Datasets:
CAMUS-LAB
/
data-route_choice_simulation

Dataset card Data Studio Files
xet
 Community
1
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
10020_70763
7
23
1,740
0
0
386
0
1
1,500
bus_only
2,389
1,740
263
1
262
314.4
9,767.1
9,452.6
0
0
1
0
0
0
15
0
10020_70763
8
23
745
0
0
840
0
2
1,500
bus_only
1,834
745
249
1
248
297.6
4,090.8
3,793.1
0
0
1
0
0
0
15
0
10020_70763
9
23
712
0
0
574
0
3
1,500
bus_only
1,549
712
263
1
262
314.4
4,163.9
3,849.5
0
0
1
0
0
0
15
0
10020_70763
10
23
769
0
0
655
135
1
1,500
bus_only
1,817
769
393
1
257
470.1
4,677.6
4,207.5
0
0
1
0
0
0
15
0
10020_70763
11
23
691
0
0
470
0
2
1,500
bus_only
1,543
691
382
1
381
455.8
4,096.9
3,641.1
0
0
1
0
0
0
15
0
10020_70763
12
23
556
0
0
412
167
1
1,500
bus_only
1,485
556
517
166
184
618
4,570.7
3,952.7
0
0
1
0
0
0
15
0
10020_70763
13
23
785
0
0
853
0
1
1,500
bus_only
2,064
785
426
1
425
510.5
4,151.8
3,641.3
0
0
1
0
0
0
15
0
10020_70763
14
23
767
0
0
707
0
1
1,500
bus_only
1,951
767
477
1
476
571.2
4,288.9
3,717.7
0
0
1
0
0
0
15
0
10020_70763
15
23
1,132
0
0
853
0
1
1,500
bus_only
2,400
1,132
415
1
414
496.7
4,948
4,451.3
0
0
1
0
0
0
15
0
10020_70763
16
23
725
0
0
812
58
1
1,500
bus_only
2,021
725
484
1
425
579.6
4,302.3
3,722.7
0
0
1
0
0
0
15
0
10020_70763
17
23
809
0
0
410
0
2
1,500
bus_only
1,696
809
477
1
476
571.2
4,945.9
4,374.7
0
0
1
0
0
0
15
0
10020_70763
18
23
1,151
0
0
442
109
1
1,500
bus_only
2,123
1,151
530
20
401
633.6
7,004.2
6,370.6
0
0
1
0
0
0
15
0
10020_70763
19
23
733
0
0
655
135
1
1,500
bus_only
1,949
733
561
1
425
672.3
4,553.1
3,880.8
0
0
1
0
0
0
15
0
10020_70763
20
23
1,171
0
0
853
0
1
1,500
bus_only
2,519
1,171
495
1
494
593
5,134.7
4,541.7
0
0
1
0
0
0
15
0
10020_70763
21
23
1,216
0
0
442
109
1
1,500
bus_only
2,228
1,216
570
20
441
682.6
7,139.4
6,456.9
0
0
1
0
0
0
15
0
10020_70763
22
23
956
0
0
409
132
1
1,500
bus_only
1,993
956
628
20
476
752.4
6,006.4
5,254
0
0
1
0
0
0
15
0
10020_72075
0
5
225
0
0
249
0
0
1,500
bus_only
476
225
2
1
1
1.3
1,274.7
1,273.5
0
0
1
0
0
293
294
0.996599
10020_72075
1
5
168
0
0
249
0
0
1,500
bus_only
775
168
358
1
357
428.8
1,385.1
956.3
0
0
1
0
0
0
294
0
10020_72075
2
5
276
0
0
363
0
0
1,500
bus_only
909
276
270
1
269
323.1
1,728.2
1,405.1
0
0
1
0
0
0
294
0
10020_72075
3
5
257
0
0
309
0
0
1,500
bus_only
851
257
285
1
284
340.5
1,889.9
1,549.4
0
0
1
0
0
0
294
0
10020_72075
4
5
207
0
0
363
0
0
1,500
bus_only
882
207
312
1
311
371.6
1,374.4
1,002.7
0
0
1
0
0
1
294
0.003401
10020_72076
0
4
256
0
0
296
0
0
1,500
bus_only
554
256
2
1
1
1.2
1,550.6
1,549.4
0
0
1
0
0
168
168
1
10020_72076
1
4
226
0
0
296
0
0
1,500
bus_only
834
226
312
1
311
372.9
1,646.4
1,273.5
0
0
1
0
0
0
168
0
10020_72076
2
4
292
0
0
356
0
0
1,500
bus_only
1,006
292
358
1
357
427.4
2,324.4
