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_4100998
12
14
332
1,230
0
866
140
1
1,650
bus+train
3,136
1,562
708
26
542
847.7
16,565.8
826
14,892.1
0
1
1
0
0
51
0
1003_4100998
13
14
1,061
1,230
0
866
140
1
1,650
bus+train
3,865
2,291
708
26
542
847.8
17,753.1
2,013.2
14,892.1
0
1
1
0
0
51
0
1003_4101
0
7
2,596
420
0
453
115
1
1,750
bus+train
3,646
3,016
177
26
36
210.3
22,387.8
17,348.9
4,828.7
0
1
1
0
0
35
0
1003_4101
1
7
662
300
720
698
230
2
3,950
bus+train+gtx
2,868
1,682
488
26
232
582.5
27,726.6
5,934.7
3,033.1
18,176.4
1
1
1
0
35
0
1003_4101
2
7
3,262
0
0
42
0
0
1,700
bus_only
3,646
3,262
342
306
36
409.2
23,167.5
22,758.2
0
0
1
0
0
0
35
0
1003_4101
3
7
0
2,025
0
834
103
2
1,650
train_only
3,053
2,025
194
26
65
229.7
19,015.7
0
18,785.9
0
0
1
0
35
35
1
1003_4101
4
7
1,734
720
0
373
195
1
1,750
bus+train
3,084
2,454
257
26
36
306.6
20,670.9
12,967.1
7,397.3
0
1
1
0
0
35
0
1003_4101
5
7
662
1,650
0
1,075
104
1
1,750
bus+train
3,749
2,312
362
26
232
431.9
24,160.4
5,934.7
17,793.8
0
1
1
0
0
35
0
1003_4101
6
7
2,869
0
0
331
14
1
1,600
bus_only
3,785
2,869
585
306
265
698.2
20,160.3
19,462.1
0
0
1
0
0
0
35
0
1003_4101002
0
12
481
1,770
0
382
41
1
1,650
bus+train
2,701
2,251
68
26
1
78.8
17,897.9
1,158
16,661.1
0
1
1
0
14
15
0.933333
1003_4101002
1
12
228
1,770
0
241
282
1
1,650
bus+train
2,548
1,998
309
26
1
368.1
17,795.4
766.3
16,661.1
0
1
1
0
1
15
0.066667
1003_4101002
2
12
348
1,770
0
336
41
1
1,650
bus+train
2,815
2,118
361
26
294
430.2
18,020.6
929.2
16,661.1
0
1
1
0
0
15
0
1003_4101002
3
12
594
1,770
0
382
41
1
1,650
bus+train
3,089
2,364
343
26
276
408.9
18,472.7
1,402.7
16,661.1
0
1
1
0
0
15
0
1003_4101002
4
12
370
1,770
0
382
41
1
1,650
bus+train
2,867
2,140
345
26
278
411.3
17,983.5
911.1
16,661.1
0
1
1
0
0
15
0
1003_4101002
5
12
430
1,770
0
336
41
1
1,650
bus+train
2,956
2,200
420
26
353
500.4
18,352.4
1,190.8
16,661.1
0
1
1
0
0
15
0
1003_4101002
6
12
257
1,770
0
327
41
2
1,650
bus+train
2,771
2,027
417
26
350
498.1
18,088.4
929.2
16,661.1
0
1
1
0
0
15
0
1003_4101002
7
12
238
1,770
0
336
41
1
1,650
bus+train
2,838
2,008
494
26
427
589.8
17,983.5
732.6
16,661.1
0
1
1
0
0
15
0
1003_4101002
8
12
346
1,770
0
387
41
2
1,650
bus+train
2,923
2,116
420
26
353
500.4
18,352.4
1,190.8
16,661.1
0
1
1
0
0
15
0
1003_4101002
9
12
155
1,770
0
241
282
1
1,650
bus+train
2,731
1,925
565
26
257
675.2
17,874.3
538.1
16,661.1
0
1
1
0
0
15
0
1003_4101002
10
12
635
1,890
0
487
125
1
1,650
bus+train
3,516
2,525
504
26
353
602.5
20,596.5
2,197.4
17,796.6
