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_1261
0
18
0
180
0
618
0
0
1,550
train_only
844
180
46
26
20
53.9
1,053.9
0
999.9
0
0
1
0
657
657
1
1003_1261
1
18
302
0
0
281
0
0
1,500
bus_only
1,028
302
445
343
102
532.6
2,144.6
1,612
0
0
1
0
0
0
657
0
1003_1261
2
18
334
0
0
385
0
1
1,500
bus_only
1,028
334
309
207
102
369.6
2,516.2
2,146.6
0
0
1
0
0
0
657
0
1003_1261
3
18
182
0
0
556
0
0
1,500
bus_only
1,188
182
450
207
243
538.3
1,800.8
1,262.5
0
0
1
0
0
0
657
0
1003_1261
4
18
128
120
0
401
103
1
1,550
bus+train
1,083
248
434
26
305
518.7
2,917.9
1,020.7
1,378.4
0
1
1
0
0
657
0
1003_1261
5
18
255
0
0
445
0
1
1,500
bus_only
1,150
255
450
207
243
538.3
2,395.8
1,857.4
0
0
1
0
0
0
657
0
1003_1261
6
18
129
0
0
496
0
0
1,500
bus_only
1,144
129
519
207
312
622
1,621.8
999.8
0
0
1
0
0
0
657
0
1003_1261
7
18
223
0
0
341
0
0
1,500
bus_only
1,150
223
586
343
243
701.3
2,024.1
1,322.8
0
0
1
0
0
0
657
0
1003_1261
8
18
202
0
0
385
0
1
1,500
bus_only
1,106
202
519
207
312
622
2,216.8
1,594.8
0
0
1
0
0
0
657
0
1003_1261
9
18
406
0
0
556
0
0
1,500
bus_only
1,541
406
579
207
372
693.7
2,509.4
1,815.7
0
0
1
0
0
0
657
0
1003_1261
10
18
68
120
0
401
103
1
1,550
bus+train
1,154
188
565
26
436
675.5
2,637.9
583.9
1,378.4
0
1
1
0
0
657
0
1003_1261
11
18
170
0
0
281
0
0
1,500
bus_only
1,106
170
655
343
312
785
1,845.1
1,060.2
0
0
1
0
0
0
657
0
1003_1261
12
18
93
0
0
365
0
0
1,500
bus_only
1,135
93
677
323
354
811.3
1,688.9
877.7
0
0
1
0
0
0
657
0
1003_1261
13
18
479
0
0
385
0
1
1,500
bus_only
1,446
479
582
207
375
697.8
3,108.4
2,410.6
0
0
1
0
0
0
657
0
1003_1261
14
18
175
0
0
425
0
0
1,500
bus_only
1,287
175
687
323
364
822
1,930.7
1,108.8
0
0
1
0
0
0
657
0
1003_1261
15
18
447
0
0
281
0
0
1,500
bus_only
1,446
447
718
343
375
860.7
2,736.7
1,876
0
0
1
0
0
0
657
0
1003_1261
16
18
158
0
0
385
0
1
1,500
bus_only
1,238
158
695
207
488
832.8
2,151.6
1,318.8
0
0
1
0
0
0
657
0
1003_1261
17
18
80
0
0
556
0
0
1,500
bus_only
1,423
80
787
207
580
942.2
1,709.5
767.3
0
0
1
0
0
0
657
0
1003_1265
0
2
0
780
0
368
0
0
1,550
train_only
1,239
780
91
26
65
108.2
6,473.5
0
6,365.3
0
0
1
0
1,833
1,835
1
1003_1265
1
2
1,729
0
0
248
0
0
1,500
bus_only
3,235
1,729
1,258
344
914
1,507.2
11,823.3
10,316.1
0
0
1
0
0
0
1,835
0
1003_1268
0
5
0
1,260
0
1,382
0
0
1,550
train_only
2,677
1,260
35
26
9
40.4
12,068.9
0
12,028.5
0
0
1
0
0
259
0.2
1003_1268
1
5
0
1,560
0
962
0
1
1,650
train_only
