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
data_cleaning.ipynbdocuments our data cleaning and feature engineering process
data_exploring.ipynbpresents our exploratory data analysis, with visualizations
data_viz.ipynbincludes code for exporting visualizations for final submission
/webpageincludes 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.