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_341
2
6
0
2,700
0
953
155
1
1,750
train_only
3,890
2,700
237
26
56
281.8
25,061.4
0
24,779.6
0
0
1
0
71
71
1
1003_341
3
6
2,558
300
0
797
57
1
1,750
bus+train
4,113
2,858
458
26
375
546.6
25,164.7
21,585.1
3,033.1
0
1
1
0
0
71
0
1003_341
4
6
2,525
0
0
413
0
2
1,700
bus_only
3,481
2,525
543
168
375
649.3
21,457.1
20,807.8
0
0
1
0
0
0
71
0
1003_341
5
6
787
1,470
0
814
115
2
1,650
bus+train
4,133
2,257
1,062
168
779
1,272
20,336.3
5,637
13,427.3
0
1
1
0
0
71
0
1003_3753
0
3
0
1,650
0
558
51
1
1,650
train_only
2,299
1,650
91
26
14
107.8
15,890.8
0
15,783
0
0
1
0
93
93
1
1003_3753
1
3
791
1,440
0
655
63
1
1,650
bus+train
3,141
2,231
255
26
166
303.3
17,821.8
2,493.7
15,024.9
0
1
1
0
0
93
0
1003_3753
2
3
589
1,440
0
792
81
1
1,650
bus+train
3,363
2,029
542
26
435
648.1
18,470.6
2,797.6
15,024.9
0
1
1
0
0
93
0
1003_3754
0
14
0
1,770
0
620
51
1
1,650
train_only
2,473
1,770
83
26
6
98
17,085.5
0
16,987.5
0
0
1
0
39
39
1
1003_3754
1
14
0
1,950
0
549
32
1
1,650
train_only
2,676
1,950
177
26
119
210.4
19,490.3
0
19,279.9
0
0
1
0
0
39
0
1003_3754
2
14
467
1,770
0
488
19
1
1,650
bus+train
3,093
2,237
368
26
323
439.8
19,383.1
2,282.2
16,661.1
0
1
1
0
0
39
0
1003_3754
3
14
945
1,770
0
783
19
1
1,650
bus+train
3,796
2,715
298
26
253
356.3
19,703.8
2,686.4
16,661.1
0
1
1
0
0
39
0
1003_3754
4
14
1,075
1,770
0
783
19
1
1,650
bus+train
3,965
2,845
337
26
292
403.4
20,232.7
3,168.2
16,661.1
0
1
1
0
0
39
0
1003_3754
5
14
704
1,770
0
548
19
1
1,650
bus+train
3,497
2,474
475
26
430
567.8
20,175.9
2,947
16,661.1
0
1
1
0
0
39
0
1003_3754
6
14
1,200
1,770
0
416
19
2
1,750
bus+train
3,794
2,970
408
26
363
487.6
20,749.6
3,600.9
16,661.1
0
1
1
0
0
39
0
1003_3754
7
14
1,002
1,440
0
1,110
102
1
1,650
bus+train
4,001
2,442
449
26
321
537.4
20,097.5
4,535.3
15,024.9
0
1
1
0
0
39
0
1003_3754
8
14
1,672
1,830
0
669
34
1
1,850
bus+train
4,594
3,502
423
26
363
504.5
25,697.6
5,025.6
20,167.5
0
1
1
0
0
39
0
1003_3754
9
14
665
1,620
0
449
265
1
1,650
bus+train
3,388
2,285
654
26
363
782.2
20,747.7
2,392.6
17,572.9
0
1
1
0
0
39
0
1003_3754
10
14
885
1,770
0
783
19
1
1,650
bus+train
4,003
2,655
565
26
520
677
19,739.7
2,401.5
16,661.1
0
1
1
0
0
39
0
1003_3754
11
14
868
1,770
0
634
19
2
1,650
bus+train
3,869
2,638
597
26
552
715.4
19,738.6
2,362
16,661.1
0
1
1
0
0
39
0
1003_3754
12
14
953
1,620
0
497
192
1
1,650
bus+train
3,808
2,573
738
26
520
883.8
20,722.3
2,265.6
17,572.9
0
1
1
0
0
39
0
1003_3754
13
14
828
1,620
0
657
186
1
1,650
bus+train
3,869
2,448
764
26
552
915.4
20,736.8
