This repo contains my Python data analysis projects. I carry out the analysis in Jupiter notebook with Pandas, NumPy, and GeoPandas, and accompany it with visualizations made in Matplotlib, Seaborn and Plotly. If I create a dataset for analysis myself, I describe all steps of its creation in an additional notebook. Interactive vizzes make notebooks heavy, so they are best viewed through NBViewer.
| Project | Description | Added | Techniques | Notebook (NBViewer) |
|---|---|---|---|---|
| Russian Regional Money Flows Analysis | Huge imbalances exist between the Russian regions in terms of how much money they give or take from the federal center (the so-called "snickering" Moscow), as well as in terms of the income and perspectives of their dwellers. I use my newly created regional budget dataset to explore these imbalances. | 19-11-2023 | EDA, Time series, Geospatial, Visualization | Link |