+        # Fetch all question response detail entries for a specific week
+        end_date = curr_date.strftime("%Y-%m-%d") + "T23:59:59.999Z"
+        start_date = (curr_date - pd.DateOffset(days=6)).strftime(
+            "%Y-%m-%d"
+        ) + "T00:00:00.000Z"
+        print(f"Computing weekly participant analytics for {start_date} to {end_date}")
+
+        # Compute participant analytics for a specific week
+        timestamp = end_date
+        compute_participant_analytics(
+            db, start_date, end_date, timestamp, "WEEKLY", verbose
+        )
+
+if compute_monthly:
+    # Iterate over the date range and compute the participant analytics for each month
+    for curr_date in date_range_monthly:
+        # Fetch all question response detail entries for a specific month
+        end_date = curr_date.strftime("%Y-%m-%d") + "T23:59:59.999Z"
+        start_date = (curr_date - pd.offsets.MonthBegin(1)).strftime(
+            "%Y-%m-%d"
+        ) + "T00:00:00.000Z"
+        print(f"Computing monthly participant analytics for {start_date} to {end_date}")
+
+        # Compute participant analytics for a specific month
+        timestamp = end_date
+        compute_participant_analytics(
+            db, start_date, end_date, timestamp, "MONTHLY", verbose
+        )
+
+# ! Compute course analytics
+# Fetch all ongoing / past courses
+if compute_course:
+    curr_date = datetime.now().strftime("%Y-%m-%d")
+    courses = db.course.find_many(
+        where={
+            # Incremental scripts can add this statement to reduce the amount of required computations
+            # 'endDate': {
+            #     'gt': datetime.now().strftime('%Y-%m-%d') + 'T00:00:00.000Z'
+            # }
+            "startDate": {"lte": curr_date + "T23:59:59.999Z"},
+        }
+    )
+
+    df_courses = pd.DataFrame(list(map(lambda x: x.dict(), courses)))
+    print(
+        "Found {} courses with a start date before {}".format(
+            len(df_courses), curr_date
+        )
+    )
+
+    courses_without_responses = compute_participant_course_analytics(
+        db, df_courses, verbose
+    )
+
+    print("Found {} courses without any responses".format(courses_without_responses))
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/1_initial_aggregated_analytics.py b/apps/analytics/src/scripts/1_initial_aggregated_analytics.py
new file mode 100644
index 0000000000..ad30a8db31
--- /dev/null
+++ b/apps/analytics/src/scripts/1_initial_aggregated_analytics.py
@@ -0,0 +1,101 @@
+# This script computes the aggregated analytics on course level for a given date range
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+import os
+import json
+from datetime import datetime
+from prisma import Prisma
+import pandas as pd
+
+# set the python path correctly for module imports to work
+import sys
+
+sys.path.append("../../")
+
+from src.modules.aggregated_analytics.compute_aggregated_analytics import (
+    compute_aggregated_analytics,
+)
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+# Settings which analytics to compute
+compute_daily = True
+compute_weekly = True
+compute_monthly = True
+compute_course = True
+
+start_date = "2021-01-01"
+end_date = datetime.now().strftime("%Y-%m-%d")
+date_range_daily = pd.date_range(start=start_date, end=end_date, freq="D")
+date_range_weekly = pd.date_range(start=start_date, end=end_date, freq="W")
+date_range_monthly = pd.date_range(start=start_date, end=end_date, freq="ME")
+
+if compute_daily:
+    # Iterate over the date range and compute the participant analytics for each day
+    for curr_date in date_range_daily:
+        # determine day start and end dates required for aggregation
+        specific_date = curr_date.strftime("%Y-%m-%d")
+        day_start = specific_date + "T00:00:00.000Z"
+        day_end = specific_date + "T23:59:59.999Z"
+        print(f"Computing daily aggregated analytics (course) for {specific_date}")
+
+        # compute aggregated analytics for a specific day
+        timestamp = day_start
+        compute_aggregated_analytics(
+            db, day_start, day_end, timestamp, "DAILY", verbose
+        )
+
+
+if compute_weekly:
+    # Iterate over the date range and compute the participant analytics for each week
+    for curr_date in date_range_weekly:
+        # determine week start and end dates required for aggregation
+        week_end = curr_date.strftime("%Y-%m-%d") + "T23:59:59.999Z"
+        week_start = (curr_date - pd.DateOffset(days=6)).strftime(
+            "%Y-%m-%d"
+        ) + "T00:00:00.000Z"
+        print(
+            f"Computing weekly aggregated analytics (course) for {week_start } to {week_end }"
+        )
+
+        # compute aggregated analytics for a specific week
+        timestamp = week_end
+        compute_aggregated_analytics(
+            db, week_start, week_end, timestamp, "WEEKLY", verbose
+        )
+
+
+if compute_monthly:
+    # Iterate over the date range and compute the participant analytics for each month
+    for curr_date in date_range_monthly:
+        # determine month start and end dates required for aggregation
+        month_end = curr_date.strftime("%Y-%m-%d") + "T23:59:59.999Z"
+        month_start = (curr_date - pd.offsets.MonthBegin(1)).strftime(
+            "%Y-%m-%d"
+        ) + "T00:00:00.000Z"
+        print(
+            f"Computing monthly aggregated analytics (course) for {month_start } to {month_end }"
+        )
+
+        # compute aggregated analytics for a specific month
+        timestamp = month_end
+        compute_aggregated_analytics(
+            db, month_start, month_end, timestamp, "MONTHLY", verbose
+        )
+
+
+if compute_course:
+    print(f"Computing course-wide aggregated analytics")
+
+    # compute aggregated analytics over entire course based on corresponding participant analytics
+    # (a constant timestamp is used here, since the data combination has to be unique
+    # during querying, but only one entry per course is available by definition)
+    timestamp = "1970-01-01T00:00:00.000Z"
+    compute_aggregated_analytics(db, timestamp, timestamp, timestamp, "COURSE", verbose)
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/2_initial_aggregated_course_analytics.py b/apps/analytics/src/scripts/2_initial_aggregated_course_analytics.py
new file mode 100644
index 0000000000..a19bbc0ed0
--- /dev/null
+++ b/apps/analytics/src/scripts/2_initial_aggregated_course_analytics.py
@@ -0,0 +1,38 @@
+# This script computes the aggregated course analytics
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+import os
+from prisma import Prisma
+import pandas as pd
+
+# set the python path correctly for module imports to work
+import sys
+
+sys.path.append("../../")
+
+from src.modules.participant_course_analytics.get_running_past_courses import (
+    get_running_past_courses,
+)
+from src.modules.aggregated_course_analytics.compute_weekday_activity import (
+    compute_weekday_activity,
+)
+
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+# find all courses that started in the past
+df_courses = get_running_past_courses(db)
+
+# iterate over all courses and compute the participant course analytics
+for idx, course in df_courses.iterrows():
+    print(f"Processing course", idx, "of", len(df_courses), "with id", course["id"])
+
+    # computation of activity per weekday
+    compute_weekday_activity(db, course)
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/3_initial_instance_activity_performance.py b/apps/analytics/src/scripts/3_initial_instance_activity_performance.py
new file mode 100644
index 0000000000..e2742e37dd
--- /dev/null
+++ b/apps/analytics/src/scripts/3_initial_instance_activity_performance.py
@@ -0,0 +1,91 @@
+# This script computes the instance activity performance analytics
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+import os
+import json
+from datetime import datetime
+from prisma import Prisma
+import pandas as pd
+import sys
+
+# set the python path correctly for module imports to work
+sys.path.append("../../")
+
+from src.modules.participant_course_analytics.get_running_past_courses import (
+    get_running_past_courses,
+)
+from src.modules.instance_activity_performance.get_course_activities import (
+    get_course_activities,
+)
+from src.modules.instance_activity_performance.compute_instance_performance import (
+    compute_instance_performance,
+)
+from src.modules.instance_activity_performance.agg_activity_performance import (
+    agg_activity_performance,
+)
+from src.modules.instance_activity_performance.save_instance_performances import (
+    save_instance_performances,
+)
+from src.modules.instance_activity_performance.save_activity_performance import (
+    save_activity_performance,
+)
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+# Fetch all courses from the database
+df_courses = get_running_past_courses(db)
+
+# Iterate over the course and fetch all question responses linked to it
+for idx, course in df_courses.iterrows():
+    course_id = course["id"]
+    print(f"Processing course", idx, "of", len(df_courses), "with id", course_id)
+
+    # fetch all practice quizzes and microlearnings linked to the course
+    pqs, mls = get_course_activities(db, course_id)
+
+    for quiz in pqs:
+        # compute instance performances
+        df_instance_performance = compute_instance_performance(db, quiz)
+
+        # if no instances with values were found, skip the activity
+        if df_instance_performance.empty:
+            continue
+
+        # compute the activity performance by aggregating the all instance performances
+        activity_performance = agg_activity_performance(df_instance_performance)
+
+        # save instance performance data
+        save_instance_performances(db, df_instance_performance, course_id)
+
+        # save activity performance data
+        save_activity_performance(
+            db, activity_performance, course_id, practice_quiz_id=quiz["id"]
+        )
+
+    for ml in mls:
+        # compute instance performances
+        df_instance_performance = compute_instance_performance(db, ml, total_only=True)
+
+        # if no instances with values were found, skip the activity
+        if df_instance_performance.empty:
+            continue
+
+        # compute the activity performance by aggregating the all instance performances
+        activity_performance = agg_activity_performance(df_instance_performance)
+
+        # save instance performance data
+        save_instance_performances(
+            db, df_instance_performance, course_id, total_only=True
+        )
+
+        # save activity performance data
+        save_activity_performance(
+            db, activity_performance, course_id, microlearning_id=ml["id"]
+        )
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/4_initial_participant_performance.py b/apps/analytics/src/scripts/4_initial_participant_performance.py
new file mode 100644
index 0000000000..0959f994c6
--- /dev/null
+++ b/apps/analytics/src/scripts/4_initial_participant_performance.py
@@ -0,0 +1,57 @@
+# This script computes the initial participant performance analytics
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+import os
+from prisma import Prisma
+import pandas as pd
+import sys
+
+# set the python path correctly for module imports to work
+sys.path.append("../../")
+
+from src.modules.participant_course_analytics.get_running_past_courses import (
+    get_running_past_courses,
+)
+from src.modules.participant_performance.compute_response_error_rates import (
+    compute_response_error_rates,
+)
+from src.modules.participant_performance.compute_performance_levels import (
+    compute_performance_levels,
+)
+from src.modules.participant_performance.save_participant_performance import (
+    save_participant_performance,
+)
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+
+# Fetch all courses from the database
+df_courses = get_running_past_courses(db)
+
+# Iterate over the course and fetch all question responses linked to it
+for idx, course in df_courses.iterrows():
+    course_id = course["id"]
+    print(f"Processing course", idx, "of", len(df_courses), "with id", course_id)
+
+    # fetch all question responses linked to this course
+    question_responses = db.questionresponse.find_many(where={"courseId": course_id})
+    df_responses = pd.DataFrame(list(map(lambda x: x.dict(), question_responses)))
+
+    # if no responses are linked to the course, skip the iteration
+    if df_responses.empty:
+        print("No responses linked to course", course_id)
+        continue
+
+    df_performance = compute_response_error_rates(df_responses)
+    df_performance = compute_performance_levels(df_performance)
+
+    # store computed performance analytics in the corresponding database table
+    save_participant_performance(db, df_performance, course_id)
+
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/5_initial_participant_course_analytics.py b/apps/analytics/src/scripts/5_initial_participant_course_analytics.py
new file mode 100644
index 0000000000..269395ba8e
--- /dev/null
+++ b/apps/analytics/src/scripts/5_initial_participant_course_analytics.py
@@ -0,0 +1,60 @@
+# This script computes the participant course analytics
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+
+import os
+import json
+from datetime import datetime
+from prisma import Prisma
+import pandas as pd
+
+# set the python path correctly for module imports to work
+import sys
+
+sys.path.append("../../")
+
+from src.modules.participant_course_analytics.get_running_past_courses import (
+    get_running_past_courses,
+)
+from src.modules.participant_course_analytics.get_active_weeks import get_active_weeks
+from src.modules.participant_course_analytics.compute_participant_activity import (
+    compute_participant_activity,
+)
+from src.modules.participant_course_analytics.save_participant_course_analytics import (
+    save_participant_course_analytics,
+)
+
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+
+# find all courses that started in the past
+df_courses = get_running_past_courses(db)
+
+# iterate over all courses and compute the participant course analytics
+for idx, course in df_courses.iterrows():
+    print(f"Processing course", idx, "of", len(df_courses), "with id", course["id"])
+
+    # compute the number of active weeks per participant and activity level
+    df_activity = get_active_weeks(db, course)
+
+    # if the dataframe is empty, no participant was active in the course and the course should be skipped
+    if df_activity.empty:
+        print("No participant was active in the course, skipping")
+        continue
+
+    # compute the number of active days per week and mean elements per day
+    df_activity = compute_participant_activity(
+        db, df_activity, course["id"], course["startDate"], course["endDate"]
+    )
+
+    # store the computed participant course analytics
+    save_participant_course_analytics(db, df_activity)
+
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/6_initial_activity_progress.py b/apps/analytics/src/scripts/6_initial_activity_progress.py
new file mode 100644
index 0000000000..a575e501ad
--- /dev/null
+++ b/apps/analytics/src/scripts/6_initial_activity_progress.py
@@ -0,0 +1,79 @@
+# This script computes the activity progress analytics
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+import os
+from prisma import Prisma
+import pandas as pd
+import sys
+
+# set the python path correctly for module imports to work
+sys.path.append("../../")
+
+from src.modules.participant_course_analytics.get_running_past_courses import (
+    get_running_past_courses,
+)
+from src.modules.activity_progress.get_course_progress_activities import (
+    get_course_progress_activities,
+)
+from src.modules.activity_progress.compute_progress_counts import (
+    compute_progress_counts,
+)
+from src.modules.activity_progress.save_practice_quiz_progress import (
+    save_practice_quiz_progress,
+)
+from src.modules.activity_progress.save_microlearning_progress import (
+    save_microlearning_progress,
+)
+
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+
+# Fetch all courses from the database
+df_courses = get_running_past_courses(db)
+
+# Iterate over the course and fetch all question responses linked to it
+for idx, course in df_courses.iterrows():
+    course_id = course["id"]
+    print(f"Processing course", idx, "of", len(df_courses), "with id", course_id)
+
+    # extract number of participants
+    course_participants = len(course["participations"])
+
+    # fetch all practice quizzes and microlearnings linked to the course
+    pqs, mls = get_course_progress_activities(db, course_id)
+
+    for quiz in pqs:
+        started_count, completed_count, repeated_count = compute_progress_counts(quiz)
+
+        # store results in database table
+        save_practice_quiz_progress(
+            db,
+            course_participants,
+            started_count,
+            completed_count,
+            repeated_count,
+            course_id,
+            quiz["id"],
+        )
+
+    for ml in mls:
+        started_count, completed_count, repeated_count = compute_progress_counts(ml)
+
+        # store results in database table
+        save_microlearning_progress(
+            db,
+            course_participants,
+            started_count,
+            completed_count,
+            course_id,
+            ml["id"],
+        )
+
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/7_participant_activity_performance.py b/apps/analytics/src/scripts/7_participant_activity_performance.py
new file mode 100644
index 0000000000..6a7a8f443e
--- /dev/null
+++ b/apps/analytics/src/scripts/7_participant_activity_performance.py
@@ -0,0 +1,56 @@
+# This script compute the participant activity performance analytics
+# ! This script is a copy of the corresponding notebook content and needs to be kept in sync with it
+
+
+import os
+from prisma import Prisma
+import pandas as pd
+
+# set the python path correctly for module imports to work
+import sys
+
+sys.path.append("../../")
+
+from src.modules.participant_course_analytics.get_running_past_courses import (
+    get_running_past_courses,
+)
+from src.modules.participant_activity_performance.prepare_participant_activity_data import (
+    prepare_participant_activity_data,
+)
+from src.modules.participant_activity_performance.agg_participant_activity_performance import (
+    agg_participant_activity_performance,
+)
+
+
+db = Prisma()
+db.connect()
+
+# Script settings
+verbose = False
+
+
+# find all courses that started in the past
+df_courses = get_running_past_courses(db)
+
+# iterate over all courses and compute the participant course analytics
+for idx, base_course in df_courses.iterrows():
+    print(
+        f"Processing course", idx, "of", len(df_courses), "with id", base_course["id"]
+    )
+
+    df_activities, df_responses, participant_ids = prepare_participant_activity_data(
+        db, base_course["id"]
+    )
+
+    # if no responses were submitted, skip the course
+    if df_responses.empty:
+        continue
+
+    # aggregate participant activity performance data and store in the corresponding database table
+    agg_participant_activity_performance(
+        db, df_responses, df_activities, participant_ids
+    )
+
+
+# Disconnect from the database
+db.disconnect()
diff --git a/apps/analytics/src/scripts/__init__.py b/apps/analytics/src/scripts/__init__.py
new file mode 100644
index 0000000000..e69de29bb2

