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_4100983
0
16
627
1,620
0
688
125
1
1,650
bus+train
3,087
2,247
152
26
1
179.9
18,896.4
1,143.6
17,572.9
0
1
1
0
9
18
0.5
1003_4100983
1
16
482
1,620
0
585
195
1
1,650
bus+train
2,909
2,102
222
26
1
263.7
18,870.8
1,034.2
17,572.9
0
1
1
0
9
18
0.5
1003_4100983
2
16
538
1,620
0
748
125
1
1,650
bus+train
3,224
2,158
318
26
167
379
18,944.3
992.5
17,572.9
0
1
1
0
0
18
0
1003_4100983
3
16
707
1,620
0
688
125
1
1,650
bus+train
3,338
2,327
323
26
172
385
19,253.6
1,295.7
17,572.9
0
1
1
0
0
18
0
1003_4100983
4
16
357
1,620
0
624
195
1
1,650
bus+train
2,989
1,977
388
26
167
462.8
18,918.7
883.1
17,572.9
0
1
1
0
0
18
0
1003_4100983
5
16
569
1,620
0
585
195
1
1,650
bus+train
3,167
2,189
393
26
172
468.7
19,227.9
1,186.3
17,572.9
0
1
1
0
0
18
0
1003_4100983
6
16
754
1,620
0
585
195
1
1,650
bus+train
3,371
2,374
412
26
191
492.5
19,486.5
1,421.1
17,572.9
0
1
1
0
0
18
0
1003_4100983
7
16
787
1,620
0
688
125
1
1,650
bus+train
3,519
2,407
424
26
273
507
19,469.8
1,390
17,572.9
0
1
1
0
0
18
0
1003_4100983
8
16
447
1,620
0
748
125
1
1,650
bus+train
3,303
2,067
488
26
337
582.6
18,921.9
766.4
17,572.9
0
1
1
0
0
18
0
1003_4100983
9
16
812
1,620
0
585
195
1
1,650
bus+train
3,481
2,432
464
26
243
554.5
19,637.7
1,510.3
17,572.9
0
1
1
0
0
18
0
1003_4100983
10
16
656
1,620
0
585
195
1
1,650
bus+train
3,355
2,276
494
26
273
590.7
19,444.2
1,280.6
17,572.9
0
1
1
0
0
18
0
1003_4100983
11
16
453
1,620
0
564
195
1
1,650
bus+train
3,171
2,073
534
26
313
637.8
19,376.5
1,165.8
17,572.9
0
1
1
0
0
18
0
1003_4100983
12
16
269
1,620
0
624
195
1
1,650
bus+train
3,071
1,889
558
26
337
666.4
18,896.3
657
17,572.9
0
1
1
0
0
18
0
1003_4100983
13
16
316
1,620
0
679
117
1
1,650
bus+train
3,228
1,936
613
26
470
732.7
18,865.6
560
17,572.9
0
1
1
0
0
18
0
1003_4100983
14
16
346
1,620
0
688
125
1
1,650
bus+train
3,354
1,966
700
26
549
838.3
18,983.6
572.4
17,572.9
0
1
1
0
0
18
0
1003_4100983
15
16
178
1,620
0
564
195
1
1,650
bus+train
3,132
1,798
770
26
549
922.1
18,958
463
17,572.9
0
1
1
0
0
18
0
1003_4100985
0
10
1,397
1,440
0
548
99
1
1,650
bus+train
3,510
2,837
125
26
0
148.7
17,977.3
2,803.8
15,024.9
0
1
1
0
12
51
0.235294
1003_4100985
1
10
1,174
1,440
0
582
148
2
1,650
bus+train
3,370
2,614
174
26
0
206.3
17,930.5
2,699.3
15,024.9
0
1
1
0
2
51
0.039216
1003_4100985
2
10
1,307
1,440
0
446
97
1
1,650
bus+train
3,426
2,747
233
26
110
276.6
17,918
2,616.5
15,024.9
0
1
1
0
0
51
0
1003_4100985
3
10
1,401
1,440
0
487
99
2
1,650
bus+train
3,453
2,841
125
26
0
148.7
18,344
3,170.5
15,024.9
0
1
1
0
