Dataset Viewer (First 5GB)
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Unnamed: 0
int64
0
15.5M
start_date_cet
stringlengths
25
32
end_date_cet
stringlengths
25
32
bike_number
int64
10k
999k
bike_type
int64
0
408
start_city_uid
int64
1
1.09k
end_city_uid
int64
1
1.09k
start_city_name
stringclasses
212 values
end_city_name
stringclasses
212 values
start_station_lat
float64
27.7
57.9
start_station_lon
float64
-15.76
36
end_station_lat
float64
27.7
57.9
end_station_lon
float64
-15.76
36
start_station_name
stringlengths
2
120
end_station_name
stringlengths
2
120
start_station_id
int64
0
496k
end_station_id
int64
0
496k
duration_sec
int64
140
85.9k
duration_min
float64
2
1.43k
distance_km_air
float64
0
29.9
⌀
speed_kmh_air
float64
0
30
⌀
start_date_local
stringlengths
22
22
⌀
end_date_local
stringlengths
22
22
⌀
population_start_city
float64
201
3.43M
⌀
stage_type
int64
1
5
bike_type_category
int64
1
4
0
2025-04-08 15:52:21.217000+02:00
2025-04-08 16:03:39.091000+02:00
100,002
196
362
362
Berlin
Berlin
52.548609
13.383006
52.558635
13.386578
BIKE 100002
virtuell - Soldiner Straße/Prinzenallee
0
10,606
677
11
1.140697
6.065746
2025-04-08 03:52:21 PM
2025-04-08 04:03:39 PM
3,426,354
2
1
1
2025-04-08 16:21:44.766000+02:00
2025-04-08 16:44:23.320000+02:00
100,002
196
362
362
Berlin
Berlin
52.558635
13.386578
52.529866
13.425257
virtuell - Soldiner Straße/Prinzenallee
Heinrich-Roller-Straße/Greifswalder Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
10,606
10,066
1,358
22
4.132155
10.954167
2025-04-08 04:21:44 PM
2025-04-08 04:44:23 PM
3,426,354
1
1
2
2025-04-08 16:53:24.907000+02:00
2025-04-08 17:00:12.236000+02:00
100,002
196
362
362
Berlin
Berlin
52.529866
13.425257
52.523111
13.415656
Heinrich-Roller-Straße/Greifswalder Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
BIKE 100002
10,066
0
407
6
0.993
8.783292
2025-04-08 04:53:24 PM
2025-04-08 05:00:12 PM
3,426,354
2
1
3
2025-04-08 17:29:34.128000+02:00
2025-04-08 17:56:38.224000+02:00
100,002
196
362
362
Berlin
Berlin
52.523062
13.415656
52.497231
13.465526
BIKE 100002
virtuell - Alt-Stralau (Elsenbrücke)
0
11,422
1,624
27
4.431756
9.824089
2025-04-08 05:29:34 PM
2025-04-08 05:56:38 PM
3,426,354
2
1
4
2025-04-08 16:03:39.091000+02:00
2025-04-08 16:10:25.584000+02:00
100,003
196
362
362
Berlin
Berlin
52.467469
13.490165
52.468242
13.47701
virtuell - S Baumschulenweg (Südost)
virtuell - Hänselstraße/Heidekampweg
10,549
10,932
406
6
0.895264
7.938303
2025-04-08 04:03:39 PM
2025-04-08 04:10:25 PM
3,426,354
1
1
5
2025-04-08 17:43:06.274000+02:00
2025-04-08 18:07:57.356000+02:00
100,003
196
362
362
Berlin
Berlin
52.468242
13.47701
52.490825
13.513653
virtuell - Hänselstraße/Heidekampweg
virtuell - Tannhäuserstraße/Odinstraße
10,932
11,425
1,491
24
3.530418
8.524148
2025-04-08 05:43:06 PM
2025-04-08 06:07:57 PM
3,426,354
1
1
6
2025-04-09 01:34:05.538000+02:00
2025-04-09 01:56:47.713000+02:00
100,003
196
362
362
Berlin
Berlin
52.490825
13.513653
52.468242
13.47701
virtuell - Tannhäuserstraße/Odinstraße
virtuell - Hänselstraße/Heidekampweg
11,425
10,932
1,362
22
3.530418
9.331501
2025-04-09 01:34:05 AM
2025-04-09 01:56:47 AM
3,426,354
1
1
7
2025-04-08 15:50:05.798000+02:00
2025-04-08 16:14:58.725000+02:00
100,004
196
362
362
Berlin
Berlin
52.494947
13.420681
52.50246
13.469894
BIKE 100004
virtuell - S Ostkreuz (Südost)
0
12,309
1,492
24
3.434534
8.287081
2025-04-08 03:50:05 PM
2025-04-08 04:14:58 PM
3,426,354
2
1
8
2025-04-08 16:57:56.187000+02:00
2025-04-08 17:04:43.662000+02:00
100,004
196
362
362
Berlin
Berlin
52.50246
13.469894
52.500072
13.461058
virtuell - S Ostkreuz (Südost)
virtuell - Bossestraße/Corinthstraße
12,309
13,119
407
6
0.654396
5.788269
2025-04-08 04:57:56 PM
2025-04-08 05:04:43 PM
3,426,354
1
1
9
2025-04-08 17:27:18.221000+02:00
2025-04-08 17:31:49.554000+02:00
100,004
196
362
362
Berlin
Berlin
52.500072
13.461058
52.502713
13.468561
virtuell - Bossestraße/Corinthstraße
virtuell - S Ostkreuz (Süd)
13,119
13,869
271
4
0.586662
7.793297
2025-04-08 05:27:18 PM
2025-04-08 05:31:49 PM
3,426,354
1
1
10
2025-04-08 18:16:57.778000+02:00
2025-04-08 18:23:43.810000+02:00
100,004
196
362
362
Berlin
Berlin
52.502713
13.468561
52.501071
13.474443
virtuell - S Ostkreuz (Süd)
virtuell - Hauptstraße/Ulrich-Plenzdorf-Straße
13,869
12,311
406
6
0.438011
3.883841
2025-04-08 06:16:57 PM
2025-04-08 06:23:43 PM
3,426,354
1
1
11
2025-04-08 20:39:21.567000+02:00
2025-04-08 20:46:09.166000+02:00
100,004
196
362
362
Berlin
Berlin
52.501071
13.474443
52.498994
13.480353
virtuell - Hauptstraße/Ulrich-Plenzdorf-Straße
Hauptstraße/Emma-Ihrer-Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
12,311
1,870
407
6
0.461933
4.085897
2025-04-08 08:39:21 PM
2025-04-08 08:46:09 PM
3,426,354
1
1
12
