od_pair
large_string
alt_idx
int64
choice_set_size
int64
ivt_bus
float64
ivt_train
float64
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
1003_2800419
8
13
1,280
1,770
0
840
85
2
1,850
bus+train
4,481
3,050
591
26
480
707.4
27,439.4
4,060.1
22,671.8
0
1
1
0
0
16
0
1003_2800419
9
13
1,394
1,770
0
651
85
2
1,850
bus+train
4,427
3,164
612
26
501
732.4
27,140.5
3,736.2
22,671.8
0
1
1
0
0
16
0
1003_2800419
10
13
1,491
1,770
0
1,128
85
2
1,850
bus+train
4,934
3,261
545
26
434
652.2
28,219.8
4,895.8
22,671.8
0
1
1
0
0
16
0
1003_2800419
11
13
3,564
630
0
1,593
110
1
1,850
bus+train
6,268
4,194
481
26
345
574.8
27,339.2
21,967.9
4,796.4
0
1
1
0
0
16
0
1003_2800419
12
13
1,470
1,770
0
1,112
82
2
1,850
bus+train
4,941
3,240
589
26
481
704.8
28,180.7
4,804
22,671.8
0
1
1
0
0
16
0
1003_2800432
0
10
4,477
300
0
790
126
1
1,850
bus+train
5,727
4,777
160
26
8
189.8
29,890.3
26,667.5
3,033.1
0
1
1
0
27
27
1
1003_2800432
1
10
2,030
420
0
1,176
388
2
1,850
bus+train
4,048
2,450
422
26
8
503.6
28,419.4
23,087
4,828.7
0
1
1
0
0
27
0
1003_2800432
2
10
4,495
0
0
705
25
1
1,900
bus_only
5,539
4,495
339
306
8
404.5
30,471.7
30,067.2
0
0
1
0
0
0
27
0
1003_2800432
3
10
4,572
300
0
790
126
1
1,850
bus+train
6,146
4,872
484
26
332
578.9
30,573
26,961.1
3,033.1
0
1
1
0
0
27
0
1003_2800432
4
10
3,548
180
0
880
201
2
2,050
bus+train
5,167
3,728
559
26
332
667.6
37,820.5
34,512.6
2,640.3
0
1
1
0
0
27
0
1003_2800432
5
10
2,376
420
0
1,685
388
1
1,850
bus+train
5,143
2,796
662
26
248
792
28,995.8
23,375.1
4,828.7
0
1
1
0
0
27
0
1003_2800432
6
10
4,590
0
0
705
25
1
1,900
bus_only
5,958
4,590
663
306
332
793.6
31,154.4
30,360.9
0
0
1
0
0
0
27
0
1003_2800432
7
10
2,125
420
0
1,176
388
2
1,850
bus+train
4,467
2,545
746
26
332
892.8
29,102.1
23,380.6
4,828.7
0
1
1
0
0
27
0
1003_2800432
8
10
1,777
2,010
0
596
371
2
1,950
bus+train
5,140
3,787
757
26
360
905.7
33,014.9
6,436.6
25,672.6
0
1
1
0
0
27
0
1003_2800432
9
10
1,810
2,010
0
596
371
2
1,950
bus+train
5,281
3,820
865
26
468
1,035.5
33,258
6,550
25,672.6
0
1
1
0
0
27
0
1003_2800435
0
12
3,700
630
0
950
110
1
1,850
bus+train
5,424
4,330
144
26
8
170.6
27,709.1
22,742.1
4,796.4
0
1
1
0
0
18
0
1003_2800435
1
12
1,040
2,130
0
1,205
219
3
1,950
bus+train
4,672
3,170
297
26
52
353.5
33,143.9
4,625.3
28,165.2
0
1
1
0
0
18
0
1003_2800435
2
12
2,651
420
0
1,365
388
1
1,850
bus+train
4,858
3,071
422
26
8
504.1
28,707.9
23,375.1
4,828.7
0
1
1
0
18
18
1
1003_2800435
3
12
1,713
1,770
0
1,257
85
2
1,850
bus+train
4,859
3,483
119
26
8
141.2
29,063
6,250
22,671.8
0
1
1
0
0
18
0
1003_2800435
4
12
1,112
2,130
0