1,897
0
0
1
0
0
0
168
0
10020_72076
3
4
242
0
0
1,135
0
0
1,500
bus_only
1,896
242
519
1
518
621.3
2,026.3
1,405.1
0
0
1
0
0
0
168
0
10020_72077
0
2
282
0
0
254
0
0
1,500
bus_only
546
282
10
1
9
11.2
1,908.1
1,897
0
0
1
0
0
234
234
1
10020_72077
1
2
250
0
0
254
0
0
1,500
bus_only
890
250
386
1
385
462.7
2,012
1,549.4
0
0
1
0
0
0
234
0
10020_72079
0
2
423
0
0
370
0
0
1,500
bus_only
795
423
2
1
1
1.5
3,103.1
3,101.6
0
0
1
0
0
108
109
1
10020_72079
1
2
513
0
0
370
0
0
1,500
bus_only
1,228
513
345
1
344
412.7
3,819.9
3,407.2
0
0
1
0
0
0
109
0
10020_72080
0
2
526
0
0
470
0
0
1,500
bus_only
1,007
526
11
1
10
12.1
3,419.3
3,407.2
0
0
1
0
0
102
102
1
10020_72080
1
2
436
0
0
470
0
0
1,500
bus_only
1,258
436
352
1
351
421.8
3,523.4
3,101.6
0
0
1
0
0
0
102
0
10020_72081
0
2
618
0
0
295
0
0
1,500
bus_only
915
618
2
1
1
1.2
3,923.1
3,921.8
0
0
1
0
0
121
121
1
10020_72081
1
2
651
0
0
295
0
0
1,500
bus_only
1,365
651
419
1
418
501.5
4,793.8
4,292.4
0
0
1
0
0
0
121
0
10020_76247
0
14
691
0
0
334
0
1
1,500
bus_only
1,027
691
2
1
1
1.5
3,766.4
3,764.8
0
0
1
0
0
18
18
1
10020_76247
1
14
696
0
0
378
0
2
1,500
bus_only
1,251
696
177
1
176
211.2
3,852.2
3,641.1
0
0
1
0
0
0
18
0
10020_76247
2
14
724
0
0
624
0
1
1,500
bus_only
1,525
724
177
1
176
211.2
3,852.5
3,641.3
0
0
1
0
0
0
18
0
10020_76247
3
14
795
0
0
346
66
1
1,500
bus_only
1,384
795
243
1
176
289.3
4,491.9
4,202.6
0
0
1
0
0
0
18
0
10020_76247
4
14
870
0
0
624
0
1
1,500
bus_only
1,680
870
186
1
185
222
4,164.1
3,942.2
0
0
1
0
0
0
18
0
10020_76247
5
14
944
0
0
624
0
1
1,500
bus_only
1,819
944
251
1
250
300.1
4,383.8
4,083.6
0
0
1
0
0
0
18
0
10020_76247
6
14
730
0
0
378
0
2
1,500
bus_only
1,360
730
252
1
251
301.2
4,269.1
3,967.9
0
0
1
0
0
0
18
0
10020_76247
7
14
829
0
0
346
66
1
1,500
bus_only
1,493
829
318
1
251
379.4
4,908.7
4,529.3
0
0
1
0
0
0
18
0
10020_76247
8
14
613
0
0
394
0
1
1,500
bus_only
1,401
613
394
1
393
471.2
3,841.6
3,370.4
0
0
1
0
0
0
18
0
10020_76247
9
14
975
0
0
492
0
2
1,500
bus_only
1,817
975
350
20
330
419.2
5,326.8
4,907.6
0
0
1
0
0
0
18
0
10020_76247
10
14
823
0
0
288
132
1
1,500
bus_only
1,593
823
482
20
330
576.8
5,338.1
4,761.3
0
0
1
0
0
0
18
0
10020_76247
11
14
1,024
0
0
624
0
1
1,500
bus_only
2,064
1,024
416
1
415
498.2
4,770.1
4,271.9
0
0
1
0
0
0
18
0
10020_76247
12
14
1,362
0
0
428
109
1
1,500
bus_only
2,319
1,362
529
20
400
632.7
7,213.2
6,580.5
0
0
1
0
0
0
18
0
10020_76247
13
14
1,418
0
0
428
109
1
1,500
bus_only
2,504
1,418
658
20
529
787.6
7,484.5
6,696.9
0
0
1
0
0
0
18
0
10020_8001908
0
10
1,116
0
0
553
0
1
1,500
bus_only
1,671
1,116
2
1
1
1.3
8,043.2
8,041.9
0
0
1
0
0
20
23
0.869565
10020_8001908
1
10
249
570
0
727
84
2
1,550
bus+train
1,964
819
418
1
333
498.9
8,666
2,148.3
6,018.7
0
1
1
0
0
23
0
10020_8001908
