NYPD Shooting Incident Data Report
In this project, we aim at exploring New York City shooting incidents data from 2006 to 2020 so that we can answer the questions below:
- Overall trend of shooting incidents in NYC since 2006.
- Map of shooting incidents by locations.
- Trend of shooting incidents in NYC by location.
- Gender distribution of perpetrators and victims.
- Linear model to show the relation between household income and shooting incidents numbers.