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_2801024
2
15
1,699
2,280
0
390
158
1
1,850
bus+train
4,910
3,979
541
26
357
646.6
27,593.9
5,441
21,506.3
0
1
1
0
0
13
0
1003_2801024
3
15
674
2,460
0
968
153
2
1,950
bus+train
4,367
3,134
265
26
86
315.3
30,766.9
1,752.1
28,699.5
0
1
1
0
0
13
0
1003_2801024
4
15
612
2,460
0
968
153
2
1,950
bus+train
4,431
3,072
391
26
212
466.7
30,800.7
1,634.4
28,699.5
0
1
1
0
0
13
0
1003_2801024
5
15
1,443
1,470
0
763
157
3
1,750
bus+train
4,166
2,913
490
26
307
584.7
23,347.9
8,817.9
13,945.3
0
1
1
0
0
13
0
1003_2801024
6
15
319
2,250
0
1,192
180
2
1,850
bus+train
4,286
2,569
525
26
319
626.4
28,871.1
1,153.9
27,090.9
0
1
1
0
0
13
0
1003_2801024
7
15
1,485
2,200
0
568
131
2
1,850
bus+train
4,767
3,685
514
26
357
613.8
26,030.8
4,475.7
20,941.3
0
1
1
0
0
13
0
1003_2801024
8
15
1,566
1,650
0
847
189
1
1,850
bus+train
4,697
3,216
634
26
419
759
27,112.6
6,318.9
20,034.7
0
1
1
0
0
13
0
1003_2801024
9
15
1,799
1,650
0
907
189
1
1,850
bus+train
4,972
3,449
616
26
401
737.3
27,818.9
7,046.9
20,034.7
0
1
1
0
0
13
0
1003_2801024
10
15
607
2,250
0
1,192
180
2
1,850
bus+train
4,656
2,857
607
26
401
725.1
29,666.7
1,850.7
27,090.9
0
1
1
0
0
13
0
1003_2801024
11
15
1,443
1,290
0
696
404
2
1,750
bus+train
4,166
2,733
737
26
307
880.5
22,289.2
8,817.9
12,590.8
0
1
1
0
0
13
0
1003_2801024
12
15
3,140
1,650
0
712
189
1
1,850
bus+train
6,066
4,790
564
26
349
675
28,943.7
8,234
20,034.7
0
1
1
0
1
13
0.076923
1003_2801024
13
15
500
2,580
0
1,182
164
2
1,950
bus+train
4,934
3,080
672
26
482
803.5
32,004.7
1,549.5
29,651.6
0
1
1
0
0
13
0
1003_2801024
14
15
1,882
2,280
0
704
158
2
1,850
bus+train
5,531
4,162
665
26
481
795
28,463.8
6,162.4
21,506.3
0
1
1
0
0
13
0
1003_2801030
0
18
1,917
1,830
0
380
189
1
1,850
bus+train
4,344
3,747
217
26
2
258.4
26,744.7
6,318.9
20,167.5
0
1
1
0
33
33
1
1003_2801030
1
18
527
2,430
0
529
180
2
1,850
bus+train
4,003
2,957
517
26
311
616.9
29,334
1,493.4
27,223.6
0
1
1
0
0
33
0
1003_2801030
2
18
2,049
1,830
0
380
189
1
1,850
bus+train
4,891
3,879
632
26
417
757.4
27,614.5
6,689.6
20,167.5
0
1
1
0
0
33
0
1003_2801030
3
18
905
2,640
0
574
153
2
1,950
bus+train
4,400
3,545
281
26
102
334.3
31,338.9
2,172.3
28,832.3
0
1
1
0
0
33
0
1003_2801030
4
18
738
2,430
0
592
180
3
1,850
bus+train
4,054
3,168
294
26
88
348.9
29,573
2,000.5
27,223.6
0
1
1
0
0
33
0
1003_2801030
5
18
1,908
960
0
673
182
2
1,750
bus+train
4,050
2,868
509
207
120
607.5
22,658.7
13,344.3
8,707
0
1
1
0
0
33
0
1003_2801030
6
18
957
2,640
0
574
153
2
1,950
bus+train
4,563
3,597
392
26
213
