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_1873
8
11
4,135
0
0
493
4
2
1,900
bus_only
5,279
4,135
651
168
479
779.7
33,259.2
32,479.6
0
0
1
0
0
0
19
0
1003_1873
9
11
631
1,800
0
2,258
70
1
2,050
bus+train
5,336
2,431
647
28
549
774.2
38,098.7
3,269.3
34,055.2
0
1
1
0
0
19
0
1003_1873
10
11
1,281
2,550
0
780
163
1
2,050
bus+train
5,279
3,831
668
26
479
799.3
39,094.2
5,770.4
32,524.4
0
1
1
0
0
19
0
1003_1880
0
19
0
4,920
0
1,689
78
1
2,550
train_only
6,728
4,920
119
28
13
140.6
68,945
0
68,804.4
0
0
1
0
0
25
0
1003_1880
1
19
0
3,570
0
1,798
241
2
2,050
train_only
5,648
3,570
280
26
13
333.5
37,188.7
0
36,855.2
0
0
1
0
0
25
0
1003_1880
2
19
0
5,070
0
1,320
59
1
2,250
train_only
6,488
5,070
98
26
13
115.6
48,599.6
0
48,484.1
0
0
1
0
25
25
1
1003_1880
3
19
3,558
1,830
0
1,218
122
2
1,950
bus+train
6,819
5,388
213
26
65
253.7
32,880.3
12,459.1
20,167.5
0
1
1
0
0
25
0
1003_1880
4
19
279
4,620
0
558
40
2
2,350
bus+train
5,678
4,899
221
168
13
262.6
50,904.5
1,220
49,421.9
0
1
1
0
0
25
0
1003_1880
5
19
0
4,770
0
549
0
1
2,350
train_only
5,678
4,770
359
346
13
429.2
50,815.4
0
50,386.2
0
0
1
0
0
25
0
1003_1880
6
19
3,400
1,830
0
1,218
122
2
1,950
bus+train
6,799
5,230
351
26
203
419.4
32,874.9
12,288
20,167.5
0
1
1
0
0
25
0
1003_1880
7
19
3,646
1,830
0
1,567
122
2
1,950
bus+train
7,336
5,476
293
26
145
350.7
32,509.2
11,991
20,167.5
0
1
1
0
0
25
0
1003_1880
8
19
4,138
1,830
0
1,058
122
2
1,950
bus+train
7,391
5,968
365
26
217
436.4
33,316.5
12,712.7
20,167.5
0
1
1
0
0
25
0
1003_1880
9
19
4,603
2,250
0
1,091
104
1
2,050
bus+train
8,291
6,853
347
26
217
413.8
37,600.7
11,663.9
25,523
0
1
1
0
0
25
0
1003_1880
10
19
4,955
2,250
0
1,091
104
1
2,050
bus+train
8,681
7,205
385
26
255
460.1
38,217
12,234
25,523
0
1
1
0
0
25
0
1003_1880
11
19
3,359
1,830
0
1,445
122
2
1,950
bus+train
7,150
5,189
516
26
368
617.3
32,151.4
11,366.7
20,167.5
0
1
1
0
0
25
0
1003_1880
12
19
3,293
1,830
0
1,218
122
2
1,950
bus+train
6,944
5,123
603
26
455
721.7
32,838
11,948.8
20,167.5
0
1
1
0
0
25
0
1003_1880
13
19
3,838
2,580
0
1,274
94
1
2,050
bus+train
8,180
6,418
488
26
368
583.3
36,656.3
11,478.2
24,594.7
0
1
1
0
0
25
0
1003_1880
14
19
3,034
1,830
0
1,218
122
2
1,950
bus+train
6,731
4,864
649
26
501
777.9
32,192.3
11,247
20,167.5
0
1
1
0
0
25
0
1003_1880
15
19
2,943
1,830
0
1,218
122
2
1,950
bus+train
6,671
4,773
680
26
532
814.9
31,907.7
10,925.3
20,167.5
0
1
1
0
0
25
0
1003_1880
16
19
3,474
1,830
0
1,567
122
2
1,950
bus+train
7,458
5,304
587
26
439
703
