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_2801657
6
14
988
2,580
0
418
58
1
1,850
bus+train
4,342
3,568
356
26
272
425.8
26,838.2
1,817.6
24,594.7
0
1
1
0
0
14
0
1003_2801657
7
14
1,614
2,580
0
418
58
1
1,850
bus+train
4,908
4,194
296
26
212
353.5
27,206.2
2,258
24,594.7
0
1
1
0
0
14
0
1003_2801657
8
14
326
2,580
0
629
89
1
1,850
bus+train
4,006
2,906
471
26
356
562.5
26,566.4
1,409.1
24,594.7
0
1
1
0
0
14
0
1003_2801657
9
14
452
2,580
0
654
202
1
1,850
bus+train
4,144
3,032
458
26
230
546.6
26,982.7
1,841.3
24,594.7
0
1
1
0
0
14
0
1003_2801657
10
14
937
2,580
0
478
58
1
1,850
bus+train
4,471
3,517
476
26
392
567.8
26,864.5
1,702
24,594.7
0
1
1
0
0
14
0
1003_2801657
11
14
711
2,580
0
694
58
1
1,850
bus+train
4,537
3,291
552
26
468
660.3
27,314.1
2,059
24,594.7
0
1
1
0
0
14
0
1003_2801657
12
14
835
2,580
0
478
58
1
1,850
bus+train
4,531
3,415
638
26
554
762.6
26,860.4
1,503.1
24,594.7
0
1
1
0
0
14
0
1003_2801657
13
14
485
2,580
0
594
202
1
1,850
bus+train
4,355
3,065
696
26
468
832.5
27,476
2,048.8
24,594.7
0
1
1
0
0
14
0
1003_2801694
0
14
288
1,920
0
1,043
58
2
1,850
bus+train
3,336
2,208
85
26
1
100.5
25,220.8
883.1
24,237.2
0
1
1
0
18
18
1
1003_2801694
1
14
314
1,920
0
982
89
2
1,850
bus+train
3,332
2,234
116
26
1
137.8
25,393.3
1,018.3
24,237.2
0
1
1
0
0
18
0
1003_2801694
2
14
224
1,920
0
1,043
58
2
1,750
bus+train
3,550
2,144
363
26
279
433.6
25,305.9
635.1
24,237.2
0
1
1
0
0
18
0
1003_2801694
3
14
200
1,920
0
905
58
2
1,750
bus+train
3,405
2,120
380
26
296
453.7
25,246
555.2
24,237.2
0
1
1
0
0
18
0
1003_2801694
4
14
521
1,920
0
905
58
2
1,850
bus+train
3,711
2,441
365
26
281
435.8
25,651.6
978.6
24,237.2
0
1
1
0
0
18
0
1003_2801694
5
14
371
1,920
0
845
58
2
1,750
bus+train
3,558
2,291
422
26
338
504.8
25,496.9
754.9
24,237.2
0
1
1
0
0
18
0
1003_2801694
6
14
449
1,920
0
905
58
2
1,850
bus+train
3,699
2,369
425
26
341
507.3
25,607.8
863.3
24,237.2
0
1
1
0
0
18
0
1003_2801694
7
14
612
1,920
0
905
58
2
1,850
bus+train
3,846
2,532
409
26
325
488.6
25,870.3
1,144.5
24,237.2
0
1
1
0
0
18
0
1003_2801694
8
14
393
1,920
0
1,043
58
2
1,850
bus+train
3,881
2,313
525
26
441
627.7
26,138.8
1,273.9
24,237.2
0
1
1
0
0
18
0
1003_2801694
9
14
493
1,800
0
968
338
1
1,750
bus+train
3,881
2,293
620
26
256
742.3
24,485.8
1,123.1
22,620.5
0
1
1
0
0
18
0
1003_2801694
10
14
414
1,920
0
982
89
2
1,850
bus+train
3,872
2,334
556
26
441
665
26,311.3
1,409.1
24,237.2
0
1
1
0
0
18
0
1003_2801694
11
14
136
1,920
0
905
58
2
1,750
bus+train
3,610
2,056
649
26
565
776.3
25,401.8
388.3