2,557
1,560
35
26
9
40.4
18,109
0
18,068.6
0
0
1
0
0
259
0.2
1003_1268
2
5
784
780
0
1,022
120
1
1,550
bus+train
3,170
1,564
584
26
438
699
12,113.2
3,615.7
7,798.4
0
1
1
0
0
259
0.2
1003_1268
3
5
678
780
0
1,019
127
2
1,550
bus+train
3,028
1,458
551
26
398
659.5
12,789.7
4,331.8
7,798.4
0
1
1
0
0
259
0.2
1003_1268
4
5
504
780
0
1,079
127
2
1,550
bus+train
2,924
1,284
561
26
408
670
12,076.8
3,608.4
7,798.4
0
1
1
0
0
259
0.2
1003_1271
0
3
0
1,740
0
556
0
0
1,650
train_only
2,326
1,740
30
26
4
34.2
16,713.5
0
16,679.3
0
0
1
0
375
375
1
1003_1271
1
3
501
1,320
0
379
99
1
1,650
bus+train
2,692
1,821
492
26
367
588.7
17,233.7
1,831.5
14,813.5
0
1
1
0
0
375
0
1003_1271
2
3
434
1,320
0
379
99
1
1,650
bus+train
2,799
1,754
666
26
541
798.2
17,189.7
1,578
14,813.5
0
1
1
0
0
375
0
1003_1272
0
4
0
2,130
0
1,415
0
0
1,750
train_only
3,630
2,130
85
26
59
100.1
20,210
0
20,109.9
0
0
1
0
0
71
0
1003_1272
1
4
0
690
720
1,390
145
3
3,950
train+gtx
3,030
1,410
230
26
59
273.8
26,325.1
0
7,874.9
18,176.4
0
1
1
0
71
0
1003_1272
2
4
0
2,250
0
558
137
2
1,750
train_only
3,030
2,250
222
26
59
264.3
24,906.5
0
24,642.2
0
0
1
0
71
71
1
1003_1272
3
4
0
480
720
1,849
196
2
3,700
train+gtx
3,330
1,200
281
26
59
334.2
23,234.3
0
4,723.7
18,176.4
0
1
1
0
71
0
1003_1275
0
3
0
2,580
0
975
0
0
1,850
train_only
3,598
2,580
43
26
17
50.2
25,234
0
25,183.8
0
0
1
0
0
1,362
0
1003_1275
1
3
0
930
720
959
196
2
3,950
train+gtx
2,848
1,650
239
26
17
284.3
28,258.3
0
9,797.6
18,176.4
0
1
1
4
1,362
0.002937
1003_1275
2
3
0
2,430
0
538
137
1
1,850
train_only
3,148
2,430
180
26
17
214.4
26,744.6
0
26,530.2
0
0
1
0
1,358
1,362
0.997063
1003_1276
0
3
0
1,020
720
1,335
145
2
3,950
train+gtx
3,265
1,740
190
26
19
226.4
29,702.7
0
11,299.8
18,176.4
0
1
1
2
922
0.002169
1003_1276
1
3
0
2,580
0
503
137
1
1,850
train_only
3,265
2,580
182
26
19
216.9
28,284.1
0
28,067.2
0
0
1
0
920
922
0.997831
1003_1276
2
3
0
2,730
0
1,450
0
0
1,850
train_only
4,225
2,730
45
26
19
52.7
26,773.5
0
26,720.8
0
0
1
0
0
922
0
1003_1278
0
2
0
3,000
0
718
0
0
1,950
train_only
3,884
3,000
166
26
140
197.8
30,547
0
30,349.3
0
0
1
0
454
454
1
1003_1278
1
2
0
1,320
720
873
145
2
4,200
train+gtx
3,224
2,040
311
26
140
371.5
33,584.9
0
15,037
18,176.4
0
1
1
0
454
0
1003_1283
0
3
0
3,780
0
907
0
0
2,150
train_only
4,750
3,780
63
26
37
74.5
40,934
0
40,859.5
0
0
1
0
0
62
0
1003_1283
1
3
0
2,340
720
1,392
145
3
5,200
train+gtx
4,660