From c4b22e002a027f6ed1c14a3b86980973727db5e1 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Mon, 23 Dec 2024 13:47:29 +0100
Subject: [PATCH 35/38] fix(cypress): resolve translation issue in
 microlearning test workflow (#4411)

---
 cypress/cypress/e2e/G-microlearning-workflow.cy.ts | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/cypress/cypress/e2e/G-microlearning-workflow.cy.ts b/cypress/cypress/e2e/G-microlearning-workflow.cy.ts
index 5ecfea417d..4cf807db45 100644
--- a/cypress/cypress/e2e/G-microlearning-workflow.cy.ts
+++ b/cypress/cypress/e2e/G-microlearning-workflow.cy.ts
@@ -285,7 +285,7 @@ describe('Different microlearning workflows', () => {
 
     cy.get(`[data-cy="microlearning-actions-${runningMLNameOLD}"]`).click()
     cy.get(`[data-cy="edit-microlearning-${runningMLNameOLD}"]`).click()
-    cy.findByText('Edit ' + messages.shared.generic.microlearnings).should(
+    cy.findByText('Edit ' + messages.shared.generic.microlearning).should(
       'exist'
     )
 
@@ -382,7 +382,7 @@ describe('Different microlearning workflows', () => {
     // recheck if the changes have been saved
     cy.get(`[data-cy="microlearning-actions-${runningMLName}"]`).click()
     cy.get(`[data-cy="edit-microlearning-${runningMLName}"]`).click()
-    cy.findByText('Edit ' + messages.shared.generic.microlearnings).should(
+    cy.findByText('Edit ' + messages.shared.generic.microlearning).should(
       'exist'
     )
     cy.get('[data-cy="insert-microlearning-name"]')
@@ -432,7 +432,7 @@ describe('Different microlearning workflows', () => {
     cy.get('[data-cy="tab-microLearnings"]').click()
     cy.get(`[data-cy="microlearning-actions-${runningMLName}"]`).click()
     cy.get(`[data-cy="duplicate-microlearning-${runningMLName}"]`).click()
-    cy.findByText('Create ' + messages.shared.generic.microlearnings).should(
+    cy.findByText('Create ' + messages.shared.generic.microlearning).should(
       'exist'
     )
 

From 30c5afd716e2afa6f52833aae689bb32f62f269d Mon Sep 17 00:00:00 2001
From: sjschlapbach <julius.schlapbach@gmx.net>
Date: Mon, 23 Dec 2024 13:51:39 +0100
Subject: [PATCH 36/38] chore: update app version in learning analytics package
 file

---
 apps/analytics/package.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/analytics/package.json b/apps/analytics/package.json
index 6eb28395ea..152d7d57ff 100644
--- a/apps/analytics/package.json
+++ b/apps/analytics/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@klicker-uzh/analytics",
-  "version": "3.3.0-alpha.8",
+  "version": "3.3.0-alpha.12",
   "license": "AGPL-3.0",
   "devDependencies": {
     "nodemon": "~3.1.7"

From 645930c995c1ef8a7d152d38a80a5529125e6586 Mon Sep 17 00:00:00 2001
From: sjschlapbach <julius.schlapbach@gmx.net>
Date: Mon, 23 Dec 2024 14:42:23 +0100
Subject: [PATCH 37/38] chore: add shell scripts to execute all learning
 analytics initialization scripts

---
 apps/analytics/_initialize_analytics_dev.sh | 9 +++++++++
 apps/analytics/_initialize_analytics_prd.sh | 9 +++++++++
 apps/analytics/_initialize_analytics_qa.sh  | 9 +++++++++
 apps/analytics/package.json                 | 2 +-
 4 files changed, 28 insertions(+), 1 deletion(-)
 create mode 100755 apps/analytics/_initialize_analytics_dev.sh
 create mode 100644 apps/analytics/_initialize_analytics_prd.sh
 create mode 100644 apps/analytics/_initialize_analytics_qa.sh

diff --git a/apps/analytics/_initialize_analytics_dev.sh b/apps/analytics/_initialize_analytics_dev.sh
new file mode 100755
index 0000000000..b37b4aa06f
--- /dev/null
+++ b/apps/analytics/_initialize_analytics_dev.sh
@@ -0,0 +1,9 @@
+# run all the scripts to compute the initial set of learning analytics
+pnpm run script src.scripts.0_initial_participant_analytics
+pnpm run script src.scripts.1_initial_aggregated_analytics
+pnpm run script src.scripts.2_initial_aggregated_course_analytics
+pnpm run script src.scripts.3_initial_instance_activity_performance
+pnpm run script src.scripts.4_initial_participant_performance
+pnpm run script src.scripts.5_initial_participant_course_analytics
+pnpm run script src.scripts.6_initial_activity_progress
+pnpm run script src.scripts.7_participant_activity_performance
diff --git a/apps/analytics/_initialize_analytics_prd.sh b/apps/analytics/_initialize_analytics_prd.sh
new file mode 100644
index 0000000000..37ac45181c
--- /dev/null
+++ b/apps/analytics/_initialize_analytics_prd.sh
@@ -0,0 +1,9 @@
+# run all the scripts to compute the initial set of learning analytics
+pnpm run script:prod src.scripts.0_initial_participant_analytics
+pnpm run script:prod src.scripts.1_initial_aggregated_analytics
+pnpm run script:prod src.scripts.2_initial_aggregated_course_analytics
+pnpm run script:prod src.scripts.3_initial_instance_activity_performance
+pnpm run script:prod src.scripts.4_initial_participant_performance
+pnpm run script:prod src.scripts.5_initial_participant_course_analytics
+pnpm run script:prod src.scripts.6_initial_activity_progress
+pnpm run script:prod src.scripts.7_participant_activity_performance
diff --git a/apps/analytics/_initialize_analytics_qa.sh b/apps/analytics/_initialize_analytics_qa.sh
new file mode 100644
index 0000000000..fcb7e0b577
--- /dev/null
+++ b/apps/analytics/_initialize_analytics_qa.sh
@@ -0,0 +1,9 @@
+# run all the scripts to compute the initial set of learning analytics
+pnpm run script:qa src.scripts.0_initial_participant_analytics
+pnpm run script:qa src.scripts.1_initial_aggregated_analytics
+pnpm run script:qa src.scripts.2_initial_aggregated_course_analytics
+pnpm run script:qa src.scripts.3_initial_instance_activity_performance
+pnpm run script:qa src.scripts.4_initial_participant_performance
+pnpm run script:qa src.scripts.5_initial_participant_course_analytics
+pnpm run script:qa src.scripts.6_initial_activity_progress
+pnpm run script:qa src.scripts.7_participant_activity_performance
diff --git a/apps/analytics/package.json b/apps/analytics/package.json
index 152d7d57ff..ddb0dcebe5 100644
--- a/apps/analytics/package.json
+++ b/apps/analytics/package.json
@@ -11,7 +11,7 @@
     "main": "doppler run --config dev -- poetry run poe main",
     "script": "doppler run --config dev -- poetry run python -m",
     "script:prod": "doppler run --config prd -- poetry run python -m",
-    "script:qa": "doppler run --config qa -- poetry run python -m"
+    "script:qa": "doppler run --config stg -- poetry run python -m"
   },
   "engines": {
     "node": "=20"

From f8c8cb1e99c88e7bf1f385d0f032629faeca0837 Mon Sep 17 00:00:00 2001
From: Julius Schlapbach <80708107+sjschlapbach@users.noreply.github.com>
Date: Mon, 23 Dec 2024 20:50:14 +0100
Subject: [PATCH 38/38] enhance(apps/analytics): add illustration of
 participant activity performance as table (#4412)

---
 apps/auth/package.json                        |    2 +-
 apps/backend-docker/package.json              |    2 +-
 apps/docs/package.json                        |    2 +-
 apps/frontend-control/package.json            |    2 +-
 apps/frontend-manage/package.json             |    2 +-
 .../overview/CourseDashboardList.tsx          |    8 +-
 .../StudentActivityPerformance.tsx            |  186 +++
 .../analytics/performance/useActivityMap.ts   |   36 +
 .../useStudentActivityPerformanceTableData.ts |   46 +
 .../src/components/common/Header.tsx          |   13 +-
 .../src/components/common/PreviewTag.tsx      |   20 +
 .../pages/analytics/[courseId]/activity.tsx   |   12 +-
 .../analytics/[courseId]/performance.tsx      |   19 +-
 .../analytics/[courseId]/quizzes/[id].tsx     |   18 +-
 .../analytics/[courseId]/quizzes/index.tsx    |   10 +-
 apps/frontend-pwa/package.json                |    2 +-
 apps/func-incoming-responses/package.json     |    2 +-
 apps/func-response-processor/package.json     |    2 +-
 apps/office-addin/package.json                |    2 +-
 .../QGetCoursePerformanceAnalytics.graphql    |   12 +
 packages/graphql/src/ops.schema.json          |  180 +++
 packages/graphql/src/ops.ts                   |   21 +-
 packages/graphql/src/public/client.json       |    2 +-
 packages/graphql/src/public/schema.graphql    |   15 +
 packages/graphql/src/public/server.json       |    2 +-
 packages/graphql/src/schema/analytics.ts      |   43 +
 packages/graphql/src/services/analytics.ts    |   87 +-
 packages/i18n/messages/de.ts                  |   15 +
 packages/i18n/messages/en.ts                  |   15 +
 packages/markdown/package.json                |    2 +-
 packages/shared-components/package.json       |    2 +-
 packages/shared-components/src/DataTable.tsx  |    2 +
 packages/transactional/package.json           |    2 +-
 packages/types/src/index.ts                   |   14 +
 pnpm-lock.yaml                                | 1309 +++++++++++++++--
 35 files changed, 1952 insertions(+), 157 deletions(-)
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/StudentActivityPerformance.tsx
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/useActivityMap.ts
 create mode 100644 apps/frontend-manage/src/components/analytics/performance/useStudentActivityPerformanceTableData.ts
 create mode 100644 apps/frontend-manage/src/components/common/PreviewTag.tsx

diff --git a/apps/auth/package.json b/apps/auth/package.json
index 40f59ae1fc..7c35c2731b 100644
--- a/apps/auth/package.json
+++ b/apps/auth/package.json
@@ -8,7 +8,7 @@
     "@klicker-uzh/prisma": "workspace:*",
     "@klicker-uzh/shared-components": "workspace:*",
     "@next-auth/prisma-adapter": "1.0.7",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "axios": "1.7.7",
     "bcryptjs": "2.4.3",
     "js-cookie": "3.0.5",
diff --git a/apps/backend-docker/package.json b/apps/backend-docker/package.json
index 6d0ecb9e47..011d1735d3 100644
--- a/apps/backend-docker/package.json
+++ b/apps/backend-docker/package.json
@@ -56,7 +56,7 @@
     "@types/passport": "^1.0.16",
     "@types/passport-jwt": "^4.0.1",
     "@types/ws": "^8.5.12",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "axios": "~1.7.7",
     "cross-env": "~7.0.3",
     "dotenv": "~16.4.5",
diff --git a/apps/docs/package.json b/apps/docs/package.json
index e157dafa3c..0907d38d84 100644
--- a/apps/docs/package.json
+++ b/apps/docs/package.json
@@ -22,7 +22,7 @@
     "@mdx-js/react": "~3.1.0",
     "@tailwindcss/typography": "~0.5.15",
     "@types/react": "^18.3.11",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "autoprefixer": "~10.4.20",
     "cross-env": "~7.0.3",
     "docusaurus-plugin-matomo": "~0.0.8",
diff --git a/apps/frontend-control/package.json b/apps/frontend-control/package.json
index 1bf596a364..a2d1da71fb 100644
--- a/apps/frontend-control/package.json
+++ b/apps/frontend-control/package.json
@@ -17,7 +17,7 @@
     "@klicker-uzh/prisma": "workspace:*",
     "@klicker-uzh/shared-components": "workspace:*",
     "@socialgouv/matomo-next": "1.9.1",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "cross-env": "7.0.3",
     "dayjs": "1.11.13",
     "deepmerge": "4.3.1",
diff --git a/apps/frontend-manage/package.json b/apps/frontend-manage/package.json
index 5fc2ffe52a..0455cea8ae 100644
--- a/apps/frontend-manage/package.json
+++ b/apps/frontend-manage/package.json
@@ -21,7 +21,7 @@
     "@socialgouv/matomo-next": "1.9.1",
     "@tanstack/react-table": "8.20.5",
     "@uidotdev/usehooks": "2.4.1",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "dayjs": "1.11.13",
     "deepmerge": "4.3.1",
     "formik": "2.4.6",
diff --git a/apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx b/apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx
index 25e6f920e5..3c7e3aeadb 100644
--- a/apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx
+++ b/apps/frontend-manage/src/components/analytics/overview/CourseDashboardList.tsx
@@ -1,6 +1,7 @@
 import { Course } from '@klicker-uzh/graphql/dist/ops'
 import { H3 } from '@uzh-bf/design-system'
 import { useTranslations } from 'next-intl'
+import PreviewTag from '../../common/PreviewTag'
 import AnalyticsCourseLabel from './AnalyticsCourseLabel'
 import DashboardButtons from './DashboardButtons'
 
