Congresional Predictions

Predicting Congresional Race

This project aims to predict the congresional electional based on 2018 congresional election results and demographic data. We trained the data using a neural network with two layers in order to predict statistically significant demographics on the election and display the results. Additionaly, we ran random forest to generate which fields held the most statistcal significance.






Actual and Predicted Results


Actual Results of 2018 Congressional Elections

Actual Results of 2018 Congressional Elections

Results of Raw Neural Network

Results of Raw Neural Network

Results of Neural Network with Restrictions

Results of Neural Network with Restrictions

Reported Ancestry as American

Reported ancestry as America

Reported Using Public Transportation

Reported Using Public Transportation

Tableau Visualizations

Reported ancestry as America