Datasets:
id int64 0 254 | vehicle_image stringlengths 60 62 ⌀ | name stringlengths 5 31 ⌀ | description stringlengths 19 403 ⌀ | form_factor stringclasses 3
values | rider_capacity float64 1 2 ⌀ | propulsion_type stringclasses 2
values | max_range float64 60k 60k ⌀ | battery_capacity float64 500 690 ⌀ |
|---|---|---|---|---|---|---|---|---|
152 | null | null | null | null | null | null | null | null |
31 | null | null | null | null | null | null | null | null |
35 | null | null | null | null | null | null | null | null |
34 | null | null | null | null | null | null | null | null |
37 | null | null | null | null | null | null | null | null |
176 | null | null | null | null | null | null | null | null |
214 | null | null | null | null | null | null | null | null |
92 | null | null | null | null | null | null | null | null |
225 | null | null | null | null | null | null | null | null |
53 | null | null | null | null | null | null | null | null |
159 | null | null | null | null | null | null | null | null |
171 | null | null | null | null | null | null | null | null |
81 | null | null | null | null | null | null | null | null |
79 | null | null | null | null | null | null | null | null |
60 | null | null | null | null | null | null | null | null |
72 | null | null | null | null | null | null | null | null |
149 | null | null | null | null | null | null | null | null |
151 | null | null | null | null | null | null | null | null |
115 | null | null | null | null | null | null | null | null |
17 | null | null | null | null | null | null | null | null |
219 | null | null | null | null | null | null | null | null |
218 | null | null | null | null | null | null | null | null |
205 | null | null | null | null | null | null | null | null |
128 | null | null | null | null | null | null | null | null |
174 | Comfort | null | bicycle | 1 | human | null | null | |
133 | null | null | null | null | null | null | null | null |
132 | null | null | null | null | null | null | null | null |
59 | null | null | null | null | null | null | null | null |
237 | null | null | null | null | null | null | null | null |
236 | null | null | null | null | null | null | null | null |
243 | null | null | null | null | null | null | null | null |
111 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
9 | Tandem | - MountainBike Rahmen ALU
- Shimano 27-Gang-Schaltung
- RST-Federgabel
- Gepäckträger | bicycle | 2 | human | null | null | |
170 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
119 | Elektricno kolo | null | bicycle | 1 | electric_assist | 60,000 | 500 | |
26 | Tandem | null | bicycle | 2 | human | null | null | |
25 | Tandem | null | bicycle | 2 | human | null | null | |
179 | e-CARGObike | - PEDALPOWER "eHarry" pl0072 Cargo
- BROSE middle motor
- Gearschift NUVINCI Enviolo N380
- hydraulic anti-lock disc brakes PP Cargo / Beg
- hub dynamo front wheel
- Light Hermanns 75 LUX Steady front and back
- fender front and back
- System box "nextbike" pl0052 60x80x50 cm
- Cover for PIRUU pl0065
... | cargo_bicycle | 1 | electric_assist | null | null | |
193 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
101 | Tandem | null | bicycle | 2 | human | null | null | |
102 | Rowerek dziecięcy 6+ | null | bicycle | 1 | human | null | null | |
147 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
27 | Tandem | null | bicycle | 2 | human | null | null | |
38 | Rowerek dziecięcy 6+ | null | bicycle | 1 | human | null | null | |
158 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
89 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
208 | 3-rychlostní SMARTbike 2.0. | 3-rychlostní kola s podporou partnera | bicycle | 1 | human | null | null | |
116 | Rowerek dziecięcy 6+ | null | bicycle | 1 | human | null | null | |
182 | e-SMARTbike 2.0 with RFID | - e-eco B frame with Framelock
- e-CFC coded fork with charging contact and RFID chip
- aluminum basket B with ad panel
- 3 gears freewheel with Rollerbrake back and front
- RFID Reader 1.6
- security kit: front light cover
- tag explaining return bikes to electric stations
UK brakes: left= back right= f... | bicycle | 1 | electric_assist | 60,000 | 500 | |
2 | 28 Zoll - Tourenfahrrad | - ALU Deep Wave City Bike mit Shimano Nexus 8-Gang/ Shimano ND
- Rahmen mit Standard Steuerkopf, schwarz
- Rücktrittbremse
- Gepäckträger
- Federgabel | bicycle | 1 | human | null | null | |
209 | e-SMARTbike 2.0. | e-kola Mladá Boleslav | bicycle | 1 | electric_assist | 60,000 | 500 | |
185 | Smartbike 2.0 (B) 2019 | 10558ASF.LSF0U7YO1-9006
SMARTbike 2.0 8 gears - with labeling - RAL 9006
"white aluminum"
- "eco B" frame with FRAMElock
- "ASF" fork with "DLS" contact
- aluminum solar basket B with ad panels
- RFID reader 1.6 DLS
- 8 gears freewheel, rollerbrake back and front
- safetynuts fur wheel hubs