@@ -14,7 +15,12 @@ function CourseDashboardList({
   return (
     <div className="flex w-full justify-center">
       <div className="flex flex-col">
-        <H3>{t('manage.analytics.selectAnalyticsDashboard')}:</H3>
+        <div className="mb-1 flex flex-row items-center gap-4">
+          <H3 className={{ root: 'mb-0' }}>
+            {t('manage.analytics.selectAnalyticsDashboard')}:
+          </H3>
+          <PreviewTag />
+        </div>
         <div className="flex flex-row gap-10">
           <div className="flex flex-col gap-2">
             {courses?.map((course) => (
diff --git a/apps/frontend-manage/src/components/analytics/performance/StudentActivityPerformance.tsx b/apps/frontend-manage/src/components/analytics/performance/StudentActivityPerformance.tsx
new file mode 100644
index 0000000000..e65193c486
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/StudentActivityPerformance.tsx
@@ -0,0 +1,186 @@
+import { useQuery } from '@apollo/client'
+import { faCheck, faX } from '@fortawesome/free-solid-svg-icons'
+import { FontAwesomeIcon } from '@fortawesome/react-fontawesome'
+import {
+  GetCourseActivitiesDocument,
+  ParticipantActivityPerformances,
+} from '@klicker-uzh/graphql/dist/ops'
+import DataTable from '@klicker-uzh/shared-components/src/DataTable'
+import Loader from '@klicker-uzh/shared-components/src/Loader'
+import TableSortingButton from '@klicker-uzh/shared-components/src/TableSortingButton'
+import { Button, Checkbox, H2, UserNotification } from '@uzh-bf/design-system'
+import { useTranslations } from 'next-intl'
+import { useState } from 'react'
+import useActivityMap from './useActivityMap'
+import useStudentActivityPerformanceTableData from './useStudentActivityPerformanceTableData'
+
+function StudentActivityPerformance({
+  courseId,
+  performances,
+}: {
+  courseId: string
+  performances: ParticipantActivityPerformances[]
+}) {
+  const t = useTranslations()
+  const [selectedActivities, setSelectedActivities] = useState<string[]>([])
+
+  const { loading, data } = useQuery(GetCourseActivitiesDocument, {
+    variables: { courseId },
+    skip: !courseId,
+  })
+  const course = data?.getCourseActivities
+
+  const handleActivityToggle = (activityId: string) => {
+    setSelectedActivities((prev) => {
+      if (prev.includes(activityId)) {
+        return prev.filter((id) => id !== activityId)
+      }
+      return [...prev, activityId]
+    })
+  }
+
+  const { activityNameMap, allActivityIds } = useActivityMap({
+    practiceQuizzes: course?.practiceQuizzes,
+    microLearnings: course?.microLearnings,
+  })
+
+  const tableData = useStudentActivityPerformanceTableData({
+    dataAvailable: !loading && !!course,
+    performances,
+    selectedActivities,
+  })
+
+  if (loading || !tableData) {
+    return <Loader />
+  }
+
+  return (
+    <div className="border-uzh-grey-80 rounded-xl border border-solid p-3">
+      <div className="mb-3 flex flex-row items-center gap-10">
+        <H2 className={{ root: 'mb-0' }}>
+          {t('manage.analytics.studentActivityPerformance')}
+        </H2>
+        <Button
+          onClick={() => {
+            setSelectedActivities((prev) =>
+              prev.length === allActivityIds.length ? [] : allActivityIds
+            )
+          }}
+          className={{
+            root: 'h-7 w-max',
+          }}
+        >
+          {selectedActivities.length === allActivityIds.length ? (
+            <div className="flex flex-row items-center gap-2">
+              <FontAwesomeIcon icon={faX} />
+              {t('manage.analytics.deselectAllActivities')}
+            </div>
+          ) : (
+            <div className="flex flex-row items-center gap-2">
+              <FontAwesomeIcon icon={faCheck} />
+              {t('manage.analytics.selectAllActivities')}
+            </div>
+          )}
+        </Button>
+      </div>
+      <div className="mb-3 flex flex-col gap-3">
+        <div className="grid grid-cols-1 gap-2 sm:grid-cols-2 md:grid-cols-3 lg:grid-cols-4">
+          {course?.practiceQuizzes?.map((quiz) => (
+            <div key={quiz.id} className="flex items-center space-x-2">
+              <Checkbox
+                id={`checkbox-${quiz.id}`}
+                checked={selectedActivities.includes(quiz.id)}
+                onCheck={() => handleActivityToggle(quiz.id)}
+              />
+              <label htmlFor={quiz.id} className="text-sm">
+                {quiz.name}
+              </label>
+            </div>
+          ))}
+          {course?.microLearnings?.map((ml) => (
+            <div key={ml.id} className="flex items-center space-x-2">
+              <Checkbox
+                id={`checkbox-${ml.id}`}
+                checked={selectedActivities.includes(ml.id)}
+                onCheck={() => handleActivityToggle(ml.id)}
+              />
+              <label htmlFor={ml.id} className="text-sm">
+                {ml.name}
+              </label>
+            </div>
+          ))}
+        </div>
+      </div>
+      {performances.length > 0 && selectedActivities.length > 0 ? (
+        <>
+          <UserNotification className={{ root: 'mb-2 mt-6' }}>
+            {t('manage.analytics.participantActivityPerformanceDescription')}
+          </UserNotification>
+          <DataTable
+            isPaginated
+            isResetSortingEnabled
+            columns={[
+              {
+                accessorKey: 'participantUsername',
+                header: t('manage.analytics.studentUsername'),
+                displayName: t('manage.analytics.studentUsername'),
+              },
+              {
+                accessorKey: 'participantEmail',
+                header: t('manage.analytics.studentEmail'),
+                displayName: t('manage.analytics.studentEmail'),
+              },
+              ...selectedActivities.flatMap((activityId) => {
+                const activityName = activityNameMap[activityId]
+
+                return [
+                  {
+                    accessorKey: `${activityId}-totalScore`,
+                    header: ({ column }: any) => {
+                      return (
+                        <TableSortingButton
+                          column={column}
+                          title={activityName}
+                        />
+                      )
+                    },
+                    displayName: `${t('manage.analytics.totalScore')}: ${activityName} [${t('shared.generic.points')}]`,
+                    cell: ({ row }: any) => {
+                      const rowData = row.original
+                      return `${rowData[`${activityId}-totalScore`]} ${t('shared.generic.points')} (${rowData[`${activityId}-completion`]} %)`
+                    },
+                    className: 'min-w-40',
+                  },
+                  {
+                    accessorKey: `${activityId}-completion`,
+                    csvOnly: true,
+                    displayName: `${t('manage.analytics.activityProgress')}: ${activityName} [%]`,
+                  },
+                ]
+              }),
+            ]}
+            data={tableData ?? []}
+            csvFilename={`${course?.name.replace(' ', '-')}_participant_activity`}
+            className={{
+              table: 'overflow-x-auto',
+              tableHeader: 'h-7 p-2',
+              tableCell: 'h-7 p-2',
+            }}
+          />
+        </>
+      ) : selectedActivities.length === 0 ? (
+        <UserNotification
+          type="info"
+          message={t('manage.analytics.noActivitySelected')}
+        />
+      ) : (
+        <UserNotification
+          type="info"
+          message={t('manage.analytics.noStudentActivityPerformanceData')}
+        />
+      )}
+    </div>
+  )
+}
+
+export default StudentActivityPerformance
diff --git a/apps/frontend-manage/src/components/analytics/performance/useActivityMap.ts b/apps/frontend-manage/src/components/analytics/performance/useActivityMap.ts
new file mode 100644
index 0000000000..47479d82bf
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/useActivityMap.ts
@@ -0,0 +1,36 @@
+import { MicroLearning, PracticeQuiz } from '@klicker-uzh/graphql/dist/ops'
+import { useMemo } from 'react'
+
+function useActivityMap({
+  practiceQuizzes,
+  microLearnings,
+}: {
+  practiceQuizzes?: Pick<PracticeQuiz, 'id' | 'name'>[] | null
+  microLearnings?: Pick<MicroLearning, 'id' | 'name'>[] | null
+}) {
+  const activityNameMap = useMemo(
+    () => ({
+      ...(practiceQuizzes?.reduce<Record<string, string>>((acc, pq) => {
+        acc[pq.id] = pq.name
+        return acc
+      }, {}) ?? {}),
+      ...(microLearnings?.reduce<Record<string, string>>((acc, ml) => {
+        acc[ml.id] = ml.name
+        return acc
+      }, {}) ?? {}),
+    }),
+    [practiceQuizzes, microLearnings]
+  )
+
+  const allActivityIds = useMemo(
+    () => [
+      ...(practiceQuizzes?.map((quiz) => quiz.id) ?? []),
+      ...(microLearnings?.map((ml) => ml.id) ?? []),
+    ],
+    [practiceQuizzes, microLearnings]
+  )
+
+  return { activityNameMap, allActivityIds }
+}
+
+export default useActivityMap
diff --git a/apps/frontend-manage/src/components/analytics/performance/useStudentActivityPerformanceTableData.ts b/apps/frontend-manage/src/components/analytics/performance/useStudentActivityPerformanceTableData.ts
new file mode 100644
index 0000000000..c4fa14a2f3
--- /dev/null
+++ b/apps/frontend-manage/src/components/analytics/performance/useStudentActivityPerformanceTableData.ts
@@ -0,0 +1,46 @@
+import { ParticipantActivityPerformances } from '@klicker-uzh/graphql/dist/ops'
+import { useTranslations } from 'next-intl'
+import { useMemo } from 'react'
+
+function useStudentActivityPerformanceTableData({
+  dataAvailable,
+  performances,
+  selectedActivities,
+}: {
+  dataAvailable: boolean
+  performances: ParticipantActivityPerformances[]
+  selectedActivities: string[]
+}) {
+  const t = useTranslations()
+
+  return useMemo(() => {
+    if (!dataAvailable) {
+      return []
+    }
+
+    // map the performances to a data structure where every selected activity entry can be
+    // identified through a direct key - {activityId}-totalScore and {activityId}-completion
+    return performances.map((studentPerformance) =>
+      studentPerformance.performances.reduce<Record<string, string | number>>(
+        (acc, performance) => {
+          if (selectedActivities.includes(performance.activityId)) {
+            acc[`${performance.activityId}-totalScore`] = performance.totalScore
+            acc[`${performance.activityId}-completion`] = Math.round(
+              performance.completion * 100
+            )
+          }
+
+          return acc
+        },
+        {
+          participantUsername: studentPerformance.participantUsername,
+          participantEmail:
+            studentPerformance.participantEmail ??
+            t('manage.analytics.emailMissing'),
+        }
+      )
+    )
+  }, [dataAvailable, performances, t, selectedActivities])
+}
+
+export default useStudentActivityPerformanceTableData
diff --git a/apps/frontend-manage/src/components/common/Header.tsx b/apps/frontend-manage/src/components/common/Header.tsx
index 5886d3d5ed..8d9e6928eb 100644
--- a/apps/frontend-manage/src/components/common/Header.tsx
+++ b/apps/frontend-manage/src/components/common/Header.tsx
@@ -10,6 +10,7 @@ import {
   User,
 } from '@klicker-uzh/graphql/dist/ops'
 import { Navigation } from '@uzh-bf/design-system'
+import { Badge } from '@uzh-bf/design-system/dist/future'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
 import { useState } from 'react'
@@ -50,6 +51,7 @@ function Header({ user }: HeaderProps): React.ReactElement {
     ...(user?.featurePreview
       ? [
           {
+            new: true,
             href: '/analytics',
             label: t('manage.general.analytics'),
             active: router.pathname == '/analytics',
@@ -73,7 +75,16 @@ function Header({ user }: HeaderProps): React.ReactElement {
           <Navigation.ButtonItem
             data={{ cy: item.cy }}
             key={item.href}
-            label={item.label}
+            label={
+              <div className="flex items-center gap-2">
+                {item.label}
+                {item.new && (
+                  <Badge className="py-0.25 rounded bg-green-700 px-1.5 text-xs font-semibold text-white hover:bg-green-800">
+                    {t('shared.generic.new')}
+                  </Badge>
+                )}
+              </div>
+            }
             className={{
               label: twMerge(
                 'bg-gradient-to-r from-slate-700 to-slate-700 bg-[length:0%_2px] bg-left-bottom bg-no-repeat text-base text-slate-700 transition-all duration-500 ease-out group-hover:bg-[length:100%_2px]',
diff --git a/apps/frontend-manage/src/components/common/PreviewTag.tsx b/apps/frontend-manage/src/components/common/PreviewTag.tsx
new file mode 100644
index 0000000000..08d7fd8a25
--- /dev/null
+++ b/apps/frontend-manage/src/components/common/PreviewTag.tsx
@@ -0,0 +1,20 @@
+import { Badge } from '@uzh-bf/design-system/dist/future'
+import { useTranslations } from 'next-intl'
+import { twMerge } from 'tailwind-merge'
+
+function PreviewTag({ className }: { className?: string }) {
+  const t = useTranslations()
+
+  return (
+    <Badge
+      className={twMerge(
+        'bg-green-700 text-white hover:bg-green-800',
+        className
+      )}
+    >
+      {t('shared.generic.featurePreview')}
+    </Badge>
+  )
+}
+
+export default PreviewTag
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
index 730d2840dd..a20b1f388f 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/activity.tsx
@@ -11,6 +11,7 @@ import TotalStudentActivityPlot from '../../../components/analytics/activity/Tot
 import WeeklyActivityTimeSeries from '../../../components/analytics/activity/WeeklyActivityTimeSeries'
 import AnalyticsErrorView from '../../../components/analytics/AnalyticsErrorView'
 import AnalyticsLoadingView from '../../../components/analytics/AnalyticsLoadingView'
+import PreviewTag from '../../../components/common/PreviewTag'
 import Layout from '../../../components/Layout'
 
 function ActivityDashboard() {
@@ -50,15 +51,16 @@ function ActivityDashboard() {
     )
   }
 
-  console.log(course)
-
   return (
     <Layout displayName={t('manage.analytics.activityDashboard')}>
       {navigation}
       <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
-        <H1 className={{ root: 'mb-0' }}>
-          {t('manage.analytics.activityDashboard')}: {course.name}
-        </H1>
+        <div className="flex flex-row items-center gap-5">
+          <H1 className={{ root: 'mb-0' }}>
+            {t('manage.analytics.activityDashboard')}: {course.name}
+          </H1>
+          <PreviewTag className="text-base" />
+        </div>
         <div>
           {t('manage.analytics.totalParticipants', {
             number: course.totalParticipants,
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
index ca8b955c37..8c6f1ff657 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/performance.tsx
@@ -12,7 +12,9 @@ import ActivityInstanceFeedbacksPlot from '../../../components/analytics/perform
 import ActivityProgressPlot from '../../../components/analytics/performance/ActivityProgressPlot'
 import PerformanceAnalyticsNavigation from '../../../components/analytics/performance/PerformanceAnalyticsNavigation'
 import PerformanceRates from '../../../components/analytics/performance/PerformanceRates'
+import StudentActivityPerformance from '../../../components/analytics/performance/StudentActivityPerformance'
 import TotalStudentPerformancePlot from '../../../components/analytics/performance/TotalStudentPerformancePlot'
+import PreviewTag from '../../../components/common/PreviewTag'
 import Layout from '../../../components/Layout'
 
 function PerformanceDashboard() {
@@ -60,9 +62,12 @@ function PerformanceDashboard() {
       {navigation}
       <div>
         <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
-          <H1 className={{ root: 'mb-0' }}>
-            {t('manage.analytics.performanceDashboard')}: {course.name}
-          </H1>
+          <div className="flex flex-row items-center gap-5">
+            <H1 className={{ root: 'mb-0' }}>
+              {t('manage.analytics.performanceDashboard')}: {course.name}
+            </H1>
+            <PreviewTag className="text-base" />
+          </div>
           <div>
             {t('manage.analytics.totalParticipants', {
               number: course.totalParticipants,
@@ -160,12 +165,18 @@ function PerformanceDashboard() {
           <Tabs.TabContent
             key="content-studentPerformance"
             value="studentPerformance"
-            className={{ root: 'overflow-y-auto px-0 py-2' }}
+            className={{
+              root: 'flex flex-col gap-3 overflow-y-auto px-0 py-2',
+            }}
           >
             <TotalStudentPerformancePlot
               courseName={course.name}
               participantPerformance={course.participantPerformances}
             />
+            <StudentActivityPerformance
+              courseId={courseId}
+              performances={course.participantActivityPerformances}
+            />
           </Tabs.TabContent>
           <Tabs.TabContent
             key="content-feedbackOverview"
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
index 0d571ffc44..228f6cfebe 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/[id].tsx
@@ -9,12 +9,13 @@ import { Button, H1 } from '@uzh-bf/design-system'
 import { GetStaticPropsContext } from 'next'
 import { useTranslations } from 'next-intl'
 import { useRouter } from 'next/router'
-import ActivityAnalyticsCharts from '~/components/analytics/quiz/ActivityAnalyticsCharts'
-import InstanceQuizAnalytics from '~/components/analytics/quiz/InstanceQuizAnalytics'
-import QuizAnalyticsNavigation from '~/components/analytics/quiz/QuizAnalyticsNavigation'
-import Layout from '~/components/Layout'
 import AnalyticsErrorView from '../../../../components/analytics/AnalyticsErrorView'
 import AnalyticsLoadingView from '../../../../components/analytics/AnalyticsLoadingView'
+import ActivityAnalyticsCharts from '../../../../components/analytics/quiz/ActivityAnalyticsCharts'
+import InstanceQuizAnalytics from '../../../../components/analytics/quiz/InstanceQuizAnalytics'
+import QuizAnalyticsNavigation from '../../../../components/analytics/quiz/QuizAnalyticsNavigation'
+import PreviewTag from '../../../../components/common/PreviewTag'
+import Layout from '../../../../components/Layout'
 
 function QuizAnalytics() {
   const router = useRouter()
@@ -63,9 +64,12 @@ function QuizAnalytics() {
       {navigation}
       <div className="mx-auto flex w-full max-w-3xl flex-col items-center">
         <div className="relative mb-3 flex w-full flex-row items-end justify-between">
-          <H1 className={{ root: 'mb-0' }}>
-            {t('manage.analytics.quizAnalytics')}: {analytics.activityName}
-          </H1>
+          <div className="flex flex-row items-center gap-5">
+            <H1 className={{ root: 'mb-0' }}>
+              {t('manage.analytics.quizAnalytics')}: {analytics.activityName}
+            </H1>
+            <PreviewTag className="text-base" />
+          </div>
           <Button
             className={{ root: 'flex h-8 flex-row gap-3' }}
             onClick={() =>
diff --git a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
index 42c46ccf48..d8c85e92ea 100644
--- a/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
+++ b/apps/frontend-manage/src/pages/analytics/[courseId]/quizzes/index.tsx
@@ -20,6 +20,7 @@ import { useMemo, useState } from 'react'
 import AnalyticsErrorView from '../../../../components/analytics/AnalyticsErrorView'
 import AnalyticsLoadingView from '../../../../components/analytics/AnalyticsLoadingView'
 import QuizSelectionNavigation from '../../../../components/analytics/quiz/QuizSelectionNavigation'
+import PreviewTag from '../../../../components/common/PreviewTag'
 import Layout from '../../../../components/Layout'
 
