Published March 26, 2024 | Version v1

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

  • 1. ROR icon Pontifícia Universidade Católica de Minas Gerais

Description

  • 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
  •  

Files

alterado.csv

Files (1.8 GB)

Name Size
md5:f9e93a25db76217189b702392a224493
161.2 kB Preview Download
md5:4f28354179645ec2d8999d708f9bfdd6
1.9 MB Preview Download
md5:ab722c2958d2211c2cd002a19684ccab
1.8 GB Preview Download
md5:78a7ae10d1da59edd66257300770e88b
272.4 kB Preview Download
md5:af881e0c7fdb4b47d20e89d62f632f5e
212.8 kB Preview Download