diff --git a/Pipfile.lock b/Pipfile.lock
index 1593e6b..c7810cb 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -18,154 +18,163 @@
     "default": {
         "altair": {
             "hashes": [
-                "sha256:ad6cd6983c8db69a34dd68e42653f6172b7fc3775b7190005107f1b4fc60d64d",
-                "sha256:bb421459b53c80ad45f2bd009c87da2a81165b8f7d5a90658e0fc1ffc741bf34"
+                "sha256:5a268b1a0983b23d8f9129f819f956174aa7aea2719ed55a52eba9979b9f6675",
+                "sha256:7084a1dab4d83c5e7e5246b92dc1b4451a6c68fd057f3716ee9d315c8980e59a"
             ],
             "index": "pypi",
-            "version": "==5.1.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==5.3.0"
         },
         "asttokens": {
             "hashes": [
-                "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3",
-                "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"
+                "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24",
+                "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"
             ],
-            "version": "==2.2.1"
+            "version": "==2.4.1"
         },
         "attrs": {
             "hashes": [
-                "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04",
-                "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"
+                "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30",
+                "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==23.1.0"
-        },
-        "backcall": {
-            "hashes": [
-                "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e",
-                "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"
-            ],
-            "version": "==0.2.0"
+            "version": "==23.2.0"
         },
         "bleach": {
             "hashes": [
-                "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414",
-                "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"
+                "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe",
+                "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==6.0.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==6.1.0"
         },
         "blinker": {
             "hashes": [
-                "sha256:4afd3de66ef3a9f8067559fb7a1cbe555c17dcbe15971b05d1b625c3e7abe213",
-                "sha256:c3d739772abb7bc2860abf5f2ec284223d9ad5c76da018234f6f50d6f31ab1f0"
+                "sha256:1779309f71bf239144b9399d06ae925637cf6634cf6bd131104184531bf67c01",
+                "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.6.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.8.2"
         },
         "bokeh": {
             "hashes": [
-                "sha256:b2959b8524d69ec4e7886bc36407445f0a92e1f19530d3bfc4045236a1b7a6ff",
-                "sha256:e31670a013e1ff15c3d4d04f587c8162c4cc9fe1af507fd741d295e6c4e1225b"
+                "sha256:1e3c502a0a8205338fc74dadbfa321f8a0965441b39501e36796a47b4017b642",
+                "sha256:d824961e4265367b0750ce58b07e564ad0b83ca64b335521cd3421e9b9f10d89"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==3.2.2"
+            "version": "==3.4.1"
         },
         "cachetools": {
             "hashes": [
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-                "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"
+                "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945",
+                "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==5.3.1"
+            "version": "==5.3.3"
         },
         "certifi": {
             "hashes": [
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-                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
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             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2023.7.22"
+            "version": "==2024.6.2"
         },
         "charset-normalizer": {
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@@ -177,88 +186,97 @@
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@@ -270,153 +288,148 @@
         },
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@@ -508,249 +531,277 @@
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@@ -1183,198 +1216,186 @@
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+            "markers": "python_version >= '3.8'",
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-            "markers": "python_version >= '3.7'",
-            "version": "==4.3.1"
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         "uc-micro-py": {
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             "markers": "python_version >= '3.7'",
-            "version": "==1.0.2"
+            "version": "==1.0.3"
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         "urllib3": {