 const ActivityLink = ({
@@ -109,9 +110,12 @@ function ActivityDashboard() {
       {navigation}
       <div>
         <div className="mb-3 flex w-full flex-row items-end justify-between font-bold">
-          <H1 className={{ root: 'mb-0' }}>
-            {t('manage.analytics.quizAnalytics')}: {course.name}
-          </H1>
+          <div className="flex flex-row items-center gap-5">
+            <H1 className={{ root: 'mb-0' }}>
+              {t('manage.analytics.quizAnalytics')}: {course.name}
+            </H1>
+            <PreviewTag className="text-base" />
+          </div>
         </div>
         <div>{t('manage.analytics.selectActivityAnalytics')}</div>
         <div className="mt-8 flex h-max flex-row">
diff --git a/apps/frontend-pwa/package.json b/apps/frontend-pwa/package.json
index c0e72185d8..adb5ad1fc9 100644
--- a/apps/frontend-pwa/package.json
+++ b/apps/frontend-pwa/package.json
@@ -26,7 +26,7 @@
     "@radix-ui/react-collapsible": "1.1.1",
     "@socialgouv/matomo-next": "1.9.1",
     "@uidotdev/usehooks": "2.4.1",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "body-parser": "1.20.3",
     "dayjs": "1.11.13",
     "deepmerge": "4.3.1",
diff --git a/apps/func-incoming-responses/package.json b/apps/func-incoming-responses/package.json
index d52e5bde19..6a35a0ac80 100644
--- a/apps/func-incoming-responses/package.json
+++ b/apps/func-incoming-responses/package.json
@@ -16,7 +16,7 @@
   "devDependencies": {
     "@types/jsonwebtoken": "^9.0.7",
     "@types/node": "^20.16.1",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "azure-functions-core-tools": "~4.0.6610",
     "cross-env": "~7.0.3",
     "dotenv": "~16.4.5",
diff --git a/apps/func-response-processor/package.json b/apps/func-response-processor/package.json
index 3623f700b3..48d14d5330 100644
--- a/apps/func-response-processor/package.json
+++ b/apps/func-response-processor/package.json
@@ -18,7 +18,7 @@
   "devDependencies": {
     "@types/jsonwebtoken": "^9.0.7",
     "@types/node": "^20.16.1",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "azure-functions-core-tools": "~4.0.6610",
     "cross-env": "~7.0.3",
     "dotenv": "~16.4.5",
diff --git a/apps/office-addin/package.json b/apps/office-addin/package.json
index 68d4bf11ec..8c479e4200 100644
--- a/apps/office-addin/package.json
+++ b/apps/office-addin/package.json
@@ -3,7 +3,7 @@
   "version": "3.3.0-alpha.12",
   "license": "AGPL-3.0",
   "dependencies": {
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "core-js": "3.30.2",
     "es6-promise": "4.2.8",
     "formik": "2.4.6",
diff --git a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
index fffa67e3c4..6713a29d40 100644
--- a/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
+++ b/packages/graphql/src/graphql/ops/QGetCoursePerformanceAnalytics.graphql
@@ -53,6 +53,18 @@ query GetCoursePerformanceAnalytics($courseId: String!) {
       totalErrorRate
       totalPerformance
     }
+    participantActivityPerformances {
+      __typename
+      participantId
+      participantUsername
+      participantEmail
+      performances {
+        id
+        activityId
+        totalScore
+        completion
+      }
+    }
     instanceFeedbacks {
       __typename
       id
diff --git a/packages/graphql/src/ops.schema.json b/packages/graphql/src/ops.schema.json
index 78c5c918c9..e40be7b5a4 100644
--- a/packages/graphql/src/ops.schema.json
+++ b/packages/graphql/src/ops.schema.json
@@ -4069,6 +4069,30 @@
             "isDeprecated": false,
             "deprecationReason": null
           },
+          {
+            "name": "participantActivityPerformances",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ParticipantActivityPerformances",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
           {
             "name": "participantPerformances",
             "description": null,
@@ -18495,6 +18519,162 @@
         "enumValues": null,
         "possibleTypes": null
       },
+      {
+        "kind": "OBJECT",
+        "name": "ParticipantActivityPerformance",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "activityId",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "completion",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Float",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "id",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "totalScore",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "Int",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
+      {
+        "kind": "OBJECT",
+        "name": "ParticipantActivityPerformances",
+        "description": null,
+        "isOneOf": null,
+        "fields": [
+          {
+            "name": "participantEmail",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "SCALAR",
+              "name": "String",
+              "ofType": null
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "participantId",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "participantUsername",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "SCALAR",
+                "name": "String",
+                "ofType": null
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          },
+          {
+            "name": "performances",
+            "description": null,
+            "args": [],
+            "type": {
+              "kind": "NON_NULL",
+              "name": null,
+              "ofType": {
+                "kind": "LIST",
+                "name": null,
+                "ofType": {
+                  "kind": "NON_NULL",
+                  "name": null,
+                  "ofType": {
+                    "kind": "OBJECT",
+                    "name": "ParticipantActivityPerformance",
+                    "ofType": null
+                  }
+                }
+              }
+            },
+            "isDeprecated": false,
+            "deprecationReason": null
+          }
+        ],
+        "inputFields": null,
+        "interfaces": [],
+        "enumValues": null,
+        "possibleTypes": null
+      },
       {
         "kind": "OBJECT",
         "name": "ParticipantActivityTimestamp",
diff --git a/packages/graphql/src/ops.ts b/packages/graphql/src/ops.ts
index eab5ea026b..00469e4c89 100644
--- a/packages/graphql/src/ops.ts
+++ b/packages/graphql/src/ops.ts
@@ -392,6 +392,7 @@ export type CoursePerformanceAnalytics = {
   instanceFeedbacks: Array<InstanceFeedback>;
   instancePerformances: Array<InstancePerformance>;
   name: Scalars['String']['output'];
+  participantActivityPerformances: Array<ParticipantActivityPerformances>;
   participantPerformances: Array<ParticipantPerformance>;
   totalParticipants: Scalars['Int']['output'];
 };
@@ -2008,6 +2009,22 @@ export type ParticipantAchievementInstance = {
   id: Scalars['Int']['output'];
 };
 
+export type ParticipantActivityPerformance = {
+  __typename?: 'ParticipantActivityPerformance';
+  activityId: Scalars['String']['output'];
+  completion: Scalars['Float']['output'];
+  id: Scalars['Int']['output'];
+  totalScore: Scalars['Int']['output'];
+};
+
+export type ParticipantActivityPerformances = {
+  __typename?: 'ParticipantActivityPerformances';
+  participantEmail?: Maybe<Scalars['String']['output']>;
+  participantId: Scalars['String']['output'];
+  participantUsername: Scalars['String']['output'];
+  performances: Array<ParticipantActivityPerformance>;
+};
+
 export type ParticipantActivityTimestamp = {
   __typename?: 'ParticipantActivityTimestamp';
   activeParticipants: Scalars['Int']['output'];
@@ -3775,7 +3792,7 @@ export type GetCoursePerformanceAnalyticsQueryVariables = Exact<{
 }>;
 
 
-export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }>, activityPerformances: Array<{ __typename: 'ActivityPerformance', id: number, activityName: string, activityType: ActivityType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, instancePerformances: Array<{ __typename: 'InstancePerformance', id: number, elementName: string, elementType: ElementType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, participantPerformances: Array<{ __typename: 'ParticipantPerformance', id: number, firstErrorRate: number, firstPerformance: PerformanceLevel, lastErrorRate: number, lastPerformance: PerformanceLevel, totalErrorRate: number, totalPerformance: PerformanceLevel }>, instanceFeedbacks: Array<{ __typename: 'InstanceFeedback', id: number, activityType: ActivityType, instanceName: string, instanceType: ElementType, upvoteRate: number, downvoteRate: number, feedbackCount: number }>, activityFeedbacks: Array<{ __typename: 'ActivityFeedback', id: string, activityType: ActivityType, activityName: string, upvoteRate: number, downvoteRate: number, feedbackCount: number }> } | null };
+export type GetCoursePerformanceAnalyticsQuery = { __typename?: 'Query', getCoursePerformanceAnalytics?: { __typename?: 'CoursePerformanceAnalytics', name: string, totalParticipants: number, activityProgresses: Array<{ __typename?: 'ActivityProgress', activityName: string, activityType: ActivityType, startedCount: number, completedCount: number, repeatedCount?: number | null }>, activityPerformances: Array<{ __typename: 'ActivityPerformance', id: number, activityName: string, activityType: ActivityType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, instancePerformances: Array<{ __typename: 'InstancePerformance', id: number, elementName: string, elementType: ElementType, rates: { __typename?: 'PerformanceRates', firstErrorRate: number, lastErrorRate: number, errorRate: number, firstPartialRate: number, lastPartialRate: number, partialRate: number, firstCorrectRate: number, lastCorrectRate: number, correctRate: number } }>, participantPerformances: Array<{ __typename: 'ParticipantPerformance', id: number, firstErrorRate: number, firstPerformance: PerformanceLevel, lastErrorRate: number, lastPerformance: PerformanceLevel, totalErrorRate: number, totalPerformance: PerformanceLevel }>, participantActivityPerformances: Array<{ __typename: 'ParticipantActivityPerformances', participantId: string, participantUsername: string, participantEmail?: string | null, performances: Array<{ __typename?: 'ParticipantActivityPerformance', id: number, activityId: string, totalScore: number, completion: number }> }>, instanceFeedbacks: Array<{ __typename: 'InstanceFeedback', id: number, activityType: ActivityType, instanceName: string, instanceType: ElementType, upvoteRate: number, downvoteRate: number, feedbackCount: number }>, activityFeedbacks: Array<{ __typename: 'ActivityFeedback', id: string, activityType: ActivityType, activityName: string, upvoteRate: number, downvoteRate: number, feedbackCount: number }> } | null };
 
 export type GetCoursePracticeQuizQueryVariables = Exact<{
   courseId: Scalars['String']['input'];
@@ -4295,7 +4312,7 @@ export const GetCourseActivityAnalyticsDocument = {"kind":"Document","definition
 export const GetCourseGroupActivitiesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroupActivities"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"groupActivities"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledStartAt"}},{"kind":"Field","name":{"kind":"Name","value":"scheduledEndAt"}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupActivitiesQuery, GetCourseGroupActivitiesQueryVariables>;
 export const GetCourseGroupsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseGroups"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupAssignmentPoolEntries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"email"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseGroupsQuery, GetCourseGroupsQueryVariables>;
 export const GetCourseOverviewDataDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseOverviewData"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseOverviewData"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"inRandomGroupPool"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"xp"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participation"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"isActive"}}]}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"isGamificationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"groupDeadlineDate"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupDeadlinePassed"}},{"kind":"Field","name":{"kind":"Name","value":"isGroupCreationEnabled"}},{"kind":"Field","name":{"kind":"Name","value":"maxGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"preferredGroupSize"}},{"kind":"Field","name":{"kind":"Name","value":"awards"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroup"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"level"}}]}},{"kind":"Field","name":{"kind":"Name","value":"leaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboard"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}},{"kind":"Field","name":{"kind":"Name","value":"isMember"}}]}},{"kind":"Field","name":{"kind":"Name","value":"groupLeaderboardStatistics"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"participantCount"}},{"kind":"Field","name":{"kind":"Name","value":"averageScore"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantGroups"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"code"}},{"kind":"Field","name":{"kind":"Name","value":"averageMemberScore"}},{"kind":"Field","name":{"kind":"Name","value":"groupActivityScore"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"messages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"participant"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}}]}},{"kind":"Field","name":{"kind":"Name","value":"createdAt"}},{"kind":"Field","name":{"kind":"Name","value":"updatedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participants"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"username"}},{"kind":"Field","name":{"kind":"Name","value":"avatar"}},{"kind":"Field","name":{"kind":"Name","value":"score"}},{"kind":"Field","name":{"kind":"Name","value":"isSelf"}},{"kind":"Field","name":{"kind":"Name","value":"level"}},{"kind":"Field","name":{"kind":"Name","value":"rank"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseOverviewDataQuery, GetCourseOverviewDataQueryVariables>;
-export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instancePerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"totalErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalPerformance"}}]}},{"kind":"Field","name":{"kind":"Name","value":"instanceFeedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"instanceName"}},{"kind":"Field","name":{"kind":"Name","value":"instanceType"}},{"kind":"Field","name":{"kind":"Name","value":"upvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"downvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"feedbackCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityFeedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"upvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"downvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"feedbackCount"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
+export const GetCoursePerformanceAnalyticsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePerformanceAnalytics"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCoursePerformanceAnalytics"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"totalParticipants"}},{"kind":"Field","name":{"kind":"Name","value":"activityProgresses"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"startedCount"}},{"kind":"Field","name":{"kind":"Name","value":"completedCount"}},{"kind":"Field","name":{"kind":"Name","value":"repeatedCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instancePerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementName"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"Field","name":{"kind":"Name","value":"rates"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"errorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPartialRate"}},{"kind":"Field","name":{"kind":"Name","value":"partialRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastCorrectRate"}},{"kind":"Field","name":{"kind":"Name","value":"correctRate"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"firstErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"firstPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"lastErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"lastPerformance"}},{"kind":"Field","name":{"kind":"Name","value":"totalErrorRate"}},{"kind":"Field","name":{"kind":"Name","value":"totalPerformance"}}]}},{"kind":"Field","name":{"kind":"Name","value":"participantActivityPerformances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"participantId"}},{"kind":"Field","name":{"kind":"Name","value":"participantUsername"}},{"kind":"Field","name":{"kind":"Name","value":"participantEmail"}},{"kind":"Field","name":{"kind":"Name","value":"performances"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityId"}},{"kind":"Field","name":{"kind":"Name","value":"totalScore"}},{"kind":"Field","name":{"kind":"Name","value":"completion"}}]}}]}},{"kind":"Field","name":{"kind":"Name","value":"instanceFeedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"instanceName"}},{"kind":"Field","name":{"kind":"Name","value":"instanceType"}},{"kind":"Field","name":{"kind":"Name","value":"upvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"downvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"feedbackCount"}}]}},{"kind":"Field","name":{"kind":"Name","value":"activityFeedbacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"activityType"}},{"kind":"Field","name":{"kind":"Name","value":"activityName"}},{"kind":"Field","name":{"kind":"Name","value":"upvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"downvoteRate"}},{"kind":"Field","name":{"kind":"Name","value":"feedbackCount"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePerformanceAnalyticsQuery, GetCoursePerformanceAnalyticsQueryVariables>;
 export const GetCoursePracticeQuizDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCoursePracticeQuiz"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"coursePracticeQuiz"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"FragmentSpread","name":{"kind":"Name","value":"PracticeQuizData"}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"ElementData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ElementInstance"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"elementData"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ChoicesElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"displayMode"}},{"kind":"Field","name":{"kind":"Name","value":"choices"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"ix"}},{"kind":"Field","name":{"kind":"Name","value":"correct"}},{"kind":"Field","name":{"kind":"Name","value":"feedback"}},{"kind":"Field","name":{"kind":"Name","value":"value"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"NumericalElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"accuracy"}},{"kind":"Field","name":{"kind":"Name","value":"placeholder"}},{"kind":"Field","name":{"kind":"Name","value":"unit"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutionRanges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"min"}},{"kind":"Field","name":{"kind":"Name","value":"max"}}]}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FreeTextElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"options"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hasSampleSolution"}},{"kind":"Field","name":{"kind":"Name","value":"restrictions"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"maxLength"}}]}},{"kind":"Field","name":{"kind":"Name","value":"solutions"}}]}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"FlashcardElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}},{"kind":"InlineFragment","typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"ContentElementData"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"__typename"}},{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"elementId"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"content"}},{"kind":"Field","name":{"kind":"Name","value":"explanation"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}}]}}]}}]}},{"kind":"FragmentDefinition","name":{"kind":"Name","value":"PracticeQuizData"},"typeCondition":{"kind":"NamedType","name":{"kind":"Name","value":"PracticeQuiz"}},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"status"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"pointsMultiplier"}},{"kind":"Field","name":{"kind":"Name","value":"resetTimeDays"}},{"kind":"Field","name":{"kind":"Name","value":"availableFrom"}},{"kind":"Field","name":{"kind":"Name","value":"orderType"}},{"kind":"Field","name":{"kind":"Name","value":"numOfStacks"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"color"}}]}},{"kind":"Field","name":{"kind":"Name","value":"stacks"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"description"}},{"kind":"Field","name":{"kind":"Name","value":"order"}},{"kind":"Field","name":{"kind":"Name","value":"elements"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"type"}},{"kind":"Field","name":{"kind":"Name","value":"elementType"}},{"kind":"FragmentSpread","name":{"kind":"Name","value":"ElementData"}}]}}]}}]}}]} as unknown as DocumentNode<GetCoursePracticeQuizQuery, GetCoursePracticeQuizQueryVariables>;
 export const GetCourseRunningLiveQuizzesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseRunningLiveQuizzes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseRunningLiveQuizzes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}},{"kind":"Field","name":{"kind":"Name","value":"course"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"displayName"}}]}}]}}]}}]} as unknown as DocumentNode<GetCourseRunningLiveQuizzesQuery, GetCourseRunningLiveQuizzesQueryVariables>;
 export const GetCourseSummaryDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetCourseSummary"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"getCourseSummary"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"courseId"},"value":{"kind":"Variable","name":{"kind":"Name","value":"courseId"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"numOfParticipations"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLiveQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfPracticeQuizzes"}},{"kind":"Field","name":{"kind":"Name","value":"numOfMicroLearnings"}},{"kind":"Field","name":{"kind":"Name","value":"numOfGroupActivities"}},{"kind":"Field","name":{"kind":"Name","value":"numOfLeaderboardEntries"}},{"kind":"Field","name":{"kind":"Name","value":"numOfParticipantGroups"}}]}}]}}]} as unknown as DocumentNode<GetCourseSummaryQuery, GetCourseSummaryQueryVariables>;
diff --git a/packages/graphql/src/public/client.json b/packages/graphql/src/public/client.json
index 43e165c833..28a1238b1a 100644
--- a/packages/graphql/src/public/client.json
+++ b/packages/graphql/src/public/client.json
@@ -121,7 +121,7 @@
    "GetCourseGroupActivities": "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a",
    "GetCourseGroups": "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e",
    "GetCourseOverviewData": "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77",
-   "GetCoursePerformanceAnalytics": "68073e2d84b6369841769e24b1f8a1349069b6d5033df66836441edb2f7ce021",
+   "GetCoursePerformanceAnalytics": "9b46ac78a110619d0edff36150a73170ac14822e4074d8fb4e3ab6d398ae3414",
    "GetCoursePracticeQuiz": "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7",
    "GetCourseRunningLiveQuizzes": "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1",
    "GetCourseSummary": "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571",
diff --git a/packages/graphql/src/public/schema.graphql b/packages/graphql/src/public/schema.graphql
index 3953100f45..248c3bff85 100644
--- a/packages/graphql/src/public/schema.graphql
+++ b/packages/graphql/src/public/schema.graphql
@@ -343,6 +343,7 @@ type CoursePerformanceAnalytics {
   instanceFeedbacks: [InstanceFeedback!]!
   instancePerformances: [InstancePerformance!]!
   name: String!
+  participantActivityPerformances: [ParticipantActivityPerformances!]!
   participantPerformances: [ParticipantPerformance!]!
   totalParticipants: Int!
 }
@@ -1245,6 +1246,20 @@ type ParticipantAchievementInstance {
   id: Int!
 }
 