2025-04-08 18:37:17.030000+02:00
2025-04-08 18:57:36.663000+02:00
100,005
196
362
362
Berlin
Berlin
52.486472
13.360639
52.47644
13.340964
virtuell - S Julius-Leber-Brücke (West)
BIKE 100005
1,396
0
1,219
20
1.737702
5.131852
2025-04-08 06:37:17 PM
2025-04-08 06:57:36 PM
3,426,354
2
1
13
2025-04-08 18:57:36.663000+02:00
2025-04-08 19:04:22.943000+02:00
100,005
196
362
362
Berlin
Berlin
52.47644
13.340964
52.475462
13.332876
BIKE 100005
BIKE 100005
0
0
406
6
0.558476
4.952004
2025-04-08 06:57:36 PM
2025-04-08 07:04:22 PM
3,426,354
4
1
14
2025-04-08 17:09:14.406000+02:00
2025-04-08 17:18:16.032000+02:00
100,007
196
362
362
Berlin
Berlin
52.432563
13.52791
52.432563
13.52791
Jelbi Studentendorf Adlershof (ADL/ST)
Jelbi Studentendorf Adlershof (ADL/ST)
11,782
11,782
541
9
null
null
2025-04-08 05:09:14 PM
2025-04-08 05:18:16 PM
3,426,354
3
1
15
2025-04-08 18:48:33.297000+02:00
2025-04-08 18:59:51.767000+02:00
100,007
196
362
362
Berlin
Berlin
52.432563
13.52791
52.432397
13.545906
Jelbi Studentendorf Adlershof (ADL/ST)
virtuell - Büchnerweg/Adlergestell
11,782
12,611
678
11
1.22018
6.478833
2025-04-08 06:48:33 PM
2025-04-08 06:59:51 PM
3,426,354
1
1
16
2025-04-08 20:34:50.626000+02:00
2025-04-08 20:43:53.006000+02:00
100,007
196
362
362
Berlin
Berlin
52.432397
13.545906
52.432563
13.52791
virtuell - Büchnerweg/Adlergestell
Jelbi Studentendorf Adlershof (ADL/ST)
12,611
11,782
542
9
1.22018
8.104518
2025-04-08 08:34:50 PM
2025-04-08 08:43:53 PM
3,426,354
1
1
17
2025-04-08 15:34:17.342000+02:00
2025-04-08 15:45:35.158000+02:00
100,008
196
362
362
Berlin
Berlin
52.478831
13.327849
52.485784
13.335476
virtuell - S Bundesplatz (Nordwest)
virtuell - Badensche Straße/Babelsberger Straße
1,692
10,826
677
11
0.929787
4.944212
2025-04-08 03:34:17 PM
2025-04-08 03:45:35 PM
3,426,354
1
1
18
2025-04-08 18:39:32.245000+02:00
2025-04-08 18:55:21.293000+02:00
100,008
196
362
362
Berlin
Berlin
52.485784
13.335476
52.498028
13.324764
virtuell - Badensche Straße/Babelsberger Straße
virtuell - Ludwigkirchstraße/Uhlandstraße
10,826
11,870
949
15
1.542588
5.851756
2025-04-08 06:39:32 PM
2025-04-08 06:55:21 PM
3,426,354
1
1
19
2025-04-08 22:59:46.500000+02:00
2025-04-08 23:17:55.003000+02:00
100,008
196
362
362
Berlin
Berlin
52.498028
13.324764
52.528207
13.299165
virtuell - Ludwigkirchstraße/Uhlandstraße
virtuell - Herschelstraße/Brahestraße
11,870
10,493
1,088
18
3.776502
12.495778
2025-04-08 10:59:46 PM
2025-04-08 11:17:55 PM
3,426,354
1
1
20
2025-04-08 17:40:51.055000+02:00
2025-04-08 17:56:38.224000+02:00
100,009
196
362
362
Berlin
Berlin
52.51731
13.39041
52.508232
13.367207
Jelbi Unter den Linden/Charlottenstraße (MIT/CH)
Kulturforum | BONUS-Station: Return(Rückgabe) here=15 mins free
12,935
1,332
947
15
1.866659
7.096064
2025-04-08 05:40:51 PM
2025-04-08 05:56:38 PM
3,426,354
1
1
21
2025-04-08 19:02:07.401000+02:00
2025-04-08 19:13:24.749000+02:00
100,009
196
362
362
Berlin
Berlin
52.508232
13.367207
52.49864
13.357064
Kulturforum | BONUS-Station: Return(Rückgabe) here=15 mins free
BIKE 100009
1,332
0
677
11
1.268436
6.745009
2025-04-08 07:02:07 PM
2025-04-08 07:13:24 PM
3,426,354
2
1
22
2025-04-08 15:47:50.462000+02:00
2025-04-08 16:17:14.275000+02:00
100,010
196
362
362
Berlin
Berlin
52.481498
13.360313
52.499108
13.313614
virtuell - Gotenstraße/Leuthener Straße
virtuell - Olivaer Platz/Bregenzer Straße
13,219
11,667
1,763
29
3.719052
7.594208
2025-04-08 03:47:50 PM
2025-04-08 04:17:14 PM
3,426,354
1
1
23
2025-04-08 20:12:14.913000+02:00
2025-04-08 20:21:16.960000+02:00
100,010
196
362
362
Berlin
Berlin
52.499108
13.313614
52.505816
13.317656
virtuell - Olivaer Platz/Bregenzer Straße
virtuell - S Savignyplatz (Nordwest)
11,667
13,405
542
9
0.794489
5.27705
2025-04-08 08:12:14 PM
2025-04-08 08:21:16 PM
3,426,354
1
1
24
2025-04-08 20:50:39.783000+02:00
2025-04-08 20:57:26.818000+02:00
100,010
196
362
362
Berlin
Berlin
52.505816
13.317656
52.496479
13.315985
virtuell - S Savignyplatz (Nordwest)
virtuell - Düsseldorfer Straße/Württembergische Straße
13,405
13,378
407
6
1.04437
9.237672
2025-04-08 08:50:39 PM
2025-04-08 08:57:26 PM
3,426,354
1
1
25
2025-04-08 17:47:36.370000+02:00
2025-04-08 18:05:41.862000+02:00
100,011
196
362
362
Berlin
Berlin
52.447048
13.342766
52.468369
13.370428
virtuell - Halskestraße/Stephanstraße
BIKE 100011
11,934
0
1,085
18
3.022174
10.027489
2025-04-08 05:47:36 PM
2025-04-08 06:05:41 PM
3,426,354
2
1
26
2025-04-08 19:38:17.724000+02:00
2025-04-08 19:54:08.776000+02:00
100,011
196
362
362
Berlin
Berlin
52.468462
13.370603
52.447048
13.342766
BIKE 100011
virtuell - Halskestraße/Stephanstraße
0
11,934
951
15
3.03764
11.498952
2025-04-08 07:38:17 PM
2025-04-08 07:54:08 PM
3,426,354
2
1
27
2025-04-08 19:42:49.436000+02:00
2025-04-08 19:54:08.776000+02:00