2,248.5
17,572.9
0
1
1
0
0
39
0
1003_3755
0
10
0
1,880
0
807
51
1
1,650
train_only
2,767
1,880
80
26
3
94.3
18,011.3
0
17,917
0
0
1
0
145
145
1
1003_3755
1
10
1,569
1,770
0
940
19
1
1,650
bus+train
4,519
3,339
240
26
195
286.9
20,057.5
3,109.5
16,661.1
0
1
1
0
0
145
0
1003_3755
2
10
1,796
2,160
0
486
34
1
1,850
bus+train
4,749
3,956
307
26
247
366.3
25,391.5
4,632.9
20,392.3
0
1
1
0
0
145
0
1003_3755
3
10
1,644
1,770
0
940
19
1
1,650
bus+train
4,808
3,414
454
26
409
543.3
20,505.1
3,300.7
16,661.1
0
1
1
0
0
145
0
1003_3755
4
10
707
2,040
0
1,177
111
1
1,750
bus+train
4,434
2,747
510
26
373
610.5
22,879.7
2,871.2
19,398
0
1
1
0
0
145
0
1003_3755
5
10
1,363
1,770
0
1,000
19
1
1,650
bus+train
4,674
3,133
541
26
496
646.9
19,966.9
2,658.9
16,661.1
0
1
1
0
0
145
0
1003_3755
6
10
998
1,890
0
639
192
1
1,750
bus+train
4,154
2,888
627
26
409
750.1
20,825.2
2,278.4
17,796.6
0
1
1
0
0
145
0
1003_3755
7
10
1,034
1,770
0
623
149
1
1,650
bus+train
4,098
2,804
671
26
496
802.3
20,084
2,620.6
16,661.1
0
1
1
0
0
145
0
1003_3755
8
10
752
1,890
0
547
192
1
1,650
bus+train
3,903
2,642
714
26
496
853.7
20,287
1,636.7
17,796.6
0
1
1
0
0
145
0
1003_3755
9
10
564
1,890
0
661
265
1
1,650
bus+train
3,902
2,454
787
26
496
941.5
20,188.8
1,450.6
17,796.6
0
1
1
0
0
145
0
1003_3756
0
22
0
1,990
0
752
51
1
1,650
train_only
2,871
1,990
129
26
52
153.6
19,051.5
0
18,897.9
0
0
1
0
413
415
0.995181
1003_3756
1
22
703
1,410
0
819
219
1
1,650
bus+train
3,494
2,113
562
26
317
672.2
20,013.4
1,901.1
17,440.1
0
1
1
0
2
415
0.004819
1003_3756
2
22
1,170
1,620
0
823
34
1
1,750
bus+train
3,968
2,790
355
26
295
423.2
23,476.1
3,018.2
20,034.7
0
1
1
0
0
415
0
1003_3756
3
22
1,696
1,620
0
960
34
1
1,750
bus+train
4,627
3,316
351
26
291
418.1
23,448.9
2,996.1
20,034.7
0
1
1
0
0
415
0
1003_3756
4
22
1,328
1,620
0
823
34
1
1,750
bus+train
4,124
2,948
353
26
293
420.3
23,987.2
3,532.1
20,034.7
0
1
1
0
0
415
0
1003_3756
5
22
1,042
1,410
0
955
117
1
1,750
bus+train
3,815
2,452
408
26
265
487.1
20,655.5
2,728.3
17,440.1
0
1
1
0
0
415
0
1003_3756
6
22
1,078
1,410
0
850
117
1
1,750
bus+train
3,774
2,488
436
26
293
519.9
20,723.7
2,763.6
17,440.1
0
1
1
0
0
415
0
1003_3756
7
22
910
1,410
0
790
117
1
1,650
bus+train
3,570
2,320
460
26
317
549.5
20,239.4
2,249.7
17,440.1
0
1
1
0
0
415
0
1003_3756
8
22
870
1,410
0
879
219
1
1,650
bus+train
3,669
2,280
510
26
265
609.7
20,429.6
2,379.7
17,440.1
0
1
1
0
0
415
0
1003_3756
9
22
512
2,040
0
882
111
1
1,750
bus+train
3,912
2,552
478
26
341
572.2
22,049.3
2,079.2
19,398
0
1
1
0
0
415
0
1003_3756
10
22
1,483
1,770