+type ParticipantActivityPerformance {
+  activityId: String!
+  completion: Float!
+  id: Int!
+  totalScore: Int!
+}
+
+type ParticipantActivityPerformances {
+  participantEmail: String
+  participantId: String!
+  participantUsername: String!
+  performances: [ParticipantActivityPerformance!]!
+}
+
 type ParticipantActivityTimestamp {
   activeParticipants: Int!
   date: Date!
diff --git a/packages/graphql/src/public/server.json b/packages/graphql/src/public/server.json
index 28d4040229..2a674a1cb5 100644
--- a/packages/graphql/src/public/server.json
+++ b/packages/graphql/src/public/server.json
@@ -121,7 +121,7 @@
    "01799c6afc7a0e5eccede415c803d033cfb972507499f6cd3bb4e493c2e9d83a": "query GetCourseGroupActivities($courseId: String!) {\n  groupActivities(courseId: $courseId) {\n    id\n    displayName\n    status\n    description\n    scheduledStartAt\n    scheduledEndAt\n    __typename\n  }\n}",
    "b273f652a6ee76b9eee6d99f4f64b277480502f674f6145d7d0b706d53f25e6e": "query GetCourseGroups($courseId: String!) {\n  getCourseGroups(courseId: $courseId) {\n    participantGroups {\n      id\n      name\n      code\n      averageMemberScore\n      groupActivityScore\n      participants {\n        id\n        username\n        score\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    groupAssignmentPoolEntries {\n      id\n      participant {\n        id\n        username\n        email\n        avatar\n        __typename\n      }\n      __typename\n    }\n    __typename\n  }\n}",
    "fe16bc8ac7ebe8c4ea42314a6b209843a13a077bc3ebd9e3845e4d8f0472fc77": "query GetCourseOverviewData($courseId: String!) {\n  getCourseOverviewData(courseId: $courseId) {\n    id\n    inRandomGroupPool\n    participant {\n      id\n      avatar\n      username\n      xp\n      level\n      participantGroups {\n        id\n        __typename\n      }\n      __typename\n    }\n    participation {\n      id\n      isActive\n      __typename\n    }\n    course {\n      id\n      displayName\n      color\n      description\n      isGamificationEnabled\n      groupDeadlineDate\n      isGroupDeadlinePassed\n      isGroupCreationEnabled\n      maxGroupSize\n      preferredGroupSize\n      awards {\n        id\n        order\n        type\n        displayName\n        description\n        participant {\n          id\n          username\n          avatar\n          __typename\n        }\n        participantGroup {\n          id\n          name\n          __typename\n        }\n        __typename\n      }\n      __typename\n    }\n    leaderboard {\n      id\n      participantId\n      username\n      avatar\n      score\n      isSelf\n      rank\n      level\n      __typename\n    }\n    leaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    groupLeaderboard {\n      id\n      name\n      score\n      rank\n      isMember\n      __typename\n    }\n    groupLeaderboardStatistics {\n      participantCount\n      averageScore\n      __typename\n    }\n    __typename\n  }\n  participantGroups(courseId: $courseId) {\n    id\n    name\n    code\n    averageMemberScore\n    groupActivityScore\n    score\n    messages {\n      id\n      content\n      participant {\n        id\n        username\n        avatar\n        __typename\n      }\n      createdAt\n      updatedAt\n      __typename\n    }\n    participants {\n      id\n      username\n      avatar\n      score\n      isSelf\n      level\n      rank\n      __typename\n    }\n    __typename\n  }\n}",
-   "68073e2d84b6369841769e24b1f8a1349069b6d5033df66836441edb2f7ce021": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    activityPerformances {\n      __typename\n      id\n      activityName\n      activityType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    instancePerformances {\n      __typename\n      id\n      elementName\n      elementType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    participantPerformances {\n      __typename\n      id\n      firstErrorRate\n      firstPerformance\n      lastErrorRate\n      lastPerformance\n      totalErrorRate\n      totalPerformance\n    }\n    instanceFeedbacks {\n      __typename\n      id\n      activityType\n      instanceName\n      instanceType\n      upvoteRate\n      downvoteRate\n      feedbackCount\n    }\n    activityFeedbacks {\n      __typename\n      id\n      activityType\n      activityName\n      upvoteRate\n      downvoteRate\n      feedbackCount\n    }\n    __typename\n  }\n}",
+   "9b46ac78a110619d0edff36150a73170ac14822e4074d8fb4e3ab6d398ae3414": "query GetCoursePerformanceAnalytics($courseId: String!) {\n  getCoursePerformanceAnalytics(courseId: $courseId) {\n    name\n    totalParticipants\n    activityProgresses {\n      activityName\n      activityType\n      startedCount\n      completedCount\n      repeatedCount\n      __typename\n    }\n    activityPerformances {\n      __typename\n      id\n      activityName\n      activityType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    instancePerformances {\n      __typename\n      id\n      elementName\n      elementType\n      rates {\n        firstErrorRate\n        lastErrorRate\n        errorRate\n        firstPartialRate\n        lastPartialRate\n        partialRate\n        firstCorrectRate\n        lastCorrectRate\n        correctRate\n        __typename\n      }\n    }\n    participantPerformances {\n      __typename\n      id\n      firstErrorRate\n      firstPerformance\n      lastErrorRate\n      lastPerformance\n      totalErrorRate\n      totalPerformance\n    }\n    participantActivityPerformances {\n      __typename\n      participantId\n      participantUsername\n      participantEmail\n      performances {\n        id\n        activityId\n        totalScore\n        completion\n        __typename\n      }\n    }\n    instanceFeedbacks {\n      __typename\n      id\n      activityType\n      instanceName\n      instanceType\n      upvoteRate\n      downvoteRate\n      feedbackCount\n    }\n    activityFeedbacks {\n      __typename\n      id\n      activityType\n      activityName\n      upvoteRate\n      downvoteRate\n      feedbackCount\n    }\n    __typename\n  }\n}",
    "c85b76ca88a32805628003e4ef1db94904e609d70712436536475eedd9c714c7": "fragment PracticeQuizData on PracticeQuiz {\n  id\n  status\n  name\n  displayName\n  description\n  pointsMultiplier\n  resetTimeDays\n  availableFrom\n  orderType\n  numOfStacks\n  course {\n    id\n    displayName\n    color\n    __typename\n  }\n  stacks {\n    id\n    type\n    displayName\n    description\n    order\n    elements {\n      id\n      type\n      elementType\n      ...ElementData\n      __typename\n    }\n    __typename\n  }\n  __typename\n}\nfragment ElementData on ElementInstance {\n  elementData {\n    ... on ChoicesElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        displayMode\n        choices {\n          ix\n          correct\n          feedback\n          value\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on NumericalElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        accuracy\n        placeholder\n        unit\n        restrictions {\n          min\n          max\n          __typename\n        }\n        solutionRanges {\n          min\n          max\n          __typename\n        }\n        __typename\n      }\n    }\n    ... on FreeTextElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n      options {\n        hasSampleSolution\n        restrictions {\n          maxLength\n          __typename\n        }\n        solutions\n        __typename\n      }\n    }\n    ... on FlashcardElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    ... on ContentElementData {\n      __typename\n      id\n      elementId\n      name\n      type\n      content\n      explanation\n      pointsMultiplier\n    }\n    __typename\n  }\n  __typename\n}\nquery GetCoursePracticeQuiz($courseId: String!) {\n  coursePracticeQuiz(courseId: $courseId) {\n    ...PracticeQuizData\n    __typename\n  }\n}",
    "ce037e4ed631347550ff54d45e5d0b4c94389f35d77873e535ce8e676fd2aec1": "query GetCourseRunningLiveQuizzes($courseId: String!) {\n  getCourseRunningLiveQuizzes(courseId: $courseId) {\n    id\n    name\n    displayName\n    course {\n      id\n      displayName\n      __typename\n    }\n    __typename\n  }\n}",
    "ab045b4abe94c4ba4e86150994ce42656310ff79241fd52a2e3b03396d6d0571": "query GetCourseSummary($courseId: String!) {\n  getCourseSummary(courseId: $courseId) {\n    numOfParticipations\n    numOfLiveQuizzes\n    numOfPracticeQuizzes\n    numOfMicroLearnings\n    numOfGroupActivities\n    numOfLeaderboardEntries\n    numOfParticipantGroups\n    __typename\n  }\n}",
diff --git a/packages/graphql/src/schema/analytics.ts b/packages/graphql/src/schema/analytics.ts
index d0601fce5c..1599ba9001 100644
--- a/packages/graphql/src/schema/analytics.ts
+++ b/packages/graphql/src/schema/analytics.ts
@@ -7,6 +7,8 @@ import {
   InstanceFeedback as InstanceFeedbackType,
   InstancePerformance as InstancePerformanceType,
   InstanceQuizAnalytics as InstanceQuizAnalyticsType,
+  ParticipantActivityPerformance as ParticipantActivityPerformanceType,
+  ParticipantActivityPerformances as ParticipantActivityPerformancesType,
   ParticipantPerformance as ParticipantPerformanceType,
   PerformanceRates as PerformanceRatesType,
 } from '@klicker-uzh/types'
@@ -235,6 +237,40 @@ export const ParticipantPerformance = builder.objectType(
   }
 )
 
+export const ParticipantActivityPerformanceRef =
+  builder.objectRef<ParticipantActivityPerformanceType>(
+    'ParticipantActivityPerformance'
+  )
+export const ParticipantActivityPerformance = builder.objectType(
+  ParticipantActivityPerformanceRef,
+  {
+    fields: (t) => ({
+      id: t.exposeInt('id'),
+      activityId: t.exposeString('activityId'),
+      totalScore: t.exposeInt('totalScore'),
+      completion: t.exposeFloat('completion'),
+    }),
+  }
+)
+
+export const ParticipantActivityPerformancesRef =
+  builder.objectRef<ParticipantActivityPerformancesType>(
+    'ParticipantActivityPerformances'
+  )
+export const ParticipantActivityPerformances = builder.objectType(
+  ParticipantActivityPerformancesRef,
+  {
+    fields: (t) => ({
+      participantId: t.exposeString('participantId'),
+      participantUsername: t.exposeString('participantUsername'),
+      participantEmail: t.exposeString('participantEmail', { nullable: true }),
+      performances: t.expose('activityPerformances', {
+        type: [ParticipantActivityPerformance],
+      }),
+    }),
+  }
+)
+
 export const InstanceFeedbackRef =
   builder.objectRef<InstanceFeedbackType>('InstanceFeedback')
 export const InstanceFeedback = builder.objectType(InstanceFeedbackRef, {
@@ -269,6 +305,7 @@ interface ICoursePerformanceAnalytics {
   activityPerformances: ActivityPerformanceType[]
   instancePerformances: InstancePerformanceType[]
   participantPerformances: ParticipantPerformanceType[]
+  participantActivityPerformances: ParticipantActivityPerformancesType[]
   instanceFeedbacks: InstanceFeedbackType[]
   activityFeedbacks: ActivityFeedbackType[]
 }
@@ -292,6 +329,12 @@ export const CoursePerformanceAnalytics = builder.objectType(
       participantPerformances: t.expose('participantPerformances', {
         type: [ParticipantPerformance],
       }),
+      participantActivityPerformances: t.expose(
+        'participantActivityPerformances',
+        {
+          type: [ParticipantActivityPerformances],
+        }
+      ),
       instanceFeedbacks: t.expose('instanceFeedbacks', {
         type: [InstanceFeedback],
       }),
diff --git a/packages/graphql/src/services/analytics.ts b/packages/graphql/src/services/analytics.ts
index f7fd61599e..5db73c348c 100644
--- a/packages/graphql/src/services/analytics.ts
+++ b/packages/graphql/src/services/analytics.ts
@@ -6,9 +6,11 @@ import {
   ElementStack,
   ElementType,
   MicroLearning,
+  Participant,
   PracticeQuiz,
   ActivityPerformance as PrismaActivityPerformance,
   InstancePerformance as PrismaInstancePerformance,
+  ParticipantActivityPerformance as PrismaParticipantActivityPerformance,
 } from '@klicker-uzh/prisma'
 import {
   ActivityFeedback,
@@ -17,6 +19,7 @@ import {
   InstanceFeedback,
   InstancePerformance,
   InstanceQuizAnalytics,
+  ParticipantActivityPerformance,
 } from '@klicker-uzh/types'
 import dayjs from 'dayjs'
 import { ContextWithUser } from 'src/lib/context.js'
@@ -306,6 +309,9 @@ function computeActivityInstancePerformance({
       })[]
       progress: ActivityProgress | null
       performance: PrismaActivityPerformance | null
+      participantPerformances: (PrismaParticipantActivityPerformance & {
+        participant: Participant
+      })[]
     })[]
     microLearnings: (MicroLearning & {
       stacks: (ElementStack & {
@@ -315,10 +321,16 @@ function computeActivityInstancePerformance({
       })[]
       progress: ActivityProgress | null
       performance: PrismaActivityPerformance | null
+      participantPerformances: (PrismaParticipantActivityPerformance & {
+        participant: Participant
+      })[]
     })[]
   }
 }) {
-  return [...course.practiceQuizzes, ...course.microLearnings].reduce<{
+  const activityInstanceAnalytics = [
+    ...course.practiceQuizzes,
+    ...course.microLearnings,
+  ].reduce<{
     activityProgresses: {
       activityName: string
       activityType: ActivityType
@@ -422,6 +434,55 @@ function computeActivityInstancePerformance({
       instancePerformances: [],
     }
   )
+
+  const participantActivityObject = [
+    ...course.practiceQuizzes,
+    ...course.microLearnings,
+  ].reduce<
+    Record<
+      string,
+      {
+        participantUsername: string
+        participantEmail: string | null
+        activityPerformances: ParticipantActivityPerformance[]
+      }
+    >
+  >((acc, activity) => {
+    activity.participantPerformances.map((performance) => {
+      // extract performance data that should be tracked (table cell value)
+      const performanceEntry = {
+        id: performance.id,
+        totalScore: performance.totalScore,
+        completion: performance.completion,
+        activityId: activity.id,
+      }
+
+      // create a new entry in the accumulator or update it with the corresponding activity performance data
+      if (!acc[performance.participant.id]) {
+        acc[performance.participant.id] = {
+          participantUsername: performance.participant.username,
+          participantEmail: performance.participant.email,
+          activityPerformances: [performanceEntry],
+        }
+      } else {
+        acc[performance.participant.id]!.activityPerformances.push(
+          performanceEntry
+        )
+      }
+    })
+
+    return acc
+  }, {})
+
+  // transfer the data into a list format before returning it
+  const participantActivityPerformances = Object.entries(
+    participantActivityObject
+  ).map(([participantId, entry]) => ({
+    participantId,
+    ...entry,
+  }))
+
+  return { ...activityInstanceAnalytics, participantActivityPerformances }
 }
 
