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_4100927
12
14
719
1,620
0
323
195
1
1,650
bus+train
3,336
2,339
674
26
453
805.8
20,260.4
1,881.7
17,572.9
0
1
1
0
0
20
0
1003_4100927
13
14
792
1,620
0
316
195
1
1,650
bus+train
3,419
2,412
691
26
470
826.5
19,909.7
1,510.3
17,572.9
0
1
1
0
0
20
0
1003_4100930
0
20
895
1,770
0
640
49
1
1,650
bus+train
3,381
2,665
76
26
1
88.9
19,064.2
2,314.2
16,661.1
0
1
1
0
10
19
0.526316
1003_4100930
1
20
443
1,620
0
532
195
1
1,650
bus+train
2,817
2,063
222
26
1
263.7
19,002.4
1,165.8
17,572.9
0
1
1
0
6
19
0.315789
1003_4100930
2
20
605
1,620
0
729
125
1
1,650
bus+train
3,106
2,225
152
26
1
179.9
19,028
1,275.2
17,572.9
0
1
1
0
0
19
0
1003_4100930
3
20
858
1,830
0
734
22
2
1,750
bus+train
3,808
2,688
386
26
338
460.9
22,809.7
2,181.3
20,167.5
0
1
1
0
0
19
0
1003_4100930
4
20
796
1,770
0
640
49
1
1,650
bus+train
3,599
2,566
393
26
318
469.9
19,162.4
2,031.4
16,661.1
0
1
1
0
0
19
0
1003_4100930
5
20
935
1,620
0
604
125
1
1,650
bus+train
3,582
2,555
423
26
272
505.2
19,697.8
1,619.7
17,572.9
0
1
1
0
0
19
0
1003_4100930
6
20
538
1,620
0
604
125
1
1,650
bus+train
3,231
2,158
469
26
318
560.9
19,126.2
992.5
17,572.9
0
1
1
0
0
19
0
1003_4100930
7
20
621
1,620
0
604
125
1
1,650
bus+train
3,308
2,241
463
26
312
553.5
19,269.9
1,143.6
17,572.9
0
1
1
0
0
19
0
1003_4100930
8
20
992
1,770
0
640
49
1
1,650
bus+train
3,821
2,762
419
26
344
501.2
19,781.9
2,619.6
16,661.1
0
1
1
0
0
19
0
1003_4100930
9
20
348
1,620
0
532
195
1
1,650
bus+train
3,039
1,968
539
26
318
644.6
19,100.6
883.1
17,572.9
0
1
1
0
0
19
0
1003_4100930
10
20
880
1,620
0
604
125
1
1,650
bus+train
3,592
2,500
488
26
337
583.1
19,686.5
1,530.5
17,572.9
0
1
1
0
0
19
0
1003_4100930
11
20
704
1,620
0
729
125
1
1,650
bus+train
3,548
2,324
495
26
344
592.2
19,745.7
1,580.6
17,572.9
0
1
1
0
0
19
0
1003_4100930
12
20
316
1,620
0
715
117
1
1,650
bus+train
3,195
1,936
544
26
401
650.5
18,783.4
560
17,572.9
0
1
1
0
0
19
0
1003_4100930
13
20
476
1,620
0
994
117
1
1,650
bus+train
3,585
2,096
495
26
352
591.8
19,011.3
846.6
17,572.9
0
1
1
0
3
19
0.157895
1003_4100930
14
20
999
1,620
0
604
125
1
1,650
bus+train
3,726
2,619
503
26
352
601.5
19,921.4
1,747
17,572.9
0
1
1
0
0
19
0
1003_4100930
15
20
540
1,620
0
532
195
1
1,650
bus+train
3,257
2,160
565
26
344
676
19,720.1
1,471.2
17,572.9
0
1
1
0
0
19
0
1003_4100930
16
20
700
1,620
0
604
125
1
1,650
bus+train
3,504
2,320
580
26
429
694.1
19,562.7
1,295.7
17,572.9
0
1
1
0
0
19
0
1003_4100930
17
20
786
1,620
0
604
125
1
1,650
bus+train
3,654