2
10
1,390
0
0
609
0
1
1,500
bus_only
2,100
1,390
101
1
100
119.5
9,786.3
9,666.8
0
0
1
0
0
2
23
0.086957
10020_8001908
3
10
1,313
0
0
577
0
1
1,500
bus_only
2,025
1,313
135
1
134
161.2
8,982.6
8,821.4
0
0
1
0
0
1
23
0.043478
10020_8001908
4
10
1,206
0
0
637
0
1
1,500
bus_only
2,245
1,206
402
1
401
480.7
8,898.5
8,417.8
0
0
1
0
0
0
23
0
10020_8001908
5
10
1,587
0
0
647
61
1
1,500
bus_only
2,618
1,587
384
1
322
458.8
8,102.7
7,643.9
0
0
1
0
0
0
23
0
10020_8001908
6
10
1,110
0
0
1,250
0
2
1,500
bus_only
2,738
1,110
378
1
377
453.1
8,286.8
7,833.7
0
0
1
0
0
0
23
0
10020_8001908
7
10
1,623
0
0
842
61
2
1,500
bus_only
2,911
1,623
446
1
384
533.9
8,664.9
8,131
0
0
1
0
0
0
23
0
10020_8001908
8
10
1,689
0
0
609
0
1
1,500
bus_only
2,883
1,689
585
1
584
700.5
10,930.6
10,230.1
0
0
1
0
0
0
23
0
10020_8001908
9
10
2,173
0
0
465
0
1
1,600
bus_only
3,323
2,173
685
178
507
821
17,451.6
16,630.7
0
0
1
0
0
0
23
0
10020_8002597
0
2
585
0
0
255
0
0
1,500
bus_only
851
585
11
1
10
12.2
4,304.6
4,292.4
0
0
1
0
0
72
72
1
10020_8002597
1
2
553
0
0
255
0
0
1,500
bus_only
1,233
553
425
1
424
508.4
4,430.2
3,921.8
0
0
1
0
0
0
72
0
10020_8002598
0
2
709
0
0
86
0
0
1,500
bus_only
797
709
2
1
1
1.1
4,874.6
4,873.4
0
0
1
0
0
64
64
1
10020_8002598
1
2
744
0
0
86
0
0
1,500
bus_only
1,196
744
366
1
365
437.6
5,634.8
5,197.2
0
0
1
0
0
0
64
0
10020_8002599
0
3
672
0
0
178
0
0
1,500
bus_only
861
672
11
1
10
12.5
5,209.7
5,197.2
0
0
1
0
0
23
23
1
10020_8002599
1
3
637
0
0
178
0
0
1,500
bus_only
1,187
637
372
1
371
444.9
5,318.3
4,873.4
0
0
1
0
0
0
23
0
10020_8002599
2
3
711
0
0
178
0
0
1,500
bus_only
1,242
711
353
1
352
422.8
5,938.4
5,515.6
0
0
1
0
0
0
23
0
10020_8002600
0
4
788
0
0
398
0
0
1,500
bus_only
1,190
788
4
1
3
4.2
5,519.8
5,515.6
0
0
1
0
0
28
28
1
10020_8002600
1
4
749
0
0
398
0
0
1,500
bus_only
1,507
749
360
1
359
431
5,628.3
5,197.2
0
0
1
0
0
0
28
0
10020_8002600
2
4
872
0
0
398
0
0
1,500
bus_only
1,691
872
421
1
420
504.8
6,393.7
5,888.9
0
0
1
0
0
0
28
0
10020_8002600
3
4
1,656
0
0
398
0
0
1,500
bus_only
2,592
1,656
538
1
537
644.1
11,274.4
10,630.3
0
0
1
0
0
0
28
0
10020_8447
0
4
84
0
0
301
0
0
1,500
bus_only
387
84
2
1
1
1.3
605
603.8
0
0
1
0
0
239
239
1
10020_8447
1
4
117
0
0
301
0
0
1,500
bus_only
556
117
138
1
137
164.2
889
724.9
0
0
1
0
0
0
239
0
10020_8447
2
4
57
0
0
301
0
0
1,500
bus_only
630
57
272
1
271
325.1
688.4
363.3
0
0
1
0
0
0
239
0
10020_8447
3
4
169
0
0
301
0
0
1,500
bus_only
813
169
343
1
342
410.2
1,366.4
956.3
0
0
1
0
0
0
239
0
10020_8824
0
3
795
0
0
239
0
0
1,500
bus_only
1,044
795
10
1
9
11.4
5,900.3
5,888.9
0
0
1
0
0
45
45
1
10020_8824
1
3
711
0
0
239
0
0
1,500
bus_only
1,380
711
430
1
429
515.4
6,031
5,515.6
0
0
1
0
0
0
45
0
10020_8824
2
3
1,529
0
0
239
0
0
1,500
bus_only
