analyzing nyc foot traffic data for fun, profit, and cold brews

Turnstile data gathered and analyzed from website

Commuter mapping insights for Blue Bottleexpansion in NYC

Manhattan Google Maps

Daily data for each subway turnstile in NYC collected over time for morning hours, 5am to 12 pm, combined by subway station.

3

6

17

8

9

10

5

4

2

Turnstile data gathered and analyzed from website Manhattan Google Maps

UWS

UES

Midtown East

Midtown West

Lower Manhattan

LES/EastVillage

Union Sq/GramercyChelse

a

East Harlem

Mornings. Heights

Harlem Heights

Washington HeightsInwood

Soho/Tribeca

Commuter mapping insights for Blue Bottleexpansion in NYCDaily data for each subway turnstile in NYC collected over time for morning hours, 5am to 12 pm, combined by subway station.

3

6

17

8

9

10

5

4

2

Turnstile data gathered and analyzed from website Manhattan Google Maps

UWS

UES

Midtown East

Midtown West

Lower Manhattan

LES/EastVillage

Union Sq/GramercyChelse

a

East Harlem

Mornings. Heights

Harlem Heights

Washington HeightsInwood

Soho/Tribeca

TOP COMMUTER Manhattan Neighborhoods

1st

3rd2nd

4th

5th

6th

7th

Turnstile data gathered and analyzed from website Manhattan Google Maps

UWS

UES

Lower Manhattan

LES/EastVillage

Union Sq/Gramercy

Manhattan Neighborhoods advised for BLUE BOTTLE EXPANSION in NYC

1st

3rd2nd

4th

5th

6th

7th

5th!

Turnstile data gathered and analyzed from website

2

3

4

51

UPPER WEST SIDE Morning traffic

!

6th!

Turnstile data gathered and analyzed from website

2

3

4

5

1

UPPER EAST SIDE Morning traffic

FUTURE STEPS • Train and buses

commuter data• Incorporate

competitors location• Explore mobile

patterns• 5 boroughs NYC