Russia-Ukraine tracks equipment losses since the 2022 invasion, using data from Oryx and satellite imagery. This project visualizes destroyed, abandoned, and captured equipment ratios over time to offer insights into the conflict's dynamics. The project leverages a daily data scraping process from Oryx's website and synthetic calculations to maintain transparency. The analysis focuses on empirical data, not interpretation, and acknowledges potential undercounts.
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Data Source: Daily data scraped from Oryx's verified equipment loss reports, ensuring a consistent and transparent data feed.
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Visualization: Utilizes charts and maps to clearly display trends in destroyed, abandoned, and captured equipment.
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Regional Focus: Includes specific analyses of key regions like Tokmak, Velyka Novosilka, Bakhmut, and Kupyansk, providing a granular view of the conflict.
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Satellite Integration: Incorporates NASA FIRMS satellite data for fire radiative power analysis, offering a complementary perspective on battlefield activity.
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Open Data: Data is made openly available in a Google sheet, promoting transparency and community contribution.
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Daily Data Updates: Daily scraping and processing of data from Oryx ensures timely insights into equipment losses.
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Map Integration: Includes maps with troop locations and fire data for geographical context and battlefield analysis.
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Data Transparency: Employs synthetic calculations and links to raw data sources to promote transparent data handling.
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Interactive Plots: Utilizes charts and graphs to display key equipment loss metrics over time, facilitating data exploration.
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Regional Analysis: Offers specific analyses of key locations involved in the conflict.
The project is actively maintained with recent commits and ongoing updates to the data. Data collection and processing are automated, ensuring continuous monitoring of equipment losses. The project has a growing community engagement through pull requests and issue reporting. The availability of detailed documentation and data sources indicates a commitment to transparency and reproducibility.
This project is valuable for researchers, journalists, and anyone seeking an objective overview of equipment losses in the Russia-Ukraine war. It provides data-driven insights into the conflict's progression, the effectiveness of military strategies, and the evolving dynamics of the battlefield. Unlike anecdotal reports, this project offers data-backed analysis, helping to understand the material aspects of the war.