 export async function getCoursePerformanceAnalytics(
@@ -438,6 +499,11 @@ export async function getCoursePerformanceAnalytics(
         include: {
           progress: true,
           performance: true,
+          participantPerformances: {
+            include: {
+              participant: true,
+            },
+          },
           stacks: {
             include: {
               elements: {
@@ -455,6 +521,11 @@ export async function getCoursePerformanceAnalytics(
         include: {
           progress: true,
           performance: true,
+          participantPerformances: {
+            include: {
+              participant: true,
+            },
+          },
           stacks: {
             include: {
               elements: {
@@ -485,6 +556,7 @@ export async function getCoursePerformanceAnalytics(
       totalParticipants: course._count.participations,
       activityProgresses: [],
       activityPerformances: [],
+      participantActivityPerformances: [],
       instancePerformances: [],
       participantPerformances: course.participantPerformances,
       instanceFeedbacks: [],
@@ -493,10 +565,14 @@ export async function getCoursePerformanceAnalytics(
   }
 
   // map the metrics for all activities in the course to the desired performance and progress values
-  const { activityProgresses, activityPerformances, instancePerformances } =
-    computeActivityInstancePerformance({
-      course,
-    })
+  const {
+    activityProgresses,
+    activityPerformances,
+    participantActivityPerformances,
+    instancePerformances,
+  } = computeActivityInstancePerformance({
+    course,
+  })
 
   const { instanceFeedbacks, activityFeedbacks } =
     computeActivityInstanceFeedbacks({ course })
@@ -506,6 +582,7 @@ export async function getCoursePerformanceAnalytics(
     totalParticipants: course._count.participations,
     activityProgresses,
     activityPerformances,
+    participantActivityPerformances,
     instancePerformances,
     participantPerformances: course.participantPerformances,
     instanceFeedbacks,
diff --git a/packages/i18n/messages/de.ts b/packages/i18n/messages/de.ts
index 5b8741e70d..02010aad2f 100644
--- a/packages/i18n/messages/de.ts
+++ b/packages/i18n/messages/de.ts
@@ -231,6 +231,8 @@ export default {
       weeks: 'Wochen',
       student: 'Studierende(r)',
       activity: 'Aktivität',
+      featurePreview: 'Feature-Vorschau',
+      new: 'Neu',
     },
     contentInput: {
       boldStyle:
@@ -1898,6 +1900,7 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
       upvotes: 'Positive Bewertungen',
       downvotes: 'Negative Bewertungen',
       performanceRates: 'Performance-Raten',
+      totalScore: 'Gesamtpunktzahl',
       activityProgress: 'Aktivitätsfortschritt',
       studentPerformance: 'Studierendenleistung',
       feedbackOverview: 'Feedback-Übersicht',
@@ -1935,6 +1938,18 @@ Da die KlickerUZH-App noch nicht im iOS-App-Store verfügbar ist, folgen Sie die
         'Bisher sind keine Daten zum Fortschritt in asynchronen Aktivitäten für diesen Kurs verfügbar.',
       noStudentPerformanceData:
         'Bisher sind keine Daten zur Studierendenleistung für diesen Kurs verfügbar.',
+      noStudentActivityPerformanceData:
+        'Bisher sind keine Daten zur Studierendenleistung für Aktivitäten in diesem Kurs verfügbar.',
+      studentActivityPerformance: 'Leistung der Studierenden in Aktivitäten',
+      studentUsername: 'Nutzername',
+      studentEmail: 'E-Mail Adresse',
+      emailMissing: 'n/a',
+      selectAllActivities: 'Alle Aktivitäten auswählen',
+      deselectAllActivities: 'Alle Aktivitäten abwählen',
+      noActivitySelected:
+        'Bitte wählen Sie mindestens eine Aktivität aus, um die gesammelten Punkte und den Fortschritt der Studierenden anzuzeigen.',
+      participantActivityPerformanceDescription:
+        'Diese Tabelle stellt den Fortschritt und die gesammelten Punkte der Studierenden in den ausgewählten Aktivitäten dar. Es werden alle berechneten Punkte (inkl. Repetitionen bei Übungs-Quizzes) dargestellt. Diese Zahl kann aufgrund der Bepunktungslogik bei Repetitionen von der Anzahl gesammelter Punkte auf dem Kurs-Leaderboard abweichen. Der prozentuale Fortschritt entspricht der Anzahl Elemente in der Aktivität, welche mindestens einmal beantwortet wurden.',
     },
   },
   control: {
diff --git a/packages/i18n/messages/en.ts b/packages/i18n/messages/en.ts
index fa6a687f68..52853698e3 100644
--- a/packages/i18n/messages/en.ts
+++ b/packages/i18n/messages/en.ts
@@ -231,6 +231,8 @@ export default {
       weeks: 'Weeks',
       student: 'Student',
       activity: 'Activity',
+      featurePreview: 'Feature Preview',
+      new: 'New',
     },
     contentInput: {
       boldStyle:
@@ -1884,6 +1886,7 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
       upvotes: 'Upvotes',
       downvotes: 'Downvotes',
       performanceRates: 'Performance Rates',
+      totalScore: 'Total Score',
       activityProgress: 'Activity Progress',
       studentPerformance: 'Student Performance',
       feedbackOverview: 'Feedback Overview',
@@ -1920,6 +1923,18 @@ Since the KlickerUZH app is not yet available on the iOS App Store, follow these
         'No asynchronous activity progress data is available for this course yet.',
       noStudentPerformanceData:
         'No student performance data is available for this course yet.',
+      noStudentActivityPerformanceData:
+        'No student performance data is available for activities in this course yet.',
+      studentActivityPerformance: 'Student Activity Performance',
+      studentUsername: 'Username',
+      studentEmail: 'E-Mail Address',
+      emailMissing: 'n/a',
+      selectAllActivities: 'Select all activities',
+      deselectAllActivities: 'Deselect all activities',
+      noActivitySelected:
+        'Please select at least one activity to display the collected points and the progress of the students.',
+      participantActivityPerformanceDescription:
+        'This table illustrates the progress and collected points of the participants in the selected activities. It displays all calculated points (including repetitions of practice quizzes). This number may differ from the number of collected points on the course leaderboard due to the scoring logic for repetitions. The percentage progress corresponds to the number of elements in the activity that have been answered at least once.',
     },
   },
   control: {
diff --git a/packages/markdown/package.json b/packages/markdown/package.json
index f6d755a60c..add334a517 100644
--- a/packages/markdown/package.json
+++ b/packages/markdown/package.json
@@ -40,7 +40,7 @@
     "@fortawesome/free-regular-svg-icons": "^6.6.0",
     "@fortawesome/free-solid-svg-icons": "^6.6.0",
     "@fortawesome/react-fontawesome": "^0.2.2",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "next": "^15.0.0",
     "react": "^18.3.1",
     "react-dom": "^18.3.1",
diff --git a/packages/shared-components/package.json b/packages/shared-components/package.json
index 2c6b7c8006..5ddb29756c 100644
--- a/packages/shared-components/package.json
+++ b/packages/shared-components/package.json
@@ -39,7 +39,7 @@
     "@fortawesome/react-fontawesome": "^0.2.2",
     "@klicker-uzh/graphql": "workspace:*",
     "@klicker-uzh/markdown": "workspace:*",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "dayjs": "^1.11.13",
     "formik": "^2.4.6",
     "js-cookie": "^3.0.5",
diff --git a/packages/shared-components/src/DataTable.tsx b/packages/shared-components/src/DataTable.tsx
index a5e58a9f17..d281ea4177 100644
--- a/packages/shared-components/src/DataTable.tsx
+++ b/packages/shared-components/src/DataTable.tsx
@@ -30,6 +30,7 @@ interface DataTableProps<TData, TValue> {
     accessorKey: string
     className?: string
     csvOnly?: boolean
+    displayName?: string
   })[]
   data: TData[]
   csvFilename?: string
@@ -81,6 +82,7 @@ function DataTable<TData, TValue>({
       return {
         id: column.accessorKey,
         label: column.header,
+        displayName: column.displayName,
       }
     })
   }, [columns])
diff --git a/packages/transactional/package.json b/packages/transactional/package.json
index 4c1389d6f2..6c9f4a93df 100644
--- a/packages/transactional/package.json
+++ b/packages/transactional/package.json
@@ -8,7 +8,7 @@
     "@react-email/components": "~0.0.25",
     "@types/node": "^20.16.1",
     "@types/react": "^18.3.11",
-    "@uzh-bf/design-system": "3.0.0-alpha.35",
+    "@uzh-bf/design-system": "3.0.0-alpha.36",
     "react": "~18.3.1",
     "react-email": "~3.0.1",
     "tsx": "~4.19.1",
diff --git a/packages/types/src/index.ts b/packages/types/src/index.ts
index 97d609a818..22f95f0efa 100644
--- a/packages/types/src/index.ts
+++ b/packages/types/src/index.ts
@@ -388,6 +388,20 @@ export type ActivityPerformance = {
   rates: PerformanceRates
 }
 
+export type ParticipantActivityPerformances = {
+  participantId: string
+  participantUsername: string
+  participantEmail: string | null
+  activityPerformances: ParticipantActivityPerformance[]
+}
+
+export type ParticipantActivityPerformance = {
+  id: number
+  activityId: string
+  totalScore: number
+  completion: number
+}
+
 export type InstancePerformance = {
   id: number
   elementName: string
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 8e13fdd824..a9c34aabde 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -72,8 +72,8 @@ importers:
         specifier: 1.0.7
         version: 1.0.7(@prisma/client@6.1.0(prisma@6.1.0))(next-auth@4.24.8(next@15.0.0(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(nodemailer@6.9.15)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       axios:
         specifier: 1.7.7
         version: 1.7.7(debug@4.3.7)
@@ -302,8 +302,8 @@ importers:
         specifier: ^8.5.12
         version: 8.5.12
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       axios:
         specifier: ~1.7.7
         version: 1.7.7(debug@4.3.7)
@@ -404,8 +404,8 @@ importers:
         specifier: ^18.3.11
         version: 18.3.11
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3)))(yup@1.4.0)
       autoprefixer:
         specifier: ~10.4.20
         version: 10.4.20(postcss@8.4.47)
@@ -500,8 +500,8 @@ importers:
         specifier: 1.9.1
         version: 1.9.1(next@15.0.0(@babel/core@7.21.8)(@opentelemetry/api@1.9.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       cross-env:
         specifier: 7.0.3
         version: 7.0.3
@@ -666,8 +666,8 @@ importers:
         specifier: 2.4.1
         version: 2.4.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       dayjs:
         specifier: 1.11.13
         version: 1.11.13
@@ -910,8 +910,8 @@ importers:
         specifier: 2.4.1
         version: 2.4.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       body-parser:
         specifier: 1.20.3
         version: 1.20.3
@@ -1071,8 +1071,8 @@ importers:
         specifier: ^20.16.1
         version: 20.16.1
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       azure-functions-core-tools:
         specifier: ~4.0.6610
         version: 4.0.6610
@@ -1123,8 +1123,8 @@ importers:
         specifier: ^20.16.1
         version: 20.16.1
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       azure-functions-core-tools:
         specifier: ~4.0.6610
         version: 4.0.6610
@@ -1193,8 +1193,8 @@ importers:
   apps/office-addin:
     dependencies:
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       core-js:
         specifier: 3.30.2
         version: 3.30.2
@@ -1632,8 +1632,8 @@ importers:
         specifier: ^0.2.2
         version: 0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1)
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       next:
         specifier: ^15.0.0
         version: 15.0.0(@babel/core@7.25.8)(@opentelemetry/api@1.9.0)(babel-plugin-macros@3.1.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -1823,8 +1823,8 @@ importers:
         specifier: ^0.2.2
         version: 0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1)
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       dayjs:
         specifier: ^1.11.13
         version: 1.11.13
@@ -1950,8 +1950,8 @@ importers:
         specifier: ^18.3.11
         version: 18.3.11
       '@uzh-bf/design-system':
-        specifier: 3.0.0-alpha.35
-        version: 3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
+        specifier: 3.0.0-alpha.36
+        version: 3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)
       react:
         specifier: ~18.3.1
         version: 18.3.1
@@ -5523,8 +5523,8 @@ packages:
   '@radix-ui/react-alert-dialog@1.1.1':
     resolution: {integrity: sha512-wmCoJwj7byuVuiLKqDLlX7ClSUU0vd9sdCeM+2Ls+uf13+cpSJoMgwysHq1SGVVkJj5Xn0XWi1NoRCdkMpr6Mw==}
     peerDependencies:
-      '@types/react': '*'
-      '@types/react-dom': '*'
+      '@types/react': npm:types-react@19.0.0-rc.0
+      '@types/react-dom': npm:types-react-dom@19.0.0-rc.0
       react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
       react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
     peerDependenciesMeta:
@@ -5588,8 +5588,8 @@ packages:
   '@radix-ui/react-checkbox@1.1.1':
     resolution: {integrity: sha512-0i/EKJ222Afa1FE0C6pNJxDq1itzcl3HChE9DwskA4th4KRse8ojx8a1nVcOjwJdbpDLcz7uol77yYnQNMHdKw==}
     peerDependencies:
-      '@types/react': '*'
-      '@types/react-dom': '*'
+      '@types/react': npm:types-react@19.0.0-rc.0
+      '@types/react-dom': npm:types-react-dom@19.0.0-rc.0
       react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
       react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
     peerDependenciesMeta:
@@ -5986,8 +5986,8 @@ packages:
   '@radix-ui/react-popover@1.1.1':
     resolution: {integrity: sha512-3y1A3isulwnWhvTTwmIreiB8CF4L+qRjZnK1wYLO7pplddzXKby/GnZ2M7OZY3qgnl6p9AodUIHRYGXNah8Y7g==}
     peerDependencies:
-      '@types/react': '*'
-      '@types/react-dom': '*'
+      '@types/react': npm:types-react@19.0.0-rc.0
+      '@types/react-dom': npm:types-react-dom@19.0.0-rc.0
       react: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
       react-dom: ^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc
     peerDependenciesMeta:
@@ -7767,8 +7767,8 @@ packages:
   '@ungap/structured-clone@1.2.0':
     resolution: {integrity: sha512-zuVdFrMJiuCDQUMCzQaD6KL28MjnqqN8XnAqiEq9PNm/hCPTSGfrXCOfwj1ow4LFb/tNymJPwsNbVePc1xFqrQ==}
 
