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
1002_3757
17
18
581
2,310
0
984
189
1
1,750
bus+train
4,573
2,891
698
62
447
835.3
24,371.8
1,765.8
21,770.7
0
1
1
0
0
152
0
1002_3758
0
17
0
2,350
0
677
51
1
1,750
train_only
3,147
2,350
120
62
7
141.8
22,461.5
0
22,319.7
0
0
1
0
106
106
1
1002_3758
1
17
1,349
2,310
0
443
22
1
1,850
bus+train
4,358
3,659
256
62
172
305.9
25,417.2
3,340.6
21,770.7
0
1
1
0
0
106
0
1002_3758
2
17
1,601
2,310
0
605
22
1
1,850
bus+train
4,802
3,911
286
62
202
341.4
25,669.7
3,557.6
21,770.7
0
1
1
0
0
106
0
1002_3758
3
17
1,312
2,310
0
857
34
1
1,750
bus+train
4,777
3,622
298
62
202
354.9
24,814.8
2,689.2
21,770.7
0
1
1
0
0
106
0
1002_3758
4
17
2,263
1,920
0
621
19
1
1,750
bus+train
5,102
4,183
298
62
217
354.8
23,654.1
5,259.7
18,039.6
0
1
1
0
0
106
0
1002_3758
5
17
900
2,310
0
800
33
2
1,750
bus+train
4,322
3,210
312
62
217
370.9
24,181.5
2,039.9
21,770.7
0
1
1
0
0
106
0
1002_3758
6
17
1,619
2,310
0
443
22
1
1,850
bus+train
4,764
3,929
392
62
308
468.2
26,004.3
3,765.3
21,770.7
0
1
1
0
0
106
0
1002_3758
7
17
1,097
2,310
0
740
33
2
1,750
bus+train
4,550
3,407
403
62
308
480.9
24,574.8
2,323.3
21,770.7
0
1
1
0
0
106
0
1002_3758
8
17
698
1,920
0
1,847
19
1
2,700
bus+train
4,946
2,618
481
62
400
575
22,790.5
4,175.9
18,039.6
0
1
1
0
0
106
0
1002_3758
9
17
1,225
2,310
0
443
22
1
1,750
bus+train
4,587
3,535
609
62
525
728.4
25,526.3
3,027.2
21,770.7
0
1
1
0
0
106
0
1002_3758
10
17
2,295
1,920
0
539
49
2
1,750
bus+train
5,231
4,215
477
62
366
570.7
24,812.7
6,202.5
18,039.6
0
1
1
0
0
106
0
1002_3758
11
17
2,077
1,920
0
606
19
1
1,750
bus+train
5,180
3,997
577
62
496
691.3
23,870.2
5,139.4
18,039.6
0
1
1
0
0
106
0
1002_3758
12
17
934
2,310
0
987
22
1
1,750
bus+train
4,852
3,244
621
62
537
743
24,409.9
1,896.2
21,770.7
0
1
1
0
0
106
0
1002_3758
13
17
1,535
2,310
0
848
33
1
1,750
bus+train
5,279
3,845
586
62
491
700.2
25,406.9
2,936
21,770.7
0
1
1
0
0
106
0
1002_3758
14
17
647
2,310
0
949
22
2
1,750
bus+train
4,527
2,957
621
62
537
743
24,462.9
1,949.2
21,770.7
0
1
1
0
0
106
0
1002_3758
15
17
811
2,310
0
427
183
1
1,750
bus+train
4,318
3,121
770
62
525
921.5
24,661.8
1,969.6
21,770.7
0
1
1
0
0
106
0
1002_3758
16
17
646
2,310
0
570
183
1
1,750
bus+train
4,314
2,956
788
62
543
943.5
24,417.1
1,702.9
21,770.7
0
1
1
0
0
106
0
1002_3759
0
9
0
2,460
0
413
51
1
1,750
train_only
3,053
2,460
180
62
67
214.4
23,501.9
0
23,287.5
0
0
1
0
40
40
1
1002_3759
1
9
1,461
2,310
0
363
22
1
1,750
bus+train
4,388
3,771
254
62
170
303.1
25,165.6
3,091.8
