Moaaz900/Chicago-crime-rates

Data source (Chicago Data Portal), collected and joined data that describes all aspects of Chicago's community area income, poverty, unemployment, education, birth rate, health, etc. Applied Cross Validation on multiple regression algorithms to select the best model Developed regression model using XGBRegressor algorithm to predict rates of crime types at specific community areas and specific parts of the day with the random search technique to tune hyperparameters