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_2802129
7
14
908
2,250
0
783
104
1
1,850
bus+train
4,456
3,158
515
26
385
615.9
28,144
2,005.2
25,523
0
1
1
0
0
52
0
1003_2802129
8
14
798
2,250
0
762
161
1
1,850
bus+train
4,382
3,048
572
26
385
684.4
28,501.9
2,294.5
25,523
0
1
1
0
0
52
0
1003_2802129
9
14
1,067
2,250
0
587
30
2
1,850
bus+train
4,476
3,317
572
26
516
684.5
29,069.6
2,862.1
25,523
0
1
1
0
0
52
0
1003_2802129
10
14
1,260
2,250
0
945
104
1
1,850
bus+train
5,081
3,510
626
26
496
748.6
29,082.2
2,810.7
25,523
0
1
1
0
0
52
0
1003_2802129
11
14
567
2,250
0
434
400
1
1,850
bus+train
4,062
2,817
811
26
385
971.5
28,087.2
1,592.8
25,523
0
1
1
0
0
52
0
1003_2802129
12
14
1,155
2,250
0
684
161
1
1,850
bus+train
4,792
3,405
703
26
516
841.8
29,480.7
3,115.9
25,523
0
1
1
0
1
52
0.019231
1003_2802129
13
14
67
2,640
0
721
152
2
1,850
bus+train
4,141
2,707
713
26
535
853.4
28,939.6
204.9
27,881.3
0
1
1
0
0
52
0
1003_2802131
0
8
1,645
1,830
0
630
122
1
1,850
bus+train
4,254
3,475
149
26
1
177.4
26,539.8
6,194.9
20,167.5
0
1
1
0
19
19
1
1003_2802131
1
8
1,281
1,830
0
743
122
1
1,850
bus+train
4,225
3,111
371
26
223
442.9
26,020.2
5,409.8
20,167.5
0
1
1
0
0
19
0
1003_2802131
2
8
1,415
1,830
0
683
122
1
1,850
bus+train
4,329
3,245
401
26
253
479.8
26,274.2
5,626.9
20,167.5
0
1
1
0
0
19
0
1003_2802131
3
8
1,504
1,830
0
630
122
1
1,850
bus+train
4,368
3,334
404
26
256
483.5
26,618.1
5,967.2
20,167.5
0
1
1
0
0
19
0
1003_2802131
4
8
1,762
1,830
0
630
122
1
1,850
bus+train
4,697
3,592
475
26
327
568.8
27,221.7
6,485.4
20,167.5
0
1
1
0
0
19
0
1003_2802131
5
8
2,179
2,250
0
668
104
1
1,950
bus+train
5,505
4,429
408
26
278
487.1
31,470.5
5,460.4
25,523
0
1
1
0
0
19
0
1003_2802131
6
8
1,149
1,830
0
683
122
1
1,850
bus+train
4,331
2,979
669
26
521
801.4
26,133.1
5,164.3
20,167.5
0
1
1
0
0
19
0
1003_2802131
7
8
1,374
1,830
0
690
122
1
1,850
bus+train
4,572
3,204
678
26
530
811.6
26,658.5
5,679.4
20,167.5
0
1
1
0
0
19
0
1003_2802141
0
14
1,074
2,250
0
452
30
2
1,850
bus+train
3,834
3,324
58
26
2
67.1
28,436.5
2,846.4
25,523
0
1
1
0
0
24
0
1003_2802141
1
14
687
2,250
0
560
30
3
1,850
bus+train
3,942
2,937
445
26
389
530.7
28,456.7
2,403.1
25,523
0
1
1
0
0
24
0
1003_2802141
2
14
1,255
2,250
0
875
104
1
1,850
bus+train
4,512
3,505
132
26
2
155.9
28,489.6
2,810.7
25,523
0
1
1
0
24
24
1
1003_2802141
3
14
827
2,250
0
653
30
3
1,850
bus+train
4,247
3,077
517
26
461
618.2
28,499
2,357.9
25,523
0
1
1
0
0
24
0
1003_2802141
4
14
830
2,250
0
469
161
1
1,850
bus+train
4,108
3,080
559
26
372
667.7
28,847.5
2,656.8