0
51
0
1003_4100985
4
10
1,135
1,440
0
446
97
1
1,650
bus+train
3,404
2,575
383
26
260
457
17,901.9
2,420
15,024.9
0
1
1
0
0
51
0
1003_4100985
5
10
1,490
1,440
0
583
99
1
1,650
bus+train
3,919
2,930
406
26
281
485.2
18,563.2
3,053.1
15,024.9
0
1
1
0
7
51
0.137255
1003_4100985
6
10
1,481
1,440
0
548
99
1
1,650
bus+train
3,914
2,921
445
26
320
531.6
18,643.9
3,087.4
15,024.9
0
1
1
0
0
51
0
1003_4100985
7
10
1,497
1,440
0
487
99
2
1,650
bus+train
3,830
2,937
406
26
281
485.2
18,929.9
3,419.8
15,024.9
0
1
1
0
0
51
0
1003_4100985
8
10
1,719
1,440
0
488
99
1
1,650
bus+train
4,271
3,159
624
26
499
746.5
19,093.5
3,322.1
15,024.9
0
1
1
0
30
51
0.588235
1003_4100985
9
10
1,565
1,440
0
487
99
2
1,650
bus+train
4,116
3,005
624
26
499
746.5
19,460.2
3,688.8
15,024.9
0
1
1
0
0
51
0
1003_4100989
0
14
1,352
1,500
0
983
31
1
1,650
bus+train
3,893
2,852
58
26
1
67.3
17,466.4
3,532.4
13,866.7
0
1
1
0
0
41
0
1003_4100989
1
14
942
1,620
0
818
99
1
1,650
bus+train
3,506
2,562
126
26
1
149.3
17,633.9
2,267.7
15,216.9
0
1
1
0
41
41
1
1003_4100989
2
14
1,199
1,770
0
791
41
1
1,650
bus+train
3,828
2,969
68
26
1
79
19,336.3
2,596.2
16,661.1
0
1
1
0
0
41
0
1003_4100989
3
14
1,284
1,500
0
983
31
1
1,650
bus+train
4,057
2,784
290
26
233
345.6
17,537.6
3,325.3
13,866.7
0
1
1
0
0
41
0
1003_4100989
4
14
1,101
1,770
0
791
41
1
1,650
bus+train
3,962
2,871
300
26
233
357.3
19,407.5
2,389.1
16,661.1
0
1
1
0
0
41
0
1003_4100989
5
14
885
1,620
0
818
99
1
1,650
bus+train
3,681
2,505
358
26
233
427.6
17,705.2
2,060.7
15,216.9
0
1
1
0
0
41
0
1003_4100989
6
14
995
1,620
0
1,135
97
1
1,650
bus+train
4,213
2,615
463
26
340
553
17,811.7
2,041.9
15,216.9
0
1
1
0
0
41
0
1003_4100989
7
14
1,104
1,620
0
1,135
97
1
1,650
bus+train
4,354
2,724
495
26
372
591.3
18,053
2,244.7
15,216.9
0
1
1
0
0
41
0
1003_4100989
8
14
1,202
1,620
0
1,135
97
1
1,650
bus+train
4,467
2,822
510
26
387
609.7
18,325.6
2,499.1
15,216.9
0
1
1
0
0
41
0
1003_4100989
9
14
1,141
1,500
0
1,043
31
1
1,650
bus+train
4,264
2,641
580
26
523
693.7
17,588.7
3,028.3
13,866.7
0
1
1
0
0
41
0
1003_4100989
10
14
987
1,770
0
851
41
1
1,650
bus+train
4,198
2,757
590
26
523
705.3
19,458.6
2,092.1
16,661.1
0
1
1
0
0
41
0
1003_4100989
11
14
1,842
1,500
0
983
31
1
1,650
bus+train
4,845
3,342
520
26
463
622
18,688
4,199.3
13,866.7
0
1
1
0
0
41
0
1003_4100989
12
14
762
1,620
0
878
99
1
1,650
bus+train
3,908
2,382
648
26
523
775.7
17,756.2
1,763.7
15,216.9
0
1
1
0
0
41
0
1003_4100989
13
14
1,284
1,620
0
1,352
97
1
1,650
bus+train
4,842
2,904
586
26
463
701.1
18,534.4
2,616.5
15,216.9
0
1
1
0
0
41
0