24,237.2
0
1
1
0
0
18
0
1003_2801694
12
14
146
1,920
0
1,043
58
2
1,750
bus+train
3,747
2,066
638
26
554
763.1
25,391.3
391
24,237.2
0
1
1
0
0
18
0
1003_2801694
13
14
430
1,800
0
968
338
1
1,750
bus+train
3,985
2,230
787
26
423
942.4
24,567.2
1,004.3
22,620.5
0
1
1
0
0
18
0
1003_2801697
0
4
337
2,160
0
415
63
1
1,750
bus+train
3,003
2,497
91
26
2
107.4
21,648.1
1,148.5
20,392.3
0
1
1
0
21
24
0.875
1003_2801697
1
4
231
2,160
0
303
122
1
1,750
bus+train
2,844
2,391
150
26
2
178.9
21,648.4
1,077.2
20,392.3
0
1
1
0
3
24
0.125
1003_2801697
2
4
1,162
1,890
0
310
117
1
1,750
bus+train
3,776
3,052
414
26
271
494.2
21,385
3,094.2
17,796.6
0
1
1
0
0
24
0
1003_2801697
3
4
437
2,160
0
937
77
1
1,750
bus+train
3,987
2,597
453
26
350
541.6
22,272.7
1,338.9
20,392.3
0
1
1
0
0
24
0
1003_2801772
0
3
271
2,250
0
582
86
1
1,850
bus+train
3,216
2,521
113
26
1
133.7
26,445
788.4
25,523
0
1
1
0
46
47
0.978723
1003_2801772
1
3
148
2,250
0
582
86
1
1,850
bus+train
3,380
2,398
400
26
288
478.1
26,533.6
532.6
25,523
0
1
1
0
0
47
0
1003_2801772
2
3
204
2,580
0
316
210
1
1,850
bus+train
3,644
2,784
544
26
308
650
26,388.4
1,143.7
24,594.7
0
1
1
0
1
47
0.021277
1003_2801777
0
4
148
2,250
0
650
86
1
1,850
bus+train
3,162
2,398
114
26
2
134.2
26,189.8
532.6
25,523
0
1
1
0
76
76
1
1003_2801777
1
4
137
2,250
0
846
86
1
1,850
bus+train
3,563
2,387
330
26
218
394.3
26,260.4
343.2
25,523
0
1
1
0
0
76
0
1003_2801777
2
4
271
2,250
0
650
86
1
1,850
bus+train
3,572
2,521
401
26
289
478.4
26,789.7
788.4
25,523
0
1
1
0
0
76
0
1003_2801777
3
4
204
2,580
0
404
210
1
1,850
bus+train
3,976
2,784
788
26
552
942.3
26,680.8
1,143.7
24,594.7
0
1
1
0
0
76
0
1003_2801922
0
15
832
2,160
0
715
63
1
1,750
bus+train
3,799
2,992
92
26
3
108.1
24,390.7
3,890.4
20,392.3
0
1
1
0
9
64
0.140625
1003_2801922
1
15
654
2,160
0
615
122
2
1,750
bus+train
3,580
2,814
151
26
3
179.5
24,391
3,819.2
20,392.3
0
1
1
0
41
64
0.640625
1003_2801922
2
15
722
2,160
0
715
63
1
1,750
bus+train
3,980
2,882
383
26
294
457.6
24,479.7
3,629.8
20,392.3
0
1
1
0
0
64
0
1003_2801922
3
15
721
2,160
0
712
63
2
1,750
bus+train
3,685
2,881
92
26
3
108.1
24,390.7
3,890.4
20,392.3
0
1
1
0
0
64
0
1003_2801922
4
15
618
2,160
0
712
63
2
1,750
bus+train
3,873
2,778
383
26
294
457.6
24,479.7
3,629.8
20,392.3
0
1
1
0
0
64
0
1003_2801922
5
15
1,328
2,250
0
823
104
1
1,850
bus+train
4,764
3,578
363
26
233
432.4
29,974.6
4,019.3
25,523
0
1
1
0
0
64
0
1003_2801922
6
15
548
2,160
0
615
122
2
1,750
bus+train
3,765
2,708
442
26
294
529.1
24,479.9
3,558.5
20,392.3
0
1
1
0
0
64
0