2,406
644
26
493
770.1
19,733
1,390
17,572.9
0
1
1
0
0
19
0
1003_4100930
18
20
1,065
1,770
0
640
49
1
1,650
bus+train
4,070
2,835
595
26
520
711.8
20,150
2,777.1
16,661.1
0
1
1
0
0
19
0
1003_4100930
19
20
775
1,620
0
729
125
1
1,650
bus+train
3,795
2,395
671
26
520
802.7
20,113.8
1,738.2
17,572.9
0
1
1
0
0
19
0
1003_4100932
0
7
495
1,620
0
335
125
1
1,650
bus+train
2,602
2,115
152
26
1
179.9
18,745.3
992.5
17,572.9
0
1
1
0
26
26
1
1003_4100932
1
7
262
1,620
0
385
117
1
1,650
bus+train
2,724
1,882
457
26
314
545.3
18,678.2
560
17,572.9
0
1
1
0
0
26
0
1003_4100932
2
7
536
1,620
0
402
125
1
1,650
bus+train
2,880
2,156
322
26
171
383.7
19,100.2
1,143.6
17,572.9
0
1
1
0
0
26
0
1003_4100932
3
7
408
1,620
0
395
125
1
1,650
bus+train
2,822
2,028
399
26
248
475.5
18,814.8
766.4
17,572.9
0
1
1
0
0
26
0
1003_4100932
4
7
597
1,620
0
335
125
1
1,650
bus+train
3,022
2,217
470
26
319
561.6
19,409.7
1,275.2
17,572.9
0
1
1
0
0
26
0
1003_4100932
5
7
615
1,620
0
402
125
1
1,650
bus+train
3,125
2,235
488
26
337
583.4
19,452
1,295.7
17,572.9
0
1
1
0
0
26
0
1003_4100932
6
7
316
1,620
0
335
125
1
1,650
bus+train
2,895
1,936
624
26
473
746.2
18,891.5
572.4
17,572.9
0
1
1
0
0
26
0
1003_4100934
0
9
283
1,890
0
612
125
1
1,650
bus+train
2,937
2,173
152
26
1
180.2
18,743.2
766.4
17,796.6
0
1
1
0
14
22
0.636364
1003_4100934
1
9
226
1,890
0
612
125
1
1,650
bus+train
3,098
2,116
370
26
219
441.7
18,810.8
572.4
17,796.6
0
1
1
0
0
22
0
1003_4100934
2
9
526
1,770
0
792
49
1
1,650
bus+train
3,382
2,296
294
26
219
350.7
18,623.3
1,611.4
16,661.1
0
1
1
0
8
22
0.363636
1003_4100934
3
9
340
1,890
0
612
125
1
1,650
bus+train
3,248
2,230
406
26
255
484.4
19,273.5
992.5
17,796.6
0
1
1
0
0
22
0
1003_4100934
4
9
473
1,770
0
792
49
1
1,650
bus+train
3,464
2,243
429
26
354
512.2
18,609.5
1,436.1
16,661.1
0
1
1
0
0
22
0
1003_4100934
5
9
173
1,890
0
612
125
1
1,650
bus+train
3,180
2,063
505
26
354
603.2
18,797
397.1
17,796.6
0
1
1
0
0
22
0
1003_4100934
6
9
397
1,890
0
612
125
1
1,650
bus+train
3,396
2,287
497
26
346
593.9
19,534.1
1,143.6
17,796.6
0
1
1
0
0
22
0
1003_4100934
7
9
458
1,890
0
612
125
1
1,650
bus+train
3,560
2,348
600
26
449
717.7
19,810.1
1,295.7
17,796.6
0
1
1
0
0
22
0
1003_4100934
8
9
519
1,890
0
612
125
1
1,650
bus+train
3,720
2,409
699
26
548
837.1
20,023.7
1,390
17,796.6
0
1
1
0
0
22
0
1003_4100942
0
8
497
1,770
0
535
41
1
1,650
bus+train
2,870
2,267
68
26
1
79
18,169.6
1,429.5
16,661.1
0
1
1
0
39
39
1
1003_4100942
1
8
153
1,770
0
576
41
1
1,650
bus+train
2,963
1,923
464
26
397
553.5
17,796.9