32,404.9
11,534.5
20,167.5
0
1
1
0
0
25
0
1003_1880
17
19
3,232
1,830
0
1,218
122
2
1,950
bus+train
7,003
5,062
723
26
575
865.7
32,737
11,703.8
20,167.5
0
1
1
0
0
25
0
1003_1880
18
19
3,960
1,830
0
1,058
122
2
1,950
bus+train
7,563
5,790
715
26
567
856.8
33,399.8
12,375.6
20,167.5
0
1
1
0
0
25
0
1003_1881
0
3
0
3,090
0
731
0
1
1,950
train_only
3,912
3,090
91
26
65
107.9
33,988.7
0
33,880.9
0
0
1
0
35
35
1
1003_1881
1
3
370
2,550
0
791
141
1
1,950
bus+train
4,242
2,920
531
26
364
634.5
33,590.5
1,246.3
31,709.7
0
1
1
0
0
35
0
1003_1881
2
3
0
3,720
0
1,091
0
0
1,950
train_only
4,902
3,720
91
26
65
107.9
34,346.3
0
34,238.4
0
0
1
0
0
35
0
1003_1882
0
18
0
4,260
0
778
59
2
2,250
train_only
5,130
4,260
92
26
7
108.7
45,701.5
0
45,592.8
0
0
1
0
0
34
0
1003_1882
1
18
2,196
2,010
0
498
373
1
1,950
bus+train
5,503
4,206
799
26
400
956.3
33,205.3
9,495.9
22,753.2
0
1
1
0
0
34
0
1003_1882
2
18
0
5,100
0
1,117
78
1
2,550
train_only
6,330
5,100
113
28
7
133.7
71,145.3
0
71,011.5
0
0
1
0
0
34
0
1003_1882
3
18
0
4,830
0
1,228
59
1
2,250
train_only
6,150
4,830
92
26
7
108.7
46,385.6
0
46,276.9
0
0
1
0
34
34
1
1003_1882
4
18
2,953
2,460
0
434
187
1
2,050
bus+train
6,305
5,413
458
26
245
547.2
37,041.6
8,779.1
27,715.2
0
1
1
0
0
34
0
1003_1882
5
18
3,309
2,010
0
491
172
2
1,950
bus+train
6,253
5,319
443
26
245
529.1
33,892.2
10,609.9
22,753.2
0
1
1
0
0
34
0
1003_1882
6
18
2,848
2,460
0
434
187
1
2,050
bus+train
6,297
5,308
555
26
342
663.4
36,989.2
8,610.5
27,715.2
0
1
1
0
0
34
0
1003_1882
7
18
3,836
1,830
0
1,030
122
1
1,950
bus+train
7,167
5,666
471
26
323
563.6
33,645.5
12,914.5
20,167.5
0
1
1
0
0
34
0
1003_1882
8
18
3,198
2,010
0
491
172
2
1,950
bus+train
6,239
5,208
540
26
342
645.3
33,839.8
10,441.3
22,753.2
0
1
1
0
0
34
0
1003_1882
9
18
2,406
2,010
0
505
373
2
1,950
bus+train
5,565
4,416
644
26
245
770.6
33,270.6
9,746.7
22,753.2
0
1
1
0
0
34
0
1003_1882
10
18
2,508
2,460
0
642
187
2
2,050
bus+train
6,165
4,968
555
26
342
663.4
36,961.7
8,583.1
27,715.2
0
1
1
0
0
34
0
1003_1882
11
18
3,393
1,830
0
735
63
1
1,950
bus+train
6,589
5,223
631
26
542
754.5
34,022.1
13,100.2
20,167.5
0
1
1
0
0
34
0
1003_1882
12
18
2,295
2,010
0
505
373
2
1,950
bus+train
5,551
4,305
741
26
342
886.9
33,218.1
9,578.1
22,753.2
0
1
1
0
0
34
0
1003_1882
13
18
864
3,030
0
1,074
185
2
1,950
bus+train
5,664
3,894
696
26
485
831.7
34,664.1
2,348.6
31,483.7
0
1
1
0
0
34
0
1003_1882
14
18
3,045
2,460
0
434
187
1
2,050
bus+train
6,652
5,505
713
26
500
852.9
37,599.3
9,031.2
27,715.2