467.6
31,766.8
2,466.8
28,832.3
0
1
1
0
0
33
0
1003_2801030
7
18
889
2,430
0
532
180
3
1,850
bus+train
4,386
3,319
535
26
329
638.6
30,212.3
2,350.1
27,223.6
0
1
1
0
0
33
0
1003_2801030
8
18
702
2,640
0
456
186
2
1,950
bus+train
4,407
3,342
609
26
397
727.5
31,411.2
1,851.4
28,832.3
0
1
1
0
0
33
0
1003_2801030
9
18
596
2,760
0
629
171
3
1,950
bus+train
4,514
3,356
529
26
332
632.2
31,803.4
1,386.8
29,784.4
0
1
1
0
0
33
0
1003_2801030
10
18
922
2,640
0
456
186
2
1,950
bus+train
4,638
3,562
620
26
408
741.6
31,806.2
2,232.3
28,832.3
0
1
1
0
0
33
0
1003_2801030
11
18
621
2,430
0
592
180
3
1,850
bus+train
4,281
3,051
638
26
432
761.6
29,656.3
1,671.1
27,223.6
0
1
1
0
0
33
0
1003_2801030
12
18
2,892
2,010
0
401
203
2
1,850
bus+train
5,861
4,902
558
26
329
666.8
29,829.2
6,409.3
22,753.2
0
1
1
0
0
33
0
1003_2801030
13
18
914
2,430
0
673
253
2
1,850
bus+train
4,728
3,344
711
26
432
849.8
30,101
2,027.5
27,223.6
0
1
1
0
0
33
0
1003_2801030
14
18
3,376
1,830
0
261
189
1
1,850
bus+train
6,110
5,206
643
26
428
769.6
29,171.1
8,234
20,167.5
0
1
1
0
0
33
0
1003_2801030
15
18
3,273
1,830
0
201
189
1
1,850
bus+train
5,968
5,103
664
26
449
795.1
29,006.1
8,043.5
20,167.5
0
1
1
0
0
33
0
1003_2801030
16
18
424
2,430
0
572
528
3
1,850
bus+train
4,216
2,854
790
26
236
945.2
29,617.2
1,448.4
27,223.6
0
1
1
0
0
33
0
1003_2801030
17
18
2,466
2,010
0
519
309
1
1,850
bus+train
5,762
4,476
767
26
432
916.9
29,151.2
5,481
22,753.2
0
1
1
0
0
33
0
1003_2801085
0
20
499
2,250
0
734
275
2
1,850
bus+train
3,785
2,749
302
26
1
358.6
28,543.7
1,094.2
27,090.9
0
1
1
0
0
22
0
1003_2801085
1
20
257
2,250
0
815
341
3
1,850
bus+train
3,830
2,507
508
26
141
605.8
28,654
957.4
27,090.9
0
1
1
0
0
22
0
1003_2801085
2
20
3,095
2,580
0
814
89
1
1,950
bus+train
6,710
5,675
221
26
106
261.8
32,873.3
8,016.8
24,594.7
0
1
1
0
0
22
0
1003_2801085
3
20
2,693
1,830
0
586
203
2
1,850
bus+train
5,479
4,523
370
26
141
441.7
29,420.1
6,358
22,620.5
0
1
1
0
0
22
0
1003_2801085
4
20
374
2,250
0
734
275
2
1,850
bus+train
3,888
2,624
530
26
229
632.3
28,614.5
891.4
27,090.9
0
1
1
0
0
22
0
1003_2801085
5
20
2,803
1,830
0
431
405
1
1,850
bus+train
5,496
4,633
432
26
1
516.1
30,314.1
7,177.5
22,620.5
0
1
1
0
22
22
1
1003_2801085
6
20
2,620
1,830
0
584
338
1
1,850
bus+train
5,512
4,450
478
26
114
571
29,522.5
6,331
22,620.5
0
1
1
0
0
22
0
1003_2801085
7
20
349
2,250
0
1,042
156
2
1,850
bus+train
4,206
2,599
565
26
383
674.3
28,731
965.8
27,090.9
0
1
1
0
0
22
0
1003_2801085
8
20
760
2,250
0
734
275
2
1,850
bus+train
4,304
3,010
560
26
259
669.1
29,084.3
1,324.3