0
1
1
0
0
15
0
1003_4101002
11
12
306
1,770
0
301
282
1
1,650
bus+train
3,035
2,076
658
26
350
786.4
18,526.7
1,079.2
16,661.1
0
1
1
0
0
15
0
1003_4101011
0
23
643
1,260
0
839
99
1
1,650
bus+train
2,868
1,903
126
26
1
149.3
16,223.9
1,182.4
14,892.1
0
1
1
0
29
30
0.966667
1003_4101011
1
23
489
1,260
0
839
99
1
1,650
bus+train
2,963
1,749
375
26
250
448.3
16,301.2
960.8
14,892.1
0
1
1
0
0
30
0
1003_4101011
2
23
1,510
1,500
0
645
31
1
1,650
bus+train
3,830
3,010
175
26
118
207.2
17,173.6
3,099.7
13,866.7
0
1
1
0
1
30
0.033333
1003_4101011
3
23
783
1,260
0
1,023
140
1
1,650
bus+train
3,350
2,043
284
26
118
338.7
16,800.6
1,569.8
14,892.1
0
1
1
0
0
30
0
1003_4101011
4
23
984
1,500
0
825
31
1
1,650
bus+train
3,599
2,484
290
26
233
346.2
16,867.3
2,654.4
13,866.7
0
1
1
0
0
30
0
1003_4101011
5
23
795
1,770
0
687
41
1
1,650
bus+train
3,552
2,565
300
26
233
357.8
18,737.1
1,718.2
16,661.1
0
1
1
0
0
30
0
1003_4101011
6
23
767
1,260
0
839
99
1
1,650
bus+train
3,224
2,027
358
26
233
428.1
16,710
1,389.8
14,892.1
0
1
1
0
0
30
0
1003_4101011
7
23
374
1,260
0
899
99
1
1,650
bus+train
3,027
1,634
494
26
369
590.8
16,303.8
820.9
14,892.1
0
1
1
0
0
30
0
1003_4101011
8
23
1,059
1,500
0
705
31
1
1,650
bus+train
3,707
2,559
443
26
386
529.1
16,751.6
2,355.8
13,866.7
0
1
1
0
0
30
0
1003_4101011
9
23
400
1,260
0
1,042
97
1
1,650
bus+train
3,211
1,660
509
26
386
608.1
16,379.7
879.5
14,892.1
0
1
1
0
0
30
0
1003_4101011
10
23
1,213
1,500
0
705
31
1
1,650
bus+train
3,859
2,713
441
26
384
525.8
17,043.3
2,650.8
13,866.7
0
1
1
0
0
30
0
1003_4101011
11
23
553
1,260
0
1,042
97
1
1,650
bus+train
3,362
1,813
507
26
384
604.8
16,671.4
1,174.4
14,892.1
0
1
1
0
0
30
0
1003_4101011
12
23
934
1,500
0
721
31
1
1,650
bus+train
3,645
2,434
490
26
433
586
16,594.6
2,142
13,866.7
0
1
1
0
0
30
0
1003_4101011
13
23
475
1,260
0
1,047
97
1
1,650
bus+train
3,338
1,735
556
26
433
665
16,495.8
938.6
14,892.1
0
1
1
0
0
30
0
1003_4101011
14
23
1,066
1,500
0
661
31
1
1,650
bus+train
3,738
2,566
511
26
454
611
16,985.3
2,507.5
13,866.7
0
1
1
0
0
30
0
1003_4101011
15
23
442
1,260
0
944
167
2
1,650
bus+train
3,190
1,702
544
26
351
650.2
16,594.8
1,052.5
14,892.1
0
1
1
0
0
30
0
1003_4101011
16
23
567
1,260
0
995
97
1
1,650
bus+train
3,399
1,827
577
26
454
690.1
16,907.1
1,324.9
14,892.1
0
1
1
0
0
30
0
1003_4101011
17
23
436
1,770
0
687
41
1
1,650
bus+train
3,465
2,206
572
26
505
684.2
18,334.2
988.9
16,661.1
0
1
1
0
0
30
0
1003_4101011
18
23
1,657
1,500
0
645
31
1
1,650
bus+train
4,317
3,157
515
26
458
615.7