0
1
1
0
0
34
0
1003_1882
15
18
3,405
2,010
0
491
172
2
1,950
bus+train
6,604
5,415
698
26
500
834.8
34,450
10,862
22,753.2
0
1
1
0
0
34
0
1003_1882
16
18
3,772
1,830
0
1,030
122
1
1,950
bus+train
7,308
5,602
676
26
528
810.2
33,697
12,719.4
20,167.5
0
1
1
0
0
34
0
1003_1882
17
18
2,502
2,010
0
505
373
2
1,950
bus+train
5,916
4,512
899
26
500
1,076.3
33,828.3
9,998.8
22,753.2
0
1
1
0
0
34
0
1003_1884
0
10
0
2,940
0
475
122
1
1,950
train_only
3,697
2,940
282
26
134
335.8
32,512.2
0
32,176.4
0
0
1
0
87
87
1
1003_1884
1
10
2,830
2,190
0
913
79
1
2,050
bus+train
6,316
5,020
383
26
278
457.6
36,114.3
8,217.5
27,439.1
0
1
1
0
0
87
0
1003_1884
2
10
2,936
2,190
0
913
79
1
2,050
bus+train
6,483
5,126
444
26
339
530.6
36,594.9
8,625.1
27,439.1
0
1
1
0
0
87
0
1003_1884
3
10
2,749
2,190
0
973
79
1
2,050
bus+train
6,467
4,939
555
26
450
663.4
36,100.8
7,998.3
27,439.1
0
1
1
0
0
87
0
1003_1884
4
10
2,853
2,190
0
542
187
2
2,050
bus+train
6,137
5,043
552
26
339
660
35,725.4
7,626.3
27,439.1
0
1
1
0
0
87
0
1003_1884
5
10
2,603
2,190
0
542
187
2
1,950
bus+train
6,018
4,793
683
26
470
817.1
35,255.7
6,999.4
27,439.1
0
1
1
0
0
87
0
1003_1884
6
10
2,708
2,190
0
602
187
2
1,950
bus+train
6,247
4,898
747
26
534
892.7
35,550.6
7,218.7
27,439.1
0
1
1
0
0
87
0
1003_1884
7
10
0
3,960
0
1,378
59
2
2,150
train_only
6,163
3,960
825
26
740
987.2
44,567.6
0
43,580.5
0
0
1
0
0
87
0
1003_1884
8
10
2,436
2,250
0
919
81
4
1,950
bus+train
6,386
4,686
781
26
674
934.9
35,871.6
8,201.4
26,735.2
0
1
1
0
0
87
0
1003_1884
9
10
2,142
2,250
0
841
81
3
1,950
bus+train
6,139
4,392
906
26
799
1,084.5
35,552.7
7,733
26,735.2
0
1
1
0
0
87
0
1003_1885
0
15
0
4,470
0
332
59
1
2,150
train_only
4,891
4,470
89
26
4
105.3
43,191.7
0
43,086.4
0
0
1
0
53
53
1
1003_1885
1
15
0
3,210
0
1,020
241
2
1,950
train_only
4,501
3,210
271
26
4
323.2
33,484
0
33,160.7
0
0
1
0
0
53
0
1003_1885
2
15
1,881
2,460
0
1,067
170
1
1,950
bus+train
5,816
4,341
408
26
212
488.3
34,193.7
5,990.2
27,715.2
0
1
1
0
0
53
0
1003_1885
3
15
732
2,910
0
869
197
3
1,950
bus+train
4,946
3,642
435
26
212
520.2
33,195.2
2,249.7
30,425.2
0
1
1
0
0
53
0
1003_1885
4
15
388
3,030
0
883
289
2
1,950
bus+train
4,760
3,418
459
26
144
548.6
33,251.3
1,218.9
31,483.7
0
1
1
0
0
53
0
1003_1885
5
15
2,296
2,460
0
1,046
79
1
1,950
bus+train
6,292
4,756
490
26
385
585.5
34,149.9
5,849.2
27,715.2
0
1
1
0
0
53
0
1003_1885
6
15
1,800
2,460
0
1,067
170
1
1,950
bus+train
5,884
4,260
557
26
361
666.1
34,232.9
5,851.5
27,715.2
0
1
1
0
0
53
0