100,012
196
362
362
Berlin
Berlin
52.482431
13.44093
52.483009
13.429099
BIKE 100012
BIKE 100012
0
0
679
11
0.803743
4.261376
2025-04-08 07:42:49 PM
2025-04-08 07:54:08 PM
3,426,354
4
1
28
2025-04-08 22:18:58.779000+02:00
2025-04-08 22:39:22.511000+02:00
100,012
196
362
362
Berlin
Berlin
52.48292
13.429073
52.472737
13.428618
BIKE 100012
U Leinestraße | BONUS-Station: Return(Rückgabe) here=15 mins free
0
1,583
1,223
20
1.132717
3.334245
2025-04-08 10:18:58 PM
2025-04-08 10:39:22 PM
3,426,354
2
1
29
2025-04-08 23:45:08.381000+02:00
2025-04-08 23:54:11.901000+02:00
100,012
196
362
362
Berlin
Berlin
52.472737
13.428618
52.47249
13.41999
U Leinestraße | BONUS-Station: Return(Rückgabe) here=15 mins free
Jelbi Leinestraße (NEU/LE)
1,583
1,765
543
9
0.585048
3.878773
2025-04-08 11:45:08 PM
2025-04-08 11:54:11 PM
3,426,354
1
1
30
2025-04-08 15:20:43.766000+02:00
2025-04-08 17:06:58.904000+02:00
100,013
196
362
362
Berlin
Berlin
52.518756
13.386509
52.498333
13.405597
BIKE 100013
BIKE 100013
0
0
6,375
106
2.612659
1.475384
2025-04-08 03:20:43 PM
2025-04-08 05:06:58 PM
3,426,354
4
1
31
2025-04-08 23:31:31.042000+02:00
2025-04-08 23:45:08.381000+02:00
100,014
196
362
362
Berlin
Berlin
52.524065
13.387436
52.509421
13.390274
Friedrichstadtpalast (U Oranienburger Tor) | BONUS-Station: Return(Rückgabe) here=15 mins free
U Stadtmitte | BONUS-Station: Return(Rückgabe) here=15 mins free
1,248
1,209
817
13
1.639623
7.224777
2025-04-08 11:31:31 PM
2025-04-08 11:45:08 PM
3,426,354
1
1
32
2025-04-09 00:28:13.074000+02:00
2025-04-09 00:32:46.026000+02:00
100,014
196
362
362
Berlin
Berlin
52.509421
13.390274
52.515581
13.389244
U Stadtmitte | BONUS-Station: Return(Rückgabe) here=15 mins free
virtuell - Friedrichsstraße/Behrensstraße/Ost (Abstellfläche-Mikromobilität)
1,209
11,334
272
4
0.688498
9.112475
2025-04-09 12:28:13 AM
2025-04-09 12:32:46 AM
3,426,354
1
1
33
2025-04-08 18:16:57.778000+02:00
2025-04-08 18:21:28.296000+02:00
100,016
196
362
362
Berlin
Berlin
52.501871
13.320734
52.504866
13.322216
BIKE 100016
virtuell - S Savignyplatz (Knesebeckstraße)
0
1,662
270
4
0.347808
4.63744
2025-04-08 06:16:57 PM
2025-04-08 06:21:28 PM
3,426,354
2
1
34
2025-04-08 18:30:29.776000+02:00
2025-04-08 18:37:17.030000+02:00
100,016
196
362
362
Berlin
Berlin
52.504866
13.322216
52.500769
13.324794
virtuell - S Savignyplatz (Knesebeckstraße)
BIKE 100016
1,662
0
407
6
0.487841
4.315058
2025-04-08 06:30:29 PM
2025-04-08 06:37:17 PM
3,426,354
2
1
35
2025-04-08 19:02:07.401000+02:00
2025-04-08 19:08:53.914000+02:00
100,016
196
362
362
Berlin
Berlin
52.500171
13.325263
52.496917
13.324046
virtuell - Uhlandstraße/Lietzenburger Straße
virtuell - Pariser Straße (Uhlandstraße)
10,823
13,371
406
6
0.371088
3.29044
2025-04-08 07:02:07 PM
2025-04-08 07:08:53 PM
3,426,354
1
1
36
2025-04-08 19:11:09.229000+02:00
2025-04-08 19:17:56.029000+02:00
100,016
196
362
362
Berlin
Berlin
52.496917
13.324046
52.494728
13.325756
virtuell - Pariser Straße (Uhlandstraße)
virtuell - Düsseldorfer Straße/Hohenzollerndamm
13,371
13,381
406
6
0.269532
2.389937
2025-04-08 07:11:09 PM
2025-04-08 07:17:56 PM
3,426,354
1
1
37
2025-04-08 15:32:02.022000+02:00
2025-04-08 15:36:32.894000+02:00
100,017
196
362
362
Berlin
Berlin
52.49336
13.437501
52.495766
13.436898
virtuell - Reichenberger Straße/Glogauer Straße
virtuell - Wiener Straße/Liegnitzer Straße
10,003
13,059
270
4
0.270632
3.608422
2025-04-08 03:32:02 PM
2025-04-08 03:36:32 PM
3,426,354
1
1
38
2025-04-08 15:36:32.894000+02:00
2025-04-08 15:45:35.158000+02:00
100,017
196
362
362
Berlin
Berlin
52.495766
13.436898
52.503533
13.410358
virtuell - Wiener Straße/Liegnitzer Straße
BIKE 100017
13,059
0
542
9
1.99335
13.239961
2025-04-08 03:36:32 PM
2025-04-08 03:45:35 PM
3,426,354
2
1
39
2025-04-08 15:56:52.575000+02:00
2025-04-08 16:42:07.598000+02:00
100,017
196
362
362
Berlin
Berlin
52.503533
13.410246
52.486872
13.422317
BIKE 100017
Jelbi Huxleys Neue Welt (NEU/HU)
0
11,348
2,715
45
2.024844
2.684876
2025-04-08 03:56:52 PM
2025-04-08 04:42:07 PM
3,426,354
2
1
40
2025-04-08 17:29:34.128000+02:00
2025-04-08 17:34:04.825000+02:00
100,021
196
362
362
Berlin
Berlin
52.520367
13.392012
52.520053
13.388501
Geschwister Scholl Str. | BONUS-Station: Return(Rückgabe) here=15 mins free
BIKE 100021
1,213
0
270
4
0.240107
3.201422
2025-04-08 05:29:34 PM
2025-04-08 05:34:04 PM
3,426,354
2
1
41
2025-04-08 18:23:43.810000+02:00
2025-04-08 18:30:29.776000+02:00
100,021
196
362
362
Berlin
Berlin
52.520204
13.388477
52.527751
13.381512
BIKE 100021
BIKE 100021
0
0
405
6
0.962433
8.55496
2025-04-08 06:23:43 PM
2025-04-08 06:30:29 PM
3,426,354
4
1
42
2025-04-08 18:39:32.245000+02:00
2025-04-08 19:11:09.229000+02:00
100,021
196
362
362
Berlin
Berlin
52.528245
13.381321
52.497142