25,523
0
1
1
0
0
24
0
1003_2802141
5
14
795
2,250
0
482
30
2
1,850
bus+train
4,070
3,045
543
26
487
649
28,575
2,403.1
25,523
0
1
1
0
0
24
0
1003_2802141
6
14
844
2,250
0
560
30
3
1,850
bus+train
4,176
3,094
522
26
466
623.3
29,053.1
2,906.8
25,523
0
1
1
0
0
24
0
1003_2802141
7
14
1,090
2,250
0
765
104
1
1,850
bus+train
4,696
3,340
591
26
461
707
28,552.1
2,322.2
25,523
0
1
1
0
0
24
0
1003_2802141
8
14
1,078
2,220
0
630
94
2
1,850
bus+train
4,514
3,298
586
26
466
700.7
29,046.3
3,975.6
24,369.9
0
1
1
0
0
24
0
1003_2802141
9
14
1,701
2,640
0
371
74
1
2,050
bus+train
5,278
4,341
566
26
466
676.7
36,065.8
5,656.9
29,732.2
0
1
1
0
0
24
0
1003_2802141
10
14
830
2,250
0
519
161
2
1,850
bus+train
4,247
3,080
648
26
461
775.6
28,910.1
2,611.5
25,523
0
1
1
0
0
24
0
1003_2802141
11
14
1,124
2,250
0
1,125
104
1
1,850
bus+train
5,095
3,374
596
26
466
712.1
29,106.3
2,871.2
25,523
0
1
1
0
0
24
0
1003_2802141
12
14
986
2,250
0
1,042
161
1
1,850
bus+train
4,931
3,236
653
26
466
780.7
29,464.2
3,160.6
25,523
0
1
1
0
0
24
0
1003_2802141
13
14
1,253
2,250
0
765
104
1
1,850
bus+train
4,930
3,503
662
26
532
791.9
29,089
2,774.2
25,523
0
1
1
0
0
24
0
1003_2802439
0
9
1,436
2,460
0
417
79
1
1,950
bus+train
4,424
3,896
111
26
6
130.8
32,334
4,488
27,715.2
0
1
1
0
19
24
0.791667
1003_2802439
1
9
988
2,564
0
564
168
2
1,950
bus+train
4,316
3,552
200
26
6
237.1
32,435.3
3,697.5
28,500.6
0
1
1
0
0
24
0
1003_2802439
2
9
1,512
2,460
0
417
79
1
1,950
bus+train
4,690
3,972
301
26
196
359.5
32,738.5
4,663.7
27,715.2
0
1
1
0
0
24
0
1003_2802439
3
9
1,371
2,460
0
597
170
1
1,950
bus+train
4,792
3,831
364
26
168
435.4
32,558.8
4,408.2
27,715.2
0
1
1
0
0
24
0
1003_2802439
4
9
2,840
1,650
0
599
58
1
2,050
bus+train
5,519
4,490
430
26
346
513.9
37,290.7
20,456.1
16,320.8
0
1
1
0
0
24
0
1003_2802439
5
9
1,583
2,460
0
417
79
1
1,950
bus+train
4,995
4,043
535
26
430
639.3
33,225.6
4,871.1
27,715.2
0
1
1
0
0
24
0
1003_2802439
6
9
3,017
1,650
0
659
58
1
2,050
bus+train
5,803
4,667
477
26
393
568.7
37,828.8
20,939.4
16,320.8
0
1
1
0
0
24
0
1003_2802439
7
9
1,774
2,460
0
883
79
1
1,950
bus+train
5,587
4,234
470
26
365
561.9
33,093.7
4,816.6
27,715.2
0
1
1
0
5
24
0.208333
1003_2802439
8
9
1,427
2,460
0
597
170
1
1,950
bus+train
5,049
3,887
565
26
369
676
32,993.9
4,602.7
27,715.2
0
1
1
0
0
24
0
1003_2802476
0
10
1,482
2,460
0
418
79
2
1,950
bus+train
4,466
3,942
106
26
1
124.6
32,656.4
4,816.6
27,715.2
0
1
1
0
0
21
0
1003_2802476
1
10
1,365
2,460
0
428
79
1
1,950
bus+train
4,633
3,825
380
26
275
453.2
32,656.4
4,488
27,715.2
0
1
1
0
0
21