1,205
219
2
1,950
bus+train
4,742
3,242
295
26
50
350.6
33,141
4,625.3
28,165.2
0
1
1
0
0
18
0
1003_2800435
5
12
3,827
630
0
1,010
110
1
1,850
bus+train
5,852
4,457
385
26
249
458.8
28,219.2
22,963.9
4,796.4
0
1
1
0
0
18
0
1003_2800435
6
12
3,565
630
0
950
110
1
1,850
bus+train
5,613
4,195
468
26
332
558.7
27,803.6
22,448.4
4,796.4
0
1
1
0
0
18
0
1003_2800435
7
12
1,600
1,770
0
1,257
85
2
1,850
bus+train
5,070
3,370
443
26
332
529.4
29,157.6
5,956.4
22,671.8
0
1
1
0
0
18
0
1003_2800435
8
12
1,007
2,130
0
1,205
219
2
1,950
bus+train
4,868
3,137
526
26
281
627.5
33,127.3
4,334.7
28,165.2
0
1
1
0
0
18
0
1003_2800435
9
12
940
2,130
0
1,265
219
3
1,950
bus+train
4,861
3,070
526
26
281
627.5
33,127.3
4,334.7
28,165.2
0
1
1
0
0
18
0
1003_2800435
10
12
1,243
2,130
0
1,145
219
2
1,950
bus+train
5,090
3,373
572
26
327
683.5
33,726.2
4,877.5
28,165.2
0
1
1
0
0
18
0
1003_2800435
11
12
1,160
2,130
0
1,205
219
3
1,950
bus+train
5,067
3,290
572
26
327
683.5
33,726.2
4,877.5
28,165.2
0
1
1
0
0
18
0
1003_2800440
0
10
3,763
630
0
461
110
1
1,850
bus+train
4,992
4,393
138
26
2
163.1
27,923.5
22,963.9
4,796.4
0
1
1
0
1
13
0.076923
1003_2800440
1
10
413
2,391
0
807
226
3
1,950
bus+train
3,915
2,804
304
26
52
362.9
33,086.9
1,833.8
30,890.2
0
1
1
0
0
13
0
1003_2800440
2
10
3,651
630
0
521
110
1
1,850
bus+train
5,188
4,281
386
26
250
460.1
27,998.6
22,742.1
4,796.4
0
1
1
0
0
13
0
1003_2800440
3
10
1,858
1,770
0
716
85
2
1,850
bus+train
4,457
3,628
113
26
2
133.8
29,095.8
6,290.2
22,671.8
0
1
1
0
12
13
0.923077
1003_2800440
4
10
1,034
2,130
0
843
219
2
1,950
bus+train
4,294
3,164
287
26
42
340.8
32,840.6
4,334.7
28,165.2
0
1
1
0
0
13
0
1003_2800440
5
10
624
2,486
0
842
156
3
1,950
bus+train
4,182
3,110
230
26
48
272.7
34,431.6
2,516.4
31,642.5
0
1
1
0
0
13
0
1003_2800440
6
10
1,779
1,770
0
776
85
2
1,850
bus+train
4,686
3,549
361
26
250
430.7
29,170.8
6,068.3
22,671.8
0
1
1
0
0
13
0
1003_2800440
7
10
731
2,486
0
842
156
3
1,950
bus+train
4,531
3,217
472
26
290
563.3
35,010.6
2,804.8
31,642.5
0
1
1
0
0
13
0
1003_2800440
8
10
1,166
2,130
0
843
219
2
1,950
bus+train
4,671
3,296
532
26
287
634.8
33,425.2
4,625.3
28,165.2
0
1
1
0
0
13
0
1003_2800440
9
10
527
2,391
0
867
226
3
1,950
bus+train
4,324
2,918
539
26
287
643.7
33,658.3
2,124.4
30,890.2
0
1
1
0
0
13
0
1003_2800734
0
23
695
2,664
0
505
98
2
1,950
bus+train
3,990
3,359
126
26
2
149.2
31,337.5
1,309.5
29,878.8
0
1
1
0
0
48
0
1003_2800734
1
23
587
2,664
0
505
98
2
1,950
bus+train
4,045
3,251
289
26
165
345.3
31,386.3
1,162.2
29,878.8
0
1
1
0
0
48
0
1003_2800734
2
23
1,975
2,250
0
671
86
1
1,850
