jshayiding/interactive-web-application-for-chicago-crime-prediction

Interactive web application (dash) for predicting Chicago Crime Rate

Interactive Web Application for Chicago Crime Prediction

RUN CRIME PRICERS INTERACTIVE APPLICATION

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Crime Pricers application for data analysis and interaction was created using Plotly Dash To run the application you must have the following installed/downloaded

Python:

  python 3
  
python libraries:

     dash
     json
     plotly
     matplotlib.pyplot
     numpy
     panda
     csv
     feather

Local files:

    crimepricers.py
    CrimeApp directory with:
      Preprocess_Feather.py
      Utilities.py
    CrimeData.feather
    crime_community.feather
    chicago_communities.geojson
    ppsf.csv

Google Drive Shareable Link for local files: feather file on Google Drive

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Using the demo

go to root directory containing crimepricers.py and run command on cmd line

python crimepricers.py

this starts a local server for Dash app

NOTE: take the time to resolve any library conflicts then proceed to open browser with local server ( May take a moment to load )

Screenshots