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  Yelp with a focus on Health

Problem: As we grow as a society, we learn more and more the importance of eating healthy. The problem is, living in a region known for fast, greasy food, it's often a challenge finding healthy, highly rated dining options when eating out.

Solution: Yealth helps people find healthy restaurants. Our "health score" algorithm gives a health rating to restaurants based on real customer Yelp reviews by analyzing the text for key health-related words. People looking for healthy eating options can use our color coded map to find and compare healthiness!

HackIowa Yelp

To do

• [x] Document Modelling
• [x] Model health sentiment
• [x] Distribution curve of health sentiment
• [x] Choropleth distribution of health sentiment in the U.S.
• [x] Scatter plot map of restaurant health sentiment in the U.S.
• [x] Scatter plot map of restaurant health sentiment by state
• [-] Application to view all health sentiment maps in one place

Possible improvements

• [ ] Collect additional data to expand choropleth distribution
• [ ] Compare Health sentiment to health inspection data and health census data
• [ ] Compare Review score to Review sentiment to deduce fake reviews?

Built With

• amazon-web-services
• css
• d3.js
• html
• javascript
• pandas
• python
• react