             "hashes": [
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             "markers": "python_version >= '3.8'",
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+            "version": "==2.2.2"
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         "vegafusion": {
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             "markers": "python_version >= '3.7'",
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+            "version": "==1.6.9"
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         "vegafusion-jupyter": {
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             "hashes": [
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             "markers": "python_version >= '3.7'",
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         "vegafusion-python-embed": {
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+                "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84",
+                "sha256:bca36be5707e81b9e6ce3208d92d95540d4ca244c006b61511753583c81c70dd",
+                "sha256:c9904904b6564d4ee8a1ed820db76185a3c96e05560c776c79a6ce5ab71888ba",
+                "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db",
+                "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682",
+                "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35",
+                "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d",
+                "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645",
+                "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253",
+                "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193",
+                "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b",
+                "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44",
+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
             ],
             "markers": "platform_system != 'Darwin'",
-            "version": "==3.0.0"
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
-                "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e",
-                "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"
+                "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859",
+                "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"
             ],
-            "version": "==0.2.6"
+            "version": "==0.2.13"
         },
         "webencodings": {
             "hashes": [
@@ -1385,27 +1406,19 @@
         },
         "widgetsnbextension": {
             "hashes": [
-                "sha256:2e37f0ce9da11651056280c7efe96f2db052fe8fc269508e3724f5cbd6c93018",
-                "sha256:9ec291ba87c2dfad42c3d5b6f68713fa18be1acd7476569516b2431682315c17"
+                "sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36",
+                "sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.0.8"
+            "version": "==4.0.11"
         },
         "xyzservices": {
             "hashes": [
-                "sha256:0ec928742227d6f5d4367ea7b457fcfed943429f4de2949b5b02a82cdf5569d6",
-                "sha256:88e9cbf22b31a2f9c1b242e2b18690f5c705f0e539c9bfd37a10399e1037731b"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2023.7.0"
-        },
-        "zipp": {
-            "hashes": [
-                "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0",
-                "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"
+                "sha256:58c1bdab4257d2551b9ef91cd48571f77b7c4d2bc45bf5e3c05ac97b3a4d7282",
+                "sha256:fecb2508f0f2b71c819aecf5df2c03cef001c56a4b49302e640f3b34710d25e4"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.16.2"
+            "version": "==2024.6.0"
         }
     },
     "develop": {}
diff --git a/requirements.txt b/requirements.txt
index 9efaab0..fe0cee6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,99 +1,90 @@
-altair==5.1.1
-asttokens==2.2.1
-attrs==23.1.0
-backcall==0.2.0
-bleach==6.0.0
-blinker==1.6.2
-bokeh==3.2.2
-cachetools==5.3.1
-certifi==2023.7.22
-charset-normalizer==3.2.0
-click==8.1.7
-colorcet==3.0.1
-comm==0.1.4
-contourpy==1.1.0
-debugpy==1.6.7.post1
-decorator==5.1.1
-executing==1.2.0
-fastjsonschema==2.18.0
-gitdb==4.0.10
-GitPython==3.1.32
-holoviews==1.17.1
-idna==3.4
-importlib-metadata==6.8.0
-ipykernel==6.25.1
-ipython==8.14.0
-ipywidgets==8.1.0
-jedi==0.19.0
-Jinja2==3.1.2
-jsonschema==4.19.0
-jsonschema-specifications==2023.7.1
-jupyter_client==8.3.1
-jupyter_core==5.3.1
-jupyterlab-widgets==3.0.8
-linkify-it-py==2.0.2
-Markdown==3.4.4
-markdown-it-py==3.0.0
-MarkupSafe==2.1.3
-matplotlib-inline==0.1.6
-mdit-py-plugins==0.4.0
-mdurl==0.1.2
-nbformat==5.9.2
-nest-asyncio==1.5.7
-numpy==1.25.2
-packaging==23.1
-pandas==2.1.0
-panel==1.2.1
