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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3
23
1,620
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745
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1
1,650
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26
231
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18,970.4
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0
1
1
0
3
25
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1003_4101316
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23
862
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1,650
bus+train
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316
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17,440.1
0
1
1
0
0
25
0
1003_4101316
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487
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558
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1,650
bus+train
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253
594.7
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0
1
1
0
0
25
0
1003_4101316
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23
478
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562
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1,750
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273
490.3
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0
1
1
0
0
25
0
1003_4101316
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23
1,141
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439
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1
1,650
bus+train
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369
495.5
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0
1
1
0
0
25
0
1003_4101316
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23
398
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1,750
bus+train
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446
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309
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0
1
1
0
0
25
0
1003_4101316
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23
512
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562
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1
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485
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348
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0
1
1
0
0
25
0
1003_4101316
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23
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558
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1,650
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26
316
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0
1
1
0
0
25
0
1003_4101316
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23
654
1,440
0
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1,650
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26
367
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17,440.1
0
1
1
0
0
25
0
1003_4101316
12
23
1,242
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499
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1
1,650
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440
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0
1
1
0
0
25
0
1003_4101316
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23
808
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481
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1
1,650
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369
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1
1
0
0
25
0
1003_4101316
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23
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1
1
0
0
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0
1003_4101316
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1
1
0
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0
1003_4101316
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23
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1
1
0
0
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0
1003_4101316
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1
1
0
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0
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470
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1
1
0
0
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0
1003_4101316
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23
540
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1,650
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482
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0
1
1
0
0
25
0
1003_4101316
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23
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535
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1
1
0
0
25
0
1003_4101316
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23
562
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0
541
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1,650
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535
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0
1
1
0
0
25
0
1003_4101316
22
23
622
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1,750
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512
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0
1
1
0
0
25
0
1003_4101349
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5
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570
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280
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1,550
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141
26
1
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0
1
1
0
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15
1
1003_4101349
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5
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1,550
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703
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1
1
0
0
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0
1003_4101349
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1,550
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26
112
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1
1
0
0
15
0
1003_4101349
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5
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720
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453
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1,550
bus+train
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841
737
26
487
882
9,133.2
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0
1
1
0
0
15
0
1003_4101349
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5
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570
0
338
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1,550
