This repository is an exploratory analysis and visualizations of reported crime in Chicago between the years 2001 through 2022.
- District 8 had the most crimes
- District 31 had the least crimes
- The total number of crimes is decreasing
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- There is more crime during the warmer months (May through August)
- There seems to be a drop in crime in February
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![Screenshot 2024-05-02 at 3 28 14 PM](https://private-user-images.githubusercontent.com/140132043/327604938-5f8f7dec-106f-4ce6-be6c-a4eab625692f.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE2MTA1MDAsIm5iZiI6MTcyMTYxMDIwMCwicGF0aCI6Ii8xNDAxMzIwNDMvMzI3NjA0OTM4LTVmOGY3ZGVjLTEwNmYtNGNlNi1iZTZjLWE0ZWFiNjI1NjkyZi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIyJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMlQwMTAzMjBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0xZmYzNWU1NWExNjAxNjU0MjBlMTlhZTlmMmEwYjg3OTYyYjliMjFlM2Y0ZDk4Y2I4MDU0NTgyMjliMDQxNTQzJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.tEATIpUY1zimPW4n15lM2K0gOweLshNuI79Zt2xyhbU)
![Screenshot 2024-05-02 at 3 28 27 PM](https://private-user-images.githubusercontent.com/140132043/327604953-4f7d3bfe-389a-46cb-a6fa-0f35fb3a4d2d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE2MTA1MDAsIm5iZiI6MTcyMTYxMDIwMCwicGF0aCI6Ii8xNDAxMzIwNDMvMzI3NjA0OTUzLTRmN2QzYmZlLTM4OWEtNDZjYi1hNmZhLTBmMzVmYjNhNGQyZC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIyJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMlQwMTAzMjBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1lNDEzODA1MDEyYjU5YmY4ZDFmYzVkNDE0MTM5NTM0OWU5YjQwNGUwODQxMDQzZjY1Yjg5MzdlODlmMTRkMjAxJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.KuvZCNfgLI2QoMkIm0fVXgReKZmsMXrfDZ2lSTz-Ryc)
![Screenshot 2024-05-02 at 3 28 42 PM](https://private-user-images.githubusercontent.com/140132043/327604966-42ccc3c5-1280-42bc-87fb-ea4a57410da5.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE2MTA1MDAsIm5iZiI6MTcyMTYxMDIwMCwicGF0aCI6Ii8xNDAxMzIwNDMvMzI3NjA0OTY2LTQyY2NjM2M1LTEyODAtNDJiYy04N2ZiLWVhNGE1NzQxMGRhNS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIyJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMlQwMTAzMjBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1hNWMxNTZiYzgyOTA0ZDA4MDNlNGU2MDc1YWRhNGZhMjUyM2E1MWY1NTc4YzA1NDc4YjdjNzE0NWY5NGRjNjNjJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.3FSFXEXaYG6okIlOljM1d34QtfL-BXTXh2G4EKbZXOw)
![Screenshot 2024-05-02 at 3 28 56 PM](https://private-user-images.githubusercontent.com/140132043/327604989-1e40d6ed-ec5a-46a5-9ae2-94d8c3db2f5d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE2MTA1MDAsIm5iZiI6MTcyMTYxMDIwMCwicGF0aCI6Ii8xNDAxMzIwNDMvMzI3NjA0OTg5LTFlNDBkNmVkLWVjNWEtNDZhNS05YWUyLTk0ZDhjM2RiMmY1ZC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIyJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMlQwMTAzMjBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1iMDdhZGQ4ZTdhODhiOTkxMTE0OWQzZTQwNDFlNzhiMGMyZWMzOGQ4OTc3NjEyYzExZjU5NDFjOGYxZGNlNDA3JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9._2yslZbl2XGhuDVkDHe3Jkjs_KMaMooIk0Bxejmn-LI)
![Screenshot 2024-05-02 at 3 29 11 PM](https://private-user-images.githubusercontent.com/140132043/327605010-11eefccd-e203-4f40-a9cb-da041749247d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE2MTA1MDAsIm5iZiI6MTcyMTYxMDIwMCwicGF0aCI6Ii8xNDAxMzIwNDMvMzI3NjA1MDEwLTExZWVmY2NkLWUyMDMtNGY0MC1hOWNiLWRhMDQxNzQ5MjQ3ZC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIyJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMlQwMTAzMjBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT00NWU5NDk0NmFjOTBiYTc5NDA2YjMzZjk5MmM5YTM1NmM4ZmY1OTJhZTYxMjM3MzM3ZThkOWFlMjliYjFiN2Y4JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.wSWThYmIegOu11c-x0tN438n7OWEuzDzNpMfnmumPig)
![Screenshot 2023-11-11 at 5 22 53 PM](https://private-user-images.githubusercontent.com/140132043/282272762-b769dc9a-9db5-4dc5-af45-acff8d37bb69.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE2MTA1MDAsIm5iZiI6MTcyMTYxMDIwMCwicGF0aCI6Ii8xNDAxMzIwNDMvMjgyMjcyNzYyLWI3NjlkYzlhLTlkYjUtNGRjNS1hZjQ1LWFjZmY4ZDM3YmI2OS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIyJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMlQwMTAzMjBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0zZDg2MDFkN2Y2ZTFjNzY4ODBiZGQ0ZDcxMzdmNmNhZGVjMTYzYTIzYjcyYjEyODczNTc2MzE1NjlmM2M4NTRlJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.e-Xw6aCLixIIwvgiI5pQbGKT9K3jEueZ4lKvS-g_Bbg)