Data from an internal Israeli intelligence database indicates that at least 83 percent of Palestinians killed in Israel’s onslaught on Gaza were civilians, an investigation by +972 Magazine, Local Call, and the Guardian can reveal.

Figures obtained from the classified database — which records the deaths of militants from Hamas and Palestinian Islamic Jihad (PIJ) — contradict by a huge margin the public statements of Israeli army and government officials throughout the war, which have generally claimed a 1:1 or 2:1 ratio of civilian to militant casualties. Instead, the classified data backs up the findings of several studies suggesting Israel’s bombardment of Gaza has killed civilians at a rate with few parallels in modern warfare.

The Israeli army confirmed the existence of the database, which is managed by the Military Intelligence Directorate (known by the Hebrew acronym “Aman”). Multiple intelligence sources familiar with the database said the army views it as the only authoritative tally of militant casualty figures. In the words of one of them: “There’s no other place to check.”

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The overall death tolls published daily by the Gaza Health Ministry (which Local Call revealed last year are considered reliable even by the Israeli military) do not distinguish between civilians and militants. But taking the militant casualty figures obtained from the internal Israeli army database in May and lining them up against the Health Ministry’s total death toll, it is possible to calculate an approximate civilian casualty ratio for the war up until three months ago, when the death toll stood at 53,000.