1,878
1,529
110
1
109
130.8
10,761.1
10,630.3
0
0
1
0
0
0
45
0
10020_9003447
0
12
563
0
0
719
0
0
1,500
bus_only
1,284
563
2
1
1
1.4
2,911.4
2,910.1
0
0
1
0
0
24
24
1
10020_9003447
1
12
551
0
0
494
0
1
1,500
bus_only
1,047
551
2
1
1
1.4
2,911.4
2,910.1
0
0
1
0
0
0
24
0
10020_9003447
2
12
663
0
0
779
0
0
1,500
bus_only
1,895
663
453
1
452
541.7
3,854.4
3,312.7
0
0
1
0
0
0
24
0
10020_9003447
3
12
521
0
0
485
0
1
1,500
bus_only
1,086
521
80
1
79
94.5
3,057.1
2,962.6
0
0
1
0
0
0
24
0
10020_9003447
4
12
576
0
0
598
0
1
1,500
bus_only
1,317
576
143
1
142
170.6
3,251.9
3,081.3
0
0
1
0
0
0
24
0
10020_9003447
5
12
512
0
0
623
0
2
1,500
bus_only
1,274
512
139
1
138
165.6
2,953.3
2,787.7
0
0
1
0
0
0
24
0
10020_9003447
6
12
566
0
0
582
0
2
1,500
bus_only
1,291
566
143
1
142
170.6
3,251.9
3,081.3
0
0
1
0
0
0
24
0
10020_9003447
7
12
582
0
0
485
0
1
1,500
bus_only
1,328
582
261
1
260
312.2
3,563.5
3,251.3
0
0
1
0
0
0
24
0
10020_9003447
8
12
466
0
0
779
0
0
1,500
bus_only
1,757
466
512
1
511
613.9
3,068
2,454.1
0
0
1
0
0
0
24
0
10020_9003447
9
12
454
0
0
554
0
1
1,500
bus_only
1,520
454
512
1
511
613.9
3,068
2,454.1
0
0
1
0
0
0
24
0
10020_9003447
10
12
654
0
0
658
0
1
1,500
bus_only
1,806
654
494
1
493
590.8
4,003.2
3,412.4
0
0
1
0
0
0
24
0
10020_9003447
11
12
644
0
0
642
0
2
1,500
bus_only
1,780
644
494
1
493
590.8
4,003.2
3,412.4
0
0
1
0
0
0
24
0
10020_9003557
0
4
121
0
0
223
0
0
1,500
bus_only
346
121
2
1
1
1.3
726.1
724.9
0
0
1
0
0
285
285
1
10020_9003557
1
4
86
0
0
223
0
0
1,500
bus_only
446
86
137
1
136
163.8
767.5
603.8
0
0
1
0
0
0
285
0
10020_9003557
2
4
173
0
0
283
0
0
1,500
bus_only
706
173
250
1
249
298.8
1,255
956.3
0
0
1
0
0
0
285
0
10020_9003557
3
4
57
0
0
223
0
0
1,500
bus_only
656
57
376
1
375
450.1
813.4
363.3
0
0
1
0
0
0
285
0
10020_9003558
0
5
148
0
0
405
43
1
1,500
bus_only
605
148
52
1
8
60
1,154.9
1,094.9
0
0
1
0
0
17
19
0.894737
10020_9003558
1
5
81
0
0
331
0
0
1,500
bus_only
734
81
322
1
321
384.2
988
603.8
0
0
1
0
0
2
19
0.105263
10020_9003558
2
5
114
0
0
331
0
0
1,500
bus_only
860
114
415
1
414
496.2
1,221
724.9
0
0
1
0
0
0
19
0
10020_9003558
3
5
741
0
0
401
0
0
1,500
bus_only
1,692
741
550
107
443
657.9
2,179.9
1,522
0
0
1
0
0
0
19
0
10020_9003558
4
5
196
0
0
465
43
1
1,500
bus_only
1,213
196
552
1
508
660.8
2,225.2
1,564.4
0
0
1
0
0
0
19
0
10020_9003718
0
10
254
0
0
492
0
0
1,500
bus_only
748
254
2
1
1
1
1,406.1
1,405.1
0
0
1
0
0
104
119
0.87395
10020_9003718
1
10
244
0
0
253
0
1
1,500
bus_only
499
244
2
1
1
1
1,406.1
1,405.1
0
0
1
0
0
14
119
0.117647
10020_9003718
2
10
222
0
0
201
0
0
1,500
bus_only
626
222
203
1
202
241.3
1,514.8
1,273.5
0
0
1
0
0
1
119
0.008403
10020_9003718
3
10
239
0
0
330
0
1
1,500
bus_only
735
239
166
1
165
198.1
1,454.2
1,256.1
0
0
1
0
0
0
119
0