python-data-analysis

This is the project for the TIL6022 python elective course @TU Delft. A basic python data analysis framework has been implemented (focusing on the data visualization). As for other lab sessions you can also refer to this repo (kindly given by @kairuicui).

Note all of the content are under GPLv3 license. You are free to use.

Contributors:

@LuHan1113

@YingWu103

@kairuicui

Layout

data: where all datasets are stored.

figure: where all figures are stored.

report: details and descriptions, contains one .ipynb file and its corresponding html file.

data_analysis_1.ipynb: python script for this dataset -- author: @LuHan1113

data_analysis_2.ipynb: python script for this dataset -- author: @YingWu103

data_analysis_3.ipynb: python script for this dataset -- author: @kairuicui

Preprocessing.py: test preprocessing file.

Prerequisite

python 3

ipykernel
jupyter
pandas
matplotlib
seaborn
plotly_express
scikit-learn
geopandas
folium
pyppeteer
jupyter_contrib_nbextensions
pandoc

Try?

You can choose:

• Clone this project via:

  git clone https://github.com/zfengyan/python-data-analysis.git

• Download all the source files here.

And you are good to go.