1003_4100992
0
13
1,213
1,500
0
236
31
1
1,650
bus+train
3,007
2,713
58
26
1
67.2
17,259.2
3,325.3
13,866.7
0
1
1
0
3
59
0.050847
1003_4100992
1
13
1,003
1,620
0
253
99
1
1,650
bus+train
3,002
2,623
126
26
1
149.2
17,426.7
2,060.7
15,216.9
0
1
1
0
56
59
0.949153
1003_4100992
2
13
1,268
1,500
0
236
31
1
1,650
bus+train
3,294
2,768
290
26
233
345.7
17,744.8
3,532.4
13,866.7
0
1
1
0
0
59
0
1003_4100992
3
13
1,974
1,500
0
236
31
1
1,650
bus+train
3,956
3,474
246
26
189
293.5
19,133.5
4,973.3
13,866.7
0
1
1
0
0
59
0
1003_4100992
4
13
1,085
1,500
0
296
31
1
1,650
bus+train
3,237
2,585
356
26
299
425.5
17,320.5
3,028.3
13,866.7
0
1
1
0
0
59
0
1003_4100992
5
13
859
1,620
0
313
99
1
1,650
bus+train
3,216
2,479
424
26
299
507.5
17,488
1,763.7
15,216.9
0
1
1
0
0
59
0
1003_4100992
6
13
882
1,620
0
311
97
1
1,650
bus+train
3,244
2,502
431
26
308
514.8
17,773.5
2,041.9
15,216.9
0
1
1
0
0
59
0
1003_4100992
7
13
1,018
1,500
0
236
31
1
1,650
bus+train
3,298
2,518
544
26
487
651
17,410.5
2,892.9
13,866.7
0
1
1
0
0
59
0
1003_4100992
8
13
785
1,620
0
253
99
1
1,650
bus+train
3,270
2,405
612
26
487
732.9
17,578.1
1,628.2
15,216.9
0
1
1
0
0
59
0
1003_4100992
9
13
956
1,620
0
311
97
1
1,650
bus+train
3,478
2,576
591
26
468
706.6
18,168.2
2,244.7
15,216.9
0
1
1
0
0
59
0
1003_4100992
10
13
774
1,620
0
311
97
1
1,650
bus+train
3,378
2,394
673
26
550
804.8
17,757.6
1,735.9
15,216.9
0
1
1
0
0
59
0
1003_4100992
11
13
1,792
1,500
0
563
31
2
1,650
bus+train
4,402
3,292
547
26
490
653.8
18,345.4
3,824.9
13,866.7
0
1
1
0
0
59
0
1003_4100992
12
13
1,183
1,620
0
659
140
2
1,650
bus+train
4,118
2,803
656
26
490
785.3
18,297.2
2,295
15,216.9
0
1
1
0
0
59
0
1003_4100994
0
13
884
1,260
0
427
99
1
1,650
bus+train
2,696
2,144
125
26
0
148.7
16,804.5
1,763.7
14,892.1
0
1
1
0
34
35
0.971429
1003_4100994
1
13
818
1,260
0
427
99
1
1,650
bus+train
2,783
2,078
278
26
153
331.5
16,851.9
1,628.2
14,892.1
0
1
1
0
0
35
0
1003_4100994
2
13
1,045
1,260
0
427
99
1
1,650
bus+train
3,192
2,305
460
26
335
549.6
17,502.4
2,060.7
14,892.1
0
1
1
0
0
35
0
1003_4100994
3
13
1,057
1,500
0
467
31
1
1,650
bus+train
3,546
2,557
522
26
465
624.6
16,998.8
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13,866.7
0
1
1
0
1
35
0.028571
1003_4100994
4
13
767
1,260
0
427
99
1
1,650
bus+train
2,998
2,027
544
26
419
651.4
16,933.3
1,389.8
14,892.1
0
1
1
0
0
35
0
1003_4100994
5
13
567
1,260
0
630
97
1
1,650
bus+train
3,045
1,827
588
26
465
703.6
16,920.6
1,324.9
14,892.1
0
1
1
0
0
35
0
1003_4100994
6
13
848
1,260
0
640
97
1
1,650
bus+train
3,306
2,108
558
26
435
666.8
17,294.9
