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:
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.
python 3
ipykernel
jupyter
pandas
matplotlib
seaborn
plotly_express
scikit-learn
geopandas
folium
pyppeteer
jupyter_contrib_nbextensions
pandocYou 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.