0
1,084
19
1
1,650
bus+train
4,738
3,253
401
26
356
479.8
20,360.2
3,219.4
16,661.1
0
1
1
0
0
415
0
1003_3756
11
22
1,094
1,410
0
831
192
1
1,650
bus+train
3,909
2,504
574
26
356
686.5
20,248.4
2,121.7
17,440.1
0
1
1
0
0
415
0
1003_3756
12
22
963
1,620
0
763
34
1
1,750
bus+train
3,917
2,583
571
26
511
683.1
23,217.7
2,499.9
20,034.7
0
1
1
0
0
415
0
1003_3756
13
22
622
2,040
0
882
111
1
1,750
bus+train
4,086
2,662
542
26
405
648.5
22,557.3
2,510.8
19,398
0
1
1
0
0
415
0
1003_3756
14
22
1,663
1,770
0
887
19
1
1,750
bus+train
4,806
3,433
486
26
441
581.3
21,004.7
3,762.3
16,661.1
0
1
1
0
0
415
0
1003_3756
15
22
1,749
1,770
0
887
19
1
1,750
bus+train
4,896
3,519
490
26
445
584.7
21,238.7
3,992.8
16,661.1
0
1
1
0
0
415
0
1003_3756
16
22
1,843
1,620
0
716
33
1
1,750
bus+train
4,716
3,463
537
26
478
641.9
24,246.7
3,570.1
20,034.7
0
1
1
0
0
415
0
1003_3756
17
22
478
2,040
0
882
111
1
1,750
bus+train
4,007
2,518
607
26
470
726.9
22,089.2
1,964.3
19,398
0
1
1
0
0
415
0
1003_3756
18
22
1,382
1,620
0
873
34
2
1,750
bus+train
4,413
3,002
538
26
478
642.7
24,205.7
3,528.3
20,034.7
0
1
1
0
0
415
0
1003_3756
19
22
1,206
1,410
0
1,071
192
1
1,750
bus+train
4,346
2,616
659
26
441
788.1
20,968.3
2,740.1
17,440.1
0
1
1
0
0
415
0
1003_3756
20
22
1,515
1,770
0
887
19
1
1,750
bus+train
4,787
3,285
615
26
570
735.5
20,871.7
3,475.1
16,661.1
0
1
1
0
0
415
0
1003_3756
21
22
1,840
1,230
0
1,202
102
1
1,750
bus+train
4,890
3,070
618
26
490
739.5
23,198
7,566.4
14,892.1
0
1
1
0
0
415
0
1003_3757
0
17
0
2,370
0
1,053
116
1
1,750
train_only
3,570
2,370
147
26
5
174.6
22,901
0
22,726.4
0
0
1
0
415
415
1
1003_3757
1
17
874
1,650
0
735
189
1
1,750
bus+train
3,643
2,524
384
26
169
459.6
22,508.1
2,013.8
20,034.7
0
1
1
0
0
415
0
1003_3757
2
17
1,155
1,650
0
865
34
1
1,750
bus+train
3,936
2,805
266
26
206
315.9
22,473.8
2,123.2
20,034.7
0
1
1
0
0
415
0
1003_3757
3
17
964
1,650
0
1,310
22
1
1,750
bus+train
4,205
2,614
281
26
233
335
22,520.6
2,150.9
20,034.7
0
1
1
0
0
415
0
1003_3757
4
17
1,457
1,650
0
867
33
1
1,750
bus+train
4,307
3,107
333
26
274
396.6
23,041.1
2,609.7
20,034.7
0
1
1
0
0
415
0
1003_3757
5
17
1,384
1,440
0
1,084
117
1
1,750
bus+train
4,263
2,824
355
26
212
423.2
21,230.4
3,367.1
17,440.1
0
1
1
0
0
415
0
1003_3757
6
17
1,381
1,650
0
865
34
1
1,750
bus+train
4,262
3,031
366
26
306
436
22,948.7
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20,034.7
0
1
1
0
0
415
0
1003_3757
7
17
1,041
1,650
0
735
189
1
1,750
bus+train
3,889
2,691
463
26
248
554.3
22,868.2
2,279.2
20,034.7
0
1
1
0
0
415
0
1003_3757
8
17
1,324
