Restaurant Scores - LIVES Standard

Project Narrative

San Francisco is known to be one of the most food eccentric cities in the world and is home to top leading restaurants and people come from all over the world to try the special dishes the culinary artists create. However, it is important to note the health and safety of people, and a lot of these restaurants in the city, have been known to have poor sanitation and hygiene standards and that have recently been going up and increasing. I wanted to map out all the food places and see if any sort of external or internal factors may have some cause with this. I also wanted to look at the popularity and the ratings and see if that improves/ makes the sanitation worse. I want to find a relationship between the yelp data and the health data and try to draw conclusions and connections to see what the relationship is if any exists.


I am not affiliated, associated, authorized, endorsed by, or in any way officially connected with the City and County of San Francisco / Yelp Inc. , or any of its subsidiaries or its affiliates. We use their data for our visualizations and have attributed it in the specific manner.

Acknowledgements Java 11 API Hierarchy - Data Wrangling by Sophie Engle
Java 11 API Hierarchy - Visualization by Sophie Engle
Zooming in d3.js
Map Chart of SF Arrests: By Sophie Engle
Map Pan and Zoom: By D3Noob
Zoom: By Mike Bostock
Interactive Drop Down Selection: By Michael Feyder
Lengend Idea
Horizontal Stacked Bar: Andrew Reid
Bar Chart with Tooltip: Mike Foster
Legend and Axis Idea
Tooltip Explanation
Yelp API

I used all those sources in order to better understand and implement my visualizations in D3 and organize my data.