-  '@uzh-bf/design-system@3.0.0-alpha.35':
-    resolution: {integrity: sha512-acA0Ldz4yKC2n9OXRa+39eTerXcjIM9DIVao1ewqLe9sNCp12ETsvxEyAqpGWnIhJ83kn89FqLnMk6Z16cOOKQ==}
+  '@uzh-bf/design-system@3.0.0-alpha.36':
+    resolution: {integrity: sha512-yHPTKVEtlZhcKK2YDHMDyW8k8GSIJj9hhYjLmSZLFg5m3R/bmJVlSfnGneCe3F/3hpOq7IcdVR1gySI+EYyjIw==}
     engines: {node: '=20'}
     peerDependencies:
       '@fortawesome/fontawesome-svg-core': ^6.6.0
@@ -17536,7 +17536,7 @@ snapshots:
   '@azure/core-tracing@1.0.0-preview.12':
     dependencies:
       '@opentelemetry/api': 1.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@azure/core-tracing@1.2.0':
     dependencies:
@@ -17574,7 +17574,7 @@ snapshots:
       open: 7.4.2
       qs: 6.13.0
       stoppable: 1.1.0
-      tslib: 2.8.0
+      tslib: 2.8.1
       uuid: 8.3.2
     optionalDependencies:
       keytar: 7.9.0
@@ -17613,7 +17613,7 @@ snapshots:
       '@azure/core-tracing': 1.2.0
       '@azure/core-util': 1.11.0
       '@azure/logger': 1.1.4
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -20693,7 +20693,7 @@ snapshots:
       cssnano-preset-advanced: 6.1.2(postcss@8.4.47)
       postcss: 8.4.47
       postcss-sort-media-queries: 5.2.0(postcss@8.4.47)
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@docusaurus/faster@3.6.3(@docusaurus/types@3.6.3(@swc/core@1.8.0(@swc/helpers@0.5.13))(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@swc/helpers@0.5.13)':
     dependencies:
@@ -21522,7 +21522,7 @@ snapshots:
 
   '@envelop/types@3.0.2':
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@envelop/validation-cache@5.1.3(@envelop/core@3.0.6)(graphql@16.9.0)':
     dependencies:
@@ -21804,7 +21804,7 @@ snapshots:
   '@formatjs/ecma402-abstract@2.0.0':
     dependencies:
       '@formatjs/intl-localematcher': 0.5.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@formatjs/fast-memoize@2.2.0':
     dependencies:
@@ -21814,12 +21814,12 @@ snapshots:
     dependencies:
       '@formatjs/ecma402-abstract': 2.0.0
       '@formatjs/icu-skeleton-parser': 1.8.2
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@formatjs/icu-skeleton-parser@1.8.2':
     dependencies:
       '@formatjs/ecma402-abstract': 2.0.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@formatjs/intl-localematcher@0.5.4':
     dependencies:
@@ -22076,7 +22076,7 @@ snapshots:
       '@graphql-tools/utils': 10.5.5(graphql@16.9.0)
       dataloader: 2.2.2
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
       value-or-promise: 1.0.12
 
   '@graphql-tools/code-file-loader@8.1.3(graphql@16.9.0)':
@@ -22099,13 +22099,13 @@ snapshots:
       '@repeaterjs/repeater': 3.0.6
       dataloader: 2.2.2
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@graphql-tools/documents@1.0.1(graphql@16.9.0)':
     dependencies:
       graphql: 16.9.0
       lodash.sortby: 4.7.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@graphql-tools/executor-graphql-ws@1.2.0(graphql@16.9.0)':
     dependencies:
@@ -22114,7 +22114,7 @@ snapshots:
       graphql: 16.9.0
       graphql-ws: 5.16.0(graphql@16.9.0)
       isomorphic-ws: 5.0.0(ws@8.18.0)
-      tslib: 2.8.0
+      tslib: 2.8.1
       ws: 8.18.0
     transitivePeerDependencies:
       - bufferutil
@@ -22128,7 +22128,7 @@ snapshots:
       extract-files: 11.0.0
       graphql: 16.9.0
       meros: 1.3.0(@types/node@20.16.1)
-      tslib: 2.8.0
+      tslib: 2.8.1
       value-or-promise: 1.0.12
     transitivePeerDependencies:
       - '@types/node'
@@ -22139,7 +22139,7 @@ snapshots:
       '@types/ws': 8.5.12
       graphql: 16.9.0
       isomorphic-ws: 5.0.0(ws@8.18.0)
-      tslib: 2.8.0
+      tslib: 2.8.1
       ws: 8.18.0
     transitivePeerDependencies:
       - bufferutil
@@ -22160,7 +22160,7 @@ snapshots:
       '@graphql-typed-document-node/core': 3.2.0(graphql@16.9.0)
       '@repeaterjs/repeater': 3.0.6
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
       value-or-promise: 1.0.12
 
   '@graphql-tools/git-loader@8.0.7(graphql@16.9.0)':
@@ -22208,7 +22208,7 @@ snapshots:
       '@babel/types': 7.25.8
       '@graphql-tools/utils': 10.5.5(graphql@16.9.0)
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -22217,7 +22217,7 @@ snapshots:
       '@graphql-tools/utils': 10.5.5(graphql@16.9.0)
       graphql: 16.9.0
       resolve-from: 5.0.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@graphql-tools/json-file-loader@8.0.1(graphql@16.9.0)':
     dependencies:
@@ -22239,18 +22239,18 @@ snapshots:
     dependencies:
       '@graphql-tools/utils': 9.2.1(graphql@16.9.0)
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@graphql-tools/merge@9.0.6(graphql@16.9.0)':
     dependencies:
       '@graphql-tools/utils': 10.5.5(graphql@16.9.0)
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@graphql-tools/optimize@2.0.0(graphql@16.9.0)':
     dependencies:
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@graphql-tools/prisma-loader@8.0.4(@types/node@20.16.1)(graphql@16.9.0)':
     dependencies:
@@ -22283,7 +22283,7 @@ snapshots:
       '@ardatan/relay-compiler': 12.0.0(graphql@16.9.0)
       '@graphql-tools/utils': 10.5.5(graphql@16.9.0)
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - encoding
       - supports-color
@@ -22293,7 +22293,7 @@ snapshots:
       '@graphql-tools/merge': 9.0.6(graphql@16.9.0)
       '@graphql-tools/utils': 10.5.5(graphql@16.9.0)
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
       value-or-promise: 1.0.12
 
   '@graphql-tools/schema@9.0.19(graphql@16.9.0)':
@@ -22351,7 +22351,7 @@ snapshots:
       '@graphql-tools/schema': 10.0.6(graphql@16.9.0)
       '@graphql-tools/utils': 10.5.5(graphql@16.9.0)
       graphql: 16.9.0
-      tslib: 2.8.0
+      tslib: 2.8.1
       value-or-promise: 1.0.12
 
   '@graphql-typed-document-node/core@3.2.0(graphql@16.9.0)':
@@ -22623,7 +22623,7 @@ snapshots:
   '@ionic/utils-array@2.1.6':
     dependencies:
       debug: 4.3.7(supports-color@8.1.1)
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -22639,7 +22639,7 @@ snapshots:
   '@ionic/utils-object@2.1.6':
     dependencies:
       debug: 4.3.7(supports-color@8.1.1)
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -22650,14 +22650,14 @@ snapshots:
       debug: 4.3.7(supports-color@8.1.1)
       signal-exit: 3.0.7
       tree-kill: 1.2.2
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
   '@ionic/utils-stream@3.1.6':
     dependencies:
       debug: 4.3.7(supports-color@8.1.1)
-      tslib: 2.8.0
+      tslib: 2.8.1
     transitivePeerDependencies:
       - supports-color
 
@@ -22682,7 +22682,7 @@ snapshots:
       slice-ansi: 4.0.0
       string-width: 4.2.3
       strip-ansi: 6.0.1
-      tslib: 2.8.0
+      tslib: 2.8.1
       untildify: 4.0.0
       wrap-ansi: 7.0.0
     transitivePeerDependencies:
@@ -23425,18 +23425,18 @@ snapshots:
     dependencies:
       asn1js: 3.0.5
       pvtsutils: 1.3.5
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@peculiar/json-schema@1.1.12':
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@peculiar/webcrypto@1.5.0':
     dependencies:
       '@peculiar/asn1-schema': 2.3.13
       '@peculiar/json-schema': 1.1.12
       pvtsutils: 1.3.5
-      tslib: 2.8.0
+      tslib: 2.8.1
       webcrypto-core: 1.8.0
 
   '@pkgjs/parseargs@0.11.0':
@@ -23607,6 +23607,20 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-accordion@1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-collapsible': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-collection': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-alert-dialog@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -23621,6 +23635,30 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-alert-dialog@1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dialog': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-alert-dialog@1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dialog': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-arrow@1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23631,6 +23669,13 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-arrow@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-arrow@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -23640,6 +23685,12 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-arrow@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-aspect-ratio@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -23649,6 +23700,12 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-aspect-ratio@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-avatar@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
@@ -23661,6 +23718,15 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-avatar@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-checkbox@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -23677,6 +23743,19 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-checkbox@1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-size': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-collapsible@1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23694,6 +23773,20 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-collapsible@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-collapsible@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -23710,6 +23803,19 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-collapsible@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-collapsible@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -23739,6 +23845,16 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-collection@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-collection@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
@@ -23751,6 +23867,15 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-collection@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-compose-refs@1.0.1(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23778,6 +23903,30 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-context-menu@2.2.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-menu': 2.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-context-menu@2.2.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-menu': 2.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-context@1.0.1(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23820,6 +23969,26 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-dialog@1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.5(@types/react@18.3.11)(react@18.3.1)
+
   '@radix-ui/react-dialog@1.0.5(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23843,6 +24012,26 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-dialog@1.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.5(@types/react@18.3.11)(react@18.3.1)
+
   '@radix-ui/react-dialog@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -23865,6 +24054,25 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-dialog@1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-portal': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.7(@types/react@18.3.11)(react@18.3.1)
+
   '@radix-ui/react-direction@1.0.1(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23892,6 +24100,17 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-dismissable-layer@1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-escape-keydown': 1.0.3(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-dismissable-layer@1.0.5(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23906,6 +24125,17 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-dismissable-layer@1.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-escape-keydown': 1.0.3(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-dismissable-layer@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -23919,6 +24149,16 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-dismissable-layer@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-escape-keydown': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-dropdown-menu@2.0.5(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23935,6 +24175,34 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-dropdown-menu@2.0.5(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-menu': 2.0.5(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-dropdown-menu@2.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-menu': 2.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-focus-guards@1.0.1(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23960,6 +24228,15 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-focus-scope@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-focus-scope@1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -23972,6 +24249,15 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-focus-scope@1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-focus-scope@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
@@ -23983,6 +24269,14 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-focus-scope@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-hover-card@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24000,6 +24294,36 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-hover-card@1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-popper': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-hover-card@1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-popper': 1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-id@1.0.1(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24024,6 +24348,12 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-label@2.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-menu@2.0.5(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24051,6 +24381,56 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-menu@2.0.5(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-collection': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.1.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.5(@types/react@18.3.11)(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-menu@2.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-collection': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.1.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.5(@types/react@18.3.11)(react@18.3.1)
+
   '@radix-ui/react-menu@2.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24077,6 +24457,54 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-menu@2.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-collection': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.7(@types/react@18.3.11)(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-menu@2.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-collection': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.7(@types/react@18.3.11)(react@18.3.1)
+
   '@radix-ui/react-menubar@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24095,6 +24523,38 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-menubar@1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-collection': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-menu': 2.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-menubar@1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-collection': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-menu': 2.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-navigation-menu@1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24117,6 +24577,25 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-navigation-menu@1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-collection': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-visually-hidden': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-popover@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24140,6 +24619,48 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-popover@1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.7(@types/react@18.3.11)(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-popover@1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.7(@types/react@18.3.11)(react@18.3.1)
+
   '@radix-ui/react-popper@1.1.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24159,6 +24680,22 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-popper@1.1.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@floating-ui/react-dom': 2.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-arrow': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-rect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-size': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/rect': 1.0.1
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-popper@1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@floating-ui/react-dom': 2.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -24177,6 +24714,21 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-popper@1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@floating-ui/react-dom': 2.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-arrow': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-rect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-size': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/rect': 1.1.0
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-portal@1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24187,6 +24739,13 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-portal@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-portal@1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24197,6 +24756,13 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-portal@1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-portal@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -24207,6 +24773,13 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-portal@1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-presence@1.0.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24218,6 +24791,14 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-presence@1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-presence@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
@@ -24228,6 +24809,13 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-presence@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-presence@1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
@@ -24248,6 +24836,13 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-primitive@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-primitive@2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
@@ -24257,6 +24852,12 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-primitive@2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-progress@1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24268,6 +24869,14 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-progress@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-radio-group@1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24286,6 +24895,38 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-radio-group@1.2.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-size': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-radio-group@1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-size': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-roving-focus@1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24304,6 +24945,21 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-roving-focus@1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-collection': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-roving-focus@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24321,6 +24977,20 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-roving-focus@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-collection': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-scroll-area@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/number': 1.1.0
@@ -24338,6 +25008,20 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-scroll-area@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/number': 1.1.0
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-compose-refs': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-select@1.2.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24368,6 +25052,62 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-select@1.2.2(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/number': 1.0.1
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-collection': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.1.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-visually-hidden': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.5(@types/react@18.3.11)(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-select@1.2.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/number': 1.0.1
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-collection': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-focus-guards': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-focus-scope': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.1.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-visually-hidden': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      aria-hidden: 1.2.4
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+      react-remove-scroll: 2.5.5(@types/react@18.3.11)(react@18.3.1)
+
   '@radix-ui/react-separator@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -24377,6 +25117,12 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-separator@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-slider@1.1.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24397,6 +25143,23 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-slider@1.1.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/number': 1.0.1
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-collection': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-size': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-slot@1.0.2(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24428,6 +25191,19 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-switch@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-previous': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-size': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-tabs@1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24445,6 +25221,36 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-tabs@1.0.4(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-tabs@1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-toast@1.1.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24466,6 +25272,24 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-toast@1.1.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-collection': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-callback-ref': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-layout-effect': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-visually-hidden': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-toggle-group@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24481,6 +25305,32 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-toggle-group@1.1.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toggle': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-toggle-group@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-context': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-direction': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-roving-focus': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toggle': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-toggle@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/primitive': 1.1.0
@@ -24492,6 +25342,14 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-toggle@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/primitive': 1.1.0
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-tooltip@1.0.6(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24513,6 +25371,44 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-tooltip@1.0.6(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.1.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-visually-hidden': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    optionalDependencies:
+      '@types/react': 18.3.11
+
+  '@radix-ui/react-tooltip@1.0.6(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/primitive': 1.0.1
+      '@radix-ui/react-compose-refs': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-context': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-dismissable-layer': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-id': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-popper': 1.1.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-portal': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-presence': 1.0.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.0.2(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-use-controllable-state': 1.0.1(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-visually-hidden': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-use-callback-ref@1.0.1(@types/react@18.3.11)(react@18.3.1)':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -24622,6 +25518,13 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-visually-hidden@1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@babel/runtime': 7.25.9
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/react-visually-hidden@1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       '@radix-ui/react-primitive': 2.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -24631,6 +25534,12 @@ snapshots:
       '@types/react': 18.3.11
       '@types/react-dom': 18.3.1
 
+  '@radix-ui/react-visually-hidden@1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+    dependencies:
+      '@radix-ui/react-primitive': 2.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+
   '@radix-ui/rect@1.0.1':
     dependencies:
       '@babel/runtime': 7.25.9
@@ -25235,7 +26144,7 @@ snapshots:
   '@swc/helpers@0.5.5':
     dependencies:
       '@swc/counter': 0.1.3
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@swc/html-darwin-arm64@1.8.0':
     optional: true
@@ -26085,7 +26994,7 @@ snapshots:
 
