Red Light and Speed Cameras

This project uses a streamlit dashboard and folium mapping tools to provide a map of Red Light and Speed Cameras. It also provides the top 10 most activated red light and speed cameras around Chicago. Data courtesy of Kaggle.

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Traffic Crashes

This project uses a streamlit dashboard, folium mapping tools, and pandas data manipulation to provide a heatmap of traffic crashes in chicago sorted by year. Data from Kaggle csv and added to by API calls to the US Census Geocoding API.

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University of Chicago Lyft Data

This project uses public Lyft Data that we have filtered down to only include lyfts in the UChicago area.

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Chicago Grocery Stores

This project used the dataset from the Chicago Data Portal on grocery stores and updated it with data from the Google Maps API to show the availibility of food in different Chicago neighborhoods. It is overlayed with preterm birth rate data from the Chicago Data Portal. The main tool in this project is openlayers

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University of Chicago Police Department Crime Log Data

This project displays the amount of crimes reported at each hour of the day each month since reports were available. Data courtesy of University of Chicago Police Department

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Internet Usage and Availability

This project displays internet usage and availibility by block in Chicago.

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