⚠ The objective of this project is to identify patterns and insights that can enhance Boston's law enforcement and crime prevention efforts Latest version of Crime Incident Reports dataset for 2023 available on the Boston Government will be analyzed To reveal concealed trends in the data, we will utilize visualization techniques like bar plots, geographic maps, and line graphs Machine learning models – logistic regression and decision tree will be employed to predict or find probability of shooting. ⚠
- Python(numPy,Folium,Pandas,Requests,bamboolib,csv,json,Matplotlib,seaborn,sklearn)
- JupyterNoteBook
- SQL