This is the dataset that describes Equipment Losses & Death Toll & Military Wounded & Prisoner of War of russians in 2022 Ukraine russia War. All data are official and additionally structured by myself. A lot of civilians and children have already been killed by russia troops. Ukraine is in war flame and under missile attack now. We are strong. Stand with Ukraine. #StandWithUkraine, @StandWithUkraine
- 2022 Ukraine Russia War Equipment Losses Oryx - Ukraine and russia Equipment Losses.
- Dataset Social Media Athletes from russia & belarus - Social Media of russia and belarus athletes that took part in Beijing 2022 Olympic Winter Games.
- Kaggle, Data in CSV format - The same data on Kaggle. You can also look on Kaggle notebooks with analysis and visualisation.
- Main data sources are Armed Forces of Ukraine and Ministry of Defence of Ukraine. They gathered data from different points of the country. The calculation is complicated by the high intensity of hostilities.
- Invaders - Russians Prisoner of War (POW).
- Oryxspioenkop - Ukraine and russia Equipment Losses. This list only includes destroyed vehicles and equipment of which photo or videographic evidence is available. Therefore, the amount of equipment destroyed is significantly higher than recorded here.
- Liveuamap - Live Interactive Map with events that happened.
- Live monitoring of all sanctions against Russia - Correctiv.
- Tracking sanctions against Russia - Reuters.
- Russia’s Attacks on Civilian Targets Have Obliterated Everyday Life in Ukraine - NYTimes.
- Help to stop Russian war against Ukraine - Kaggle Petition.
Important. Each new record is accumulated data from previous days.
Important. Data will be updated daily
If you need daily bases data I recommend the Daily Data Notebook. It contains a full code that shows how to convert the data or you can adapt the below code snippet.
df = df.diff().fillna(df).fillna(0).astype(int)
- Personnel
- Prisoner of War
- Armored Personnel Carrier
- Multiple Rocket Launcher
- Aircraft
- Anti-aircraft warfare
- Drone
- Field Artillery
- Fuel Tank
- Helicopter
- Military Auto
- Naval Ship
- Tank
- POW - Prisoner of War,
- MRL - Multiple Rocket Launcher,
- APC - Armored Personnel Carrier,
- drones:
- UAV - Unmanned Aerial Vehicle,
- RPA - Remotely Piloted Vehicle.