1003_1885
7
15
305
3,030
0
883
289
2
1,950
bus+train
4,835
3,335
617
26
302
737.2
33,264.5
1,043.6
31,483.7
0
1
1
0
0
53
0
1003_1885
8
15
2,437
2,460
0
1,046
79
1
1,950
bus+train
6,473
4,897
530
26
425
633
34,471.9
6,123.7
27,715.2
0
1
1
0
0
53
0
1003_1885
9
15
651
2,910
0
869
197
3
1,950
bus+train
5,014
3,561
584
26
361
698.1
33,234.4
2,111.1
30,425.2
0
1
1
0
0
53
0
1003_1885
10
15
2,203
2,460
0
986
79
1
1,950
bus+train
6,232
4,663
583
26
478
697.4
33,983.1
5,570.4
27,715.2
0
1
1
0
0
53
0
1003_1885
11
15
495
3,030
0
883
289
2
1,950
bus+train
5,077
3,525
669
26
354
800.7
33,692.8
1,408.4
31,483.7
0
1
1
0
0
53
0
1003_1885
12
15
413
3,240
0
785
153
2
1,950
bus+train
5,153
3,653
715
26
536
854.7
35,773.6
1,568
33,350.9
0
1
1
0
0
53
0
1003_1885
13
15
2,036
2,460
0
1,127
170
1
1,950
bus+train
6,307
4,496
684
26
488
818.6
35,141.1
6,607.3
27,715.2
0
1
1
0
0
53
0
1003_1885
14
15
887
2,910
0
929
197
3
1,950
bus+train
5,437
3,797
711
26
488
850.5
34,142.6
2,866.9
30,425.2
0
1
1
0
0
53
0
1003_1886
0
14
1,831
2,640
0
1,078
122
2
2,050
bus+train
5,897
4,471
348
26
200
415.4
35,553.6
5,406
29,732.2
0
1
1
0
0
19
0
1003_1886
1
14
0
3,420
0
1,586
241
2
2,050
train_only
5,567
3,420
561
26
294
671
36,050.8
0
35,379.8
0
0
1
0
0
19
0
1003_1886
2
14
0
4,260
0
1,228
59
1
2,150
train_only
5,867
4,260
379
26
294
453
41,320.4
0
40,867.3
0
0
1
0
19
19
1
1003_1886
3
14
2,715
2,850
0
928
190
1
2,150
bus+train
6,887
5,565
394
26
178
471
40,831.6
8,316.4
32,044.2
0
1
1
0
0
19
0
1003_1886
4
14
1,844
2,460
0
1,044
226
2
1,950
bus+train
5,747
4,304
399
26
147
475.4
33,794.1
5,603.5
27,715.2
0
1
1
0
0
19
0
1003_1886
5
14
2,305
2,850
0
738
190
1
2,050
bus+train
6,309
5,155
416
26
200
497.8
39,080.3
6,538.4
32,044.2
0
1
1
0
0
19
0
1003_1886
6
14
1,898
2,460
0
984
226
2
1,950
bus+train
5,786
4,358
444
26
192
530.1
34,078.4
5,833
27,715.2
0
1
1
0
0
19
0
1003_1886
7
14
1,906
2,640
0
1,078
122
2
2,050
bus+train
6,036
4,546
412
26
264
491.6
35,901.9
5,678
29,732.2
0
1
1
0
0
19
0
1003_1886
8
14
2,392
2,850
0
798
190
1
2,050
bus+train
6,502
5,242
462
26
246
551.6
39,406.1
6,810.4
32,044.2
0
1
1
0
0
19
0
1003_1886
9
14
1,956
2,460
0
1,271
79
1
1,950
bus+train
6,186
4,416
499
26
394
595.7
33,951.6
5,640.7
27,715.2
0
1
1
0
0
19
0
1003_1886
10
14
1,885
2,460
0
1,285
79
2
1,950
bus+train
6,176
4,345
546
26
441
652.7
33,873.9
5,505.9
27,715.2
0
1
1
0
0
19
0
1003_1886
11
14
1,727
2,460
0
984
226
2
1,950
bus+train
5,864
4,187
693
26
441
828.5
33,873.9
5,330.2
27,715.2
0
1
1
0
0
19
0
