Yelp Review Analysis
  • Plots
    • % of Restaurants w/Reviews
    • Rating Distrubution
    • Negative Score vs Yelp Rating
    • Positive Score vs Yelp Rating
  • Comparision
  • Data
  • Code

Vader Sentiment Positive Score vs Yelp Ratings


Positive Score vs Yelp-rating

When we were not able to find strong relation between Vader Negative score and Yelp ratings, next step was to check relation between Vader Positive score and Yelp ratings.

As seen in the graph, restaurants seem to have very low Vader positive score and yet higher Yelp ratings. There were few outliers having 0 vader score and 0 ratings, but not many. We were looking for instances where restaurants had lower Vader positive score and lower Yelp ratings. But we did not find many restaurants falling in such category. This made us conclude that Negative/Positive Vader sentiment score does not affect the Yelp ratings.

Conclusion:

Yelp reviews do not cause restaurants to close!

Visualizations


Restraunts with reviews rating distribution negtive-score vs Yelp-rating positive-score vs Yelp-rating

© Copyright - Yelp Review Analysis by Anupam Lalwani - Oct 2017