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ACS Project Summary

  • Using the Census.gov API (https://api.census.gov/data.html) we collected and stored American Census Survey (ACS) migration and housing data into a mongoDB for deployment into a flask dashboard application

Extraction, Transform

  • In python we pulled Census.gov, kaggle.gov, data.gov, and Wikipedia data into a Pandas Dataframe
  • We then combined our various df's into a master census dataframe and performed cleanup of data inconsistencies

Load

  • Loaded our dataframe into MongoDB with PyMongo
  • Hosted MongoDB in external server

Flask App

  • Created our flask app using Flask-PyMongo

Web Template

  • Used Flask’s {% %} notation to extend a layout.html file, to keep consistent navbar

Charting

  • Leaflet map with plotted circles using longitude/latitude data with selectable dropdowns for years and data type
  • Animated Bubble Chart (Plotly.js)
  • Plot.js Line Chart

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