bus+train
5,010
4,225
114
26
2
134.5
29,192.5
3,535
25,523
0
1
1
0
48
48
1
1003_2800734
3
23
1,867
2,250
0
671
86
1
1,850
bus+train
5,065
4,117
277
26
165
330.6
29,241.2
3,387.7
25,523
0
1
1
0
0
48
0
1003_2800734
4
23
2,066
2,250
0
671
86
1
1,850
bus+train
5,266
4,316
279
26
167
332.3
29,537.1
3,681.8
25,523
0
1
1
0
0
48
0
1003_2800734
5
23
1,422
2,460
0
345
209
1
1,950
bus+train
4,617
3,882
390
26
155
465.6
31,843.1
3,662.3
27,715.2
0
1
1
0
0
48
0
1003_2800734
6
23
501
2,664
0
505
98
2
1,950
bus+train
4,054
3,165
384
26
260
458.4
31,292.2
954.9
29,878.8
0
1
1
0
0
48
0
1003_2800734
7
23
1,781
2,250
0
671
86
1
1,850
bus+train
5,074
4,031
372
26
260
443.7
29,147.1
3,180.4
25,523
0
1
1
0
0
48
0
1003_2800734
8
23
1,414
2,640
0
296
86
1
1,950
bus+train
4,848
4,054
498
26
386
595.3
34,105.8
3,778.2
29,732.2
0
1
1
0
0
48
0
1003_2800734
9
23
1,546
2,580
0
858
58
1
1,850
bus+train
5,386
4,126
402
26
318
481
29,517.1
4,441.3
24,594.7
0
1
1
0
0
48
0
1003_2800734
10
23
2,153
2,250
0
671
86
1
1,850
bus+train
5,488
4,403
414
26
302
494.8
29,849.1
3,831.4
25,523
0
1
1
0
0
48
0
1003_2800734
11
23
1,578
2,640
0
236
86
1
1,950
bus+train
4,953
4,218
499
26
387
596.5
34,528.5
4,199.8
29,732.2
0
1
1
0
0
48
0
1003_2800734
12
23
1,281
2,250
0
640
147
1
1,850
bus+train
4,730
3,531
559
26
386
668.6
29,445.5
3,253.9
25,523
0
1
1
0
0
48
0
1003_2800734
13
23
327
2,664
0
565
98
2
1,950
bus+train
4,124
2,991
568
26
444
678.7
31,296.8
739.3
29,878.8
0
1
1
0
0
48
0
1003_2800734
14
23
1,431
2,250
0
580
147
1
1,850
bus+train
4,821
3,681
560
26
387
669.7
29,868.2
3,675.5
25,523
0
1
1
0
0
48
0
1003_2800734
15
23
955
2,250
0
1,328
147
1
1,850
bus+train
5,048
3,205
515
26
342
615
28,854.1
2,716.1
25,523
0
1
1
0
0
48
0
1003_2800734
16
23
1,307
2,460
0
345
209
1
1,950
bus+train
4,707
3,767
595
26
360
711.5
31,790.3
3,363.6
27,715.2
0
1
1
0
0
48
0
1003_2800734
17
23
416
2,664
0
719
98
3
1,950
bus+train
4,290
3,080
491
26
367
587
31,352.8
887
29,878.8
0
1
1
0
0
48
0
1003_2800734
18
23
1,604
2,460
0
345
209
1
1,950
bus+train
4,981
4,064
572
26
337
685.3
32,487.9
4,087.4
27,715.2
0
1
1
0
0
48
0
1003_2800734
19
23
1,899
2,580
0
858
58
1
1,850
bus+train
5,791
4,479
454
26
370
543.2
29,696.5
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24,594.7
0
1
1
0
0
48
0
1003_2800734
20
23
1,530
2,460
0
285
209
1
1,950
bus+train
4,880
3,990
605
26
370
724.7
32,406.1
3,966.2
27,715.2
0
1
1
0
0
48
0
1003_2800734
21
23
929
2,250
0
1,409
147
2
1,850
bus+train
5,063
3,179
475
26
302
568.4
29,138.8
3,047.5
25,523
0
1
1
0
0
48
0
1003_2800734
22
23
1,219
2,460
0
345
209
1