3,060
208
26
37
248.2
52,192.6
0
33,768
18,176.4
0
1
1
0
62
0
1003_1283
2
3
0
3,900
0
560
137
2
2,350
train_only
4,660
3,900
200
26
37
238.7
50,774
0
50,535.3
0
0
1
0
62
62
1
1003_1284
0
2
0
4,020
0
703
0
0
2,250
train_only
4,801
4,020
78
26
52
92.4
45,348.8
0
45,256.3
0
0
1
0
655
662
0.992424
1003_1284
1
2
0
2,130
720
1,098
145
2
4,950
train+gtx
4,171
2,850
223
26
52
266.1
47,813.7
0
29,371.2
18,176.4
0
1
1
5
662
0.007576
1003_1311
0
11
1,298
1,440
0
299
78
1
1,650
bus+train
3,203
2,738
166
26
62
195.9
17,777.5
7,016.8
10,564.8
0
1
1
0
25
25
1
1003_1311
1
11
1,264
1,440
0
239
78
1
1,650
bus+train
3,213
2,704
270
26
166
321.6
17,753.6
6,867.2
10,564.8
0
1
1
0
0
25
0
1003_1311
2
11
1,556
1,440
0
438
78
2
1,650
bus+train
3,774
2,996
340
26
236
404.9
18,205.1
7,235.3
10,564.8
0
1
1
0
0
25
0
1003_1311
3
11
1,126
1,440
0
299
78
1
1,650
bus+train
3,237
2,566
372
26
268
443.5
17,524.6
6,516.2
10,564.8
0
1
1
0
0
25
0
1003_1311
4
11
1,352
1,440
0
299
78
1
1,650
bus+train
3,469
2,792
378
26
274
450.8
18,226.6
7,210.9
10,564.8
0
1
1
0
0
25
0
1003_1311
5
11
1,531
1,440
0
488
78
1
1,650
bus+train
3,820
2,971
361
26
257
430.8
17,870.9
6,875.3
10,564.8
0
1
1
0
0
25
0
1003_1311
6
11
1,406
1,440
0
348
78
2
1,650
bus+train
3,597
2,846
403
26
299
481.1
18,374.5
7,328.5
10,564.8
0
1
1
0
0
25
0
1003_1311
7
11
1,430
1,440
0
548
78
1
1,650
bus+train
3,882
2,870
464
26
360
554.2
17,757.4
6,638.4
10,564.8
0
1
1
0
0
25
0
1003_1311
8
11
1,188
1,440
0
477
78
2
1,650
bus+train
3,569
2,628
464
26
360
554.2
17,587.6
6,468.6
10,564.8
0
1
1
0
0
25
0
1003_1311
9
11
984
1,830
0
721
91
1
1,650
bus+train
4,020
2,814
485
26
368
579.6
19,244.6
4,951.7
13,713.3
0
1
1
0
0
25
0
1003_1311
10
11
1,339
1,440
0
438
78
2
1,650
bus+train
3,726
2,779
509
26
405
607.8
17,985.4
6,812.8
10,564.8
0
1
1
0
0
25
0
1003_1312
0
7
0
2,250
0
842
17
1
1,750
train_only
3,141
2,250
49
26
6
56.9
20,411
0
20,354.2
0
0
1
0
132
132
1
1003_1312
1
7
1,090
2,070
0
983
149
1
1,750
bus+train
4,699
3,160
556
26
381
663.6
22,058.3
3,746.6
17,648.1
0
1
1
0
0
132
0
1003_1312
2
7
2,099
1,980
0
843
47
1
1,750
bus+train
5,509
4,079
587
26
514
701.4
21,763.5
5,878.3
15,183.8
0
1
1
0
0
132
0
1003_1312
3
7
2,406
1,440
0
691
75
1
1,650
bus+train
5,194
3,846
657
26
556
786.5
20,298.7
8,947.3
10,564.8
0
1
1
0
0
132
0
1003_1312
4
7
988
2,070
0
983
149
1
1,750
bus+train
4,730
3,058
689
26
514
824.4
21,911.8
3,439.3
17,648.1
0
1
