jupyterlab + R for business analysis

This repository is for docker image which contain jupyterlab and R

jupyterlab

minimal

minimal image for R and python with jupyterlab

deploy on local

intel mac => docker pull khashimoto/jupyterlab-minimal:x86_64
m1 mac => pull khashimoto/jupyterlab-minimal:arm64

installed packages for R

• tidyverse
• tidylog
• lubridate
• httr
• jsonlite
• gtsummary

installed packages for python

• numpy
• pandas
• matplotlib

intel mac => docker run -d -p 8888:8888 -v $HOME:/home/jupyter khashimoto/jupyterlab-minimal:x86_64
m1 mac => docker run -d -p 8888:8888 -v $HOME:/home/jupyter khashimoto/jupyterlab-minimal:arm64

minimal-python

minimal image for python with jupyterlab(without R kernel)

installed packages for python

• jupyterlab
• numpy
• pandas
• matplotlib
• seaborn
• jupyterlab-git
• scikit-learn

intel mac => docker run -d -p 8888:8888 -v $HOME:/home/jupyter khashimoto/jupyterlab-minimal-python:x86_64
m1 mac => docker run -d -p 8888:8888 -v $HOME:/home/jupyter khashimoto/jupyterlab-minimal-python:arm64

kaggle

minimal image for kaggle.

installed packages

• (packages in minimal)
• kaggle cli
• seaborn
• lightgbm
• scikit-learn

deploy on local

intel mac => docker pull khashimoto/jupyterlab-kaggle:x86_64
m1 mac => docker pull khashimoto/jupyterlab-kaggle:arm64

run jupyterLab

intel mac => docker run -d -p 8888:8888 -v $HOME:/home/jupyter khashimoto/jupyterlab-kaggle:x86_64
m1 mac => docker run -d -p 8888:8888 -v $HOME:/home/jupyter khashimoto/jupyterlab-kaggle:arm64

causal

for causal inference

installed packages for R

• MatchIt

bayes

for bayes analysis

deploy on local

intel mac => docker pull khashimoto/jupyterlab-bayes:x86_64
m1 mac => pull khashimoto/jupyterlab-bayes:arm64

installed packages for R

• (packages in minimal)
• rstan
• bayesplot
• ggfortify
• gridExtra

options

line number

As default, line number of notebook is enabled.

dark mode

if you want to enable dark mode forever, erase comment out at end of minimal/Dockerfile and rebuild image.