0
1003_2802476
2
10
1,604
2,460
0
835
79
1
1,950
bus+train
5,005
4,064
106
26
1
124.6
32,656.4
4,816.6
27,715.2
0
1
1
0
21
21
1
1003_2802476
3
10
2,672
1,650
0
830
58
1
2,050
bus+train
5,273
4,322
121
26
37
142.4
37,402.6
20,939.4
16,320.8
0
1
1
0
0
21
0
1003_2802476
4
10
1,440
2,460
0
368
79
1
1,950
bus+train
4,788
3,900
520
26
415
621.5
33,000.4
4,663.7
27,715.2
0
1
1
0
0
21
0
1003_2802476
5
10
1,430
2,460
0
631
79
2
1,950
bus+train
4,962
3,890
441
26
336
526.6
32,779.7
4,537.9
27,715.2
0
1
1
0
0
21
0
1003_2802476
6
10
1,822
2,460
0
835
79
1
1,950
bus+train
5,660
4,282
543
26
438
649.1
33,569.8
5,205.4
27,715.2
0
1
1
0
0
21
0
1003_2802476
7
10
2,491
1,650
0
830
58
1
2,050
bus+train
5,568
4,141
597
26
513
714
37,490.8
20,456.1
16,320.8
0
1
1
0
0
21
0
1003_2802476
8
10
1,302
2,460
0
716
170
1
1,950
bus+train
5,178
3,762
700
26
504
838.5
33,156.4
4,602.7
27,715.2
0
1
1
0
0
21
0
1003_2802476
9
10
1,254
2,460
0
776
170
1
1,950
bus+train
5,539
3,714
1,049
26
853
1,255.9
33,379.3
4,408.2
27,715.2
0
1
1
0
0
21
0
1003_2802514
0
19
2,091
2,460
0
620
79
1
1,950
bus+train
5,282
4,551
111
26
6
130.5
34,267.3
6,421.6
27,715.2
0
1
1
0
14
14
1
1003_2802514
1
19
1,678
2,640
0
589
60
2
2,050
bus+train
5,181
4,318
274
26
188
326
36,926.4
6,868.1
29,732.2
0
1
1
0
0
14
0
1003_2802514
2
19
2,022
2,460
0
620
79
1
1,950
bus+train
5,378
4,482
276
26
171
328.8
34,316.8
6,272.8
27,715.2
0
1
1
0
0
14
0
1003_2802514
3
19
1,822
2,640
0
589
60
2
2,050
bus+train
5,307
4,462
256
26
170
305.3
37,254.9
7,217.4
29,732.2
0
1
1
0
0
14
0
1003_2802514
4
19
2,141
2,460
0
620
79
1
1,950
bus+train
5,561
4,601
340
26
235
406
34,754.8
6,633.6
27,715.2
0
1
1
0
0
14
0
1003_2802514
5
19
1,770
2,640
0
589
60
2
2,050
bus+train
5,314
4,410
315
26
229
375
37,155.4
7,048.1
29,732.2
0
1
1
0
0
14
0
1003_2802514
6
19
1,619
2,640
0
589
60
2
2,050
bus+train
5,251
4,259
403
26
317
481
36,892.5
6,679.3
29,732.2
0
1
1
0
0
14
0
1003_2802514
7
19
1,932
2,460
0
620
79
1
1,950
bus+train
5,477
4,392
465
26
360
555.3
34,360.3
6,089.8
27,715.2
0
1
1
0
0
14
0
1003_2802514
8
19
1,863
2,460
0
680
79
1
1,950
bus+train
5,528
4,323
525
26
420
626.5
34,243.8
5,902.1
27,715.2
0
1
1
0
0
14
0
1003_2802514
9
19
1,573
2,640
0
907
87
3
2,050
bus+train
5,517
4,213
397
26
284
472.9
37,014.3
6,809.1
29,732.2
0
1
1
0
0
14
0
1003_2802514
10
19
1,730
2,640
0
697
60
3
2,050
bus+train
5,463
4,370
396
26
310
472.8
37,337.9
7,132.9
29,732.2
0
1
1
0
0
14
0
1003_2802514
11
19
2,587
2,850
0
223
190
1
2,150
bus+train
6,129
5,437
469
26
253
560.7
41,173.3
8,568.4
32,044.2
0
1
1
0
0