13.438531
virtuell - Hannoversche Straße (HU Nord)
virtuell - Görlitzer Straße/Oppelner Straße
10,757
13,112
1,896
31
5.191306
9.85691
2025-04-08 06:39:32 PM
2025-04-08 07:11:09 PM
3,426,354
1
1
43
2025-04-08 20:05:27.005000+02:00
2025-04-08 20:12:14.913000+02:00
100,021
196
362
362
Berlin
Berlin
52.497142
13.438531
52.501156
13.434691
virtuell - Görlitzer Straße/Oppelner Straße
virtuell - Zeughofstraße/Wrangelstraße
13,112
10,397
407
6
0.516512
4.568656
2025-04-08 08:05:27 PM
2025-04-08 08:12:14 PM
3,426,354
1
1
44
2025-04-08 20:12:14.913000+02:00
2025-04-08 20:19:01.730000+02:00
100,021
196
362
362
Berlin
Berlin
52.501156
13.434691
52.505854
13.432104
virtuell - Zeughofstraße/Wrangelstraße
virtuell - Köpenicker Straße/Audre-Lorde-Straße
10,397
13,080
406
6
0.550959
4.885355
2025-04-08 08:12:14 PM
2025-04-08 08:19:01 PM
3,426,354
1
1
45
2025-04-08 16:28:31.922000+02:00
2025-04-08 16:37:35.858000+02:00
100,022
196
362
362
Berlin
Berlin
52.505433
13.37652
52.500549
13.366327
virtuell - Bernburger Straße/Köthener Straße
Pohlstrasse | BONUS-Station: Return(Rückgabe) here=15 mins free
10,015
1,301
543
9
0.878028
5.821183
2025-04-08 04:28:31 PM
2025-04-08 04:37:35 PM
3,426,354
1
1
46
2025-04-08 16:46:38.630000+02:00
2025-04-08 16:57:56.187000+02:00
100,022
196
362
362
Berlin
Berlin
52.500549
13.366327
52.49836
13.34976
Pohlstrasse | BONUS-Station: Return(Rückgabe) here=15 mins free
Jelbi Motzstraße/Eisenacher Straße (SCH/ME)
1,301
12,061
677
11
1.147565
6.102264
2025-04-08 04:46:38 PM
2025-04-08 04:57:56 PM
3,426,354
1
1
47
2025-04-08 19:26:58.499000+02:00
2025-04-08 19:36:01.861000+02:00
100,022
196
362
362
Berlin
Berlin
52.49836
13.34976
52.503613
13.342851
Jelbi Motzstraße/Eisenacher Straße (SCH/ME)
BIKE 100022
12,061
0
543
9
0.748261
4.960845
2025-04-08 07:26:58 PM
2025-04-08 07:36:01 PM
3,426,354
2
1
48
2025-04-08 16:55:40.407000+02:00
2025-04-08 17:20:31.172000+02:00
100,023
196
362
362
Berlin
Berlin
52.55516
13.425466
52.528424
13.407681
BIKE 100023
Jelbi Linienstraße/Rückerstraße (MIT/RU)
0
10,315
1,490
24
3.206988
7.748427
2025-04-08 04:55:40 PM
2025-04-08 05:20:31 PM
3,426,354
2
1
49
2025-04-08 18:35:01.491000+02:00
2025-04-08 18:44:03.101000+02:00
100,023
196
362
362
Berlin
Berlin
52.528424
13.407681
52.529856
13.392073
Jelbi Linienstraße/Rückerstraße (MIT/RU)
virtuell - Gartenstraße/Schröderstraße
10,315
13,182
541
9
1.067763
7.105263
2025-04-08 06:35:01 PM
2025-04-08 06:44:03 PM
3,426,354
1
1
50
2025-04-08 20:32:35.070000+02:00
2025-04-08 20:50:39.783000+02:00
100,026
196
362
362
Berlin
Berlin
52.524623
13.404415
52.516031
13.445101
Jelbi Neue Schönhauser Straße/Rosenthaler Straße (MIT/SR)
virtuell - Hildegard-Jadamowitz-Straße/Gubener Straße
10,316
11,456
1,084
18
2.913885
9.677109
2025-04-08 08:32:35 PM
2025-04-08 08:50:39 PM
3,426,354
1
1
51
2025-04-08 16:35:18.970000+02:00
2025-04-08 16:44:23.320000+02:00
100,030
196
362
362
Berlin
Berlin
52.516665
13.293983
52.52328
13.288394
virtuell - Neue Christstraße/Nehringstraße
BIKE 100030
11,846
0
544
9
0.827068
5.473242
2025-04-08 04:35:18 PM
2025-04-08 04:44:23 PM
3,426,354
2
1
52
2025-04-08 16:57:56.187000+02:00
2025-04-08 17:04:43.662000+02:00
100,030
196
362
362
Berlin
Berlin
52.52328
13.288394
52.520369
13.286298
BIKE 100030
BIKE 100030
0
0
407
6
0.35339
3.125807
2025-04-08 04:57:56 PM
2025-04-08 05:04:43 PM
3,426,354
4
1
53
2025-04-08 16:35:18.970000+02:00
2025-04-08 16:46:38.630000+02:00
100,031
196
362
362
Berlin
Berlin
52.502175
13.325102
52.506711
13.309407
virtuell - U Uhlandstraße (Kurfürstendamm/Uhlandstraße)
virtuell - Kantstraße/Krumme Straße
10,400
11,864
679
11
1.175965
6.234864
2025-04-08 04:35:18 PM
2025-04-08 04:46:38 PM
3,426,354
1
1
54
2025-04-08 14:53:34.919000+02:00
2025-04-08 15:00:21.042000+02:00
100,032
196
362
362
Berlin
Berlin
52.482845
13.438336
52.480396
13.434139
virtuell - Sonnenallee/Elbestraße
BIKE 100032
11,832
0
406
6
0.39362
3.490224
2025-04-08 02:53:34 PM
2025-04-08 03:00:21 PM
3,426,354
2
1
55
2025-04-08 17:00:12.236000+02:00
2025-04-08 17:13:45.177000+02:00
100,033
196
362
362
Berlin
Berlin
52.50162
13.477317
52.50362
13.49491
S Rummelsburg | BONUS-Station: Return(Rückgabe) here=15 mins free
Münsterlandplatz | BONUS-Station: Return(Rückgabe) here=15 mins free
1,899
1,874
812
13
1.211408
5.370775
2025-04-08 05:00:12 PM
2025-04-08 05:13:45 PM
3,426,354
1
1
56
2025-04-08 17:52:07.227000+02:00
2025-04-08 17:56:38.224000+02:00
100,033
196
362
362
Berlin
Berlin
52.50362
13.49491
52.503117
13.498693
Münsterlandplatz | BONUS-Station: Return(Rückgabe) here=15 mins free
virtuell - Marie-Curie-Allee/Münsterlandstraße
1,874
11,139
270
4
0.262094
3.49458
2025-04-08 05:52:07 PM
2025-04-08 05:56:38 PM
3,426,354
1
1
57
2025-04-08 18:46:17.899000+02:00
2025-04-08 19:02:07.401000+02:00