   '@ungap/structured-clone@1.2.0': {}
 
-  '@uzh-bf/design-system@3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)':
+  '@uzh-bf/design-system@3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)':
     dependencies:
       '@fortawesome/fontawesome-svg-core': 6.6.0
       '@fortawesome/free-regular-svg-icons': 6.6.0
@@ -26151,7 +27060,7 @@ snapshots:
       - '@types/react'
       - '@types/react-dom'
 
-  '@uzh-bf/design-system@3.0.0-alpha.35(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react-dom@18.3.1)(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3)))(yup@1.4.0)':
+  '@uzh-bf/design-system@3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)':
     dependencies:
       '@fortawesome/fontawesome-svg-core': 6.6.0
       '@fortawesome/free-regular-svg-icons': 6.6.0
@@ -26159,35 +27068,101 @@ snapshots:
       '@fortawesome/react-fontawesome': 0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1)
       '@hookform/resolvers': 3.9.0(react-hook-form@7.52.2(react@18.3.1))
       '@radix-ui/react-accordion': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-alert-dialog': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-alert-dialog': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-aspect-ratio': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-avatar': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-checkbox': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-collapsible': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-context-menu': 2.2.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-context-menu': 2.2.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-dialog': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-dropdown-menu': 2.0.5(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-hover-card': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-dropdown-menu': 2.0.5(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-hover-card': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-label': 2.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-menubar': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-menubar': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-navigation-menu': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-popover': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-popover': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-progress': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-radio-group': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-radio-group': 1.2.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-scroll-area': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-select': 1.2.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-select': 1.2.2(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-separator': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-slider': 1.1.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
       '@radix-ui/react-switch': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-tabs': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-tabs': 1.0.4(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-toast': 1.1.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@radix-ui/react-toggle': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-toggle-group': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
-      '@radix-ui/react-tooltip': 1.0.6(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toggle-group': 1.1.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-tooltip': 1.0.6(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       class-variance-authority: 0.7.0
       clsx: 2.1.1
-      cmdk: 1.0.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      cmdk: 1.0.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      date-fns: 3.6.0
+      dayjs: 1.11.13
+      embla-carousel-react: 8.1.8(react@18.3.1)
+      formik: 2.4.6(react@18.3.1)
+      input-otp: 1.2.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      lucide-react: 0.424.0(react@18.3.1)
+      next-themes: 0.3.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      postcss: 8.4.47
+      postcss-import: 16.1.0(postcss@8.4.47)
+      react: 18.3.1
+      react-colorful: 5.6.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react-countdown: 2.3.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react-day-picker: 8.10.1(date-fns@3.6.0)(react@18.3.1)
+      react-dom: 18.3.1(react@18.3.1)
+      react-hook-form: 7.52.2(react@18.3.1)
+      react-resizable-panels: 2.0.22(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      recharts: 2.12.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      sonner: 1.5.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      tailwind-merge: 2.5.4
+      tailwindcss: 3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))
+      tailwindcss-animate: 1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))
+      tailwindcss-radix: 3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))
+      vaul: 0.9.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      yup: 1.4.0
+      zod: 3.23.8
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+
+  '@uzh-bf/design-system@3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(@types/react@18.3.11)(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3)))(yup@1.4.0)':
+    dependencies:
+      '@fortawesome/fontawesome-svg-core': 6.6.0
+      '@fortawesome/free-regular-svg-icons': 6.6.0
+      '@fortawesome/free-solid-svg-icons': 6.6.0
+      '@fortawesome/react-fontawesome': 0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1)
+      '@hookform/resolvers': 3.9.0(react-hook-form@7.52.2(react@18.3.1))
+      '@radix-ui/react-accordion': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-alert-dialog': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-aspect-ratio': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-avatar': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-checkbox': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-collapsible': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-context-menu': 2.2.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-dialog': 1.0.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-dropdown-menu': 2.0.5(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-hover-card': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-label': 2.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-menubar': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-navigation-menu': 1.2.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-popover': 1.1.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-progress': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-radio-group': 1.2.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-scroll-area': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-select': 1.2.2(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-separator': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slider': 1.1.2(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-switch': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-tabs': 1.0.4(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toast': 1.1.4(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toggle': 1.1.0(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toggle-group': 1.1.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-tooltip': 1.0.6(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      class-variance-authority: 0.7.0
+      clsx: 2.1.1
+      cmdk: 1.0.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       date-fns: 3.6.0
       dayjs: 1.11.13
       embla-carousel-react: 8.1.8(react@18.3.1)
@@ -26210,7 +27185,73 @@ snapshots:
       tailwindcss: 3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3))
       tailwindcss-animate: 1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3)))
       tailwindcss-radix: 3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.14)(typescript@5.6.3)))
-      vaul: 0.9.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      vaul: 0.9.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      yup: 1.4.0
+      zod: 3.23.8
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+
+  '@uzh-bf/design-system@3.0.0-alpha.36(@fortawesome/fontawesome-svg-core@6.6.0)(@fortawesome/free-regular-svg-icons@6.6.0)(@fortawesome/free-solid-svg-icons@6.6.0)(@fortawesome/react-fontawesome@0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1))(class-variance-authority@0.7.0)(clsx@2.1.1)(dayjs@1.11.13)(formik@2.4.6(react@18.3.1))(lucide-react@0.424.0(react@18.3.1))(postcss-import@16.1.0(postcss@8.4.47))(postcss@8.4.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(tailwind-merge@2.5.4)(tailwindcss-animate@1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss-radix@3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))))(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))(yup@1.4.0)':
+    dependencies:
+      '@fortawesome/fontawesome-svg-core': 6.6.0
+      '@fortawesome/free-regular-svg-icons': 6.6.0
+      '@fortawesome/free-solid-svg-icons': 6.6.0
+      '@fortawesome/react-fontawesome': 0.2.2(@fortawesome/fontawesome-svg-core@6.6.0)(react@18.3.1)
+      '@hookform/resolvers': 3.9.0(react-hook-form@7.52.2(react@18.3.1))
+      '@radix-ui/react-accordion': 1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-alert-dialog': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-aspect-ratio': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-avatar': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-checkbox': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-collapsible': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-context-menu': 2.2.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-dialog': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-dropdown-menu': 2.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-hover-card': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-label': 2.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-menubar': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-navigation-menu': 1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-popover': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-progress': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-radio-group': 1.2.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-scroll-area': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-select': 1.2.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-separator': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slider': 1.1.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-slot': 1.1.0(@types/react@18.3.11)(react@18.3.1)
+      '@radix-ui/react-switch': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-tabs': 1.0.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toast': 1.1.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toggle': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-toggle-group': 1.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-tooltip': 1.0.6(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      class-variance-authority: 0.7.0
+      clsx: 2.1.1
+      cmdk: 1.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      date-fns: 3.6.0
+      dayjs: 1.11.13
+      embla-carousel-react: 8.1.8(react@18.3.1)
+      formik: 2.4.6(react@18.3.1)
+      input-otp: 1.2.4(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      lucide-react: 0.424.0(react@18.3.1)
+      next-themes: 0.3.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      postcss: 8.4.47
+      postcss-import: 16.1.0(postcss@8.4.47)
+      react: 18.3.1
+      react-colorful: 5.6.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react-countdown: 2.3.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react-day-picker: 8.10.1(date-fns@3.6.0)(react@18.3.1)
+      react-dom: 18.3.1(react@18.3.1)
+      react-hook-form: 7.52.2(react@18.3.1)
+      react-resizable-panels: 2.0.22(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      recharts: 2.12.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      sonner: 1.5.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      tailwind-merge: 2.5.4
+      tailwindcss: 3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3))
+      tailwindcss-animate: 1.0.7(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))
+      tailwindcss-radix: 3.0.5(tailwindcss@3.4.14(ts-node@10.9.1(@swc/core@1.8.0(@swc/helpers@0.5.13))(@types/node@20.16.1)(typescript@5.6.3)))
+      vaul: 0.9.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       yup: 1.4.0
       zod: 3.23.8
     transitivePeerDependencies:
@@ -26333,14 +27374,14 @@ snapshots:
       busboy: 1.6.0
       fast-querystring: 1.1.2
       fast-url-parser: 1.1.3
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@whatwg-node/node-fetch@0.5.25':
     dependencies:
       '@kamilkisiela/fast-url-parser': 1.1.4
       busboy: 1.6.0
       fast-querystring: 1.1.2
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@whatwg-node/server@0.7.7':
     dependencies:
@@ -26353,7 +27394,7 @@ snapshots:
 
   '@wry/context@0.7.4':
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@wry/equality@0.5.7':
     dependencies:
@@ -26361,7 +27402,7 @@ snapshots:
 
   '@wry/trie@0.4.3':
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   '@wry/trie@0.5.0':
     dependencies:
@@ -26601,7 +27642,7 @@ snapshots:
 
   aria-hidden@1.2.4:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   aria-query@5.3.0:
     dependencies:
@@ -26707,7 +27748,7 @@ snapshots:
     dependencies:
       pvtsutils: 1.3.5
       pvutils: 1.1.3
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   assert-plus@1.0.0: {}
 
@@ -27291,7 +28332,7 @@ snapshots:
   camel-case@4.1.2:
     dependencies:
       pascal-case: 3.1.2
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   camelcase-css@2.0.1: {}
 
@@ -27321,7 +28362,7 @@ snapshots:
   capital-case@1.0.4:
     dependencies:
       no-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
       upper-case-first: 2.0.2
 
   caseless@0.12.0: {}
@@ -27386,7 +28427,7 @@ snapshots:
       path-case: 3.0.4
       sentence-case: 3.0.4
       snake-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   char-regex@1.0.2: {}
 
@@ -27556,6 +28597,26 @@ snapshots:
       - '@types/react'
       - '@types/react-dom'
 
+  cmdk@1.0.0(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
+    dependencies:
+      '@radix-ui/react-dialog': 1.0.5(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+
+  cmdk@1.0.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
+    dependencies:
+      '@radix-ui/react-dialog': 1.0.5(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      '@radix-ui/react-primitive': 1.0.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+
   co@4.6.0: {}
 
   collapse-white-space@2.1.0: {}
@@ -27688,7 +28749,7 @@ snapshots:
   constant-case@3.0.4:
     dependencies:
       no-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
       upper-case: 2.0.2
 
   content-disposition@0.5.2: {}
@@ -28506,7 +29567,7 @@ snapshots:
   dot-case@3.0.4:
     dependencies:
       no-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   dot-prop@5.3.0:
     dependencies:
@@ -30235,7 +31296,7 @@ snapshots:
   header-case@2.0.4:
     dependencies:
       capital-case: 1.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   helmet@6.2.0: {}
 
@@ -30737,7 +31798,7 @@ snapshots:
 
   is-lower-case@2.0.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   is-map@2.0.3: {}
 
@@ -30844,7 +31905,7 @@ snapshots:
 
   is-upper-case@2.0.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   is-weakmap@2.0.2: {}
 
@@ -31787,11 +32848,11 @@ snapshots:
 
   lower-case-first@2.0.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   lower-case@2.0.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   lowercase-keys@2.0.0: {}
 
@@ -33017,7 +34078,7 @@ snapshots:
   no-case@3.0.4:
     dependencies:
       lower-case: 2.0.2
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   node-abi@3.67.0:
     dependencies:
@@ -33663,7 +34724,7 @@ snapshots:
   param-case@3.0.4:
     dependencies:
       dot-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   parent-module@1.0.1:
     dependencies:
@@ -33725,7 +34786,7 @@ snapshots:
   pascal-case@3.1.2:
     dependencies:
       no-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   passport-jwt@4.0.1:
     dependencies:
@@ -33743,7 +34804,7 @@ snapshots:
   path-case@3.0.4:
     dependencies:
       dot-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   path-exists@3.0.0: {}
 
@@ -34576,7 +35637,7 @@ snapshots:
 
   pvtsutils@1.3.5:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   pvutils@1.1.3: {}
 
@@ -34822,7 +35883,7 @@ snapshots:
     dependencies:
       react: 18.3.1
       react-style-singleton: 2.2.1(@types/react@18.3.11)(react@18.3.1)
-      tslib: 2.8.0
+      tslib: 2.8.1
     optionalDependencies:
       '@types/react': 18.3.11
 
@@ -34831,7 +35892,7 @@ snapshots:
       react: 18.3.1
       react-remove-scroll-bar: 2.3.6(@types/react@18.3.11)(react@18.3.1)
       react-style-singleton: 2.2.1(@types/react@18.3.11)(react@18.3.1)
-      tslib: 2.8.0
+      tslib: 2.8.1
       use-callback-ref: 1.3.2(@types/react@18.3.11)(react@18.3.1)
       use-sidecar: 1.1.2(@types/react@18.3.11)(react@18.3.1)
     optionalDependencies:
@@ -34842,7 +35903,7 @@ snapshots:
       react: 18.3.1
       react-remove-scroll-bar: 2.3.6(@types/react@18.3.11)(react@18.3.1)
       react-style-singleton: 2.2.1(@types/react@18.3.11)(react@18.3.1)
-      tslib: 2.8.0
+      tslib: 2.8.1
       use-callback-ref: 1.3.2(@types/react@18.3.11)(react@18.3.1)
       use-sidecar: 1.1.2(@types/react@18.3.11)(react@18.3.1)
     optionalDependencies:
@@ -34913,7 +35974,7 @@ snapshots:
       get-nonce: 1.0.1
       invariant: 2.2.4
       react: 18.3.1
-      tslib: 2.8.0
+      tslib: 2.8.1
     optionalDependencies:
       '@types/react': 18.3.11
 
@@ -35525,7 +36586,7 @@ snapshots:
 
   rxjs@7.8.1:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   sade@1.8.1:
     dependencies:
@@ -35640,7 +36701,7 @@ snapshots:
   sentence-case@3.0.4:
     dependencies:
       no-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
       upper-case-first: 2.0.2
 
   seq-queue@0.0.5: {}
@@ -35948,7 +37009,7 @@ snapshots:
   snake-case@3.0.4:
     dependencies:
       dot-case: 3.0.4
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   socket.io-adapter@2.5.5:
     dependencies:
@@ -36098,7 +37159,7 @@ snapshots:
 
   sponge-case@1.0.1:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   sprintf-js@1.0.3: {}
 
@@ -36387,7 +37448,7 @@ snapshots:
 
   swap-case@2.0.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   swc-loader@0.2.6(@swc/core@1.8.0(@swc/helpers@0.5.13))(webpack@5.96.1(@swc/core@1.8.0(@swc/helpers@0.5.13))):
     dependencies:
@@ -36683,7 +37744,7 @@ snapshots:
 
   title-case@3.0.3:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   tmp@0.0.33:
     dependencies:
@@ -37229,11 +38290,11 @@ snapshots:
 
   upper-case-first@2.0.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   upper-case@2.0.2:
     dependencies:
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   uri-js@4.4.1:
     dependencies:
@@ -37260,7 +38321,7 @@ snapshots:
   use-callback-ref@1.3.2(@types/react@18.3.11)(react@18.3.1):
     dependencies:
       react: 18.3.1
-      tslib: 2.8.0
+      tslib: 2.8.1
     optionalDependencies:
       '@types/react': 18.3.11
 
@@ -37280,7 +38341,7 @@ snapshots:
     dependencies:
       detect-node-es: 1.1.0
       react: 18.3.1
-      tslib: 2.8.0
+      tslib: 2.8.1
     optionalDependencies:
       '@types/react': 18.3.11
 
@@ -37347,6 +38408,24 @@ snapshots:
       - '@types/react'
       - '@types/react-dom'
 
+  vaul@0.9.1(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
+    dependencies:
+      '@radix-ui/react-dialog': 1.1.1(@types/react-dom@18.3.1)(@types/react@18.3.11)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+
+  vaul@0.9.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1):
+    dependencies:
+      '@radix-ui/react-dialog': 1.1.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+      react: 18.3.1
+      react-dom: 18.3.1(react@18.3.1)
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/react-dom'
+
   verror@1.10.0:
     dependencies:
       assert-plus: 1.0.0
@@ -37441,7 +38520,7 @@ snapshots:
       '@peculiar/json-schema': 1.1.12
       asn1js: 3.0.5
       pvtsutils: 1.3.5
-      tslib: 2.8.0
+      tslib: 2.8.1
 
   webidl-conversions@3.0.1: {}