od_pair
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choice_set_size
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ivt_bus
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ivt_train
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ivt_gtx
float64
waiting_time
float64
transfer_walk_time
float64
num_transfers
int64
fare
int64
transport_category
large_string
total_duration
float64
in_vehicle_time
float64
walk_time
float64
access_time
float64
egress_time
float64
walk_distance
float64
total_distance
float64
bus_distance
float64
subway_distance
float64
gtx_distance
float64
has_bus
int64
has_train
int64
has_gtx
int64
n_matched
int64
n_total
int64
choice_prob
float64
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1
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1
1
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1003_2802880
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1
1
0
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1
1
0
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1
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1
1
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1
1
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1
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1
1
0
0
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0
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1
1
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0
1003_2802886
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1
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1
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1
1
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1
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317
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1
1
0
0
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1
1
0
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1
1
0
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1
1
0
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1
1
0
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1,950
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1
1
0
0
20
0
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2,050
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382
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1
1
0
0
20
0
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1
1
0
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20
0
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1
0
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1
1
0
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20
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1
1
0
0
20
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532
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390
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1
1
0
0
20
0
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1
1
0
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1
1
0
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1
1
0
0
20
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2
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1
1
0
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1
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511
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1
0
0
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0
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267
474.4
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1
1
0
0
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0
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1,950
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1
1
0
0
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0
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881
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1,950
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1
1
0
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1
1
0
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1
1
0
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1,950
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1
1
0
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871
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1,950
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1
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1,950
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526
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1
0
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1003_2802890
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1
1
0
0
56
0
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467
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1
1
0
0
56
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1003_2802890
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807
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1
1
0
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1
0
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1,950
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1
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1
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1,950
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361
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1
1
0
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1,950
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1
1
0
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1
1
0
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2,050
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1
0
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1
1
0
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3
157.5
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1
1
0
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1
1003_2802896
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1,950
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1
1