1,440
0
932
219
1
1,750
bus+train
4,153
2,764
457
26
212
545.9
21,004.5
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17,440.1
0
1
1
0
0
415
0
1003_3757
9
17
991
1,650
0
865
34
1
1,750
bus+train
3,979
2,641
473
26
413
564.5
22,501.3
1,902.1
20,034.7
0
1
1
0
0
415
0
1003_3757
10
17
895
1,650
0
908
34
1
1,750
bus+train
3,959
2,545
506
26
446
603.2
22,530
1,892.1
20,034.7
0
1
1
0
0
415
0
1003_3757
11
17
735
1,650
0
795
189
1
1,750
bus+train
3,784
2,385
604
26
389
722.5
22,523
1,765.8
20,034.7
0
1
1
0
0
415
0
1003_3757
12
17
1,574
1,650
0
807
33
1
1,750
bus+train
4,535
3,224
504
26
445
602.7
23,424.3
2,786.9
20,034.7
0
1
1
0
0
415
0
1003_3757
13
17
1,257
1,650
0
1,359
22
2
1,750
bus+train
4,707
2,907
441
26
393
527.5
23,135.7
2,573.5
20,034.7
0
1
1
0
0
415
0
1003_3757
14
17
1,294
1,440
0
1,024
117
1
1,750
bus+train
4,342
2,734
584
26
441
698.6
21,304.3
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17,440.1
0
1
1
0
0
415
0
1003_3757
15
17
1,220
1,440
0
932
219
1
1,750
bus+train
4,256
2,660
664
26
419
794.2
21,051.3
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17,440.1
0
1
1
0
0
415
0
1003_3757
16
17
1,571
1,440
0
777
192
1
1,750
bus+train
4,441
3,011
653
26
435
780.9
22,113.6
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17,440.1
0
1
1
0
0
415
0
1003_3758
0
18
0
2,200
0
658
51
1
1,750
train_only
2,942
2,200
84
26
7
98.8
21,040
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20,941.3
0
0
1
0
224
224
1
1003_3758
1
18
1,093
1,620
0
813
22
1
1,750
bus+train
3,746
2,713
220
26
172
262.9
22,283.5
1,985.9
20,034.7
0
1
1
0
0
224
0
1003_3758
2
18
1,250
1,620
0
873
22
1
1,750
bus+train
3,911
2,870
168
26
120
198.9
22,421.7
2,188.1
20,034.7
0
1
1
0
0
224
0
1003_3758
3
18
1,519
1,620
0
784
22
1
1,750
bus+train
4,081
3,139
158
26
110
187.9
23,811.3
3,588.7
20,034.7
0
1
1
0
0
224
0
1003_3758
4
18
1,601
1,620
0
766
22
1
1,750
bus+train
4,237
3,221
250
26
202
298.4
23,890.7
3,557.6
20,034.7
0
1
1
0
0
224
0
1003_3758
5
18
1,312
1,620
0
901
34
1
1,750
bus+train
4,095
2,932
262
26
202
311.9
23,035.8
2,689.2
20,034.7
0
1
1
0
0
224
0
1003_3758
6
18
1,170
1,620
0
877
22
2
1,750
bus+train
3,917
2,790
250
26
202
298.4
22,536
2,202.8
20,034.7
0
1
1
0
0
224
0
1003_3758
7
18
1,365
1,620
0
750
122
1
1,750
bus+train
4,098
2,985
363
26
215
433.8
23,499.5
3,031
20,034.7
0
1
1
0
0
224
0
1003_3758
8
18
1,619
1,620
0
784
22
1
1,750
bus+train
4,379
3,239
356
26
308
425.2
24,225.3
3,765.3
20,034.7
0
1
1
0
0
224
0
1003_3758
9
18
1,146
1,620
0
718
176
1
1,750
bus+train
3,994
2,766
510
26
308
609.7
23,221.3
