Data Point By Type



Method Notes

Definitions of Data Usually for interoperability, we try to follow World Bank national definitions applied to cities, or […]





Hotels (4 Star, Number)

Number of 4-star hotels based in the city (excluding serviced apartments, holiday rentals or AirBnB) All data comes […]







Universities (Number)

Number of universities (not campuses, but separate universities) accepting students within a city All data comes with 2thinknow […]


Unemployment Rate (%)

Unemployment rate as percentage of those actively seeking work (this is a standard definition used by governments) All […]


Uber Rate per distance

Uber rate per distance travelled without surge pricing for cities with Uber All data comes with 2thinknow Data […]



Taxi Rate per distance

Taxi rate per distance travelled at daytime travel time (neither peak nor offpeak) All data comes with 2thinknow […]


Tax Rate State (Sales)

Sales Tax rate total tax applied at the federal level EXCLUDING local and state tax All data comes […]


Tax Rate Federal (Sales)

Sales Tax rate total tax applied at the state/province level EXCLUDING local and federal tax All data comes […]





Startups Per 100000

Number of startup enterprises operating wihtin the city per 100,000 population All data comes with 2thinknow Data Guarantee.



Restaurants (Total)

Number of restaurants open in the city All data comes with 2thinknow Data Guarantee.











Restaurants (Buffet)

Number of restaurants (Buffet) open in the city All data comes with 2thinknow Data Guarantee.



Patents (City Number)

Number of US patents originating from the city All data comes with 2thinknow Data Guarantee.


Movie Cinemas (Number)

Number of movie cinemas regularly showing showing films all year round All data comes with 2thinknow Data Guarantee.


Metro/Subway Track length

System length of commuter rail and subway stations within the city (but not light rail) All data comes […]