1,950
bus+train
4,699
3,679
675
26
440
807.6
31,738.7
3,215.9
27,715.2
0
1
1
0
0
48
0
1003_2800742
0
23
1,867
2,250
0
258
86
1
1,850
bus+train
4,492
4,117
117
26
5
137.6
29,048.2
3,387.7
25,523
0
1
1
0
20
20
1
1003_2800742
1
23
587
2,664
0
561
98
2
1,950
bus+train
3,941
3,251
129
26
5
152.3
31,193.3
1,162.2
29,878.8
0
1
1
0
0
20
0
1003_2800742
2
23
1,975
2,250
0
258
86
1
1,850
bus+train
4,765
4,225
282
26
170
335.9
29,393.9
3,535
25,523
0
1
1
0
0
20
0
1003_2800742
3
23
1,781
2,250
0
258
86
1
1,850
bus+train
4,634
4,031
345
26
233
411.1
29,114.5
3,180.4
25,523
0
1
1
0
0
20
0
1003_2800742
4
23
1,253
2,250
0
364
147
1
1,850
bus+train
4,266
3,503
399
26
226
475.6
29,474.7
3,476.2
25,523
0
1
1
0
0
20
0
1003_2800742
5
23
955
2,250
0
364
147
1
1,850
bus+train
4,002
3,205
433
26
260
516.1
28,755.2
2,716.1
25,523
0
1
1
0
0
20
0
1003_2800742
6
23
501
2,664
0
561
98
2
1,950
bus+train
4,083
3,165
357
26
233
425.8
31,259.6
954.9
29,878.8
0
1
1
0
0
20
0
1003_2800742
7
23
2,066
2,250
0
258
86
1
1,850
bus+train
5,013
4,316
439
26
327
524.3
29,729
3,681.8
25,523
0
1
1
0
0
20
0
1003_2800742
8
23
875
2,250
0
505
147
2
1,850
bus+train
4,126
3,125
496
26
323
592.3
28,994.4
2,879.2
25,523
0
1
1
0
0
20
0
1003_2800742
9
23
1,408
2,250
0
304
147
1
1,850
bus+train
4,511
3,658
549
26
376
656.4
30,077.1
3,897.8
25,523
0
1
1
0
0
20
0
1003_2800742
10
23
1,607
2,250
0
258
86
1
1,850
bus+train
4,680
3,857
565
26
453
675.6
29,163.4
2,964.8
25,523
0
1
1
0
0
20
0
1003_2800742
11
23
1,160
2,250
0
304
147
1
1,850
bus+train
4,322
3,410
608
26
435
727.1
29,470.2
3,220.1
25,523
0
1
1
0
0
20
0
1003_2800742
12
23
327
2,664
0
561
98
2
1,950
bus+train
4,129
2,991
577
26
453
690.3
31,308.4
739.3
29,878.8
0
1
1
0
0
20
0
1003_2800742
13
23
1,027
2,250
0
304
147
1
1,850
bus+train
4,248
3,277
667
26
494
798
29,285.3
2,964.3
25,523
0
1
1
0
0
20
0
1003_2800742
14
23
1,315
2,460
0
347
244
1
1,950
bus+train
4,740
3,775
618
26
348
738.1
31,953.4
3,500.1
27,715.2
0
1
1
0
0
20
0
1003_2800742
15
23
2,153
2,250
0
258
86
1
1,850
bus+train
5,244
4,403
583
26
471
697
30,051.3
3,831.4
25,523
0
1
1
0
0
20
0
1003_2800742
16
23
929
2,250
0
445
147
2
1,850
bus+train
4,268
3,179
644
26
471
770.6
29,341
3,047.5
25,523
0
1
1
0
0
20
0
1003_2800742
17
23
1,055
2,250
0
505
147
2
1,850
bus+train
4,451
3,305
641
26
468
767.7
29,613.1
3,322.4
25,523
0
1
1
0
0
20
0
1003_2800742
18
23
1,546
2,580
0
910
58
1
1,850
bus+train
5,569
4,126
533
26
449
638.1
29,674.2
4,441.3
24,594.7
0
1
1
0
0
20
0
1003_2800742
19
23
216
2,664
0
621
98
2
1,950
bus+train
4,173
2,880
672
26
548
803.3
31,241
558.8
29,878.8