1
0
0
132
0
1003_1312
5
7
1,157
2,070
0
983
149
1
1,750
bus+train
4,883
3,227
673
26
498
804.2
22,495.7
4,043.4
17,648.1
0
1
1
0
0
132
0
1003_1312
6
7
1,097
1,890
0
679
197
1
1,750
bus+train
4,445
2,987
779
26
556
933.2
21,073.1
4,091.8
16,048.1
0
1
1
0
0
132
0
1003_1313
0
6
0
2,640
0
1,239
0
1
1,750
train_only
3,945
2,640
66
26
40
77.1
21,823.1
0
21,746
0
0
1
0
54
54
1
1003_1313
1
6
1,157
1,870
0
384
147
3
1,750
bus+train
4,034
3,027
623
344
132
744.3
22,273.6
6,059.6
15,469.8
0
1
1
0
0
54
0
1003_1313
2
6
1,656
1,890
0
392
197
1
1,750
bus+train
4,458
3,546
520
26
297
622.4
22,421.4
5,750.9
16,048.1
0
1
1
0
0
54
0
1003_1313
3
6
2,205
1,980
0
917
47
1
1,750
bus+train
5,547
4,185
445
26
372
531.4
22,646.4
6,931.2
15,183.8
0
1
1
0
0
54
0
1003_1313
4
6
1,904
1,890
0
392
197
1
1,750
bus+train
4,781
3,794
595
26
372
712.5
23,068.1
6,307.5
16,048.1
0
1
1
0
0
54
0
1003_1313
5
6
2,565
2,490
0
477
77
1
1,950
bus+train
6,084
5,055
552
26
449
660
31,010.1
7,871.6
22,478.5
0
1
1
0
0
54
0
1003_1314
0
16
0
2,430
0
658
0
1
1,750
train_only
3,142
2,430
54
26
28
62.8
23,363.8
0
23,301
0
0
1
0
122
122
1
1003_1314
1
16
1,174
2,310
0
350
85
2
1,850
bus+train
4,234
3,484
400
26
289
478.5
26,618.1
5,300.1
20,839.5
0
1
1
0
0
122
0
1003_1314
2
16
2,080
1,980
0
662
47
1
1,750
bus+train
5,084
4,060
362
26
289
432.3
23,637.1
8,021
15,183.8
0
1
1
0
0
122
0
1003_1314
3
16
2,209
1,980
0
662
47
1
1,750
bus+train
5,244
4,189
393
26
320
469
23,890.2
8,237.4
15,183.8
0
1
1
0
0
122
0
1003_1314
4
16
1,259
2,310
0
350
85
2
1,850
bus+train
4,350
3,569
431
26
320
515.2
26,871.2
5,516.5
20,839.5
0
1
1
0
0
122
0
1003_1314
5
16
1,054
2,310
0
350
85
2
1,850
bus+train
4,286
3,364
572
26
461
684.8
26,482.7
4,958.4
20,839.5
0
1
1
0
0
122
0
1003_1314
6
16
1,954
2,490
0
272
77
1
1,850
bus+train
5,280
4,444
564
26
461
674.6
28,801.1
5,648
22,478.5
0
1
1
0
0
122
0
1003_1314
7
16
1,732
2,310
0
532
94
1
1,850
bus+train
5,155
4,042
581
26
461
696
27,915.8
6,380.3
20,839.5
0
1
1
0
0
122
0
1003_1314
8
16
2,093
2,490
0
272
77
1
1,850
bus+train
5,438
4,583
583
26
480
696.7
29,032.7
5,857.4
22,478.5
0
1
1
0
0
122
0
1003_1314
9
16
1,344
2,310
0
350
85
2
1,850
bus+train
4,627
3,654
623
26
512
745.2
27,345.8
5,761.1
20,839.5
0
1
1
0
0
122
0
1003_1314
10
16
2,304
1,980
0
662
47
1
1,750
bus+train
5,531
4,284
585
26
512
699.1
24,364.9
8,482
15,183.8
0
1
1
0
0
122
0
1003_1314
11
16
2,804
1,980
0
662
47
1
1,850
