This restaurant data is then merged with the taxi ID. The Identity analysis was used to identify the taxi ID's of each restaurant. This allows us to separate number of restaurants for each Taxi ID.  This allows us to look at spatial means in the Taxi ID's where there are highest number of hashtags for restaurants per Taxi ID. Now the number of hashtags were calculated based on the number of posts made anonymously for the restaurants. The restaurants of Yelp data were taken for this. Thus, we collected all data for same night time June 2018 for those restaurants. Thus, the frequency of these hashtags tends to show the areas mostly visited and trending.