This project analyzes fatalities in the Israeli-Palestinian conflict from 2020 to 2023. The dataset includes both quantitative variables (age, number of fatalities) and categorical variables (citizenship, location). The goal is to explore patterns in fatalities over time and compare differences between Palestinian and Israeli populations. the project aims to better understand which group is most affected and how patterns differ across time and regions.