21,770.7
0
1
1
0
0
40
0
1002_3759
2
9
1,376
2,310
0
363
22
1
1,750
bus+train
4,418
3,686
369
62
285
440.5
25,074.7
2,863.5
21,770.7
0
1
1
0
0
40
0
1002_3759
3
9
1,073
2,430
0
412
158
1
1,850
bus+train
4,493
3,503
578
62
358
691.3
26,147.8
2,571.8
22,884.8
0
1
1
0
0
40
0
1002_3759
4
9
801
2,430
0
1,017
159
1
1,750
bus+train
4,804
3,231
556
62
335
664.2
25,573.7
2,024.7
22,884.8
0
1
1
0
0
40
0
1002_3759
5
9
730
2,430
0
876
159
1
1,750
bus+train
4,664
3,160
628
62
407
751.1
25,312.6
1,676.7
22,884.8
0
1
1
0
0
40
0
1002_3759
6
9
946
2,430
0
412
158
1
1,850
bus+train
4,473
3,376
685
62
465
820.1
26,035.7
2,330.8
22,884.8
0
1
1
0
0
40
0
1002_3759
7
9
1,011
2,430
0
415
158
2
1,850
bus+train
4,539
3,441
683
62
463
817.2
26,192.3
2,490.3
22,884.8
0
1
1
0
0
40
0
1002_3759
8
9
602
2,430
0
936
159
1
1,750
bus+train
4,702
3,032
734
62
513
877.1
25,259.5
1,497.7
22,884.8
0
1
1
0
0
40
0
1002_3760
0
7
562
2,000
0
292
84
1
1,850
bus+train
2,996
2,562
142
51
7
169.1
26,041.9
6,910.3
18,962.4
0
1
1
0
0
62
0
1002_3760
1
7
1,080
2,580
0
646
203
1
1,850
bus+train
5,054
3,660
748
62
483
894.5
27,488.6
2,237.6
24,356.5
0
1
1
0
0
62
0
1002_3760
2
7
1,502
2,310
0
719
122
2
1,850
bus+train
5,178
3,812
647
62
463
775
29,280.2
6,734.5
21,770.7
0
1
1
0
0
62
0
1002_3760
3
7
1,105
2,310
0
1,072
122
2
1,850
bus+train
5,144
3,415
657
62
473
786.2
28,240.5
5,683.7
21,770.7
0
1
1
0
0
62
0
1002_3760
4
7
594
2,580
0
664
262
1
1,850
bus+train
4,656
3,174
818
62
494
979.7
26,992.9
1,656.8
24,356.5
0
1
1
0
0
62
0
1002_3760
5
7
962
2,430
0
1,178
159
1
1,850
bus+train
5,350
3,392
780
62
559
933.3
26,961.1
3,143
22,884.8
0
1
1
0
62
62
1
1002_3760
6
7
1,333
2,310
0
951
122
2
1,850
bus+train
5,337
3,643
743
62
559
890
28,186
5,525.4
21,770.7
0
1
1
0
0
62
0
1002_3761
0
17
720
2,140
0
415
84
1
1,850
bus+train
3,416
2,860
141
51
6
167.7
26,945
6,910.3
19,867
0
1
1
0
0
20
0
1002_3761
1
17
0
2,310
0
916
122
2
1,850
train_only
3,532
2,310
306
62
122
364.7
26,502.2
0
26,137.5
0
0
1
0
20
20
1
1002_3761
2
17
1,123
2,730
0
696
89
1
1,850
bus+train
4,978
3,853
429
62
278
512.6
29,808.9
3,323.1
25,973.2
0
1
1
0
0
20
0
1002_3761
3
17
1,345
2,730
0
756
89
1
1,850
bus+train
5,408
4,075
577
62
426
690.4
30,613.2
3,949.6
25,973.2
0
1
1
0
0
20
0
1002_3761
4
17
811
2,580
0
829
203
1
1,850
bus+train
4,911
3,391
691
62
426
826.6
27,424.4
2,241.3
24,356.5
0
1
1
0
0
20
0
1002_3761
5
17
500
2,580
0
937
203
2
1,850
bus+train
4,708
3,080
691
62
426
826.6
27,473.8
2,290.8
24,356.5
0
1
1
0
0
20
0
1002_3761
6
17
1,237
2,430