1,735.9
14,892.1
0
1
1
0
0
35
0
1003_4100994
7
13
958
1,260
0
640
97
1
1,650
bus+train
3,424
2,218
566
26
443
676.4
17,610.4
2,041.9
14,892.1
0
1
1
0
0
35
0
1003_4100994
8
13
1,196
1,500
0
467
31
1
1,650
bus+train
3,750
2,696
587
26
530
701.8
17,352
2,783.5
13,866.7
0
1
1
0
0
35
0
1003_4100994
9
13
739
1,260
0
630
97
1
1,650
bus+train
3,282
1,999
653
26
530
780.8
17,273.8
1,600.9
14,892.1
0
1
1
0
0
35
0
1003_4100994
10
13
1,110
1,260
0
427
99
1
1,650
bus+train
3,484
2,370
687
26
562
822.3
17,982.1
2,267.7
14,892.1
0
1
1
0
0
35
0
1003_4100994
11
13
1,486
1,440
0
398
125
1
1,750
bus+train
4,004
2,926
680
26
529
813.9
21,735.2
3,481.1
17,440.1
0
1
1
0
0
35
0
1003_4100994
12
13
1,422
1,260
0
1,044
140
2
1,650
bus+train
4,304
2,682
578
26
412
692.2
17,879.3
2,295
14,892.1
0
1
1
0
0
35
0
1003_4100995
0
22
1,092
1,500
0
775
31
1
1,650
bus+train
3,425
2,592
58
26
1
67.3
16,826.9
2,892.9
13,866.7
0
1
1
0
2
45
0.044444
1003_4100995
1
22
729
1,620
0
685
99
1
1,650
bus+train
3,160
2,349
126
26
1
149.3
16,994.4
1,628.2
15,216.9
0
1
1
0
43
45
0.955556
1003_4100995
2
22
1,142
1,500
0
775
31
1
1,650
bus+train
3,627
2,642
210
26
153
250.1
17,145.1
3,028.3
13,866.7
0
1
1
0
0
45
0
1003_4100995
3
22
792
1,620
0
685
99
1
1,650
bus+train
3,375
2,412
278
26
153
332
17,312.6
1,763.7
15,216.9
0
1
1
0
0
45
0
1003_4100995
4
22
945
1,500
0
775
31
1
1,650
bus+train
3,545
2,445
325
26
268
388.1
16,909.2
2,654.4
13,866.7
0
1
1
0
0
45
0
1003_4100995
5
22
613
1,620
0
685
99
1
1,650
bus+train
3,311
2,233
393
26
268
470
17,076.7
1,389.8
15,216.9
0
1
1
0
0
45
0
1003_4100995
6
22
548
1,620
0
743
97
1
1,650
bus+train
3,386
2,168
475
26
352
568
17,089.1
1,304.2
15,216.9
0
1
1
0
0
45
0
1003_4100995
7
22
1,232
1,500
0
1,107
31
1
1,650
bus+train
4,317
2,732
478
26
421
570.7
17,537.1
3,099.7
13,866.7
0
1
1
0
0
45
0
1003_4100995
8
22
737
1,620
0
743
97
1
1,650
bus+train
3,681
2,357
581
26
458
694.6
17,647.4
1,735.9
15,216.9
0
1
1
0
0
45
0
1003_4100995
9
22
1,299
1,500
0
775
31
1
1,650
bus+train
4,118
2,799
544
26
487
651
17,843
3,325.3
13,866.7
0
1
1
0
0
45
0
1003_4100995
10
22
513
1,620
0
745
99
1
1,650
bus+train
3,504
2,133
626
26
501
748.3
17,147.6
1,182.4
15,216.9
0
1
1
0
0
45
0
1003_4100995
11
22
639
1,620
0
853
140
1
1,650
bus+train
3,708
2,259
596
26
430
714.1
17,500.9
1,569.8
15,216.9
0
1
1
0
0
45
0
1003_4100995
12
22
673
1,620
0
743
97
1
1,650
bus+train
3,661
2,293
625
26
502
747.2
17,544.3
1,580.2
15,216.9
0
1
1
0
0
45
0
1003_4100995
13
22
959
1,620
0
685
99
1
1,650
bus+train
3,876
2,579
612
26
487
732.9
18,010.5
2,060.7
15,216.9
0
