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Racial Bonds

A statistical analysis of pre-trial detention and bail bond practices in Connecticut. Completed as part of the 2020 Ethics4NextGen AI Hackathon.

View our final submission here: williecostello.com/racialbonds

Repository contents:

  • data_cleaning.ipynb documents our data cleaning and feature engineering process
  • data_exploring.ipynb presents our exploratory data analysis, with visualizations
  • data_viz.ipynb includes code for exporting visualizations for final submission
  • /webpage includes full code for webpage, adapted from HTML5UP

The dataset for our analysis is the State of Connecticut's "Accused Pre-Trial Inmates in Correctional Facilities". This dataset is updated nightly; the data for our analysis was downloaded on September 19, 2020.

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A statistical analysis of pre-trial detention & bail bond practices in Connecticut

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