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Do the school performance metrics correlate to the socioeconomic indicators of an area?

Using data from City of Chicago and ZIP Atlas, we examined how school performance metrics correlate to the socioeconomic indicators of a given area. The socioeconomic indicators of interest were: median household income, poverty rate, and unemployment rate. We defined an area by its zip code and, looking only at High Schools, we examined the data of seven performance areas:

  • Student Attainment
  • Culture/Climate
  • Mobility rate
  • Chronic truancy
  • 11th grade SAT score
  • Drop out rate
  • Suspension rate

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Running our Project:

In order to view our project:

  • Clone this repository
  • Set up your local environment by running poetry install, then poetry shell
  • From the command line, run alias vsapp='PYTHONPATH=$(pwd) python3 coded_school/Visualization/app.py', then vsapp.
  • Copy the generated url (http://127.0.0.1:8050/) into your webpage

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