Yelp Review Interaction Predictor

Contributors

Haden Moore	Ian Forrest	David Calimayor	Jayden Kim

Project Overview

Trello Board

Product Canvas

This project was made for Lambda School Labs18. The Yelp Review Interaction Predictor was made for aspiring Yelp Reviewers or "Yelpers" to enter in their draft reviews to see the potential interaction votes they might receive.

Tech Stack

• Python
  • Pandas
  • Scikit-learn
  • Matplotlib
  • Numpy - Spacy
    • gensim
    • seaborn
    • SQLite3
• Visual Studio Code
• Amazon Web Services
• SageMaker
• S3 Bucket

Predictions

The Goal of the Model is to have the ability to type in the Review you are wanting to post on Yelp, and give the User the ability to Predict What type of Interaction they would potentially receive and Total Number of each interaction

Data Sources

• [Source 1] (https://www.yelp.com/dataset/challenge)

Python Notebooks

Model Notebook

Second Cleaning Notebook

Development Notebook

Initial Cleaning Notebook

Initial Exploration Notebook