0
1
1
0
0
20
0
1003_2800742
20
23
995
2,250
0
445
147
2
1,850
bus+train
4,389
3,245
699
26
526
836.5
29,560.6
3,201.1
25,523
0
1
1
0
0
20
0
1003_2800742
21
23
1,482
2,460
0
347
244
1
1,950
bus+train
5,027
3,942
738
26
468
884
32,524.5
3,925.2
27,715.2
0
1
1
0
0
20
0
1003_2800742
22
23
1,899
2,580
0
910
58
1
1,850
bus+train
5,999
4,479
610
26
526
729.6
29,883
4,558.6
24,594.7
0
1
1
0
0
20
0
1003_2800750
0
15
1,227
2,730
0
1,142
86
1
1,850
bus+train
5,213
3,957
114
26
2
134.5
29,337.8
3,180.4
26,022.8
0
1
1
0
23
23
1
1003_2800750
1
15
867
2,730
0
658
147
1
1,850
bus+train
4,539
3,597
284
26
111
338.4
29,077.4
2,716.1
26,022.8
0
1
1
0
0
23
0
1003_2800750
2
15
1,077
2,730
0
1,142
86
1
1,850
bus+train
5,303
3,807
354
26
242
423
29,410.6
2,964.8
26,022.8
0
1
1
0
0
23
0
1003_2800750
3
15
1,305
2,730
0
1,142
86
1
1,850
bus+train
5,522
4,035
345
26
233
412.2
29,822.7
3,387.7
26,022.8
0
1
1
0
0
23
0
1003_2800750
4
15
1,077
2,190
0
1,155
86
2
1,850
bus+train
4,776
3,267
354
26
242
423
28,910.8
2,964.8
25,523
0
1
1
0
0
23
0
1003_2800750
5
15
1,405
2,730
0
1,142
86
1
1,850
bus+train
5,649
4,135
372
26
260
443.8
30,001.7
3,535
26,022.8
0
1
1
0
0
23
0
1003_2800750
6
15
909
2,730
0
658
147
1
1,850
bus+train
4,797
3,639
500
26
327
598.2
29,585.3
2,964.3
26,022.8
0
1
1
0
0
23
0
1003_2800750
7
15
704
2,730
0
718
147
1
1,850
bus+train
4,727
3,434
575
26
402
688.4
29,159.3
2,448.1
26,022.8
0
1
1
0
0
23
0
1003_2800750
8
15
1,466
2,730
0
1,202
86
1
1,850
bus+train
5,822
4,196
424
26
312
505.3
30,209.8
3,681.8
26,022.8
0
1
1
0
0
23
0
1003_2800750
9
15
981
2,190
0
1,155
86
2
1,850
bus+train
4,836
3,171
510
26
398
610.2
28,917.5
2,784.3
25,523
0
1
1
0
0
23
0
1003_2800750
10
15
981
2,730
0
1,142
86
1
1,850
bus+train
5,363
3,711
510
26
398
610.2
29,417.3
2,784.3
26,022.8
0
1
1
0
0
23
0
1003_2800750
11
15
1,046
2,730
0
658
147
1
1,850
bus+train
5,020
3,776
586
26
413
701.6
29,944.5
3,220.1
26,022.8
0
1
1
0
0
23
0
1003_2800750
12
15
1,242
3,000
0
850
206
1
1,950
bus+train
5,622
4,242
530
26
298
632.6
32,696
3,664
28,399.3
0
1
1
0
0
23
0
1003_2800750
13
15
1,144
2,730
0
658
147
1
1,850
bus+train
5,139
3,874
607
26
434
726.3
30,225.3
3,476.2
26,022.8
0
1
1
0
0
23
0
1003_2800750
14
15
1,552
2,730
0
1,142
86
1
1,850
bus+train
6,020
4,282
596
26
484
713.1
30,567.3
3,831.4
26,022.8
0
1
1
0
0
23
0
1003_2801024
0
15
1,694
1,650
0
847
189
1
1,850
bus+train
4,408
3,344
217
26
2
259.2
26,983.5
6,689.6
20,034.7
0
1
1
0
12
13
0.923077
1003_2801024
1
15
474
2,250
0
1,132
180
2
1,850
bus+train
4,064
2,724
208
26
2
246.9
28,831.3
1,493.4
27,090.9
0
1
1
0
0
13
0