100,033
196
362
362
Berlin
Berlin
52.503117
13.498693
52.513848
13.474512
virtuell - Marie-Curie-Allee/Münsterlandstraße
virtuell - S+U Frankfurter Allee (Ring-Center 1/Süd)
11,139
11,561
949
15
2.025344
7.683074
2025-04-08 06:46:17 PM
2025-04-08 07:02:07 PM
3,426,354
1
1
58
2025-04-08 19:40:33.566000+02:00
2025-04-08 19:54:08.776000+02:00
100,033
196
362
362
Berlin
Berlin
52.513848
13.474512
52.503117
13.498693
virtuell - S+U Frankfurter Allee (Ring-Center 1/Süd)
virtuell - Marie-Curie-Allee/Münsterlandstraße
11,561
11,139
815
13
2.025344
8.946304
2025-04-08 07:40:33 PM
2025-04-08 07:54:08 PM
3,426,354
1
1
59
2025-04-08 20:19:01.730000+02:00
2025-04-08 20:30:19.235000+02:00
100,033
196
362
362
Berlin
Berlin
52.503117
13.498693
52.494662
13.514405
virtuell - Marie-Curie-Allee/Münsterlandstraße
virtuell - Mellenseestraße/Sewanstraße (Süd)
11,139
11,183
677
11
1.419547
7.54855
2025-04-08 08:19:01 PM
2025-04-08 08:30:19 PM
3,426,354
1
1
60
2025-04-08 16:21:44.766000+02:00
2025-04-08 16:33:03.643000+02:00
100,035
196
362
362
Berlin
Berlin
52.539561
13.388525
52.528823
13.401877
Jasmunder Straße/Usedomer Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
Jelbi Linienstraße/Rosenthaler Straße (MIT/LR)
1,364
10,911
678
11
1.497087
7.949135
2025-04-08 04:21:44 PM
2025-04-08 04:33:03 PM
3,426,354
1
1
61
2025-04-08 19:58:39.815000+02:00
2025-04-08 20:19:01.730000+02:00
100,035
196
362
362
Berlin
Berlin
52.528823
13.401877
52.522689
13.367294
Jelbi Linienstraße/Rosenthaler Straße (MIT/LR)
Jelbi Katharina-Paulus-Straße/Alt-Moabit (MOA/KA)
10,911
13,721
1,221
20
2.436988
7.185224
2025-04-08 07:58:39 PM
2025-04-08 08:19:01 PM
3,426,354
1
1
62
2025-04-08 21:04:14.494000+02:00
2025-04-08 21:08:46.014000+02:00
100,035
196
362
362
Berlin
Berlin
52.522689
13.367294
52.522772
13.368607
Jelbi Katharina-Paulus-Straße/Alt-Moabit (MOA/KA)
Ella-Trebe-Straße/Rahel-Hirsch-Straße
13,721
10,293
271
4
0.089311
1.186415
2025-04-08 09:04:14 PM
2025-04-08 09:08:46 PM
3,426,354
1
1
63
2025-04-08 22:28:02.392000+02:00
2025-04-08 22:46:10.587000+02:00
100,035
196
362
362
Berlin
Berlin
52.522772
13.368607
52.530604
13.402103
Ella-Trebe-Straße/Rahel-Hirsch-Straße
virtuell - U Rosenthaler Platz/Weinbergsweg (Abstellfläche-Mikromobilität)
10,293
1,304
1,088
18
2.427595
8.032484
2025-04-08 10:28:02 PM
2025-04-08 10:46:10 PM
3,426,354
1
1
64
2025-04-08 23:45:08.381000+02:00
2025-04-09 00:21:23.916000+02:00
100,035
196
362
362
Berlin
Berlin
52.530604
13.402103
52.494602
13.346799
virtuell - U Rosenthaler Platz/Weinbergsweg (Abstellfläche-Mikromobilität)
Martin-Luther-Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
1,304
1,804
2,175
36
5.480181
9.070644
2025-04-08 11:45:08 PM
2025-04-09 12:21:23 AM
3,426,354
1
1
65
2025-04-08 18:05:41.862000+02:00
2025-04-08 18:10:12.638000+02:00
100,037
196
362
362
Berlin
Berlin
52.517425
13.391975
52.517425
13.391975
Jelbi Bebelplatz (MIT/BB)
Jelbi Bebelplatz (MIT/BB)
10,199
10,199
270
4
null
null
2025-04-08 06:05:41 PM
2025-04-08 06:10:12 PM
3,426,354
3
1
66
2025-04-08 18:21:28.296000+02:00
2025-04-08 18:30:29.776000+02:00
100,037
196
362
362
Berlin
Berlin
52.517425
13.391975
52.525713
13.390295
Jelbi Bebelplatz (MIT/BB)
virtuell - Oranienburger Straße/Auguststraße
10,199
10,035
541
9
0.928567
6.179002
2025-04-08 06:21:28 PM
2025-04-08 06:30:29 PM
3,426,354
1
1
67
2025-04-08 19:15:40.294000+02:00
2025-04-08 19:22:27.660000+02:00
100,037
196
362
362
Berlin
Berlin
52.525713
13.390295
52.526026
13.403953
virtuell - Oranienburger Straße/Auguststraße
U Weinmeisterstraße/Gormannstraße | BONUS-Station: Return(Rückgabe) here=15 mins free
10,035
1,200
407
6
0.924637
8.17861
2025-04-08 07:15:40 PM
2025-04-08 07:22:27 PM
3,426,354
1
1
68
2025-04-08 19:33:44.532000+02:00
2025-04-08 19:42:49.436000+02:00
100,037
196
362
362
Berlin
Berlin
52.526026
13.403953
52.538714
13.409538
U Weinmeisterstraße/Gormannstraße | BONUS-Station: Return(Rückgabe) here=15 mins free
virtuell - Oderberger Straße/Kastanienallee
1,200
10,576
544
9
1.460544
9.665364
2025-04-08 07:33:44 PM
2025-04-08 07:42:49 PM
3,426,354
1
1
69
2025-04-08 17:31:49.554000+02:00
2025-04-08 17:47:36.370000+02:00
100,038
196
362
362
Berlin
Berlin
52.46429
13.41134
52.47755
13.448826
Jelbi Oberlandstraße/Atelier Gardens (TEM/OB)
Sonnenallee/Treptower Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
13,928
1,608
946
15
2.9362
11.173698
2025-04-08 05:31:49 PM
2025-04-08 05:47:36 PM
3,426,354
1
1
70
2025-04-08 16:44:23.320000+02:00
2025-04-08 16:55:40.407000+02:00
100,039
196
362
362
Berlin
Berlin
52.512876
13.399853
52.505422
13.38524
BIKE 100039
BIKE 100039
0
0
677
11
1.290364
6.861612
2025-04-08 04:44:23 PM
2025-04-08 04:55:40 PM
3,426,354
4
1
71
2025-04-08 18:14:43.006000+02:00
