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PROBLEM There has an abundance of crimes committed on a daily basis in Chicago, one of the most populated states in the United States. In this project, we use Chicago Crime dataset which reflects reported incidents of crime that occurred in the City of Chicago from 2017 to 2022. Our goal is to help the Chicago police department and local public by identifying the most occurring crimes, observe the trend over the years, and find the highly prone crime areas.
DATASET DESCRIPTION
- unique_id: - Unique identifier for the record.
- date: - Date when the incident occurred. this is sometimes a best estimate.
- description: - The secondary description of the IUCR code, a subcategory of the primary description.
- loc_desc: - Description of the location where the incident occurred.
- arrest: - Indicates whether an arrest was made.
- beat: - Indicates the beat where the incident occurred. A beat is the smallest police geographic area – each beat has a dedicated police beat car. Three to five beats make up a police sector, and three sectors make up a police district. The Chicago Police Department has 22 police districts.
- primary_type: - The primary description of the IUCR code.
- district: - Indicates the police district where the incident occurred.
- ward: - The ward (City Council district) where the incident occurred.
- community_area: - Indicates the community area where the incident occurred. Chicago has 77 community areas.
- year: - Year the incident occurred.
- latitude: - The latitude of the location where the incident occurred.
- longitude: - The longitude of the location where the incident occurred.
- location: - The location where the incident occurred in a format that allows for creation of maps and other geographic operations on this data portal.
Dashboard link at Tableau Public: https://public.tableau.com/app/profile/rajneesh.vashisht/viz/ChicagoCityCrimeDashboard/ChicagoCrimeDashBoard
Also I have uploaded the image of Dashboard in this repository.