0
849
159
1
1,850
bus+train
5,235
3,667
719
62
498
859.8
26,887.5
3,143
22,884.8
0
1
1
0
0
20
0
1002_3761
7
17
3,026
1,920
0
679
49
1
1,850
bus+train
6,255
4,946
630
62
519
754.3
26,753.5
7,959.7
18,039.6
0
1
1
0
0
20
0
1002_3761
8
17
1,173
2,730
0
997
89
1
1,850
bus+train
5,572
3,903
672
62
521
803.8
29,949.5
3,172.5
25,973.2
0
1
1
0
0
20
0
1002_3761
9
17
622
2,580
0
937
197
1
1,850
bus+train
4,917
3,202
778
62
519
931.3
26,741.5
1,453.7
24,356.5
0
1
1
0
0
20
0
1002_3761
10
17
1,378
2,730
0
1,203
51
1
1,850
bus+train
5,947
4,108
636
62
523
761.2
30,329.8
3,595.4
25,973.2
0
1
1
0
0
20
0
1002_3761
11
17
375
2,580
0
873
203
2
1,850
bus+train
4,614
2,955
786
62
521
940
26,810.2
1,513.7
24,356.5
0
1
1
0
0
20
0
1002_3761
12
17
874
2,580
0
848
249
1
1,850
bus+train
5,111
3,454
809
62
498
968.4
27,253
1,928.1
24,356.5
0
1
1
0
0
20
0
1002_3761
13
17
747
2,580
0
788
249
1
1,850
bus+train
4,949
3,327
834
62
523
999
26,985.6
1,630.1
24,356.5
0
1
1
0
0
20
0
1002_3761
14
17
496
2,580
0
713
309
1
1,850
bus+train
4,681
3,076
892
62
521
1,067.3
26,688.2
1,264.5
24,356.5
0
1
1
0
0
20
0
1002_3761
15
17
790
2,580
0
770
309
1
1,850
bus+train
5,014
3,370
874
62
503
1,046.1
27,211.1
1,808.5
24,356.5
0
1
1
0
0
20
0
1002_3761
16
17
646
2,580
0
770
309
1
1,850
bus+train
4,890
3,226
894
62
523
1,070.5
26,937.5
1,510.5
24,356.5
0
1
1
0
0
20
0
1002_3762
0
10
0
3,100
0
504
116
1
1,850
train_only
3,783
3,100
179
62
1
213
29,635.8
0
29,422.9
0
0
1
0
41
41
1
1002_3762
1
10
828
2,730
0
747
89
1
1,850
bus+train
4,875
3,558
570
62
419
681.4
29,212.8
2,558.2
25,973.2
0
1
1
0
0
41
0
1002_3762
2
10
1,244
2,310
0
1,242
122
1
1,850
bus+train
5,166
3,554
370
62
186
442
29,216.4
7,003.7
21,770.7
0
1
1
0
0
41
0
1002_3762
3
10
1,272
2,310
0
1,242
122
1
1,850
bus+train
5,344
3,582
520
62
336
622.1
29,530.3
7,137.5
21,770.7
0
1
1
0
0
41
0
1002_3762
4
10
1,232
2,580
0
805
203
1
1,850
bus+train
5,172
3,812
555
62
290
663.4
28,570.8
3,551
24,356.5
0
1
1
0
0
41
0
1002_3762
5
10
1,321
2,580
0
656
203
1
1,850
bus+train
5,158
3,901
601
62
336
718.4
28,744.7
3,669.9
24,356.5
0
1
1
0
0
41
0
1002_3762
6
10
1,157
2,310
0
1,302
122
1
1,850
bus+train
5,383
3,467
614
62
430
734.9
28,950
6,444.4
21,770.7
0
1
1
0
0
41
0
1002_3762
7
10
1,118
2,580
0
716
203
1
1,850
bus+train
5,109
3,698
695
62
430
831.2
28,164.4
2,976.8
24,356.5
0
1
1
0
0
41
0
1002_3762
8
10
1,195
2,730
0
807
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1
1,850
bus+train
5,392
3,925
660
62
509
789.1
30,147.6
3,385.3
25,973.2
0
1
1
0
0
