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
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1
1
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1
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0
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1
1
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1
1
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1
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1
1
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1
1
0
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0
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1
1
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1
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1
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1
1
0
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1
0
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1
1
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1003_70827
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0
1
0
0
0
15
0
1003_70827
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345.8
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1
1
1
1
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1003_70827
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2
3,450
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1
1
0
15
0
1003_70827
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1,881
300
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812
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1
1,650
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1
1
0
0
15
0
1003_70827
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360
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3,200
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235
463.2
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1
1
1
0
15
0
1003_70827
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652
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235
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1
1
0
4
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26
235
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1
0
2
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1,650
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1
1
0
0
15
0
1003_70827
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0
1
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0
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0
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553
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1
1
0
0
15
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1003_70827
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1
1
0
0
15
0
1003_70827
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727
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360
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3,450
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800.8
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1
1
1
0
15
0
1003_70827
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16
616
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3
3,200
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557
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1
1
0
15
0
1003_70827
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2,187
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0
441
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1
1,500
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0
1
0
0
0
15
0
1003_70868
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17
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375
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1,650
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28
5
244.9
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1
1
0
5
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1003_70868
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17
548
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469
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2
1,650
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652.4
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1
1
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1003_70868
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1
1,650
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0
1
0
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13
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1003_70868
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1,650
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264
538.5
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1
1
0
0
13
0
1003_70868
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17
601
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1,650
bus+train
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1
1
0
0
13
0
1003_70868
5
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1,650
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1
1
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1003_70868
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1,650
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1
1
0
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13
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1003_70868
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1,650
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1
1
0
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1003_70868
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1,650
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1
1
0
0
13
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1003_70868
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1,031
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548
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1,650
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1
1
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1
1
0
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1,650
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1
1
0
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13
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1
0
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1
1
0
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13
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1003_70868
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1
1
0
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1003_70868
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1