582.3
16,661.1
0
1
1
0
0
39
0
1003_4100942
2
8
566
1,770
0
535
41
1
1,650
bus+train
3,084
2,336
213
26
146
252.8
18,472.4
1,558.4
16,661.1
0
1
1
0
0
39
0
1003_4100942
3
8
412
1,770
0
535
41
1
1,650
bus+train
3,017
2,182
300
26
233
357.3
18,240.8
1,222.5
16,661.1
0
1
1
0
0
39
0
1003_4100942
4
8
230
1,770
0
576
41
1
1,650
bus+train
3,022
2,000
446
26
379
532
17,925.7
732.6
16,661.1
0
1
1
0
0
39
0
1003_4100942
5
8
340
1,770
0
576
41
1
1,650
bus+train
3,138
2,110
452
26
385
538.9
18,129.2
929.2
16,661.1
0
1
1
0
0
39
0
1003_4100942
6
8
235
1,770
0
535
41
1
1,650
bus+train
3,152
2,005
612
26
545
731.9
17,992.9
599.8
16,661.1
0
1
1
0
0
39
0
1003_4100942
7
8
662
1,620
0
439
99
2
1,650
bus+train
3,341
2,282
620
26
495
741.9
17,548.4
1,589.6
15,216.9
0
1
1
0
0
39
0
1003_4100945
0
13
417
1,770
0
457
41
1
1,650
bus+train
2,712
2,187
68
26
1
79
17,962.5
1,222.5
16,661.1
0
1
1
0
0
66
0
1003_4100945
1
13
321
1,620
0
620
99
1
1,650
bus+train
2,687
1,941
126
26
1
149.3
16,626.9
1,260.7
15,216.9
0
1
1
0
11
66
0.166667
1003_4100945
2
13
495
1,770
0
457
41
1
1,650
bus+train
3,022
2,265
300
26
233
357.3
18,447.9
1,429.5
16,661.1
0
1
1
0
0
66
0
1003_4100945
3
13
411
1,620
0
620
99
1
1,650
bus+train
3,009
2,031
358
26
233
427.6
17,112.3
1,467.8
15,216.9
0
1
1
0
0
66
0
1003_4100945
4
13
558
1,770
0
457
41
1
1,650
bus+train
3,216
2,328
431
26
364
514.6
18,734.1
1,558.4
16,661.1
0
1
1
0
0
66
0
1003_4100945
5
13
245
1,770
0
457
41
1
1,650
bus+train
2,942
2,015
470
26
403
561.3
17,822.2
599.8
16,661.1
0
1
1
0
0
66
0
1003_4100945
6
13
314
1,770
0
457
41
1
1,650
bus+train
3,045
2,084
504
26
437
601.8
18,098.1
835.2
16,661.1
0
1
1
0
0
66
0
1003_4100945
7
13
190
1,770
0
457
41
1
1,650
bus+train
2,976
1,960
559
26
492
667.8
17,791.5
462.6
16,661.1
0
1
1
0
0
66
0
1003_4100945
8
13
225
1,620
0
620
99
1
1,650
bus+train
3,027
1,845
562
26
437
672.1
16,762.4
873.4
15,216.9
0
1
1
0
0
66
0
1003_4100945
9
13
587
1,620
0
667
97
1
1,650
bus+train
3,406
2,207
532
26
409
635.7
17,314.4
1,461.8
15,216.9
0
1
1
0
44
66
0.666667
1003_4100945
10
13
540
1,620
0
511
140
1
1,650
bus+train
3,246
2,160
575
26
409
688.1
17,313.4
1,408.3
15,216.9
0
1
1
0
11
66
0.166667
1003_4100945
11
13
615
1,770
0
457
41
1
1,650
bus+train
3,416
2,385
574
26
507
686.7
19,097.4
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16,661.1
0
1
1
0
0
66
0
1003_4100945
12
13
493
1,620
0
620
99
1
1,650
bus+train
3,338
2,113
605
26
480
724.3
17,660.7
1,719.6
15,216.9
0
1
1
0
0
66
0
1003_4100947
0
15
467
1,770
0
364
41
1
1,650
bus+train