1003_2801922
7
15
651
2,160
0
715
63
1
1,750
bus+train
4,041
2,811
515
26
426
615.2
24,510
3,502.5
20,392.3
0
1
1
0
0
64
0
1003_2801922
8
15
964
2,160
0
715
63
1
1,750
bus+train
4,350
3,124
511
26
422
611.1
25,270.5
4,267.2
20,392.3
0
1
1
0
0
64
0
1003_2801922
9
15
579
2,160
0
712
63
2
1,750
bus+train
3,966
2,739
515
26
426
615.2
24,510
3,502.5
20,392.3
0
1
1
0
0
64
0
1003_2801922
10
15
1,328
2,160
0
555
63
1
1,750
bus+train
4,583
3,488
540
26
451
644.2
25,338.6
4,302.1
20,392.3
0
1
1
0
14
64
0.21875
1003_2801922
11
15
489
2,160
0
615
122
2
1,750
bus+train
3,838
2,649
574
26
426
686.7
24,510.2
3,431.2
20,392.3
0
1
1
0
0
64
0
1003_2801922
12
15
1,382
2,250
0
800
86
1
1,850
bus+train
4,943
3,632
511
26
399
611.1
29,706
3,571.9
25,523
0
1
1
0
0
64
0
1003_2801922
13
15
848
2,160
0
772
63
2
1,750
bus+train
4,320
3,008
540
26
451
644.2
25,338.6
4,302.1
20,392.3
0
1
1
0
0
64
0
1003_2801922
14
15
1,435
2,250
0
800
86
1
1,850
bus+train
5,111
3,685
626
26
514
748.8
29,976.3
3,704.6
25,523
0
1
1
0
0
64
0
1003_2801923
0
8
820
1,830
0
836
63
1
1,750
bus+train
3,577
2,650
91
26
2
107.4
23,777.3
3,502.5
20,167.5
0
1
1
0
15
21
0.714286
1003_2801923
1
8
636
1,830
0
635
122
2
1,750
bus+train
3,251
2,466
150
26
2
178.8
23,777.5
3,431.2
20,167.5
0
1
1
0
6
21
0.285714
1003_2801923
2
8
860
1,830
0
836
63
1
1,750
bus+train
3,759
2,690
233
26
144
276.9
24,074.1
3,629.8
20,167.5
0
1
1
0
0
21
0
1003_2801923
3
8
680
1,830
0
635
122
2
1,750
bus+train
3,437
2,510
292
26
144
348.4
24,074.3
3,558.5
20,167.5
0
1
1
0
0
21
0
1003_2801923
4
8
969
1,830
0
836
63
1
1,750
bus+train
4,149
2,799
514
26
425
614.8
24,672.7
3,890.4
20,167.5
0
1
1
0
0
21
0
1003_2801923
5
8
793
1,830
0
635
122
2
1,750
bus+train
3,831
2,623
573
26
425
686.3
24,672.9
3,819.2
20,167.5
0
1
1
0
0
21
0
1003_2801923
6
8
1,729
2,250
0
1,122
86
1
1,850
bus+train
5,635
3,979
534
26
422
637.8
29,865.3
3,704.6
25,523
0
1
1
0
0
21
0
1003_2801923
7
8
1,675
2,250
0
1,182
86
1
1,850
bus+train
5,657
3,925
550
26
438
656
29,750.9
3,571.9
25,523
0
1
1
0
0
21
0
1003_2801926
0
5
783
1,830
0
464
63
1
1,750
bus+train
3,169
2,613
92
26
3
107.7
23,904.9
3,629.8
20,167.5
0
1
1
0
15
15
1
1003_2801926
1
5
745
1,830
0
464
63
1
1,750
bus+train
3,273
2,575
234
26
145
278.5
23,948.5
3,502.5
20,167.5
0
1
1
0
0
15
0
1003_2801926
2
5
895
1,830
0
464
63
1
1,750
bus+train
3,571
2,725
382
26
293
456.8
24,514.7
3,890.4
20,167.5
0
1
1
0
0
15
0
1003_2801926
3
5
1,603
2,250
0
615
86
1
1,850
bus+train
4,914
3,853
446
26
334
531.6
29,626.5
3,571.9
25,523
0
1
1
0
0
15
0
1003_2801926
