This is a predictive policing app that targets high-level financial fraud, published for The New Inquiry as part of Issue #59: Abolish.
Presented here is a script to train our model along with the processed data used to train it. Please refer to our white paper for more details.
View the app live at whitecollar.thenewinquiry.com.
First install the requirements:
pip install -r requirements.txt
Then, to generate a JSON file of predictions per geohash, run:
python predict.py
This will train a series of models to generate the predictions (see the white paper for details)