1
1
0
0
45
0
1003_4100995
14
22
1,357
1,500
0
1,107
31
1
1,650
bus+train
4,511
2,857
547
26
490
653.5
17,927.7
3,407.5
13,866.7
0
1
1
0
0
45
0
1003_4100995
15
22
764
1,620
0
913
140
1
1,650
bus+train
3,953
2,384
656
26
490
785
17,879.5
1,877.7
15,216.9
0
1
1
0
0
45
0
1003_4100995
16
22
883
1,620
0
725
99
2
1,650
bus+train
3,840
2,503
612
26
487
732.9
18,010.5
2,060.7
15,216.9
0
1
1
0
0
45
0
1003_4100995
17
22
835
1,620
0
743
97
1
1,650
bus+train
3,882
2,455
684
26
561
818.7
18,077.5
2,041.9
15,216.9
0
1
1
0
0
45
0
1003_4100995
18
22
1,897
1,500
0
1,168
31
2
1,650
bus+train
5,086
3,397
521
26
464
622.1
18,313.7
3,824.9
13,866.7
0
1
1
0
0
45
0
1003_4100995
19
22
1,304
1,620
0
1,013
140
2
1,650
bus+train
4,567
2,924
630
26
464
753.6
18,265.5
2,295
15,216.9
0
1
1
0
0
45
0
1003_4100995
20
22
1,862
1,500
0
1,108
31
2
1,650
bus+train
5,042
3,362
572
26
515
684.5
18,205.8
3,654.6
13,866.7
0
1
1
0
0
45
0
1003_4100995
21
22
1,269
1,620
0
953
140
2
1,650
bus+train
4,523
2,889
681
26
515
816
18,157.6
2,124.7
15,216.9
0
1
1
0
0
45
0
1003_4100998
0
14
619
1,230
0
770
99
1
1,650
bus+train
2,745
1,849
126
26
1
149.2
16,431.1
1,389.8
14,892.1
0
1
1
0
50
51
0.980392
1003_4100998
1
14
513
1,230
0
770
99
1
1,650
bus+train
2,871
1,743
358
26
233
428.1
16,502.6
1,182.4
14,892.1
0
1
1
0
0
51
0
1003_4100998
2
14
783
1,230
0
866
140
1
1,650
bus+train
3,220
2,013
341
26
175
407
16,869
1,569.8
14,892.1
0
1
1
0
0
51
0
1003_4100998
3
14
1,067
1,500
0
738
31
1
1,650
bus+train
3,631
2,567
326
26
269
389.1
17,148.7
2,892.9
13,866.7
0
1
1
0
1
51
0.019608
1003_4100998
4
14
781
1,230
0
770
99
1
1,650
bus+train
3,175
2,011
394
26
269
471.1
16,991.5
1,628.2
14,892.1
0
1
1
0
0
51
0
1003_4100998
5
14
567
1,230
0
863
97
1
1,650
bus+train
3,105
1,797
445
26
322
531.5
16,748.5
1,324.9
14,892.1
0
1
1
0
0
51
0
1003_4100998
6
14
1,150
1,500
0
738
31
1
1,650
bus+train
3,865
2,650
477
26
420
569.9
17,465
3,028.3
13,866.7
0
1
1
0
0
51
0
1003_4100998
7
14
858
1,230
0
770
99
1
1,650
bus+train
3,403
2,088
545
26
420
651.9
17,307.7
1,763.7
14,892.1
0
1
1
0
0
51
0
1003_4100998
8
14
388
1,230
0
770
99
1
1,650
bus+train
2,996
1,618
608
26
483
727.3
16,580.2
960.8
14,892.1
0
1
1
0
0
51
0
1003_4100998
9
14
930
1,230
0
866
140
1
1,650
bus+train
3,592
2,160
566
26
400
676.4
17,446.2
1,877.7
14,892.1
0
1
1
0
0
51
0
1003_4100998
10
14
475
1,230
0
1,023
97
1
1,650
bus+train
3,379
1,705
651
26
528
778.6
16,609.3
938.6
14,892.1
0
1
1
0
0
51
0
1003_4100998
11
14
400
1,230
0
1,010
97
1
1,650
bus+train
3,305
1,630
665
26
542
795.2
16,566.8
879.5
14,892.1
0
1
1
0
0
51
0