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1
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bus+train
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1
1
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1
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1
1
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1
1
0
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1
1
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1
1
0
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314
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1
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1
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1
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1003_71117
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bus+train
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332
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1
1
0
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1003_71117
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bus+train
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1
1
0
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bus+train
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1
1
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bus+train
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1
1
0
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1003_71117
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616
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1
1
0
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1003_71117
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bus+train
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1
1
0
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1003_71117
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bus+train
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1
1
0
0
76
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1003_71117
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bus+train
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1
1
0
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1003_71117
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300
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484
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bus+train
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1003_71117
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bus+train
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1
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1003_71117
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1
0
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bus+train
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1
1
0
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1003_71117
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736
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bus+train
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1
1
0
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1003_71118
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2
1,550
bus+train
2,502
1,671
67
26
1
79
13,231.7
9,112.9
4,039.8
0
1
1
0
4
30
0.133333
1003_71118
1
24
1,109
300
0
929
67
2
1,550
bus+train
2,432
1,409
94
26
1
110.6
11,097.4
7,953.8
3,033.1
0
1
1
0
0
30
0
1003_71118
2
24
1,407
330
0
1,071
133
1
1,550
bus+train
2,968
1,737
160
26
1
189.9
10,127.2
7,938
1,999.3
0
1
1
0
0
30
0
1003_71118
3
24
633
780
0
1,212
160
1
1,550
bus+train
2,812
1,413
187
26
1
222.1
9,876.2
3,288.8
6,365.3
0
1
1
0
2
30
0.066667
1003_71118
4
24
1,370
330
0
813
40
2
1,550
bus+train
2,709
1,700
196
26
130
233.8
13,502.1
9,228.5
4,039.8
0
1
1
0
1
30
0.033333
1003_71118
5
24
706
930
0
963
155
1
1,550
bus+train
2,827
1,636
228
26
47
271.8
12,053.2
3,773.5
8,007.9
0
1
1
0
0
30
0
1003_71118
6
24
1,110
300
0
700
295
1
1,550
bus+train
2,432
1,410
322
26
1
384.9
11,096.2
7,678.3
3,033.1
0
1
1
0
23
30
0.766667
1003_71118
7
24
1,379
330
0
824
40
2
1,550
bus+train
2,839
1,709
306
26
240
365.2
13,741
9,336
4,039.8
0
1
1
0
0
30
0
1003_71118
8
24
662
780
0
1,212
160
1
1,550
bus+train
2,970
1,442
316
26
130
376.9
10,146.6
3,404.4
6,365.3
0
1
1
0
0
30
0
1003_71118
9
24
1,551
120
0
757
94
2
1,550
bus+train
2,760
1,671
332
26
212
396.6
12,943.2
11,168.2
1,378.4
0
1
1
0
0
30
0
1003_71118
10
24
611
630
0
1,054
258
1
1,550
bus+train
2,709
1,241
414
26
130
495.1
8,753.1
3,461.6
4,796.4
0
1
1
0
0
30
0
1003_71118
11
24
674
930
0
963
155
1
1,550
bus+train
2,953
1,604
386
26
205
461.6
12,088
3,618.4
8,007.9
0
1
1
0
0
30
0
1003_71118
12
24
1,295
330
0
824
40
2
1,550
bus+train
2,830
1,625
381
26
315
454.5
13,304
8,809.7
4,039.8
0
1
1
0
0
30
0
1003_71118
13
24
1,214
600
0
484
224
1
1,550
bus+train
2,760
1,814
462
26
212
552.9
13,594.1
8,114.3
4,926.9
0
1
1
0
0
30
0
1003_71118
14
24
1,063
300
0
989
67
2
1,550
bus+train
2,760
1,363
408
26
315
486
11,169.7
7,650.6
3,033.1
0
1
1
0
0
30
0
1003_71118
15
24
743
930
0
963
155
1
1,550
bus+train
3,043
1,673
407
26
226
486.6
12,507.4
4,012.9
8,007.9
0
1
1
0
0
30
0
1003_71118
16
24
1,445
330
0
1,071
133
1
1,550
bus+train
3,256
1,775
410
26
251
490
10,650.3
8,161
1,999.3
0
1
1
0
0
30
0
1003_71118
17
24
1,259
600
0
544
224
1
1,550
bus+train
2,893
1,859
490
26
240
585.8
13,977.8
8,465.2
4,926.9
0
1
1
0
0
30
0
1003_71118
18
24
1,148
300
0
760
295
1
1,550
bus+train
2,769
1,448
561
26
240
671.1
11,605.5
7,901.3
3,033.1
0
1
1
0
0
30
0
1003_71118
19
24
1,361
330
0
1,071
133
1
1,550
bus+train
3,263
1,691
501
26
342
599.2
10,233.3
7,634.8
1,999.3
0
1
1
0
0
30
0
1003_71118
20
24
587
780
0
1,212
160
1
1,550
bus+train
3,107
1,367
528
26
342
631.4
9,982.3
2,985.6
6,365.3
0
1
1
0
0
30
0
1003_71118
21
24
1,064
300
0
760
295
1
1,550
bus+train
2,760
1,364
636
26
315
760.3
11,168.5
7,375.1
3,033.1
0
1
1
0
0
30
0
1003_71118
22
24
1,416
330
0
495
53
2
1,550
bus+train
2,825
1,746
584
26
505
698.8
14,689.7
9,951.1
4,039.8
0
1
1
0
0
30
0
1003_71118
23
24
1,129
330
0
764
40
2
1,550
bus+train
2,794
1,459
571
26
505
683.3
13,125.3
8,402.2
4,039.8
0
1
1
0
0
30
0
1003_71150
0
14
972
1,230
0
364
201
1
1,650
bus+train
2,794
2,202
228
26
1
271
17,279.8
5,478.9
11,529.9
0
1
1
0
12
19
0.631579
1003_71150
1
14
915
1,230
0
364
201
1
1,650
bus+train
2,912
2,145
403
26
176
481.2
17,334.1
5,323
11,529.9
0
1
1
0
0
19
0
1003_71150
2
14
296
2,070
0
277
160
1
1,650
bus+train
2,975
2,366
332
26
146
397
19,790.7
1,745.6
17,648.1
0
1
1
0
0
19
0
1003_71150
3
14
1,007
1,230
0
364
201
1
1,650
bus+train
2,974
2,237
373
26
146
445.6
17,583.7
5,608.2
11,529.9
0
1
1
0
0
19
0