2025-04-08 18:46:17.899000+02:00
100,039
196
362
362
Berlin
Berlin
52.505667
13.385164
52.499013
13.426178
BIKE 100039
U Görlitzer Bahnhof | BONUS-Station: Return(Rückgabe) here=15 mins free
0
1,471
1,894
31
2.873044
5.460908
2025-04-08 06:14:43 PM
2025-04-08 06:46:17 PM
3,426,354
2
1
72
2025-04-08 19:22:27.660000+02:00
2025-04-08 19:42:49.436000+02:00
100,039
196
362
362
Berlin
Berlin
52.499013
13.426178
52.484394
13.393224
U Görlitzer Bahnhof | BONUS-Station: Return(Rückgabe) here=15 mins free
virtuell - Columbiahalle
1,471
10,136
1,221
20
2.760493
8.139045
2025-04-08 07:22:27 PM
2025-04-08 07:42:49 PM
3,426,354
1
1
73
2025-04-08 15:47:50.462000+02:00
2025-04-08 16:03:39.091000+02:00
100,041
196
362
362
Berlin
Berlin
52.514
13.38638
52.495139
13.383813
Jelbi Glinkastraße/Jägerstraße (MIT/GJ)
virtuell - Wartenburgstraße/Großbeerenstraße
12,858
13,109
948
15
2.104432
7.991514
2025-04-08 03:47:50 PM
2025-04-08 04:03:39 PM
3,426,354
1
1
74
2025-04-08 16:28:31.922000+02:00
2025-04-08 16:35:18.970000+02:00
100,041
196
362
362
Berlin
Berlin
52.495139
13.383813
52.491269
13.386506
virtuell - Wartenburgstraße/Großbeerenstraße
virtuell - Mehringdamm/Hagelberger Straße
13,109
12,102
407
6
0.467354
4.133844
2025-04-08 04:28:31 PM
2025-04-08 04:35:18 PM
3,426,354
1
1
75
2025-04-08 22:39:22.511000+02:00
2025-04-08 22:48:27.369000+02:00
100,041
196
362
362
Berlin
Berlin
52.491269
13.386506
52.492798
13.37115
virtuell - Mehringdamm/Hagelberger Straße
virtuell - S+U Yorckstraße (Ost)
12,102
1,694
544
9
1.053464
6.971453
2025-04-08 10:39:22 PM
2025-04-08 10:48:27 PM
3,426,354
1
1
76
2025-04-08 23:17:55.003000+02:00
2025-04-08 23:26:59.014000+02:00
100,041
196
362
362
Berlin
Berlin
52.492798
13.37115
52.49857
13.35966
virtuell - S+U Yorckstraße (Ost)
Jelbi Frobenstraße/Bülowstraße (SCH/FR)
1,694
12,254
544
9
1.008453
6.673584
2025-04-08 11:17:55 PM
2025-04-08 11:26:59 PM
3,426,354
1
1
77
2025-04-08 18:01:09.078000+02:00
2025-04-08 18:16:57.778000+02:00
100,043
196
362
362
Berlin
Berlin
52.517751
13.39035
52.505004
13.382112
BIKE 100043
BIKE 100043
0
0
948
15
1.523099
5.783918
2025-04-08 06:01:09 PM
2025-04-08 06:16:57 PM
3,426,354
4
1
78
2025-04-08 18:21:28.296000+02:00
2025-04-08 18:30:29.776000+02:00
100,043
196
362
362
Berlin
Berlin
52.50449
13.382024
52.513897
13.390966
S Anhalter Bahnhof | BONUS-Station: Return(Rückgabe) here=15 mins free
virtuell - Jägerstraße/Charlottenstraße (West)
1,442
11,338
541
9
1.208456
8.041484
2025-04-08 06:21:28 PM
2025-04-08 06:30:29 PM
3,426,354
1
1
79
2025-04-08 15:07:08.442000+02:00
2025-04-08 15:47:50.462000+02:00
100,045
196
362
362
Berlin
Berlin
52.50596
13.323197
52.544614
13.422439
virtuell - Kantstraße/Savignyplatz (Ost)
virtuell - Stargarder Straße/Dunckerstraße
13,403
10,106
2,442
40
7.971884
11.752163
2025-04-08 03:07:08 PM
2025-04-08 03:47:50 PM
3,426,354
1
1
80
2025-04-08 16:35:18.970000+02:00
2025-04-08 16:44:23.320000+02:00
100,045
196
362
362
Berlin
Berlin
52.544614
13.422439
52.532109
13.431655
virtuell - Stargarder Straße/Dunckerstraße
virtuell - Hufelandstraße/Esmarchstraße
10,106
11,725
544
9
1.523801
10.083977
2025-04-08 04:35:18 PM
2025-04-08 04:44:23 PM
3,426,354
1
1
81
2025-04-08 17:43:06.274000+02:00
2025-04-08 17:49:51.612000+02:00
100,045
196
362
362
Berlin
Berlin
52.532109
13.431655
52.530347
13.432487
virtuell - Hufelandstraße/Esmarchstraße
virtuell - Käthe-Niederkirchner-Straße/Bötzowstraße
11,725
10,102
405
6
0.203848
1.811985
2025-04-08 05:43:06 PM
2025-04-08 05:49:51 PM
3,426,354
1
1
82
2025-04-08 18:16:57.778000+02:00
2025-04-08 18:37:17.030000+02:00
100,045
196
362
362
Berlin
Berlin
52.530347
13.432487
52.512421
13.468423
virtuell - Käthe-Niederkirchner-Straße/Bötzowstraße
virtuell - Scharnweberstraße/Finowstraße
10,102
10,668
1,219
20
3.143996
9.284976
2025-04-08 06:16:57 PM
2025-04-08 06:37:17 PM
3,426,354
1
1
83
2025-04-08 19:36:01.861000+02:00
2025-04-08 19:47:22.149000+02:00
100,045
196
362
362
Berlin
Berlin
52.512421
13.468423
52.504555
13.467607
virtuell - Scharnweberstraße/Finowstraße
S Ostkreuz | BONUS-Station: Return(Rückgabe) here=15 mins free
10,668
1,474
680
11
0.876401
4.63977
2025-04-08 07:36:01 PM
2025-04-08 07:47:22 PM
3,426,354
1
1
84
2025-04-08 19:56:24.284000+02:00
2025-04-08 20:05:27.005000+02:00
100,045
196
362
362
Berlin
Berlin
52.504555
13.467607
52.508088
13.455252
S Ostkreuz | BONUS-Station: Return(Rückgabe) here=15 mins free
Jelbi Simon-Dach-Straße/ Revaler Straße (FHA/SI)
1,474
1,401
542
9
0.923889
6.136529
2025-04-08 07:56:24 PM
2025-04-08 08:05:27 PM
3,426,354
1
1
85
2025-04-08 21:24:36.148000+02:00
2025-04-08 21:51:47.416000+02:00
100,045
196
362
362
Berlin
Berlin
52.508088
13.455252
52.492026
13.391139
Jelbi Simon-Dach-Straße/ Revaler Straße (FHA/SI)