17,890
3,407.5
13,866.7
0
1
1
0
0
30
0
1003_4101011
19
23
1,067
1,500
0
825
31
1
1,650
bus+train
3,951
2,567
559
26
502
668.1
17,427.6
2,892.9
13,866.7
0
1
1
0
0
30
0
1003_4101011
20
23
818
1,260
0
839
99
1
1,650
bus+train
3,544
2,078
627
26
502
750
17,270.4
1,628.2
14,892.1
0
1
1
0
0
30
0
1003_4101011
21
23
1,495
1,440
0
759
125
1
1,750
bus+train
4,262
2,935
568
26
417
679.2
21,600.5
3,481.1
17,440.1
0
1
1
0
0
30
0
1003_4101011
22
23
930
1,260
0
1,023
140
1
1,650
bus+train
3,837
2,190
624
26
458
747.2
17,517
1,877.7
14,892.1
0
1
1
0
0
30
0
1003_4101013
0
7
519
1,440
0
460
99
1
1,650
bus+train
2,544
1,959
125
26
0
148.7
15,994.5
820.9
15,024.9
0
1
1
0
14
14
1
1003_4101013
1
7
175
1,440
0
513
99
1
1,650
bus+train
2,558
1,615
430
26
305
512.8
16,124.9
587.2
15,024.9
0
1
1
0
0
14
0
1003_4101013
2
7
357
1,440
0
520
99
1
1,650
bus+train
2,619
1,797
302
26
177
359.8
16,006.4
621.7
15,024.9
0
1
1
0
0
14
0
1003_4101013
3
7
258
1,440
0
520
99
1
1,650
bus+train
2,638
1,698
420
26
295
502.5
16,190.9
663.5
15,024.9
0
1
1
0
0
14
0
1003_4101013
4
7
339
1,440
0
580
99
1
1,650
bus+train
2,875
1,779
516
26
391
616.7
16,514.9
873.4
15,024.9
0
1
1
0
0
14
0
1003_4101013
5
7
308
1,440
0
710
140
1
1,650
bus+train
3,011
1,748
553
26
387
661.4
16,512.2
826
15,024.9
0
1
1
0
0
14
0
1003_4101013
6
7
337
1,440
0
728
99
1
1,650
bus+train
3,116
1,777
611
26
486
731.2
16,678.3
922.3
15,024.9
0
1
1
0
0
14
0
1003_4101014
0
23
331
1,620
0
964
99
1
1,650
bus+train
3,041
1,951
126
26
1
149.2
15,987.8
621.7
15,216.9
0
1
1
0
6
22
0.272727
1003_4101014
1
23
124
1,560
0
712
99
2
1,650
bus+train
2,702
1,684
306
26
181
364.8
16,168.8
587.2
15,216.9
0
1
1
0
0
22
0
1003_4101014
2
23
258
1,560
0
760
99
2
1,650
bus+train
2,704
1,818
126
26
1
149.2
15,987.8
621.7
15,216.9
0
1
1
0
16
22
0.727273
1003_4101014
3
23
190
1,560
0
815
99
2
1,650
bus+train
2,772
1,750
207
26
82
245.9
16,126.3
663.5
15,216.9
0
1
1
0
0
22
0
1003_4101014
4
23
209
1,620
0
1,284
99
1
1,650
bus+train
3,320
1,829
207
26
82
245.9
16,126.3
663.5
15,216.9
0
1
1
0
0
22
0
1003_4101014
5
23
180
1,620
0
1,096
99
1
1,650
bus+train
3,180
1,800
284
26
159
338.2
16,142.2
587.2
15,216.9
0
1
1
0
0
22
0
1003_4101014
6
23
402
1,620
0
966
99
1
1,650
bus+train
3,337
2,022
349
26
224
417.2
16,455
820.9
15,216.9
0
1
1
0
0
22
0
1003_4101014
7
23
359
1,710
0
675
41
2
1,650
bus+train
3,092
2,069
348
26
281
414.4
17,910.7
835.2
16,661.1
0
1
1
0
0
22
0
1003_4101014
8
23
370
1,560
0
760
99
2
1,650
bus+train
3,039
1,930
349
26
224
417.2
16,455
820.9