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768
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452
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0
1
1
0
0
15
0
1003_4101364
0
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420
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364
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1,550
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9
177.4
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0
1
1
0
0
14
0
1003_4101364
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4
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720
0
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1,550
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26
11
263.1
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1
1
0
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1
1003_4101364
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0
0
1
0
0
14
0
1003_4101364
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4
435
720
0
286
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1,550
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26
1
244.8
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1
1
0
0
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0
1003_4101366
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870
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26
313
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8,466.2
0
0
1
0
0
18
0
1003_4101366
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6
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720
0
233
184
1
1,550
bus+train
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808
332
26
122
396.5
8,307.2
513.4
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0
1
1
0
18
18
1
1003_4101366
2
6
156
720
0
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195
1
1,550
bus+train
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876
672
26
451
803.7
9,186.4
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0
1
1
0
0
18
0
1003_4101366
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6
115
720
0
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195
1
1,550
bus+train
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26
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757.4
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1
1
0
0
18
0
1003_4101366
4
6
15
720
0
288
182
1
1,550
bus+train
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735
734
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526
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0
1
1
0
0
18
0
1003_4101366
5
6
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720
0
339
195
1
1,550
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813
26
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522
7,397.3
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1
1
0
0
18
0
1003_4101406
0
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570
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649
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2
1,550
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141
26
4
166.2
13,933.2
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1
1
0
0
16
0
1003_4101406
1
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384
1,080
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780
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3
1,550
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344
26
0
410.9
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1
1
0
4
16
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1003_4101406
2
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720
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717
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1,550
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4
254.3
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1
1
0
4
16
0.25
1003_4101406
3
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1,550
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26
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317.4
13,503.4
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1
1
0
0
16
0
1003_4101406
4
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570
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1,550
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1
1
0
0
16
0
1003_4101406
5
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552
1,080
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3
1,550
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314
26
0
374.5
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1
1
0
0
16
0
1003_4101406
6
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720
0
717
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1,550
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427
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217
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1
1
0
0
16
0
1003_4101406
7
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1,550
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280
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1
1
0
0
16
0
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1,550
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1
1
0
0
16
0
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720
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1,550
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359
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1
1
0
0
16
0
1003_4101406
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1,550
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26
306
630
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1
1
0
0
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0
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1,550
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333
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1
1
0
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0
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1,550
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1
1
0
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0
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1
1
0
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0
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1
1
0
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16
0
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1
1
0
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16
0
1003_4101406
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1
1
0
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16
0
1003_4101406
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1
1
0
0
16
0
1003_4101406
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1
1
0
0
16
0
1003_4101406
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736