virtuell - Gneisenaustraße/Nostitzstraße
1,401
10,384
1,631
27
4.693015
10.358586
2025-04-08 09:24:36 PM
2025-04-08 09:51:47 PM
3,426,354
1
1
86
2025-04-08 22:25:46.973000+02:00
2025-04-08 22:41:38.541000+02:00
100,045
196
362
362
Berlin
Berlin
52.492026
13.391139
52.502671
13.416659
virtuell - Gneisenaustraße/Nostitzstraße
BIKE 100045
10,384
0
951
15
2.094187
7.927521
2025-04-08 10:25:46 PM
2025-04-08 10:41:38 PM
3,426,354
2
1
87
2025-04-08 18:07:57.356000+02:00
2025-04-08 18:19:12.877000+02:00
100,046
196
362
362
Berlin
Berlin
52.526026
13.403953
52.531151
13.417588
U Weinmeisterstraße/Gormannstraße | BONUS-Station: Return(Rückgabe) here=15 mins free
BIKE 100046
1,200
0
675
11
1.084214
5.782477
2025-04-08 06:07:57 PM
2025-04-08 06:19:12 PM
3,426,354
2
1
88
2025-04-08 20:00:55.750000+02:00
2025-04-08 20:14:30.276000+02:00
100,047
196
362
362
Berlin
Berlin
52.51204
13.461872
52.51204
13.461872
Boxhagener Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
Boxhagener Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
1,469
1,469
814
13
null
null
2025-04-08 08:00:55 PM
2025-04-08 08:14:30 PM
3,426,354
3
1
89
2025-04-08 21:17:49.531000+02:00
2025-04-08 23:38:20.551000+02:00
100,047
196
362
362
Berlin
Berlin
52.51204
13.461872
52.503277
13.473414
Boxhagener Straße | BONUS-Station: Return(Rückgabe) here=15 mins free
virtuell - Marktstraße (Schreiberhauer Straße)
1,469
11,079
8,431
140
1.248864
0.533259
2025-04-08 09:17:49 PM
2025-04-08 11:38:20 PM
3,426,354
1
1
90
2025-04-08 23:45:08.381000+02:00
2025-04-09 00:16:52.566000+02:00
100,047
196
362
362
Berlin
Berlin
52.503277
13.473414
52.50845
13.452935
virtuell - Marktstraße (Schreiberhauer Straße)
Jelbi Libauer Straße/ Revaler Straße (FHA/LI)
11,079
10,910
1,904
31
1.500679
2.837419
2025-04-08 11:45:08 PM
2025-04-09 12:16:52 AM
3,426,354
1
1
91
2025-04-08 15:04:52.685000+02:00
2025-04-08 15:29:46.128000+02:00
100,050
196
362
362
Berlin
Berlin
52.514494
13.322106
52.503294
13.383381
virtuell - Fraunhoferstraße/Marchstraße
virtuell - Stresemannstraße/Möckernstraße
12,172
13,096
1,493
24
4.329905
10.440493
2025-04-08 03:04:52 PM
2025-04-08 03:29:46 PM
3,426,354
1
1
92
2025-04-08 18:19:12.877000+02:00
2025-04-08 18:23:43.810000+02:00
100,050
196
362
362
Berlin
Berlin
52.503294
13.383381
52.506475
13.390532
virtuell - Stresemannstraße/Möckernstraße
virtuell - U Kochstraße
13,096
11,359
270
4
0.599477
7.993032
2025-04-08 06:19:12 PM
2025-04-08 06:23:43 PM
3,426,354
1
1
93
2025-04-08 19:24:43.351000+02:00
2025-04-08 19:49:37.527000+02:00
100,050
196
362
362
Berlin
Berlin
52.506475
13.390532
52.489458
13.391751
virtuell - U Kochstraße
virtuell - Bergmannstraße/Solmstraße (West)
11,359
11,813
1,494
24
1.894003
4.563862
2025-04-08 07:24:43 PM
2025-04-08 07:49:37 PM
3,426,354
1
1
94
2025-04-08 22:32:34.222000+02:00
2025-04-08 22:48:27.369000+02:00
100,050
196
362
362
Berlin
Berlin
52.489458
13.391751
52.501446
13.382182
virtuell - Bergmannstraße/Solmstraße (West)
virtuell - Hallesche Straße/Möckernstraße
11,813
13,095
953
15
1.482077
5.598611
2025-04-08 10:32:34 PM
2025-04-08 10:48:27 PM
3,426,354
1
1
95
2025-04-08 16:35:18.970000+02:00
2025-04-08 16:44:23.320000+02:00
100,051
196
362
362
Berlin
Berlin
52.5056
13.445691
52.497652
13.443795
BIKE 100051
virtuell - Wrangelstraße/Cuvrystraße
0
10,008
544
9
0.893047
5.90987
2025-04-08 04:35:18 PM
2025-04-08 04:44:23 PM
3,426,354
2
1
96
2025-04-08 17:58:53.711000+02:00
2025-04-08 18:07:57.356000+02:00
100,051
196
362
362
Berlin
Berlin
52.497652
13.443795
52.509822
13.433468
virtuell - Wrangelstraße/Cuvrystraße
S Ostbahnhof | BONUS-Station: Return(Rückgabe) here=15 mins free
10,008
1,464
543
9
1.523105
10.097932
2025-04-08 05:58:53 PM
2025-04-08 06:07:57 PM
3,426,354
1
1
97
2025-04-08 18:16:57.778000+02:00
2025-04-08 18:25:59.135000+02:00
100,051
196
362
362
Berlin
Berlin
52.509822
13.433468
52.503507
13.43015
S Ostbahnhof | BONUS-Station: Return(Rückgabe) here=15 mins free
virtuell - Wrangelstraße/Manteiffelstraße
1,464
11,821
541
9
0.73723
4.905785
2025-04-08 06:16:57 PM
2025-04-08 06:25:59 PM
3,426,354
1
1
98
2025-04-08 18:50:48.471000+02:00
2025-04-08 19:13:24.749000+02:00
100,051
196
362
362
Berlin
Berlin
52.503507
13.43015
52.480082
13.428249
virtuell - Wrangelstraße/Manteiffelstraße
virtuell - Boddinstraße/Mainzer Straße
11,821
11,709
1,356
22
2.607919
6.923679
2025-04-08 06:50:48 PM
2025-04-08 07:13:24 PM
3,426,354
1
1
99
2025-04-08 19:54:08.776000+02:00
2025-04-08 20:16:46.443000+02:00
100,051
196
362
362
Berlin
Berlin
52.480082
13.428249
52.488229
13.429397
virtuell - Boddinstraße/Mainzer Straße
virtuell - Weserstraße/Nansenstraße
11,709
11,694
1,357
22
0.909234
2.412118
2025-04-08 07:54:08 PM
2025-04-08 08:16:46 PM
3,426,354
1
1
End of preview. Expand in Data Studio