1003_1886
12
14
2,067
2,460
0
1,211
79
1
1,950
bus+train
6,520
4,527
782
26
677
936.7
34,554
5,902.1
27,715.2
0
1
1
0
0
19
0
1003_1886
13
14
2,251
2,850
0
988
190
1
2,050
bus+train
6,905
5,101
816
26
600
976.8
40,004.9
6,983.9
32,044.2
0
1
1
0
0
19
0
1003_1888
0
19
1,550
2,460
0
610
104
1
1,950
bus+train
4,813
4,010
193
26
63
228.7
32,207.1
4,263.2
27,715.2
0
1
1
0
0
36
0
1003_1888
1
19
0
3,750
0
596
59
2
2,050
train_only
4,466
3,750
120
26
35
142
38,446.6
0
38,304.6
0
0
1
0
36
36
1
1003_1888
2
19
2,165
2,460
0
769
79
1
1,950
bus+train
5,539
4,625
145
26
40
172.3
32,946.6
5,059.1
27,715.2
0
1
1
0
0
36
0
1003_1888
3
19
1,357
2,640
0
617
74
2
1,950
bus+train
4,754
3,997
140
26
40
166.5
34,822.2
4,923.4
29,732.2
0
1
1
0
0
36
0
1003_1888
4
19
709
2,640
0
1,069
122
2
1,950
bus+train
4,606
3,349
188
26
40
223.7
32,503.8
2,547.8
29,732.2
0
1
1
0
0
36
0
1003_1888
5
19
722
2,640
0
896
122
2
1,950
bus+train
4,477
3,362
219
26
71
260.3
32,446.3
2,453.7
29,732.2
0
1
1
0
0
36
0
1003_1888
6
19
2,526
1,650
0
1,001
58
1
2,050
bus+train
5,454
4,176
277
26
193
329.3
39,991.9
23,341.8
16,320.8
0
1
1
0
0
36
0
1003_1888
7
19
674
2,640
0
907
122
1
1,950
bus+train
4,570
3,314
349
26
201
415.5
32,434.4
2,286.6
29,732.2
0
1
1
0
0
36
0
1003_1888
8
19
1,925
2,460
0
550
104
1
1,950
bus+train
5,342
4,385
407
26
277
486.8
32,684.9
4,482.9
27,715.2
0
1
1
0
0
36
0
1003_1888
9
19
2,317
1,650
0
1,001
58
1
2,050
bus+train
5,500
3,967
532
26
448
636
39,948.9
22,992.2
16,320.8
0
1
1
0
0
36
0
1003_1888
10
19
1,364
2,460
0
388
79
2
1,950
bus+train
4,754
3,824
542
26
437
648.6
32,752.7
4,388.9
27,715.2
0
1
1
0
0
36
0
1003_1888
11
19
884
2,640
0
847
122
1
1,950
bus+train
4,937
3,524
566
26
418
676.8
33,234.8
2,825.8
29,732.2
0
1
1
0
0
36
0
1003_1888
12
19
1,348
2,460
0
550
104
1
1,950
bus+train
4,959
3,808
601
26
471
720.2
32,304.7
3,869.3
27,715.2
0
1
1
0
0
36
0
1003_1888
13
19
2,269
2,460
0
769
79
1
1,950
bus+train
5,969
4,729
471
26
366
562.7
33,632.5
5,354.6
27,715.2
0
1
1
0
0
36
0
1003_1888
14
19
1,865
2,460
0
563
170
1
1,950
bus+train
5,450
4,325
562
26
366
672.3
33,533.6
5,146.1
27,715.2
0
1
1
0
0
36
0
1003_1888
15
19
1,284
2,460
0
496
87
3
1,950
bus+train
4,805
3,744
565
26
452
674.7
32,718.5
4,328.6
27,715.2
0
1
1
0
0
36
0
1003_1888
16
19
1,660
2,850
0
343
190
1
2,050
bus+train
5,471
4,510
618
26
402
739.6
37,843.9
5,060.1
32,044.2
0
1
1
0
0
36
0
1003_1888
17
19
2,298
2,460
0
769
79
1
1,950
bus+train
6,114
4,758
587
26
482
702.8
33,940.1
5,522.1
27,715.2
0
1
1
0
0
36
0