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liveuamap-analysis's Introduction

Territory control via liveuamap

TL;DR: Download territory.csv for daily Russian control of Ukrainian territory figures.

Areas already occupied pre-2022 (Crimea, "DNR", "LNR") are included in computations.

Preparation

Install dependencies via pip install -r requirements.txt.

For map visualizations in the jupyter notebook, install ipyleaflet and ipywidgets.

Scraping the data

Run python scrape.py. Scraped items will appear as .json in the data/ folder.

Computing territory

Run python update_csv.py. The territory.csv file is automatically updated once a day via GitHub actions.

Analysis

See the accompanying ipython jupyter notebook: liveuamap_territory.ipynb

liveuamap_area_total liveuamap_area_net liveuamap_nzz_area_comparison_total comparison_liveuamap_nzz_median liveuamap_novaya_nzz_area_comparison_tota

comparison_territory_net_missiles_eor comparison_territory_total_missiles_eor

License

stanford.json from file "National Boundary, Ukraine, 2015" by Hijmans, Robert J. and University of California, Berkeley. Museum of Vertebrate Zoology. Downloaded from geodata.lib.utexas.edu

Data from liveuamap, in addition to own calculations from data based on analysis of NZZ.ch maps and Centre for Information Resilience datasets, also Novaya Gateta.

Do whatever you like with it, but give credit to the original authors of the datasets.

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