TRACKBIKE200 - A European Bike-Sharing Stages Dataset

Dataset Summary

This dataset contains bike-share observations and derived stages (trips) from 212 bike-sharing systems operated by a Europe-wide provider. System states were collected every 120 seconds from April 8, 2025, to April 18, 2026, and processed using an automated pipeline.

The dataset includes 32,889,769 observations, with classified bike and stage types and stage characteristics such as start and end points and air distance. Observed stages were further enriched with routing data from OpenStreetMap and OpenRouteService, including route-based distance, estimated duration, and elevation. Population data are also included.

Systems Covered

The 212 systems are grouped by fleet size:

  • 52 small systems with fewer than 100 bikes
  • 86 medium-sized systems with 101–500 bikes
  • 74 large systems with more than 500 bikes

Potential Applications

The dataset can support:

  • Comparative analyses of bike-sharing systems and usage patterns
  • Studies of system performance and potential success drivers
  • Demand forecasting and other data-driven modeling tasks
  • Research on fleet management and station optimization

Data Files and Format

Dataset files are available in the files and directories of this Hugging Face repository. Dataset files are provided in CSV and Parquet (https://huggingface.co/datasets/CWirtgen/TRACKBIKE200/tree/refs%2Fconvert%2Fparquet/default/partial-train) formats.

Data Dictionary

Core fields of stages.csv

Field Type Description
start_date datetime (UTC) Trip start timestamp
end_date datetime (UTC) Trip end timestamp
bike_number integer Bike identifier
bike_type integer Bike type code (see labels below)
start_city_uid integer Origin city UID
end_city_uid integer Destination city UID
start_city_name string Origin city name
end_city_name string Destination city name
start_station_lat / start_station_lon float Origin coordinates
end_station_lat / end_station_lon float Destination coordinates
start_station_name / end_station_name string Station names
start_station_id / end_station_id integer Station numbers (0 = free-floating / unknown)
duration_sec integer Trip duration in seconds
duration_min integer Trip duration in minutes

Bike type labels

Code Label
1 Regular bike
2 Pedelec
3 Cargobike
4 E-Cargobike
5 Other/unknown

Processing and Enrichment

The accompanying mining and analysis scripts are available in the software repository: TBA.

Routing, duration, elevation, and population attributes are derived or externally sourced. Please consult the relevant documentation and data files for details on their interpretation and availability.

Limitations

The dataset is derived from operational system-state observations. Coverage and accuracy may vary across systems and over time. Route-based values are estimates and may not represent the exact routes taken.

Citation

If you use this dataset, please cite the associated publication:

TBA

License

CC-BY-4.0

Integrity SHA256 Checksums

  • stages.csv: SHA256 c44ba23883054d595ce1a822a4cb0bb9dab2bdfabd29b1ce64e374fb3610684c
  • stages_routed.csv: SHA256 a0b10ae6367a44108e322f228fad310b3629922edc2ebf36d9ff2a11a04ed376
  • stations.csv: SHA256 71e76870e239a617aac882ae2157cee9b83054200bf39a9c5a19c8138ed56fd3
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