15,216.9
0
1
1
0
0
22
0
1003_4101014
9
23
353
1,770
0
1,038
41
1
1,650
bus+train
3,509
2,123
348
26
281
414.4
17,910.7
835.2
16,661.1
0
1
1
0
0
22
0
1003_4101014
10
23
514
1,560
0
631
97
2
1,650
bus+train
3,101
2,074
396
26
273
472.4
16,863.8
1,174.4
15,216.9
0
1
1
0
0
22
0
1003_4101014
11
23
439
1,560
0
635
140
2
1,650
bus+train
3,073
1,999
439
26
273
524.9
16,862.8
1,121
15,216.9
0
1
1
0
0
22
0
1003_4101014
12
23
200
1,620
0
984
81
1
1,650
bus+train
3,284
1,820
480
26
373
574
16,382.8
591.9
15,216.9
0
1
1
0
0
22
0
1003_4101014
13
23
198
1,560
0
838
81
2
1,650
bus+train
3,076
1,758
480
26
373
574
16,382.8
591.9
15,216.9
0
1
1
0
0
22
0
1003_4101014
14
23
269
1,560
0
815
99
2
1,650
bus+train
3,124
1,829
480
26
355
573.8
16,713
922.3
15,216.9
0
1
1
0
0
22
0
1003_4101014
15
23
461
1,620
0
966
99
1
1,650
bus+train
3,550
2,081
503
26
378
601.1
16,778.8
960.8
15,216.9
0
1
1
0
0
22
0
1003_4101014
16
23
109
1,620
0
984
81
1
1,650
bus+train
3,270
1,729
557
26
450
665.7
16,280.8
398.3
15,216.9
0
1
1
0
0
22
0
1003_4101014
17
23
266
1,710
0
643
135
2
1,650
bus+train
3,141
1,976
522
26
361
624
18,200.2
915.1
16,661.1
0
1
1
0
0
22
0
1003_4101014
18
23
111
1,560
0
838
81
2
1,650
bus+train
3,066
1,671
557
26
450
665.7
16,280.8
398.3
15,216.9
0
1
1
0
0
22
0
1003_4101014
19
23
273
1,770
0
1,038
41
1
1,650
bus+train
3,644
2,043
563
26
496
672.2
17,933.1
599.8
16,661.1
0
1
1
0
0
22
0
1003_4101014
20
23
184
1,710
0
643
135
2
1,650
bus+train
3,113
1,894
576
26
415
688.5
18,045
695.4
16,661.1
0
1
1
0
0
22
0
1003_4101014
21
23
171
1,770
0
1,041
135
1
1,650
bus+train
3,558
1,941
576
26
415
688.5
18,045
695.4
16,661.1
0
1
1
0
0
22
0
1003_4101014
22
23
295
1,620
0
984
81
1
1,650
bus+train
3,518
1,915
619
26
512
740
16,793.6
836.7
15,216.9
0
1
1
0
0
22
0
1003_4101070
0
12
530
2,160
0
443
22
1
1,750
bus+train
3,182
2,690
49
26
1
57.1
21,593.2
1,143.8
20,392.3
0
1
1
0
23
23
1
1003_4101070
1
12
286
2,160
0
252
176
1
1,750
bus+train
2,981
2,446
283
26
81
337
21,540.8
811.6
20,392.3
0
1
1
0
0
23
0
1003_4101070
2
12
505
2,160
0
384
33
1
1,750
bus+train
3,221
2,665
172
26
113
203
21,509
913.8
20,392.3
0
1
1
0
0
23
0
1003_4101070
3
12
219
2,160
0
312
176
1
1,750
bus+train
3,004
2,379
313
26
111
372.4
21,403.5
638.8
20,392.3
0
1
1
0
0
23
0
1003_4101070
4
12
640
2,160
0
324
33
1
1,750
bus+train
3,453
2,800
329
26
270
392.1
22,015.4
1,231.1
20,392.3
0
1
1
0
0
23
0
1003_4101070
5
12
213
2,160
0
320
22
1
1,750
bus+train
3,094
2,373
401
26
353
479.8
21,789.5
917.5
20,392.3
0
1
1
0
0
23
0
1003_4101070