14
0
1003_2802514
12
19
1,798
2,850
0
601
190
1
2,050
bus+train
5,782
4,648
533
26
317
637.9
39,477.2
6,795.1
32,044.2
0
1
1
0
0
14
0
1003_2802514
13
19
1,529
2,640
0
649
60
2
2,050
bus+train
5,367
4,169
549
26
463
655.6
36,915.1
6,527.3
29,732.2
0
1
1
0
0
14
0
1003_2802514
14
19
2,124
2,460
0
266
79
2
2,050
bus+train
5,518
4,584
668
26
563
799.5
35,831.9
7,317.2
27,715.2
0
1
1
0
0
14
0
1003_2802514
15
19
1,718
2,850
0
601
190
1
2,050
bus+train
5,853
4,568
684
26
468
819.2
39,506.3
6,643
32,044.2
0
1
1
0
0
14
0
1003_2802514
16
19
1,533
2,640
0
847
87
3
2,050
bus+train
5,668
4,173
648
26
535
773.4
37,106.3
6,600.6
29,732.2
0
1
1
0
0
14
0
1003_2802514
17
19
2,212
2,850
0
223
190
1
2,050
bus+train
6,064
5,062
779
26
563
933.3
40,281.8
7,304.3
32,044.2
0
1
1
0
0
14
0
1003_2802514
18
19
2,657
2,850
0
223
190
1
2,150
bus+train
6,500
5,507
770
26
554
922
41,858
8,891.9
32,044.2
0
1
1
0
0
14
0
1003_2802528
0
14
1,613
3,240
0
743
60
2
2,050
bus+train
5,688
4,853
92
26
6
107.9
36,677.3
6,152.7
30,416.8
0
1
1
0
0
21
0
1003_2802528
1
14
1,765
3,240
0
743
60
2
2,050
bus+train
6,101
5,005
353
26
267
420.7
37,222.1
6,384.7
30,416.8
0
1
1
0
0
21
0
1003_2802528
2
14
1,797
3,480
0
779
190
1
2,050
bus+train
6,278
5,277
222
26
6
264.8
39,341.1
6,252.4
32,823.9
0
1
1
0
21
21
1
1003_2802528
3
14
2,394
3,000
0
799
79
1
2,050
bus+train
6,525
5,394
332
26
227
395.8
35,743.3
6,948.2
28,399.3
0
1
1
0
0
21
0
1003_2802528
4
14
5,307
0
0
572
51
2
3,200
bus_only
6,340
5,307
461
207
203
551.8
42,259.7
41,707.9
0
0
1
0
0
0
21
0
1003_2802528
5
14
2,656
3,000
0
739
79
1
2,050
bus+train
6,760
5,656
365
26
260
435.5
36,404.2
7,569.4
28,399.3
0
1
1
0
0
21
0
1003_2802528
6
14
2,568
3,000
0
799
79
1
2,050
bus+train
6,753
5,568
386
26
281
460.3
36,068.9
7,209.3
28,399.3
0
1
1
0
0
21
0
1003_2802528
7
14
2,325
3,480
0
468
75
2
2,050
bus+train
6,660
5,805
387
26
286
462.4
40,013.7
6,727.4
32,823.9
0
1
1
0
0
21
0
1003_2802528
8
14
2,147
3,480
0
591
190
1
2,050
bus+train
6,715
5,627
497
26
281
594.1
39,991.9
6,573.9
32,823.9
0
1
1
0
0
21
0
1003_2802528
9
14
1,964
3,480
0
779
190
1
2,050
bus+train
6,706
5,444
483
26
267
577.6
39,885.9
6,484.4
32,823.9
0
1
1
0
0
21
0
1003_2802528
10
14
1,860
3,240
0
743
60
2
2,050
bus+train
6,370
5,100
527
26
441
630
37,590
6,543.3
30,416.8
0
1
1
0
0
21
0
1003_2802528
11
14
2,845
3,000
0
799
79
1
2,050
bus+train
7,286
5,845
642
26
537
767.8
37,435.8
8,268.7
28,399.3
0
1
1
0
0
21
0
1003_2802528
12
14
2,063
3,480
0
779
190
1
2,050
bus+train
6,979
5,543
657
26
441
787
40,253.8
6,643
32,823.9
0
1
1
0
0
21
0
