Yelp!

Check out my medium post and app for the details:

  • Comparing linear regression against random forest regression for predicting the length of a Yelp review, using Shap values to explain individual predictions of the tree.

  • Using random forest decision tree to predict whether a review is from Nevada or Canada, and showing the permuation importances for the features used by the model.

  • A web app that makes predictions and demonstrates my competence with Plotly Dash.

Here is the link to my Medium post about my Unit 2 project

And my Plotly Dash app