7. Features
Flight cost from New York to 720 cities in the US
Average cost of hotels for 3143 counties
Average daily expenses including car
Location of city [east, west, central, south, north]
City specifics like beaches, museum, national parks
Fred N. Kiwanuka Fellow Insight Data Science VacAdvisor
16. Cluster Validation
Table: (Cluster Validation)
Number of Clusters WSS(105) City Similarity
2 9.98 Seattle Detroit, Charlotte, South Bend
3 9.73 Seattle Boston, Phoenix, Detroit
4 9.87 Seattle Charlotte, South Bend, Minneapolis
5 9.15 Seattle Detroit, Charlotte, South Bend
7 9.43 Seattle Detroit, Charlotte, South Bend
10 9.63 Seattle Sacrameto, San Jose, Colombus
12 9.52 Seattle Sacrameto, San Jose, Colombus
Fred N. Kiwanuka Fellow Insight Data Science VacAdvisor