41
0
1002_3762
9
10
909
2,580
0
730
286
2
1,850
bus+train
5,014
3,489
795
62
447
951.7
28,108.7
2,800.6
24,356.5
0
1
1
0
0
41
0
1002_3763
0
12
720
2,520
0
911
84
1
1,950
bus+train
4,287
3,240
136
51
1
161.6
30,929.1
6,910.3
23,857.2
0
1
1
0
0
25
0
1002_3763
1
12
0
3,139
0
579
43
2
1,950
train_only
3,835
3,139
117
62
12
139.1
34,200.9
0
34,061.8
0
0
1
0
0
25
0
1002_3763
2
12
0
3,320
0
368
116
1
1,950
train_only
3,867
3,320
179
62
1
213
32,075.1
0
31,862.1
0
0
1
0
25
25
1
1002_3763
3
12
2,319
2,730
0
805
58
2
1,950
bus+train
6,409
5,049
555
62
435
663.9
33,242.4
6,605.4
25,973.2
0
1
1
0
0
25
0
1002_3763
4
12
837
2,580
0
616
203
1
1,850
bus+train
4,604
3,417
571
62
306
682.1
30,586.4
5,547.8
24,356.5
0
1
1
0
0
25
0
1002_3763
5
12
938
2,580
0
556
203
1
1,950
bus+train
4,709
3,518
635
62
370
759.8
31,268.5
6,152.2
24,356.5
0
1
1
0
0
25
0
1002_3763
6
12
1,573
2,880
0
791
147
1
1,950
bus+train
5,860
4,453
616
62
407
736.9
32,921.7
4,783.5
27,401.3
0
1
1
0
0
25
0
1002_3763
7
12
972
2,580
0
624
203
2
1,950
bus+train
4,869
3,552
693
62
428
829
31,386
6,200.6
24,356.5
0
1
1
0
0
25
0
1002_3763
8
12
1,908
2,880
0
900
147
1
1,950
bus+train
6,332
4,788
644
62
435
770.7
34,093.5
5,921.5
27,401.3
0
1
1
0
0
25
0
1002_3763
9
12
1,796
2,880
0
791
147
1
1,950
bus+train
6,161
4,676
694
62
485
830
33,695.2
5,463.9
27,401.3
0
1
1
0
0
25
0
1002_3763
10
12
5,780
150
0
392
126
1
1,950
bus+train
7,065
5,930
743
62
555
889.1
31,972.4
29,428.7
1,654.6
0
1
1
0
0
25
0
1002_3763
11
12
4,741
0
0
876
10
2
3,000
bus_only
6,380
4,741
763
198
555
913.5
32,732
31,818.5
0
0
1
0
0
0
25
0
1002_4100985
0
13
796
1,920
0
722
41
2
2,700
bus+train
3,541
2,716
103
62
0
121.3
21,392.7
3,231.8
18,039.6
0
1
1
0
0
27
0
1002_4100985
1
13
1,397
1,770
0
592
99
1
1,650
bus+train
3,920
3,167
161
62
0
191.7
19,590.8
2,803.8
16,595.3
0
1
1
0
21
27
0.777778
1002_4100985
2
13
1,179
1,920
0
851
41
1
1,750
bus+train
4,053
3,099
103
62
0
121.3
21,420.1
3,259.2
18,039.6
0
1
1
0
0
27
0
1002_4100985
3
13
1,838
1,650
0
851
31
1
1,650
bus+train
4,580
3,488
241
62
148
286.4
19,730.9
4,199.3
15,245.1
0
1
1
0
1
27
0.037037
1002_4100985
4
13
1,288
1,770
0
1,105
97
1
1,650
bus+train
4,470
3,058
307
62
148
365.4
19,577.2
2,616.5
16,595.3
0
1
1
0
0
27
0
1002_4100985
5
13
928
1,920
0
722
41
2
2,700
bus+train
3,954
2,848
384
62
281
457.9
21,978.5
3,481
18,039.6
0
1
1
0
0
27
0
1002_4100985
6
13
1,311
1,920
0
851
41
1
1,750
bus+train
4,466
3,231
384
62
281
457.9
22,005.9
3,508.5
18,039.6
0
1
1
0
0
27
0
1002_4100985
7
13
1,496
1,770