0
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1,950
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512
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1
1
0
0
62
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1003_2802903
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2
125.8
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1
1
0
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1
1003_2802903
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1
1
0
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2,050
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1
1
0
0
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1003_2802903
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1
1
0
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553
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1
0
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1
0
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1
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1
515.4
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1
1
0
0
14
0
1003_2802928
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228
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1
1
0
0
14
0
1003_2802928
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2,050
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1
1
0
0
14
0
1003_2802928
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1
1
0
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1
1
0
0
14
0
1003_2802928
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2,050
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271
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1
1
0
0
14
0
1003_2802928
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1,950
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1
1
0
0
14
0
1003_2802928
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1,950
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1
1
0
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14
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1003_2802928
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1
0
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1
0
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3,372.8
29,732.2
0
1
1
0
4
14
0.285714
1003_2802928
14
16
1,339
2,850
0
603
190
1
2,050
bus+train
5,452
4,189
660
26
444
790.8
36,625.2
3,790.2
32,044.2
0
1
1
0
0
14
0
1003_2802928
15
16
672
2,640
0
385
405
2
1,950
bus+train
4,534
3,312
837
26
406
1,001.3
32,772.1
2,038.5
29,732.2
0
1
1
0
0
14
0
1003_2802934
0
12
1,585
3,000
0
673
104
1
1,950
bus+train
5,390
4,585
132
26
2
157.2
32,652.5
4,096
28,399.3
0
1
1
0
11
17
0.647059
1003_2802934
1
12
1,438
3,000
0
673
104
1
1,950
bus+train
5,498
4,438
387
26
257
463.3
32,731.9
3,869.3
28,399.3
0
1
1
0
0
17
0
1003_2802934
2
12
1,646
3,000
0
673
104
1
1,950
bus+train
5,636
4,646
317
26
187
378.9
33,041.4
4,263.2
28,399.3
0
1
1
0
0
17
0
1003_2802934
3
12
1,033
3,240
0
1,175
122
1
1,950
bus+train
5,889
4,273
441
26
293
526.9
33,786.3
2,842.6
30,416.8
0
1
1
0
0
17
0
1003_2802934
4
12
1,712
3,000
0
673
104
1
1,950
bus+train
5,838
4,712
453
26
323
542.4
33,424.6
4,482.9
28,399.3
0
1
1
0
0
17
0
1003_2802934
5
12
835
3,240
0
1,175
122
1
1,950
bus+train
5,903
4,075
653
26
505
781.5
33,331.4
2,133.1
30,416.8
0
1
1
0
0
17
0
1003_2802934
6
12
1,392
3,480
0
620
75
2
2,050
bus+train
6,115
4,872
623
26
522
746.1
37,176.4
3,606.5
32,823.9
0
1
1
0
0
17
0
1003_2802934
7
12
4,797
1,020
0
1,328
119
1
2,150
bus+train
7,766
5,817
621
28
474
743.4
42,835.1
27,636
14,455.7
0
1
1
0
0
17
0
1003_2802934
8
12
622
3,240
0
1,644
122
1
1,950
bus+train
6,176
3,862
670
26
522
801.7
33,042.8
1,824.4
30,416.8
0
1
1
0
6
17
0.352941
1003_2802934
9
12
5,451
0
0
572
9
3
2,000
bus_only
6,713
5,451
690
207
474
826.7
38,428.5
37,601.8
0
0
1
0
0
0
17
0
1003_2802934
10
12
1,214
3,480
0
683
190
1
2,050
bus+train
6,115
4,694
738
26
522
884.1
37,160.9
3,453
32,823.9
0
1
1
0
0
17
0
1003_2802934
11
12
1,027
3,240
0
869
186
2
1,950
bus+train
5,870
4,267
734
26
522
878
34,038
2,743.2
30,416.8
0
1
1
0
0
17
0
1003_2802942
0
6
1,730
1,650
0
909
58
1
2,050
bus+train
4,409
3,380
120
26
36
140.7
36,297.9
19,836.4
16,320.8
0
1
1
0
31
31
1
1003_2802942
1
6
1,891
1,650
0
849
58
1
2,050
bus+train
4,997
3,541
607
26
523
726.3
37,359.5
20,312.5
16,320.8
0
1
1
0
0
31
0
1003_2802942
2
6
1,592
3,240
0
958
74
1
2,050
bus+train
6,319
4,832
529
26
429
632.8
35,722.1
4,672.5
30,416.8
0
1
1
0
0
31
0
1003_2802942
3
6
1,688
3,240
0
1,018
74
1
2,050
bus+train
6,474
4,928
528
26
428
630.5
36,016.7
4,969.4
30,416.8
0
1
1
0
0
31
0
1003_2802942
4
6
1,777
3,240
0
1,018
74
1
2,050
bus+train
6,665
5,017
630
26
530
752.9
36,482
5,312.4
30,416.8
0
1
1
0
0
31
0
1003_2802942
5
6
2,501
2,580
0
1,638
94
1
1,950
bus+train
7,335
5,081
616
26
496
737.8
32,988.8
7,656.3
24,594.7
0
1
1
0
0
31
0
1003_2802978
0
16
1,387
3,000
0
409
79
1
1,950
bus+train
4,902
4,387
106
26
1
125.5
32,016.4
3,491.6
28,399.3
0
1
1
0
17
17
1
1003_2802978
1
16
618
3,120
0
277
409
2
1,950
bus+train
4,673
3,738
658
26
223
787.9
32,321.4
2,179.8
29,353.6
0
1
1
0
0
17
0
1003_2802978
2
16
1,280
3,240
0
242
74
1
1,950
bus+train
4,994
4,520
232
26
132
276.3
34,413.2
3,720.1
30,416.8
0
1
1
0
0
17
0
1003_2802978
3
16
1,356
3,240
0
301
122
1
1,950
bus+train
5,151
4,596
254
26
106
302.6
34,656.1
3,936.8
30,416.8
0
1
1
0
0
17
0
1003_2802978
4
16
3,320
960
0
672
119
1
2,150
bus+train
5,314
4,280
362
28
215
432.6
41,157.3
26,269.1
14,455.7
0
1
1
0
0
17
0
1003_2802978
5
16
1,253
3,240
0
301
122
1
1,950
bus+train
5,068
4,493
274
26
126
326.1
34,473.4
3,730.5
30,416.8
0
1
1
0
0
17
0
1003_2802978
6
16
1,100
3,240
0
302
74
1
1,950
bus+train
4,945
4,340
303
26
203
360.9
34,300.9
3,523.3
30,416.8
0
1
1
0
0
17
0
1003_2802978
7
16
1,526
3,000
0
409
79
1
1,950
bus+train
5,456
4,526
521
26
416
622.7
32,883.5
3,861.5
28,399.3
0
1
1
0
0
17
0
1003_2802978
8
16
741
3,120
0
337
409
2
1,950
bus+train
4,757
3,861
559
26
124
668.5
32,419.2
2,397.2
29,353.6
0
1
1
0
0
17
0