2,576.9
20,034.7
0
1
1
0
0
224
0
1003_3758
10
18
1,693
1,620
0
856
34
2
1,750
bus+train
4,595
3,313
426
26
366
509.1
24,519.3
3,975.5
20,034.7
0
1
1
0
0
224
0
1003_3758
11
18
965
1,620
0
813
22
1
1,750
bus+train
3,971
2,585
573
26
525
685.4
22,392.6
1,672.5
20,034.7
0
1
1
0
0
224
0
1003_3758
12
18
927
1,620
0
1,019
34
1
1,750
bus+train
4,163
2,547
597
26
537
713.4
22,640.2
1,892.1
20,034.7
0
1
1
0
0
224
0
1003_3758
13
18
647
1,620
0
960
34
2
1,750
bus+train
3,824
2,267
597
26
537
713.4
22,675.5
1,927.4
20,034.7
0
1
1
0
0
224
0
1003_3758
14
18
1,535
1,620
0
1,128
33
1
1,750
bus+train
4,833
3,155
550
26
491
657.1
23,627.9
2,936
20,034.7
0
1
1
0
0
224
0
1003_3758
15
18
484
1,620
0
1,012
145
1
1,750
bus+train
3,824
2,104
708
26
537
847.2
22,675.5
1,793.6
20,034.7
0
1
1
0
0
224
0
1003_3758
16
18
772
1,620
0
718
176
1
1,750
bus+train
3,837
2,392
727
26
525
869.8
22,743.3
1,838.8
20,034.7
0
1
1
0
0
224
0
1003_3758
17
18
1,229
1,620
0
778
176
1
1,750
bus+train
4,320
2,849
693
26
491
829
23,627.7
2,764
20,034.7
0
1
1
0
0
224
0
1003_3759
0
15
0
2,310
0
840
51
1
1,750
train_only
3,294
2,310
144
26
67
171.4
22,080.4
0
21,909
0
0
1
0
147
148
0.993243
1003_3759
1
15
1,066
1,650
0
371
183
1
1,750
bus+train
3,466
2,716
379
26
170
453.2
23,386.4
2,898.4
20,034.7
0
1
1
0
1
148
0.006757
1003_3759
2
15
1,372
1,650
0
598
22
1
1,750
bus+train
3,838
3,022
218
26
170
260.1
23,386.6
3,091.8
20,034.7
0
1
1
0
0
148
0
1003_3759
3
15
1,287
1,650
0
598
22
1
1,750
bus+train
3,868
2,937
333
26
285
397.5
23,295.7
2,863.5
20,034.7
0
1
1
0
0
148
0
1003_3759
4
15
981
1,650
0
371
183
1
1,750
bus+train
3,496
2,631
494
26
285
590.6
23,295.4
2,670.1
20,034.7
0
1
1
0
0
148
0
1003_3759
5
15
669
2,280
0
866
159
1
1,750
bus+train
4,290
2,949
475
26
290
567.9
23,780.7
1,706.5
21,506.3
0
1
1
0
0
148
0
1003_3759
6
15
1,637
1,650
0
410
189
1
1,750
bus+train
4,247
3,287
550
26
335
658.2
25,018.2
4,325.3
20,034.7
0
1
1
0
0
148
0
1003_3759
7
15
1,406
1,830
0
644
183
1
1,850
bus+train
4,447
3,236
567
26
358
678.6
26,144.5
2,845.4
22,620.5
0
1
1
0
0
148
0
1003_3759
8
15
1,476
1,830
0
497
203
1
1,850
bus+train
4,390
3,306
587
26
358
701.8
26,138
2,815.8
22,620.5
0
1
1
0
0
148
0
1003_3759
9
15
711
2,280
0
576
159
1
1,750
bus+train
4,159
2,991
592
26
407
708
23,891.1
1,676.7
21,506.3
0
1
1
0
0
148
0
1003_3759
10
15
1,647
1,650
0
954
122
1
1,750
bus+train
4,810
3,297
559
26
411
668.9
25,160.7
4,457.2
20,034.7
0
1
1
0
0
148
0
1003_3759
11
15
583
2,280
0
636
159
1
1,750
bus+train
4,168
2,863
669
26
484
799.6
23,803.6
1,497.7
21,506.3
0
1
1
0
0
148
0