27,090.9
0
1
1
0
0
22
0
1003_2801085
9
20
451
2,250
0
931
275
3
1,850
bus+train
4,180
2,701
548
26
247
654.6
28,663.7
918.2
27,090.9
0
1
1
0
0
22
0
1003_2801085
10
20
196
2,250
0
724
275
2
1,850
bus+train
3,854
2,446
684
26
383
816.5
28,660.3
753
27,090.9
0
1
1
0
0
22
0
1003_2801085
11
20
298
2,250
0
734
275
2
1,850
bus+train
3,985
2,548
703
26
402
840.5
28,668.3
737
27,090.9
0
1
1
0
0
22
0
1003_2801085
12
20
3,021
2,580
0
814
89
1
1,950
bus+train
6,872
5,601
457
26
342
546.6
32,953.8
7,812.4
24,594.7
0
1
1
0
0
22
0
1003_2801085
13
20
2,681
1,830
0
431
405
1
1,850
bus+train
5,602
4,511
660
26
229
789.8
30,384.9
6,974.7
22,620.5
0
1
1
0
0
22
0
1003_2801085
14
20
314
2,250
0
931
275
3
1,850
bus+train
4,168
2,564
673
26
372
804.5
28,522.1
626.8
27,090.9
0
1
1
0
0
22
0
1003_2801085
15
20
2,546
1,830
0
524
338
1
1,850
bus+train
5,629
4,376
729
26
365
873.5
29,620.6
6,126.6
22,620.5
0
1
1
0
0
22
0
1003_2801085
16
20
3,030
1,830
0
431
405
1
1,950
bus+train
5,981
4,860
690
26
259
826.6
30,854.7
7,407.6
22,620.5
0
1
1
0
0
22
0
1003_2801085
17
20
264
2,250
0
931
275
3
1,850
bus+train
4,256
2,514
811
26
510
969.3
28,552
491.8
27,090.9
0
1
1
0
0
22
0
1003_2801085
18
20
2,607
1,830
0
431
405
1
1,850
bus+train
5,701
4,437
833
26
402
998
30,438.7
6,820.3
22,620.5
0
1
1
0
0
22
0
1003_2801085
19
20
2,929
2,580
0
814
89
1
1,950
bus+train
6,962
5,509
639
26
524
764.5
33,025.7
7,666.5
24,594.7
0
1
1
0
0
22
0
1003_2801121
0
20
3,609
2,640
0
988
86
1
2,150
bus+train
7,363
6,249
126
26
14
148.9
40,573.3
10,692.1
29,732.2
0
1
1
0
16
16
1
1003_2801121
1
20
85
2,430
0
969
275
2
1,850
bus+train
4,256
2,515
772
26
471
923.2
28,455.7
308.9
27,223.6
0
1
1
0
0
16
0
1003_2801121
2
20
1,777
2,010
0
555
203
1
1,850
bus+train
4,940
3,787
598
26
369
714.7
28,071.1
4,603.2
22,753.2
0
1
1
0
0
16
0
1003_2801121
3
20
3,414
2,250
0
791
147
2
2,050
bus+train
6,642
5,664
187
26
14
222.2
35,913
10,167.8
25,523
0
1
1
0
0
16
0
1003_2801121
4
20
357
2,430
0
1,134
156
2
1,850
bus+train
4,395
2,787
474
26
292
565.1
28,754.5
965.8
27,223.6
0
1
1
0
0
16
0
1003_2801121
5
20
259
2,430
0
1,134
156
2
1,850
bus+train
4,355
2,689
532
26
350
635
28,380.3
521.7
27,223.6
0
1
1
0
0
16
0
1003_2801121
6
20
239
2,430
0
1,251
173
2
1,850
bus+train
4,471
2,669
551
26
352
658.8
28,863.7
981.2
27,223.6
0
1
1
0
0
16
0
1003_2801121
7
20
2,442
2,010
0
799
203
2
1,850
bus+train
5,754
4,452
503
26
274
601.7
29,044.8
5,689.9
22,753.2
0
1
1
0
0
16
0
1003_2801121
8
20
659
2,310
0
1,041
143
2
1,850
bus+train
4,656
2,969
646
26
477
772.2
28,176.4
1,647.2
25,757
0
1
1
0
0
