Clustering Restaurants in Las Vegas

This map shows a city of Las Vegas by neighborhood level in grey shades and presents spatial restaurant clusterings in each neighborhood. Two selected neighborhoods for this project, the Strip and Downtown are particularly highlighted in Red. By clicking each neighborhood, user can view Neighborhood’s name. Also, user can zoom in or out each neighborhood’s restaurant clustering to view detailed individual restaurant information with name, rating and price range. Once user complete zooming in restaurant clustering points to each restaurant point level, user can view detailed restaurant information expalined above by clicking on it.

Restaurant Distribution in Las Vegas by Price and Rating Level

This map shows a spatial distribution of restaurants in Las Vegas by Price and Rating level.

  • Downtown: Average price range is 1.6 out of 4.0. Average rating is 3.7 out of 5.0.
  • The Strip: Average price rang is 2.2 out of 4.0. Average rating is 3.3 out of 5.0.

Aforementioned trend is accounted by color distribution of restaurants in this map.