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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
0
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1
1
0
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1
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1
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1
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1
1
0
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1
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1
1
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1
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1
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1
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1
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172
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1
1
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1
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1
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538
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1
0
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1
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1
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1
0
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1
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1
1
0
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1
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1
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25
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1
0
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1
1
0
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25
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238
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1
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1
1
0
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25
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1
1
0
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1
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1
1
0
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842
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1
1
0
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25
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1
1
0
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25
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1
1
0
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25
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14
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1,950
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1
1
0
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1
1
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1,950
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273
428
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1
1
0
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1,950
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1
1
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1
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1
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1
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1003_2802810
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396.5
31,693
1,564.2
29,732.2
0
1
1
0
0
13
0
1003_2802810
3
10
336
2,640
0
890
60
1
1,950
bus+train
4,351
2,976
485
26
399
577.9
31,370
1,059.9
29,732.2
0
1
1
0
0
13
0
1003_2802810
4
10
579
2,640
0
830
60
1
1,950
bus+train
4,596
3,219
547
26
461
654
32,121.8
1,735.6
29,732.2
0
1
1
0
0
13
0
1003_2802810
5
10
489
2,640
0
712
60
1
1,950
bus+train
4,430
3,129
589
26
503
703.7
32,317.2
1,881.3
29,732.2
0
1
1
0
0
13
0
1003_2802810
6
10
271
2,640
0
774
122
1
1,950
bus+train
4,304
2,911
619
26
471
740.9
31,350.4
877.2
29,732.2
0
1
1
0
0
13
0
1003_2802810
7
10
763
2,850
0
883
190
1
1,950
bus+train
5,051
3,613
555
26
339
663.9
35,097.7
2,389.7
32,044.2
0
1
1
0
0
13
0
1003_2802810
8
10
430
2,640
0
875
60
2
1,950
bus+train
4,540
3,070
595
26
509
711.8
31,703.6
1,259.5
29,732.2
0
1
1
0
0
13
0
1003_2802810
9
10
564
2,640
0
1,182
122
1
1,950
bus+train
5,001
3,204
615
26
467
736.2
32,009
1,540.6
29,732.2
0
1
1
0
0
13
0
1003_2802813
0
18
935
2,460
0
826
79
1
1,850
bus+train
4,328
3,395
107
26
2
126.4
29,466
1,624.4
27,715.2
0
1
1
0
32
52
0.615385
1003_2802813
1
18
386
2,564
0
925
168
2
1,850
bus+train
4,071
2,950
196
26
2
232.7
29,567.3
834
28,500.6
0
1
1
0
0
52
0
1003_2802813
2
18
1,075
2,460
0
826
79
1
1,850
bus+train
4,742
3,535
381
26
276
454.9
30,040.7
1,870.6
27,715.2
0
1
1
0
0
52
0
1003_2802813
3
18
1,102
2,640
0
1,546
74
1
1,950
bus+train
5,644
3,742
356
26
256
425.6
33,422
3,264.2
29,732.2
0
1
1
0
0
52
0
1003_2802813
4
18
1,138
2,460
0
1,225
79
1
1,850
bus+train
5,202
3,598
379
26
274
452.4
30,040.9
1,873.3
27,715.2
0
1
1
0
13
52
0.25
1003_2802813
5
18
805
2,460
0
826
79
1
1,850
bus+train
4,564
3,265
473
26
368
565.1
29,579.5
1,299.3
27,715.2
0
1
1
0
0
52
0
1003_2802813
6
18
3,105
1,650
0
555
58
1
2,050
bus+train
5,694
4,755
384
26
300
458.1
37,489
20,710.1
16,320.8
0
1
1
0
0
52
0
1003_2802813
7
18
1,114
2,460
0
1,145
79
1
1,850
bus+train
5,119
3,574
400
26
295
478.2
30,081.4
1,887.9
27,715.2
0
1
1
0
6
52
0.115385
1003_2802813
8
18
570
2,564
0
985
168
2
1,850
bus+train
4,587
3,134
468
26
274
558.7
30,142.2
1,082.8
28,500.6
0
1
1
0
0
52
0
1003_2802813
9
18
299
2,564
0
1,093
168
2
1,850
bus+train
4,442
2,863
486
26
292
580
29,814.9
734.3
28,500.6
0
1
1
0
0
52
0
1003_2802813
10
18
822
2,460
0
1,167
170
1
1,850
bus+train
4,940
3,282
491
26
295
587.8
30,061.3
1,758.3
27,715.2
0
1
1
0
1
52
0.019231
1003_2802813
11
18
238
2,564
0
925
168
2
1,850
bus+train
4,289
2,802
562
26
368
671.4
29,680.8
508.8
28,500.6
0
1
1
0
0
52
0
1003_2802813
12
18
1,235
2,460
0
1,165
79
1
1,850
bus+train
5,362
3,695
502
26
397
600.3
30,349.7
2,034.1
27,715.2
0
1
1
0
0
52
0
1003_2802813
13
18
719
2,460
0
886
79
1
1,850
bus+train
4,676
3,179
611
26
506
729.9
29,592
1,146.9
27,715.2
0
1
1
0
0
52
0
1003_2802813
14
18
2,778
2,010
0
760
172
1
1,950
bus+train
6,088
4,788
540
26
342
644.8
31,368.7
7,970.6
22,753.2
0
1
1
0
0
52
0
1003_2802813
15
18
2,451
2,010
0
729
213
1
1,850
bus+train
5,771
4,461
581
26
342
694.2
30,534.3
7,086.9
22,753.2
0
1
1
0
0
52
0
1003_2802813
16
18
149
2,564
0
985
168
2
1,850
bus+train
4,398
2,713
700
26
506
836.2
29,693.2
356.4
28,500.6
0
1
1
0
0
52
0
1003_2802813
17
18
1,301
2,640
0
1,546
74
1
1,950
bus+train
6,023
3,941
536
26
436
640.8
34,167.4
3,794.4
29,732.2
0
1
1
0
0
52
0
1003_2802840
0
10
627
2,640
0
1,253
122
1
1,950
bus+train
4,671
3,267
151
26
3
178.3
31,364.1
1,453.5
29,732.2
0
1
1
0
13
13
1
1003_2802840
1
10
361
2,640
0
627
122
1
1,950
bus+train
4,115
3,001
487
26
339
580.7
31,095.2
782.3
29,732.2
0
1
1
0
0
13
0
1003_2802840
2
10
1,269
2,850
0
656
190
1
2,050
bus+train
5,143
4,119
368
26
152
439.9
35,655.3
3,171.3
32,044.2
0
1
1
0
0
13
0