4
5
1,645
2,250
0
555
86
1
1,850
bus+train
4,922
3,895
472
26
360
563.2
29,790.7
3,704.6
25,523
0
1
1
0
0
15
0
1003_2801940
0
13
1,255
2,160
0
550
63
1
1,750
bus+train
4,055
3,415
90
26
1
105.4
24,799.8
4,302.1
20,392.3
0
1
1
0
21
34
0.617647
1003_2801940
1
13
1,172
2,160
0
626
63
2
1,750
bus+train
4,048
3,332
90
26
1
105.4
24,799.8
4,302.1
20,392.3
0
1
1
0
0
34
0
1003_2801940
2
13
981
2,160
0
1,029
63
1
1,750
bus+train
4,337
3,141
167
26
78
198.1
24,857.5
4,267.2
20,392.3
0
1
1
0
0
34
0
1003_2801940
3
13
1,151
2,160
0
654
63
2
1,750
bus+train
4,132
3,311
167
26
78
197.6
24,857
4,267.2
20,392.3
0
1
1
0
0
34
0
1003_2801940
4
13
1,365
2,160
0
610
63
1
1,750
bus+train
4,450
3,525
315
26
226
375
25,275.2
4,507.9
20,392.3
0
1
1
0
0
34
0
1003_2801940
5
13
1,224
2,160
0
825
63
1
1,750
bus+train
4,546
3,384
337
26
248
402.1
25,316.3
4,522
20,392.3
0
1
1
0
13
34
0.382353
1003_2801940
6
13
1,043
2,160
0
1,029
63
1
1,750
bus+train
4,641
3,203
409
26
320
488.3
25,403.7
4,523.1
20,392.3
0
1
1
0
0
34
0
1003_2801940
7
13
1,068
2,160
0
610
63
1
1,750
bus+train
4,345
3,228
507
26
418
606.1
24,888.8
3,890.4
20,392.3
0
1
1
0
0
34
0
1003_2801940
8
13
1,308
2,730
0
1,094
86
1
1,850
bus+train
5,542
4,038
410
26
298
488.9
30,083.6
3,571.9
26,022.8
0
1
1
0
0
34
0
1003_2801940
9
13
1,483
2,160
0
550
63
1
1,850
bus+train
4,791
3,643
598
26
509
714.9
25,864
4,756.9
20,392.3
0
1
1
0
0
34
0
1003_2801940
10
13
1,288
2,160
0
825
63
1
1,850
bus+train
4,870
3,448
597
26
508
713.9
25,859.1
4,753
20,392.3
0
1
1
0
0
34
0
1003_2801940
11
13
1,140
2,160
0
1,029
63
1
1,850
bus+train
4,934
3,300
605
26
516
724.1
25,821.9
4,705.6
20,392.3
0
1
1
0
0
34
0
1003_2801940
12
13
1,361
2,730
0
1,094
86
1
1,850
bus+train
5,725
4,091
540
26
428
645.6
30,373
3,704.6
26,022.8
0
1
1
0
0
34
0
1003_2801950
0
13
1,300
1,830
0
282
63
1
1,750
bus+train
3,503
3,130
91
26
2
106.7
24,782.1
4,507.9
20,167.5
0
1
1
0
16
16
1
1003_2801950
1
13
1,082
1,830
0
348
63
2
1,750
bus+train
3,616
2,912
356
26
267
424.8
24,853
4,260.7
20,167.5
0
1
1
0
0
16
0
1003_2801950
2
13
1,224
1,830
0
427
63
1
1,750
bus+train
3,782
3,054
301
26
212
357.6
25,047
4,522
20,167.5
0
1
1
0
0
16
0
1003_2801950
3
13
1,157
1,830
0
408
63
2
1,750
bus+train
3,696
2,987
301
26
212
357.6
25,047.5
4,522.4
20,167.5
0
1
1
0
0
16
0
1003_2801950
4
13
1,190
1,830
0
342
63
1
1,750
bus+train
3,680
3,020
318
26
229
379.6
24,849.1
4,302.1
20,167.5
0
1
1
0
0
16
0
1003_2801950
5
13
1,418
1,830
0
282
63
1
1,750
bus+train
3,899
3,248
369
26
280
441
25,365.3
4,756.9
20,167.5
0
1
