/Yelp-Dataset-Challenge-Analysis-and-Prediction

Our project analyzed the Yelp dataset to predict business attributes and detect fake reviews using machine learning.

Primary LanguageJupyter Notebook

Yelp-Dataset-Challenges-Analysis-and-Prediction

Our project aimed to predict business attributes and detect fake reviews on Yelp using machine learning. For our analysis, we sourced our data from the Yelp dataset, which can be found at https://www.yelp.com/dataset. Specifically, we selected three datasets for analysis:

'yelp_academic_dataset_business.json'

'yelp_academic_dataset_review.json'

'yelp_academic_dataset_tip.json'

These datasets were downloaded from https://www.kaggle.com/datasets/yelp-dataset/yelp-dataset.