16
0
1003_2801121
9
20
191
2,430
0
1,029
275
2
1,850
bus+train
4,334
2,621
684
26
383
816.7
28,793.3
753
27,223.6
0
1
1
0
0
16
0
1003_2801121
10
20
3,699
2,640
0
928
86
1
2,150
bus+train
7,593
6,339
326
26
214
388.9
41,012.7
10,891.5
29,732.2
0
1
1
0
0
16
0
1003_2801121
11
20
3,107
2,580
0
1,254
89
1
1,950
bus+train
7,386
5,687
445
26
330
532.7
32,793.9
7,666.5
24,594.7
0
1
1
0
0
16
0
1003_2801121
12
20
2,687
2,010
0
625
338
1
1,850
bus+train
6,016
4,697
694
26
330
831.7
29,565.6
5,980.7
22,753.2
0
1
1
0
0
16
0
1003_2801121
13
20
2,206
2,010
0
709
183
2
1,850
bus+train
5,606
4,216
681
26
472
815.9
28,893.6
5,324.4
22,753.2
0
1
1
0
0
16
0
1003_2801121
14
20
3,827
2,640
0
988
86
1
2,150
bus+train
7,950
6,467
495
26
383
590.3
41,386.4
11,063.8
29,732.2
0
1
1
0
0
16
0
1003_2801121
15
20
2,405
1,830
0
1,283
332
1
1,850
bus+train
6,259
4,235
741
26
383
886.7
29,958.6
8,904.4
20,167.5
0
1
1
0
0
16
0
1003_2801121
16
20
3,463
2,640
0
928
86
1
2,150
bus+train
7,609
6,103
578
26
466
691.4
40,712.5
10,288.9
29,732.2
0
1
1
0
0
16
0
1003_2801121
17
20
3,204
2,580
0
1,254
89
1
1,950
bus+train
7,622
5,784
584
26
469
699.5
33,106.7
7,812.4
24,594.7
0
1
1
0
0
16
0
1003_2801121
18
20
1,945
2,010
0
748
405
1
1,850
bus+train
5,606
3,955
903
26
472
1,082
28,862
5,026.8
22,753.2
0
1
1
0
0
16
0
1003_2801121
19
20
2,784
2,010
0
625
338
1
1,850
bus+train
6,252
4,794
833
26
469
998.5
29,878.4
6,126.6
22,753.2
0
1
1
0
0
16
0
1003_2801181
0
15
575
2,010
0
391
203
1
1,750
bus+train
3,208
2,585
232
26
3
275.8
24,712
1,683
22,753.2
0
1
1
0
44
52
0.846154
1003_2801181
1
15
467
2,010
0
431
203
2
1,750
bus+train
3,140
2,477
232
26
3
275.8
24,712
1,683
22,753.2
0
1
1
0
0
52
0
1003_2801181
2
15
348
2,010
0
415
338
1
1,750
bus+train
3,140
2,358
367
26
3
438.4
24,425
1,233.4
22,753.2
0
1
1
0
8
52
0.153846
1003_2801181
3
15
505
2,010
0
491
203
2
1,750
bus+train
3,366
2,515
360
26
131
428.9
24,979.8
1,797.7
22,753.2
0
1
1
0
0
52
0
1003_2801181
4
15
386
2,010
0
475
338
1
1,750
bus+train
3,366
2,396
495
26
131
591.5
24,692.8
1,348.1
22,753.2
0
1
1
0
0
52
0
1003_2801181
5
15
497
2,010
0
391
203
1
1,750
bus+train
3,479
2,507
581
26
352
695
24,817.3
1,369.1
22,753.2
0
1
1
0
0
52
0
1003_2801181
6
15
639
2,010
0
391
203
1
1,750
bus+train
3,619
2,649
579
26
350
692.5
25,438.2
1,992.5
22,753.2
0
1
1
0
0
52
0
1003_2801181
7
15
362
2,010
0
431
203
2
1,750
bus+train
3,384
2,372
581
26
352
695
24,817.3
1,369.1
22,753.2
0
1
1
0
0
52
0
1003_2801181
8
15
573
2,010
0
431
203
2
1,750
bus+train
3,593
2,583
579
26
350
692.5
25,438.4
1,992.6
22,753.2
0
1
1