-param==1.13.0
-parso==0.8.3
-pexpect==4.8.0
-pickleshare==0.7.5
-Pillow==9.5.0
-platformdirs==3.10.0
-prompt-toolkit==3.0.39
-protobuf==4.24.2
-psutil==5.9.5
+altair==5.3.0; python_version >= '3.8'
+asttokens==2.4.1
+attrs==23.2.0; python_version >= '3.7'
+bleach==6.1.0; python_version >= '3.8'
+blinker==1.8.2; python_version >= '3.8'
+bokeh==3.4.1; python_version >= '3.9'
+cachetools==5.3.3; python_version >= '3.7'
+certifi==2024.6.2; python_version >= '3.6'
+charset-normalizer==3.3.2; python_full_version >= '3.7.0'
+click==8.1.7; python_version >= '3.7'
+colorcet==3.1.0; python_version >= '3.7'
+comm==0.2.2; python_version >= '3.8'
+contourpy==1.2.1; python_version >= '3.9'
+debugpy==1.8.1; python_version >= '3.8'
+decorator==5.1.1; python_version >= '3.5'
+executing==2.0.1; python_version >= '3.5'
+fastjsonschema==2.20.0
+gitdb==4.0.11; python_version >= '3.7'
+gitpython==3.1.43; python_version >= '3.7'
+holoviews==1.19.0; python_version >= '3.9'
+idna==3.7; python_version >= '3.5'
+ipykernel==6.29.4; python_version >= '3.8'
+ipython==8.25.0; python_version >= '3.10'
+ipywidgets==8.1.3; python_version >= '3.7'
+jedi==0.19.1; python_version >= '3.6'
+jinja2==3.1.4; python_version >= '3.7'
+jsonschema==4.22.0; python_version >= '3.8'
+jsonschema-specifications==2023.12.1; python_version >= '3.8'
+jupyter-client==8.6.2; python_version >= '3.8'
+jupyter-core==5.7.2; python_version >= '3.8'
+jupyterlab-widgets==3.0.11; python_version >= '3.7'
+linkify-it-py==2.0.3; python_version >= '3.7'
+markdown==3.6; python_version >= '3.8'
+markdown-it-py==3.0.0; python_version >= '3.8'
+markupsafe==2.1.5; python_version >= '3.7'
+matplotlib-inline==0.1.7; python_version >= '3.8'
+mdit-py-plugins==0.4.1; python_version >= '3.8'
+mdurl==0.1.2; python_version >= '3.7'
+nbformat==5.10.4; python_version >= '3.8'
+nest-asyncio==1.6.0; python_version >= '3.5'
+numpy==2.0.0; python_version >= '3.9'
+packaging==24.1; python_version >= '3.8'
+pandas==2.2.2; python_version >= '3.9'
+panel==1.4.4; python_version >= '3.9'
+param==2.1.0; python_version >= '3.8'
+parso==0.8.4; python_version >= '3.6'
+pexpect==4.9.0; sys_platform != 'win32' and sys_platform != 'emscripten'
+pillow==10.3.0; python_version >= '3.8'
+platformdirs==4.2.2; python_version >= '3.8'
+prompt-toolkit==3.0.47; python_full_version >= '3.7.0'
+protobuf==5.27.1; python_version >= '3.8'
+psutil==6.0.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'
 ptyprocess==0.7.0
 pure-eval==0.2.2
-pyarrow==13.0.0
-pyct==0.5.0
-pydeck==0.8.0
-Pygments==2.16.1
-Pympler==1.0.1
-python-dateutil==2.8.2
-pytz==2023.3
-pytz-deprecation-shim==0.1.0.post0
-pyviz_comms==3.0.0
-PyYAML==6.0.1
-pyzmq==25.1.1
-referencing==0.30.2
-requests==2.31.0
-rich==13.5.2
-rpds-py==0.10.0
-six==1.16.0
-smmap==5.0.0
-stack-data==0.6.2
-streamlit==1.26.0
-streamlit-vega-lite==0.1.0
-tenacity==8.2.3
-toml==0.10.2
-toolz==0.12.0
-tornado==6.3.3
-tqdm==4.66.1
-traitlets==5.9.0
-typing_extensions==4.7.1
-tzdata==2023.3
-tzlocal==4.3.1
-uc-micro-py==1.0.2
-urllib3==2.0.4
-validators==0.21.2
-vegafusion==1.4.0
-vegafusion-jupyter==1.4.0
-vegafusion-python-embed==1.4.0
-vl-convert-python==0.13.0
-watchdog==3.0.0
-wcwidth==0.2.6
+pyarrow==16.1.0; python_version >= '3.8'
+pydeck==0.9.1; python_version >= '3.8'
+pygments==2.18.0; python_version >= '3.8'
+python-dateutil==2.9.0.post0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'
+pytz==2024.1
+pyviz-comms==3.0.2; python_version >= '3.8'
+pyyaml==6.0.1; python_version >= '3.6'
+pyzmq==26.0.3; python_version >= '3.7'
+referencing==0.35.1; python_version >= '3.8'
+requests==2.32.3; python_version >= '3.8'
+rich==13.7.1; python_full_version >= '3.7.0'
+rpds-py==0.18.1; python_version >= '3.8'
+six==1.16.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2'
+smmap==5.0.1; python_version >= '3.7'
+stack-data==0.6.3
+streamlit==1.36.0; python_version >= '3.8' and python_full_version != '3.9.7'
+streamlit-vega-lite==0.1.0; python_version >= '3.6'
+tenacity==8.4.1; python_version >= '3.8'
+toml==0.10.2; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'
+toolz==0.12.1; python_version >= '3.7'
+tornado==6.4.1; python_version >= '3.8'
+tqdm==4.66.4; python_version >= '3.7'
+traitlets==5.14.3; python_version >= '3.8'
+typing-extensions==4.12.2; python_version >= '3.8'
+tzdata==2024.1; python_version >= '2'
+uc-micro-py==1.0.3; python_version >= '3.7'
+urllib3==2.2.2; python_version >= '3.8'
+vegafusion[embed]==1.6.9; python_version >= '3.7'
+vegafusion-jupyter[embed]==1.6.9; python_version >= '3.7'
+vegafusion-python-embed==1.6.9
+vl-convert-python==1.5.0
+watchdog==4.0.1; platform_system != 'Darwin'
+wcwidth==0.2.13
 webencodings==0.5.1
-widgetsnbextension==4.0.8
-xyzservices==2023.7.0
-zipp==3.16.2
+widgetsnbextension==4.0.11; python_version >= '3.7'
+xyzservices==2024.6.0; python_version >= '3.8'