This research offers a thorough historical exploration and a quantitative-statistical analysis of the allegation that the State of Israel committed genocide against the Gazan population following the October 7, 2023, massacre. Specifically, we address the claims that Israel intentionally starved the Gazan population, that IDF ground forces deliberately massacred civilians, and that the Israeli Air Force (IAF) carried out indiscriminate bombings, failing to distinguish between combatants and civilians and conducting disproportionate strikes.