6
12
371
2,160
0
561
34
1
1,750
bus+train
3,486
2,531
394
26
334
469.9
21,682.8
820.7
20,392.3
0
1
1
0
0
23
0
1003_4101070
7
12
131
2,160
0
252
176
1
1,750
bus+train
3,079
2,291
536
26
334
640.9
21,414.7
381.6
20,392.3
0
1
1
0
0
23
0
1003_4101070
8
12
404
2,160
0
503
22
1
1,750
bus+train
3,566
2,564
499
26
451
597
21,710.5
721.3
20,392.3
0
1
1
0
0
23
0
1003_4101070
9
12
378
2,160
0
252
176
1
1,750
bus+train
3,361
2,538
571
26
369
683.2
22,146.1
1,070.7
20,392.3
0
1
1
0
0
23
0
1003_4101070
10
12
304
2,160
0
561
34
1
1,750
bus+train
3,573
2,464
548
26
488
655.3
21,718.8
671.2
20,392.3
0
1
1
0
0
23
0
1003_4101070
11
12
64
2,160
0
252
176
1
1,750
bus+train
3,166
2,224
690
26
488
826.3
21,450.7
232.1
20,392.3
0
1
1
0
0
23
0
1003_4101172
0
19
998
1,620
0
392
117
1
1,650
bus+train
3,154
2,618
144
26
1
170.2
19,992.8
2,249.7
17,572.9
0
1
1
0
14
16
0.875
1003_4101172
1
19
0
1,990
0
564
51
1
1,650
train_only
2,842
1,990
288
26
211
343.6
19,241.4
0
18,897.9
0
0
1
0
0
16
0
1003_4101172
2
19
1,887
1,440
0
444
102
1
1,750
bus+train
4,027
3,327
256
26
128
305.5
23,077.3
7,747
15,024.9
0
1
1
0
0
16
0
1003_4101172
3
19
1,941
1,440
0
444
102
1
1,750
bus+train
4,083
3,381
258
26
130
308
23,291.8
7,958.9
15,024.9
0
1
1
0
0
16
0
1003_4101172
4
19
1,840
1,440
0
444
102
1
1,750
bus+train
4,073
3,280
349
26
221
416.5
23,007.8
7,566.4
15,024.9
0
1
1
0
0
16
0
1003_4101172
5
19
893
1,620
0
392
117
1
1,650
bus+train
3,365
2,513
460
26
317
549.1
20,090.8
1,968.9
17,572.9
0
1
1
0
0
16
0
1003_4101172
6
19
1,736
1,770
0
413
19
1
1,650
bus+train
4,274
3,506
355
26
310
424.5
20,305
3,219.4
16,661.1
0
1
1
0
0
16
0
1003_4101172
7
19
512
2,040
0
1,234
111
1
1,750
bus+train
4,119
2,552
333
26
196
397.8
21,874.9
2,079.2
19,398
0
1
1
0
0
16
0
1003_4101172
8
19
1,687
1,830
0
580
22
1
1,750
bus+train
4,436
3,517
339
26
291
404.7
24,348.8
3,776.6
20,167.5
0
1
1
0
0
16
0
1003_4101172
9
19
1,598
1,770
0
413
19
1
1,650
bus+train
4,186
3,368
405
26
360
484.3
20,157.1
3,011.7
16,661.1
0
1
1
0
0
16
0
1003_4101172
10
19
478
2,040
0
1,234
111
1
1,750
bus+train
4,158
2,518
406
26
269
485.3
21,847.5
1,964.3
19,398
0
1
1
0
0
16
0
1003_4101172
11
19
1,493
1,770
0
473
19
1
1,650
bus+train
4,209
3,263
473
26
428
565.8
20,033.8
2,806.9
16,661.1
0
1
1
0
0
16
0
1003_4101172
12
19
1,216
1,620
0
673
192
1
1,750
bus+train
3,996
2,836
487
26
269
581.7
21,180.8
3,026.1
17,572.9
0
1
1
0
0
16
0
1003_4101172
13
19
891
1,620
0
973
192
1
1,650
bus+train
4,062
2,511
578
26
360
691.1
20,178
1,914
17,572.9
0
1
1
0
0
16
0