1003_2802528
13
14
3,857
3,480
0
468
75
2
2,150
bus+train
8,271
7,337
466
26
365
557.6
40,949.6
7,568.1
32,823.9
0
1
1
0
0
21
0
1003_2802590
0
17
4,238
510
0
1,407
110
1
3,500
bus+train
6,294
4,748
139
26
3
163.9
38,032.5
33,281.7
4,586.9
0
1
1
0
0
22
0
1003_2802590
1
17
544
3,360
0
538
213
2
2,050
bus+train
4,684
3,904
242
26
3
286.9
36,843.2
2,221.8
34,334.5
0
1
1
0
12
22
0.545455
1003_2802590
2
17
5,995
0
0
881
31
1
3,500
bus_only
7,308
5,995
432
168
233
515.5
59,076.4
58,560.9
0
0
1
0
0
0
22
0
1003_2802590
3
17
3,578
2,460
0
1,241
79
1
2,050
bus+train
7,733
6,038
454
26
349
543
38,406.7
10,148.6
27,715.2
0
1
1
0
5
22
0.227273
1003_2802590
4
17
554
3,360
0
787
213
2
2,050
bus+train
5,173
3,914
472
26
233
563.3
37,131.9
2,234.1
34,334.5
0
1
1
0
0
22
0
1003_2802590
5
17
727
3,360
0
767
213
2
2,050
bus+train
5,361
4,087
507
26
268
604.1
37,399.6
2,461
34,334.5
0
1
1
0
0
22
0
1003_2802590
6
17
425
3,360
0
538
213
2
2,050
bus+train
4,911
3,785
588
26
349
703
36,948.8
1,911.3
34,334.5
0
1
1
0
0
22
0
1003_2802590
7
17
3,140
960
0
1,357
98
1
3,700
bus+train
6,078
4,100
621
346
177
742.5
49,509.3
39,296.8
9,470
0
1
1
0
0
22
0
1003_2802590
8
17
3,332
1,650
0
1,742
58
1
2,150
bus+train
7,198
4,982
474
26
390
565.4
41,055.4
24,169.2
16,320.8
0
1
1
0
0
22
0
1003_2802590
9
17
791
3,360
0
767
213
2
2,050
bus+train
5,575
4,151
657
26
418
784.9
37,736.6
2,617.2
34,334.5
0
1
1
0
0
22
0
1003_2802590
10
17
673
3,360
0
777
213
2
2,050
bus+train
5,499
4,033
689
26
450
824
37,799.6
2,641.1
34,334.5
0
1
1
0
5
22
0.227273
1003_2802590
11
17
3,462
1,650
0
1,742
58
1
2,150
bus+train
7,404
5,112
550
26
466
656.2
41,460.3
24,483.3
16,320.8
0
1
1
0
0
22
0
1003_2802590
12
17
6,125
0
0
881
31
1
3,500
bus_only
7,695
6,125
689
168
490
823.9
59,640.3
58,816.3
0
0
1
0
0
0
22
0
1003_2802590
13
17
3,973
2,460
0
1,301
79
1
2,050
bus+train
8,257
6,433
523
26
418
624.8
39,194.5
10,854.5
27,715.2
0
1
1
0
0
22
0
1003_2802590
14
17
645
3,510
0
728
248
2
2,050
bus+train
5,647
4,155
764
26
490
913.3
38,295.9
1,487.6
35,895
0
1
1
0
0
22
0
1003_2802590
15
17
4,634
510
0
1,900
110
2
3,500
bus+train
7,705
5,144
661
26
525
790.6
39,181.6
33,804.1
4,586.9
0
1
1
0
0
22
0
1003_2802590
16
17
3,294
960
0
1,297
98
1
3,700
bus+train
6,485
4,254
934
346
490
1,119
50,141.2
39,552.2
9,470
0
1
1
0
0
22
0
1003_2802620
0
13
1,102
2,640
0
551
93
2
1,950
bus+train
4,413
3,742
120
26
1
141.6
33,445.2
3,571.4
29,732.2
0
1
1
0
0
17
0
1003_2802620
1
13
914
2,850
0
432
190
1
1,950
bus+train
4,413
3,764
217
26
1
259.3
35,150.4
2,846.9
32,044.2
0
1
1
0
17
17
1