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1
1
0
0
16
0
1003_4101406
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485
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1,550
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302
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1
1
0
0
16
0
1003_4101406
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1
1
0
0
16
0
1003_4101406
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1
1
0
0
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0
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1
0
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1
1
0
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1,750
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1
1
0
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24
1
1003_4101435
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274
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1,750
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1
1
0
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24
0
1003_4101435
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381
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1,650
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289
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1
1
0
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24
0
1003_4101435
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432
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1,750
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314
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1
1
0
0
24
0
1003_4101435
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1,750
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332
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1
1
0
0
24
0
1003_4101435
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525
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1
1
0
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24
0
1003_4101435
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341
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1,750
bus+train
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1
1
0
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24
0
1003_4101435
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483
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bus+train
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1
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1003_4101435
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332
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bus+train
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1
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1003_4101435
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1,650
bus+train
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1
1
0
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24
0
1003_4101435
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637
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1,750
bus+train
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1
1
0
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601
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1
1
0
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19
1
1003_4101439
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513
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bus+train
3,230
2,583
363
26
288
433.5
22,238.4
1,305.3
20,499.6
0
1
1
0
0
19
0
1003_4101439
2
14
596
2,070
0
644
49
1
1,750
bus+train
3,515
2,666
205
26
130
244.7
23,187.6
2,443.3
20,499.6
0
1
1
0
0
19
0
1003_4101439
3
14
703
2,070
0
284
49
1
1,750
bus+train
3,469
2,773
412
26
337
492.2
22,851.3
1,859.5
20,499.6
0
1
1
0
0
19
0
1003_4101439
4
14
525
2,070
0
644
49
1
1,750
bus+train
3,654
2,595
415
26
340
495.8
23,141.4
2,146
20,499.6
0
1
1
0
0
19
0
1003_4101439
5
14
661
2,070
0
644
49
1
1,750
bus+train
3,849
2,731
474
26
399
566.8
23,774.6
2,708.2
20,499.6
0
1
1
0
0
19
0
1003_4101439
6
14
608
1,890
0
559
37
1
1,750
bus+train
3,581
2,498
524
26
461
626.7
20,733.2
1,935.7
18,170.8
0
1
1
0
0
19
0
1003_4101439
7
14
381
1,890
0
1,585
37
1
1,650
bus+train
4,374
2,271
518
26
455
620.4
20,590.8
1,799.7
18,170.8
0
1
1
0
0
19
0
1003_4101439
8
14
1,239
2,070
0
461
49
2
1,750
bus+train
4,345
3,309
575
26
500
688.1
23,672.1
2,484.4
20,499.6
0
1
1
0
0
19
0
1003_4101439
9
14
332
1,890
0
1,585
37
1
1,650
bus+train
4,409
2,222
602
26
539
720.7
20,481
1,589.5
18,170.8
0
1
1
0
0
19
0
1003_4101439
10
14
453
2,070
0
314
250
1
1,750
bus+train
3,613
2,523
776
26
500
928.6
22,546.5
1,118.3
20,499.6
0
1
1
0
0
19
0
1003_4101439
11
14
1,308
2,070
0
461
49
2
1,750
bus+train
4,474
3,378
635
26
560
760.3
23,870.6
2,610.6
20,499.6
0
1
1
0
0
19
0
1003_4101439
12
14
521
2,070
0
374
250
1
1,750
bus+train
3,797
2,591
832
26
556
995.1
22,739.3
1,244.6
20,499.6
0
1
1
0
0
19
0
1003_4101439
13
14
303
1,890
0
458
324
2
1,650
bus+train
3,462
2,193
811
26
461
970.5
20,598.7
1,457.4
18,170.8
0
1
1
0
0
19
0
1003_4101441
0
20
690
1,980
0
1,150
49
1
1,750
bus+train
3,896
2,670
76
26
1
89.2
22,448.3
1,859.5
20,499.6
0
1
1
0
18
28
0.642857
1003_4101441
1
20
896
1,380
0
644
272
2
1,750
bus+train
3,260
2,276
340
26
42
405.1
23,654.8
3,055.7
20,193.9
0
1
1
0
0
28
0
1003_4101441
2
20
686
1,980
0
1,034
145
1
1,750
bus+train
3,872
2,666
172
26
1
204.4
22,464.6
1,760.5
20,499.6
0
1
1
0
2
28
0.071429
1003_4101441
3
20
2,880
0
0
637
55
2
3,000
bus_only
3,741
2,880
224
168
1
266.3
20,327.3
20,061
0
0
1
0
0
0
28
0
1003_4101441
4
20
497
1,980
0
888
250
1
1,750
bus+train
3,642
2,477
277
26
1
329.7
22,411.9
1,582.6
20,499.6
0
1
1
0
8
28
0.285714
1003_4101441
5
20
661
1,980
0
1,076
49
1
1,750
bus+train
4,019
2,641
302
26
227
361.1
23,568.9
2,708.2
20,499.6
0
1
1
0
0
28
0
1003_4101441
6
20
596
1,980
0
1,076
49
1
1,750
bus+train
4,039
2,576
387
26
312
462
23,405
2,443.3
20,499.6
0
1
1
0
0
28
0
1003_4101441
7
20
2,781
0
0
522
55
1
3,000
bus_only
3,863
2,781
560
168
337
669.1
20,431.2
19,762.1
0
0
1
0
0
0
28
0
1003_4101441
8
20
774
1,980
0
1,150
49
1
1,750
bus+train
4,325
2,754
421
26
346
503.1
23,169
2,166.3
20,499.6
0
1
1
0
0
28
0
1003_4101441
9
20
716
1,980
0
1,076
49
1
1,750
bus+train
4,228
2,696
456
26
381
545.8
23,972.9
2,927.5
20,499.6
0
1
1
0
0
28
0
1003_4101441
10
20
603
1,800
0
1,113
37
1
1,750
bus+train
4,058
2,403
542
26
479
648.2
20,754.6
1,935.7
18,170.8
0
1
1
0
0
28
0
1003_4101441
11
20
2,959
0
0
637
55
2
3,000
bus_only
4,165
2,959
569
168
346
680.1
21,048
20,367.9
0
0
1
0
0
0
28
0
1003_4101441
12
20
768
1,980
0
1,034
145
1
1,750
bus+train
4,299
2,748
517
26
346
618.2
23,185.3
2,067.4
20,499.6
0
1
1
0
0
28
0
1003_4101441
13
20
1,001
1,380
0
644
272
2
1,750
bus+train
3,664
2,381
639
26
341
764.4
24,337.5
3,379.2
20,193.9
0
1
1
0
0
28
0
1003_4101441
14
20
780
1,020
0
1,996
119
1
1,650
bus+train
4,369
1,800
573
28
426
686.5
17,840.4
2,698.2
14,455.7
0
1
1
0
0
28
0