Machine Learning applied to the Crime scenario in the city of Chicago

This set of databases is acquired through public data from the city of Chicago, and with this, several pre-processing processes were developed to result in an analysis to study security patterns and social behavior in the city.

CPD_Parks.csv:Contains detailed information about Chicago Park District parks, including geographic location, dimensions, and types of facilities available.

Crimes_-_2001_to_Present.csv:Record of crimes reported in the city of Chicago from 2001 to the present, including data on the nature of the crime, place and time of occurrence, and other information.

Sex_Offenders.csv: Contains data relating to registered sex offenders, with information about the individuals and their locations.

alterado.csv: It represents a set of data derived from previous ones, which has undergone a transformation and cleaning process to adapt it to specific analyses.

ParaClasificacao.csv: A database prepared for classification, containing selected and processed variables ready for clustering