After collecting all the data and merging the Geodataframe Shape File of the Neighbourhood Tabulation Areas (NTA) boundaries by NYC planning with the YELP data, Figure 2 shows the count of establishments with high YELP ratings. The portions in grey are blanked out neighbourhoods.