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The Guardian published the ratio of civilian to military casualties in various armed conflicts around the world that have taken place since 1989. This was reported in an article about the level of civilian deaths in the war in Gaza.
Ukraine’s Mariupol ranked second on this list, after Rwanda. According to the outlet, during the Russian siege of the city in 2022, 95% of those killed were civilians and 5% were military personnel.
https://theguardian.com/world/ng-interactive/2025/aug/21/revealed-israeli-militarys-own-data-indicates-civilian-death-rate-of-83-in-gaza-war?utm_source=chatgpt.com
https://x.com/wartranslated/status/1960595580918321457