bus+train
5,977
4,784
531
26
458
635
25,668.1
9,849.4
15,183.8
0
1
1
0
0
122
0
1003_1314
12
16
1,225
2,310
0
393
85
3
1,850
bus+train
4,519
3,535
591
26
480
706.9
26,714.3
5,167.9
20,839.5
0
1
1
0
0
122
0
1003_1314
13
16
2,022
2,310
0
532
94
1
1,850
bus+train
5,496
4,332
632
26
512
756.4
28,778.9
7,183
20,839.5
0
1
1
0
0
122
0
1003_1314
14
16
1,141
2,310
0
283
296
1
1,850
bus+train
4,517
3,451
783
26
461
937.8
26,443.7
4,666.4
20,839.5
0
1
1
0
0
122
0
1003_1314
15
16
1,455
2,310
0
283
296
1
1,850
bus+train
4,882
3,765
834
26
512
998.2
27,306.8
5,469
20,839.5
0
1
1
0
0
122
0
1003_1315
0
3
0
2,730
0
505
17
1
1,850
train_only
3,284
2,730
49
26
6
56.6
26,377.7
0
26,321.1
0
0
1
0
33
33
1
1003_1315
1
3
1,759
2,670
0
904
90
1
1,950
bus+train
5,970
4,429
637
26
521
761.9
31,669.4
8,428.9
22,478.5
0
1
1
0
0
33
0
1003_1315
2
3
1,682
2,670
0
964
90
1
1,950
bus+train
6,531
4,352
1,215
26
1,099
1,455.7
32,104.4
8,170.3
22,478.5
0
1
1
0
0
33
0
1003_1316
0
7
0
2,430
0
1,707
26
1
1,950
train_only
4,216
2,430
79
28
25
94.4
32,132.8
0
32,038.5
0
0
1
0
27
27
1
1003_1316
1
7
764
2,220
0
781
14
1
1,950
bus+train
4,198
2,984
433
28
391
518
32,733.1
3,856.8
28,358.3
0
1
1
0
0
27
0
1003_1316
2
7
1,224
2,220
0
748
73
1
1,950
bus+train
4,436
3,444
244
28
143
290.6
33,015.5
4,366.6
28,358.3
0
1
1
0
0
27
0
1003_1316
3
7
1,073
2,220
0
680
14
1
1,950
bus+train
4,399
3,293
426
28
384
510.5
32,969.6
4,100.8
28,358.3
0
1
1
0
0
27
0
1003_1316
4
7
922
2,220
0
680
14
1
1,950
bus+train
4,276
3,142
454
28
412
543
32,666.6
3,765.3
28,358.3
0
1
1
0
0
27
0
1003_1316
5
7
1,228
2,220
0
690
14
1
1,950
bus+train
4,661
3,448
523
28
481
626
33,285.6
4,301.3
28,358.3
0
1
1
0
0
27
0
1003_1316
6
7
1,298
2,220
0
748
73
1
1,950
bus+train
4,775
3,518
509
28
408
609.2
33,796.8
4,829.2
28,358.3
0
1
1
0
0
27
0
1003_1318
0
5
0
3,420
0
684
17
1
2,050
train_only
4,153
3,420
49
26
6
57.2
36,841.6
0
36,784.4
0
0
1
0
44
44
1
1003_1318
1
5
2,549
2,490
0
329
90
1
2,050
bus+train
5,842
5,039
474
26
358
566.2
35,838
12,793.2
22,478.5
0
1
1
0
0
44
0
1003_1318
2
5
3,448
2,490
0
496
90
1
2,050
bus+train
7,012
5,938
578
26
462
691.1
35,970
12,800.4
22,478.5
0
1
1
0
0
44
0
1003_1318
3
5
3,043
2,490
0
819
90
1
2,050
bus+train
6,947
5,533
595
26
479
711.1
36,804.6
13,614.9
22,478.5
0
1
1
0
0
44
0
1003_1318
4
5
3,093
2,490
0
819
90
1
2,050
bus+train
7,037
5,583
635
26
519
759.2
37,012.3
13,774.6
22,478.5
0
1
1
0
0
44
0