0
0
52
0
1003_2801181
9
15
243
2,010
0
415
338
1
1,750
bus+train
3,384
2,253
716
26
352
857.6
24,530.3
919.5
22,753.2
0
1
1
0
0
52
0
1003_2801181
10
15
454
2,010
0
415
338
1
1,750
bus+train
3,593
2,464
714
26
350
855.1
25,151.4
1,543
22,753.2
0
1
1
0
0
52
0
1003_2801181
11
15
697
2,010
0
391
203
1
1,750
bus+train
3,831
2,707
733
26
504
876.9
25,823.5
2,193.4
22,753.2
0
1
1
0
0
52
0
1003_2801181
12
15
757
2,010
0
388
197
1
1,750
bus+train
3,908
2,767
753
26
530
901.4
25,509.9
1,855.3
22,753.2
0
1
1
0
0
52
0
1003_2801181
13
15
720
2,010
0
491
203
2
1,750
bus+train
3,982
2,730
761
26
532
909.8
25,853.4
2,190.4
22,753.2
0
1
1
0
0
52
0
1003_2801181
14
15
601
2,010
0
475
338
1
1,750
bus+train
3,982
2,611
896
26
532
1,072.4
25,566.4
1,740.8
22,753.2
0
1
1
0
0
52
0
1003_2801187
0
20
886
2,580
0
1,211
58
1
1,850
bus+train
4,763
3,466
86
26
2
100.9
27,299.8
2,604.1
24,594.7
0
1
1
0
6
19
0.315789
1003_2801187
1
20
198
2,950
0
519
247
2
1,850
bus+train
3,942
3,148
275
26
2
328
29,011.6
639.1
28,044.4
0
1
1
0
0
19
0
1003_2801187
2
20
1,450
2,010
0
842
203
1
1,850
bus+train
4,533
3,460
231
26
2
274.4
26,412.2
3,384.6
22,753.2
0
1
1
0
7
19
0.368421
1003_2801187
3
20
981
2,580
0
1,211
58
1
1,850
bus+train
5,051
3,561
279
26
195
332.9
27,705.2
2,777.6
24,594.7
0
1
1
0
0
19
0
1003_2801187
4
20
1,318
2,010
0
624
291
1
1,850
bus+train
4,271
3,328
319
26
2
380.6
26,868
3,734.2
22,753.2
0
1
1
0
6
19
0.315789
1003_2801187
5
20
835
2,580
0
1,271
58
1
1,850
bus+train
4,970
3,415
284
26
200
338.2
27,359
2,426.1
24,594.7
0
1
1
0
0
19
0
1003_2801187
6
20
1,544
2,010
0
842
203
1
1,850
bus+train
4,820
3,554
424
26
195
506.4
26,817.7
3,558.1
22,753.2
0
1
1
0
0
19
0
1003_2801187
7
20
2,551
1,830
0
640
63
1
1,850
bus+train
5,422
4,381
401
26
312
479.6
27,283.4
6,636.3
20,167.5
0
1
1
0
0
19
0
1003_2801187
8
20
1,373
2,010
0
624
291
1
1,850
bus+train
4,519
3,383
512
26
195
612.6
27,273.4
3,907.7
22,753.2
0
1
1
0
0
19
0
1003_2801187
9
20
290
2,950
0
519
247
2
1,850
bus+train
4,227
3,240
468
26
195
560
29,417
812.6
28,044.4
0
1
1
0
0
19
0
1003_2801187
10
20
1,301
2,010
0
902
203
1
1,850
bus+train
4,720
3,311
507
26
278
604.8
26,465.8
3,107.8
22,753.2
0
1
1
0
0
19
0
1003_2801187
11
20
813
2,580
0
615
89
1
1,850
bus+train
4,547
3,393
539
26
424
644
27,796.9
2,558.2
24,594.7
0
1
1
0
0
19
0
1003_2801187
12
20
1,145
2,010
0
598
197
1
1,850
bus+train
4,356
3,155
603
26
380
719.9
26,390.1
2,917
22,753.2
0
1
1
0
0
19
0
1003_2801187
13
20
118
2,950
0
579
247
2
1,850
bus+train
4,198
3,068
551
26
278
658.4
29,065.2
362.3
28,044.4
0
1
1
0
0
19
0