2,688
2,237
87
26
20
101.8
17,751.8
988.9
16,661.1
0
1
1
0
0
31
0
1003_4100947
1
15
353
1,770
0
225
41
1
1,650
bus+train
2,585
2,123
237
26
170
282.3
17,778.6
835.2
16,661.1
0
1
1
0
0
31
0
1003_4100947
2
15
664
1,620
0
216
97
1
1,650
bus+train
2,624
2,284
124
26
1
146.4
16,825.1
1,461.8
15,216.9
0
1
1
0
31
31
1
1003_4100947
3
15
294
1,620
0
472
99
1
1,650
bus+train
2,770
1,914
384
26
259
459.1
16,297.7
621.7
15,216.9
0
1
1
0
0
31
0
1003_4100947
4
15
196
1,620
0
569
99
1
1,650
bus+train
2,768
1,816
383
26
258
458.1
16,338.5
663.5
15,216.9
0
1
1
0
0
31
0
1003_4100947
5
15
417
1,620
0
472
99
1
1,650
bus+train
2,899
2,037
390
26
265
466
16,503.8
820.9
15,216.9
0
1
1
0
0
31
0
1003_4100947
6
15
534
1,620
0
276
97
1
1,650
bus+train
2,865
2,154
435
26
312
518.4
16,909.7
1,174.4
15,216.9
0
1
1
0
0
31
0
1003_4100947
7
15
629
1,770
0
304
41
1
1,650
bus+train
3,100
2,399
397
26
330
473.8
18,424.1
1,289.3
16,661.1
0
1
1
0
0
31
0
1003_4100947
8
15
273
1,770
0
285
41
1
1,650
bus+train
2,792
2,043
464
26
397
554
17,815
599.8
16,661.1
0
1
1
0
0
31
0
1003_4100947
9
15
462
1,770
0
285
41
1
1,650
bus+train
2,989
2,232
472
26
405
563.6
18,447.2
1,222.5
16,661.1
0
1
1
0
0
31
0
1003_4100947
10
15
508
1,620
0
472
99
1
1,650
bus+train
3,055
2,128
455
26
330
544.1
16,721.8
960.8
15,216.9
0
1
1
0
0
31
0
1003_4100947
11
15
180
1,620
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466
99
1
1,650
bus+train
2,795
1,800
529
26
404
632.7
16,436.8
587.2
15,216.9
0
1
1
0
0
31
0
1003_4100947
12
15
261
1,770
0
234
143
1
1,650
bus+train
2,811
2,031
546
26
377
652.9
18,342.1
1,028.1
16,661.1
0
1
1
0
0
31
0
1003_4100947
13
15
209
1,770
0
225
41
1
1,650
bus+train
2,831
1,979
627
26
560
749.2
17,872.9
462.6
16,661.1
0
1
1
0
0
31
0
1003_4100947
14
15
193
1,770
0
265
135
1
1,650
bus+train
2,938
1,963
710
26
549
849.6
18,206.1
695.4
16,661.1
0
1
1
0
0
31
0
1003_4100948
0
11
471
1,440
0
665
97
1
1,650
bus+train
2,700
1,911
124
26
1
146.4
16,345.7
1,174.4
15,024.9
0
1
1
0
27
27
1
1003_4100948
1
11
350
1,440
0
670
99
1
1,650
bus+train
2,648
1,790
188
26
63
223.6
16,069.4
820.9
15,024.9
0
1
1
0
0
27
0
1003_4100948
2
11
427
1,440
0
670
99
1
1,650
bus+train
2,801
1,867
264
26
139
314.8
16,300.5
960.8
15,024.9
0
1
1
0
0
27
0
1003_4100948
3
11
143
1,440
0
731
99
1
1,650
bus+train
2,715
1,583
401
26
276
478.8
16,167.2
663.5
15,024.9
0
1
1
0
0
27
0
1003_4100948
4
11
262
1,440
0
670
99
1
1,650
bus+train
2,770
1,702
398
26
273
475.6
16,122.2
621.7
15,024.9
0
1
1
0
0
27
0
1003_4100948
5
11
350
1,440
0
725
97
1
1,650
