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Analyzing Chicago crime data set and applying Machine learning.

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Chicago-Crime-Dataset-ML

Analyzing Chicago crime data set and applying Machine learning.

Web application URL: http://138.91.152.159:8080/ADS_FinalProject/

Video Presentation: https://youtu.be/7LagoFf1ZBY

For details refer Report.pdf

Team Members(Team 9):

  • Aashri Tandon
  • Pragati Shaw
  • Sarthak Agarwal

Infrastructure

  • Python – Data processing
  • R - Machine Learning (Time Series analysis)
  • Docker – For easy distribution and submission.
  • Java – Web application.
  • Microsoft Azure – Machine learning Rest API
  • ArcGIS pro – Geospatial Analysis
  • D3 – Statistical Analysis
  • FME workbench – Creating shape files

Some screenshots

Forecasted Time Series

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ArcGIS screen 1

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ArcGIS screen 2

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ArcGIS screen 3

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Web Application Home Screen (with some statistical analysis)

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Analyzing Chicago crime data set and applying Machine learning.

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