a-taxi system: analysis of passaic, morris, & bergen county

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A-Taxi System: Analysis of Passaic, Morris, & Bergen County Luke Cheng Proma Banerjee

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A-Taxi System: Analysis of Passaic, Morris, & Bergen County. Luke Cheng Proma Banerjee. Bergen County. Bergen County destinations from a single pixel: 166,264. 3,227 trips. Bergen Co: Pixel with Most Departures. MetLife Stadium Pixel - PowerPoint PPT Presentation

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Page 1: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

A-Taxi System:Analysis of Passaic, Morris, & Bergen CountyLuke ChengProma Banerjee

Page 2: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Bergen CountyBergen County Summary Data

Area (sq. miles)

247 # of Pixels generating at least one O-Trip

918

Area of Pixels (mi^2)

230 % of Open Space 7%

# of Pixels Generating 95% of O-Trips

872

# of Pixels Generating 50% of O-Trips

459

# of Intra-Pixel Trips

41,634

# of O-Walk Trips 154,699

# of all O-Trips

2,556,083

Average All O-Trip Length (miles)

84

# of O aTaxi Trips 709,703

Avg. O aTaxiTripLength (miles)

92

Median O aTaxiTripLength (miles)

97

Page 3: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250

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BER aTaxi Departures per 0.1hr DD = 300, CD = P-SP

Page 4: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250

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BER PaxMiles per 0.1hr, DD = 300, CD = P - SP

Page 5: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250.9

1.1

1.3

1.5

1.7

1.9

2.1

AVO BER DD = 300, CD = P-SP

Page 6: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County
Page 7: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Bergen County destinations from a single pixel: 166,264

3,227 trips

Page 8: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

MetLife Stadium Pixel

• Center of pixel is a large stadium and sports facility

• Expansive shopping areas and malls on the East

• School and a Monastary

• Nearby highway

• Large residential area on the West

Bergen Co: Pixel with Most Departures

Page 9: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Bergen pixel AVO heat map

Page 10: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Bergen: Distribution of pixel AVO

1 29 57 85 113141 169197225253 281309337365393421 449 477505533561 589617 645673701729757785813 8418698970123456789

AVO – all pixels

Pixel Rank

AVO

1 2 3 4 5 6 7 8 9 101112131415161718192021222324252627282930313233343536373839404142434445464748490123456789

AVO – top 50 pixels

Pixel Rank

AVO

Page 11: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Morris CountyMorris County Summary Data

Area (sq. miles)

481 # of Pixels generating at least one O-Trip

1,575

Area of Pixels (mi^2)

394 % of Open Space 18%

# of Pixels Generating 95% of O-Trips

879

# of Pixels Generating 50% of O-Trips

132

# of Intra-Pixel Trips

14,355

# of O-Walk Trips 107,702

# of all O-Trips

2,130,294

Average All O-Trip Length (miles)

84

# of O aTaxi Trips

1,951,691

Avg. O aTaxiTripLength (miles)

88

Median O aTaxiTripLength (miles)

81

Page 12: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250

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MOR aTaxi Departures per 0.1hr DD = 300, CD = P-SP

Page 13: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250

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MOR PaxMiles per 0.1hr, DD = 300, CD = P - SP

Page 14: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250.9

0.95

1

1.05

1.1

1.15

1.2

1.25

1.3

1.35

1.4

AVO MOR DD = 300, CD = P-SP

Page 15: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County
Page 16: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Morris pixel AVO heat map

Page 17: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Morris: Distribution of pixel AVO

2 66 130 194 258 322 386 450 514 578 642 706 770 834 898 962 1026109011541218128213461410147415380

0.51

1.52

2.53

3.5

AVO – all pixels

Pixel Rank

AVO

1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 490

0.51

1.52

2.53

3.5

AVO – top 50 pixels

Pixel Rank

AVO

Page 18: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Morris County: 125, 269

Spatial Distributions of Trip Destinations

278 trips

Page 19: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Sylvan Way Corporate Park Pixel

Many corporate headquarters located at this pixel

Nearby residential area – flow of traffic from households

Two schools and several parks that attract visitors

Morris Co: Pixel with most Departures

Page 20: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Passaic CountyPassaic County Summary Data

Area (sq. miles)

197 # of Pixels generating at least one O-Trip

600

Area of Pixels (mi^2)

150 % of Open Space 24%

# of Pixels Generating 95% of O-Trips

307

# of Pixels Generating 50% of O-Trips

61

# of Intra-Pixel Trips

29,355

# of O-Walk Trips 114,585

# of all O-Trips

1,261,009

Average All O-Trip Length (miles)

75

# of O aTaxi Trips

1,092,662

Avg. O aTaxiTripLength (miles)

83

Median O aTaxiTripLength (miles)

83

Page 21: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250

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PAS aTaxi Departures per 0.1hr DD = 300, CD = P-SP

Page 22: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250

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PAS PaxMiles per 0.1hr, DD = 300, CD = P - SP

Page 23: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

0 5 10 15 20 250.9

1.1

1.3

1.5

1.7

1.9

2.1

2.3

AVO PAS DD = 300, CD = P-SP

Page 24: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County
Page 25: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Passaic pixel AVO heat map

Page 26: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Passaic: Distribution of Pixel AVO

1 21 41 61 81 101 121 141 161 181 201 221 241 261 281 301 321 341 361 381 401 421 441 461 481 501 521 541 561 5810

1

2

3

4

5

AVO – all pixels

Pixel Rank

AVO

1 2 3 4 5 6 7 8 9 101112131415161718192021222324252627282930313233343536373839404142434445464748490

0.51

1.52

2.53

3.54

4.55

AVO – top 50 pixels

Pixel Rank

AVO

Page 27: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

Passaic County: 155, 278

Spatial Distributions of Trip Destinations146 trips

Page 28: A-Taxi  System: Analysis  of Passaic, Morris, &  Bergen County

 Paterson City Hall Pixel

Pixel contains a City Hall and several stores and shopping areas/plazas

Nearby football stadium

Nearby train station and taxi Service facility to JFK

Center of pixel is located at the intersection of several roads

Passaic Co: Pixel with Most Departures