bus+train
2,964
1,790
449
26
326
535.4
16,439.8
879.5
15,024.9
0
1
1
0
0
27
0
1003_4100948
6
11
514
1,440
0
670
99
1
1,650
bus+train
3,133
1,954
509
26
384
609.1
16,816.5
1,182.4
15,024.9
0
1
1
0
0
27
0
1003_4100948
7
11
174
1,440
0
734
99
1
1,650
bus+train
2,900
1,614
552
26
427
660.2
16,272.2
587.2
15,024.9
0
1
1
0
0
27
0
1003_4100948
8
11
314
1,770
0
675
41
1
1,650
bus+train
3,276
2,084
517
26
450
617.8
18,114.1
835.2
16,661.1
0
1
1
0
0
27
0
1003_4100948
9
11
212
1,440
0
731
99
1
1,650
bus+train
3,029
1,652
646
26
521
772.4
16,719.6
922.3
15,024.9
0
1
1
0
0
27
0
1003_4100948
10
11
266
1,440
0
665
97
1
1,650
bus+train
3,044
1,706
673
26
550
805.5
16,489.4
659
15,024.9
0
1
1
0
0
27
0
1003_4100951
0
8
400
1,260
0
545
97
1
1,650
bus+train
2,329
1,660
124
26
1
146.2
15,917.8
879.5
14,892.1
0
1
1
0
21
21
1
1003_4100951
1
8
311
1,260
0
545
97
1
1,650
bus+train
2,487
1,571
371
26
248
443.2
15,994.3
659
14,892.1
0
1
1
0
0
21
0
1003_4100951
2
8
337
1,260
0
550
97
1
1,650
bus+train
2,526
1,597
379
26
256
452.6
16,132.3
787.5
14,892.1
0
1
1
0
0
21
0
1003_4100951
3
8
489
1,260
0
462
99
1
1,650
bus+train
2,661
1,749
450
26
325
536.9
16,389.8
960.8
14,892.1
0
1
1
0
0
21
0
1003_4100951
4
8
374
1,260
0
462
99
1
1,650
bus+train
2,593
1,634
497
26
372
593.1
16,306.1
820.9
14,892.1
0
1
1
0
0
21
0
1003_4100951
5
8
285
1,260
0
550
97
1
1,650
bus+train
2,690
1,545
595
26
472
711.7
16,184.4
580.6
14,892.1
0
1
1
0
0
21
0
1003_4100951
6
8
183
1,260
0
558
97
1
1,650
bus+train
2,644
1,443
643
26
520
769.5
16,044
382.3
14,892.1
0
1
1
0
0
21
0
1003_4100951
7
8
394
1,260
0
558
97
1
1,650
bus+train
2,836
1,654
624
26
501
746.2
16,455.4
817
14,892.1
0
1
1
0
0
21
0
1003_4100953
0
7
316
1,440
0
246
97
1
1,650
bus+train
2,126
1,756
124
26
1
146.2
15,830.1
659
15,024.9
0
1
1
0
19
19
1
1003_4100953
1
7
358
1,440
0
237
97
1
1,650
bus+train
2,226
1,798
191
26
68
227.1
16,039.5
787.5
15,024.9
0
1
1
0
0
19
0
1003_4100953
2
7
309
1,440
0
237
97
1
1,650
bus+train
2,333
1,749
347
26
224
414.5
16,020
580.6
15,024.9
0
1
1
0
0
19
0
1003_4100953
3
7
519
1,440
0
237
97
1
1,650
bus+train
2,545
1,959
349
26
226
416.1
16,379.6
938.6
15,024.9
0
1
1
0
0
19
0
1003_4100953
4
7
405
1,440
0
246
97
1
1,650
bus+train
2,462
1,845
371
26
248
443.2
16,347.5
879.5
15,024.9
0
1
1
0
0
19
0
1003_4100953
5
7
197
1,440
0
246
97
1
1,650
bus+train
2,318
1,637
435
26
312
519.7
15,926.9
382.3
15,024.9
0
1
1
0
0
19
0
1003_4100953
6
7
413
1,440
0
358
97
1
1,650
bus+train
2,656
1,853
445
26
322
531.6
16,373.5
817
15,024.9
0
1
1
0
0
19
0