0
674
97
1
1,650
bus+train
4,380
3,266
440
62
281
525.3
20,180.3
3,059.6
16,595.3
0
1
1
0
0
27
0
1002_4100985
8
13
1,481
1,770
0
592
99
1
1,650
bus+train
4,324
3,251
481
62
320
574.6
20,257.3
3,087.4
16,595.3
0
1
1
0
0
27
0
1002_4100985
9
13
1,212
1,770
0
674
97
1
1,650
bus+train
4,166
2,982
510
62
351
609
19,703.4
2,499.1
16,595.3
0
1
1
0
5
27
0.185185
1002_4100985
10
13
1,032
1,920
0
722
41
2
2,700
bus+train
4,276
2,952
602
62
499
719.2
22,508.8
3,750
18,039.6
0
1
1
0
0
27
0
1002_4100985
11
13
1,401
1,920
0
851
41
1
1,750
bus+train
4,774
3,321
602
62
499
719.2
22,536.2
3,777.4
18,039.6
0
1
1
0
0
27
0
1002_4100985
12
13
1,551
1,770
0
674
97
1
1,650
bus+train
4,653
3,321
658
62
499
786.6
20,710.6
3,328.6
16,595.3
0
1
1
0
0
27
0
1002_4100995
0
20
906
1,770
0
503
99
1
1,650
bus+train
3,341
2,676
162
62
1
192.3
18,415.9
1,628.2
16,595.3
0
1
1
0
15
20
0.75
1002_4100995
1
20
744
1,770
0
503
99
1
1,650
bus+train
3,446
2,514
429
62
268
513.1
18,498.2
1,389.8
16,595.3
0
1
1
0
0
20
0
1002_4100995
2
20
990
1,770
0
503
99
1
1,650
bus+train
3,577
2,760
314
62
153
375
18,734.1
1,763.7
16,595.3
0
1
1
0
0
20
0
1002_4100995
3
20
1,146
1,650
0
496
31
1
1,650
bus+train
3,737
2,796
445
62
352
532
18,284.7
2,507.5
15,245.1
0
1
1
0
5
20
0.25
1002_4100995
4
20
616
1,770
0
587
97
1
1,650
bus+train
3,484
2,386
511
62
352
611
18,431.6
1,225.2
16,595.3
0
1
1
0
0
20
0
1002_4100995
5
20
1,497
1,650
0
777
31
1
1,650
bus+train
4,438
3,147
514
62
421
613.7
18,958.6
3,099.7
15,245.1
0
1
1
0
0
20
0
1002_4100995
6
20
1,301
1,650
0
496
31
1
1,650
bus+train
4,042
2,951
595
62
502
711.2
18,739.8
2,783.5
15,245.1
0
1
1
0
0
20
0
1002_4100995
7
20
849
1,770
0
587
97
1
1,650
bus+train
3,823
2,619
617
62
458
737.6
18,989.8
1,656.9
16,595.3
0
1
1
0
0
20
0
1002_4100995
8
20
636
1,770
0
563
99
1
1,650
bus+train
3,631
2,406
662
62
501
791.3
18,569.1
1,182.4
16,595.3
0
1
1
0
0
20
0
1002_4100995
9
20
821
1,770
0
663
140
1
1,650
bus+train
3,886
2,591
632
62
430
757.2
18,922.3
1,569.8
16,595.3
0
1
1
0
0
20
0
1002_4100995
10
20
767
1,770
0
587
97
1
1,650
bus+train
3,785
2,537
661
62
502
790.2
18,886.7
1,501.2
16,595.3
0
1
1
0
0
20
0
1002_4100995
11
20
1,168
1,770
0
503
99
1
1,650
bus+train
4,089
2,938
648
62
487
776
19,432
2,060.7
16,595.3
0
1
1
0
0
20
0
1002_4100995
12
20
1,644
1,650
0
777
31
1
1,650
bus+train
4,654
3,294
583
62
490
696.5
19,349.2
3,407.5
15,245.1
0
1
1
0
0
20
0
1002_4100995
13
20
964
1,770
0
723
140
1
1,650
bus+train
4,149
2,734
692
62
490
828
19,301
1,877.7
16,595.3
0
1
1
0
0
20
0