18

2015 MIT hackthon

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Page 1: 2015 MIT hackthon

buildingramF R O M A D D R E S S E S T O E V E R Y T H I N G

Page 2: 2015 MIT hackthon

given an address

find everything else

32 vassar st

1 infinite loop

Page 3: 2015 MIT hackthon

data sources

DIRECT INDIRECT

PHYSICAL

USAGE

Page 4: 2015 MIT hackthon

fi l l in

analyze

machine learning

Page 5: 2015 MIT hackthon

basic bui ld ing info

address

4405 Cush. . .

1 320 Merr. . .

225 W Hi l l . . .

401 7 N Poi . . .

1 20 W War. . .

237 N 1 3th . . .

1 20 W War. . .

1 8700 Ma. . .

301 49th . . .

6480 Old . . .

class

I ndustrial

Food

Office

Retai l

Misc

Office

Misc

Misc

School

Shopping

size ft²71 062

241 6

1 31 22

5780

4532

4532

461 32

1 62221

9450

year

1 997

1 980

1 983

2007

1 965

1 988

1 965

1 969

2004

2000

type

mason

brick

frame

frame

mason

#floors

2

1

1

1

1

1

3

1

heating

conv

steam

steam

qual ity

good

fair

ave

ave

ave

ave

ave

Page 6: 2015 MIT hackthon

solar panels

300 N Gertrude Ave

Stockton, CA

1 963 Sabre St

Hayward, CA

4775 Atherton Ave

San Jose, CA

420 Bedford St

Lexington, MA

Page 7: 2015 MIT hackthon

solar panels

address

1 963 Sab . . .

4775 Ath . . .

300 N Ge. . .

420 Bed. . .

coverage

1 00%

30%

1 00%

0%

sunl ight h/yr

1 797

1 850

1 797

1 421

roof m²

461 5

2249

4248

2694

solar pot kW

66

32

60

38

[0] Google Project Sunroof

[0]

Page 8: 2015 MIT hackthon

business activi ty

Programatical ly access business data via APIs

Page 9: 2015 MIT hackthon

business usage

address

981 7 York . . .

4775 Ath . . .

32 Vassa . . .

420 Bed. . .

name

Wendy's

Nordstrom Rack Wes. . .

MIT Stata Center

Lexington Office Park

category

Fast Food

Clothing Store

Col lege Tech. . .

Office

checkins

61 1

431 6

1 1 069

37

Page 10: 2015 MIT hackthon

temporal activi ty

1 00 Briarwood Cir, Ann Arbor, M I 481 08, USAaddress

Briarwood M allname

42. 2403634, -83. 7462091location

Page 11: 2015 MIT hackthon

temporal activi ty

Briarwood M all / photos by hour of day

Page 12: 2015 MIT hackthon

temporal activi ty

Cornel l University / photos by month

Page 13: 2015 MIT hackthon

temporal activi ty

Restaurants / photos by day of week

Page 14: 2015 MIT hackthon

photo analysis

420 Bedford StLexington, M A

address

Lexington Office Parkname

Page 15: 2015 MIT hackthon

photo analysis

Page 16: 2015 MIT hackthon

photo analysis

color temperature

1 700K

2400K

3200K

5000K

candlel ight

incandescent

floodl ight

fluorescent

[0] Wikipedia: Color temperature

[0]

Page 17: 2015 MIT hackthon

photo analysis

fluorescent incandescent

Page 18: 2015 MIT hackthon

Hang Chen

Joy Sun

Dheera V

Elaine Y

Summer Zhao

buildingram