1
0
0
16
0
1003_2801950
6
13
1,288
1,830
0
367
63
1
1,750
bus+train
3,990
3,118
505
26
416
603.4
25,523.8
4,753
20,167.5
0
1
1
0
0
16
0
1003_2801950
7
13
1,217
1,830
0
348
63
2
1,750
bus+train
3,900
3,047
505
26
416
603.4
25,524.3
4,753.4
20,167.5
0
1
1
0
0
16
0
1003_2801950
8
13
1,494
1,830
0
282
63
1
1,850
bus+train
4,159
3,324
553
26
464
661.1
25,806.9
4,978.4
20,167.5
0
1
1
0
0
16
0
1003_2801950
9
13
1,308
2,250
0
621
86
1
1,850
bus+train
4,643
3,558
464
26
352
554.1
29,648.9
3,571.9
25,523
0
1
1
0
0
16
0
1003_2801950
10
13
999
1,830
0
348
63
2
1,750
bus+train
3,752
2,829
575
26
486
687.9
24,904.1
4,048.7
20,167.5
0
1
1
0
0
16
0
1003_2801950
11
13
1,043
1,830
0
1,051
63
1
1,750
bus+train
4,451
2,873
527
26
438
630.7
25,321.3
4,523.1
20,167.5
0
1
1
0
0
16
0
1003_2801950
12
13
1,361
2,250
0
621
86
1
1,850
bus+train
4,758
3,611
526
26
414
628.4
29,855.9
3,704.6
25,523
0
1
1
0
0
16
0
1003_2801961
0
21
1,370
1,830
0
951
63
1
1,750
bus+train
4,242
3,200
91
26
2
107.1
25,031.4
4,756.9
20,167.5
0
1
1
0
30
30
1
1003_2801961
1
21
993
1,830
0
753
63
2
1,750
bus+train
4,044
2,823
468
26
379
558.8
25,028.3
4,302.1
20,167.5
0
1
1
0
0
30
0
1003_2801961
2
21
1,457
1,830
0
951
63
1
1,850
bus+train
4,576
3,287
338
26
249
403.1
25,549
4,978.4
20,167.5
0
1
1
0
0
30
0
1003_2801961
3
21
1,804
2,250
0
789
86
1
1,850
bus+train
5,199
4,054
356
26
244
424.3
29,881.2
3,934
25,523
0
1
1
0
0
30
0
1003_2801961
4
21
1,272
1,830
0
951
63
1
1,750
bus+train
4,424
3,102
371
26
282
443.2
25,118.5
4,507.9
20,167.5
0
1
1
0
0
30
0
1003_2801961
5
21
986
1,830
0
893
312
2
1,750
bus+train
4,110
2,816
401
26
63
477.9
24,928.6
4,283.3
20,167.5
0
1
1
0
0
30
0
1003_2801961
6
21
0
3,055
0
650
43
1
1,950
train_only
4,134
3,055
429
26
360
512.8
33,530.9
0
33,018.2
0
0
1
0
0
30
0
1003_2801961
7
21
1,082
1,830
0
753
63
2
1,750
bus+train
4,088
2,912
423
26
334
504.4
25,193.8
4,522
20,167.5
0
1
1
0
0
30
0
1003_2801961
8
21
1,284
1,830
0
718
63
1
1,750
bus+train
4,323
3,114
491
26
402
586.5
25,056
4,302.1
20,167.5
0
1
1
0
0
30
0
1003_2801961
9
21
1,386
1,830
0
658
63
1
1,750
bus+train
4,412
3,216
538
26
449
643.2
25,332.6
4,522
20,167.5
0
1
1
0
0
30
0
1003_2801961
10
21
1,330
1,830
0
693
63
2
1,850
bus+train
4,360
3,160
507
26
418
606.7
26,168.4
5,394.2
20,167.5
0
1
1
0
0
30
0
1003_2801961
11
21
1,967
2,250
0
729
86
1
1,850
bus+train
5,385
4,217
439
26
327
524.4
30,502.4
4,455
25,523
0
1
1
0
0
30
0
1003_2801961
12
21
888
1,830
0
833
312
2
1,750
bus+train
4,142
2,718
591
26
253
705.7
24,865
3,991.8
20,167.5
0
1
1
0
0
30
0