In conducting this analysis, we employed the Washington Post Police Shootings Database, a comprehensive source offering details on police shootings within the United States from 2015 to 2023. To ensure the robustness of our analysis, we took measures to address missing age values, replacing them appropriately. Additionally, we handled NaN and null values across all other columns before utilizing the data for plotting purposes. This meticulous approach ensures the integrity and completeness of our dataset, allowing us to derive meaningful insights with confidence.
libraries used :
1. pandas -> for handling datasets
2. matplotlib -> for plotting graphs to find the correlation between the different columns