- front and back li... | bicycle | 1 | human | null | null | |
19 | e-SMARTbike 1.0 | - e-Comfort frame incl. FVM
- e-CFC cartridge fork incl. CSI module and charging pin
- alloy basket incl. ad panel
- Rollerbrake front / back | bicycle | 1 | electric_assist | 60,000 | 500 | |
3 | UsedomRad | - Modell „Comfort F“ der Firma "Nextbike"
- Shimano 3-Gang oder 7-Gang-Nabenschaltung
- Shimano Nabendynamo
- sehr guter Fahrkomfort, trotz Vandalismussicherung
- Korbausstattung | bicycle | 1 | human | null | null | |
13 | UsedomRad Classic | - Modell „Classic“ der Firma "Nextbike"
- Shimano 3-Gang oder 7-Gang-Nabenschaltung
- Shimano Nabendynamo
- sehr guter Fahrkomfort, trotz Vandalismussicherung
- Korbausstattung | bicycle | 1 | human | null | null | |
124 | Rowerek dziecięcy 6+ | null | bicycle | 1 | human | null | null | |
7 | 20 Zoll - Kinderfahrrad | - ATB Modell mit Deep Wave Rahmen ALU
- Shimano Nexus 3-Gang, Shimano ND
- Steuersatz VP, Unicrowngabel Stahl
- Rücktrittbremse
- Gepäckträger | bicycle | 1 | human | null | null | |
8 | 24 Zoll - Kinderfahrrad | - ATB Modell mit Deep Wave Rahmen ALU
- Shimano Nexus 3-Gang, Shimano ND
- Steuersatz VP, Unicrowngabel Stahl
- Rücktrittbremse
- Gepäckträger | bicycle | 1 | human | null | null | |
68 | Z wałem kardana | null | bicycle | 1 | human | null | null | |
144 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
245 | 7-rychlostní SMARTbike | Nová sedmi rychlostní kola bez podpory města | bicycle | 1 | human | null | null | |
201 | e-Bike "LaBigi" | e-SMARTbike 2.0 3 gears - with labeling - painted in RAL 9006
- e-eco frame with Framelock
- e-CFC fork with charging contact, DLS contact and RFID chip
- aluminum basket with ad panel
- 3 gears freewheel with Rollerbrake back and front
- RFID Reader DLS
- mobile phone holder
- saftey nuts for hubs | bicycle | 1 | electric_assist | 60,000 | 500 | |
163 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
121 | e-CARGObike | - PEDALPOWER "eHarry" pl0072 Cargo
- BROSE middle motor
- Gearschift NUVINCI Enviolo N380
- hydraulic anti-lock disc brakes PP Cargo / Beg
- hub dynamo front wheel
- Light Hermanns 75 LUX Steady front and back
- fender front and back
- System box "nextbike" pl0052 60x80x50 cm
- Cover for PIRUU pl0065
... | cargo_bicycle | 1 | electric_assist | null | 630 | |
246 | E-Bike | null | bicycle | 1 | electric_assist | 60,000 | null | |
254 | 7-rychlostní SMARTbike 2.0. | Nová sedmirychlostní kola s podporou města | bicycle | 1 | human | null | null | |
232 | e-Cargobike | DOLLY BIKES "e-Dolly" MaxDrive
- BAFANG M400 250 W 80 Nm
- battery 600 Wh 43 V under bench
- Enviolo Cargo N380
- RYDE Big Bull rim 20"x1,75 / 26"x1,95
- stainless steel spokes G13
- hydraulic disc brake
- double leg stand
- PE box up to 80 kg
- total weight 225 kg
| cargo_bicycle | 1 | electric_assist | null | 600 | |
233 | e-Cargobike | DOLLY BIKES "e-Dolly" MaxDrive
- BAFANG M400 250 W 80 Nm
- battery 600 Wh 43 V under bench
- Enviolo Cargo N380
- RYDE Big Bull rim 20"x1,75 / 26"x1,95
- stainless steel spokes G13
- hydraulic disc brake
- double leg stand
- PE box up to 80 kg
- total weight 225 kg | cargo_bicycle | 1 | electric_assist | null | 600 | |
226 | e-CARGObike | - E-Dolly Family Mid-engine 2-Wheel bakfiets black Mat
- Bafang Brushless engine 250 Watt, 80NM (Mid-engine)
- Gearschift Enviolo Nuvinci Cargo, Freewheel
- hydraulic anti-lock disc brakes
- battery-operated LED lighting
- System box "nextbike" pl0052 60x80x50 cm
- RFID Reader
- Framelock | cargo_bicycle | 1 | electric_assist | null | 600 | |
227 | CARGObike | BAKFIETS Cargo Bike Long 7 gears - painted in black and brown
- frame painted in black, box painted in brown
- 2 seat bench in box
- 7 gears SHIMANO hub gear
- hub dynamo front and back light steady
- SCHWALBE "Big Apple Plus" Tires
- ventisit vloermat in box
- | cargo_bicycle | 1 | human | null | null | |
210 | e-SMARTbike 2.0. | e-kola Kladno, Zlín | bicycle | 1 | electric_assist | 60,000 | 500 | |
211 | e-SMARTbike 2.0. | e-kola s podporou partnera | bicycle | 1 | electric_assist | 60,000 | 500 | |
207 | E-Bike | e-SMARTbike 2.0 3 gears - with labeling - painted in RAL 9006
- e-eco frame with Framelock
- e-CFC fork with charging contackt and RFID chip
- aluminum solar basket with ad panel
- 3 gears freewheel with Rollerbrake back and front
- RFID Reader | bicycle | 1 | electric_assist | 60,000 | 500 | |
224 | e-CARGObike | - PEDALPOWER "eHarry" pl0072 Cargo
- BROSE middle motor
- Gearschift NUVINCI Enviolo N380
- hydraulic anti-lock disc brakes PP Cargo / Beg
- hub dynamo front wheel
- Light Hermanns 75 LUX Steady front and back
- fender front and back
- System box "nextbike" pl0052 60x80x50 cm
- Cover for PIRUU pl0065
... | cargo_bicycle | 1 | electric_assist | null | 630 | |
184 | 8-rychlostní SMARTbike 2.0. | Nová osmirychlostní kola s podporou města | bicycle | 1 | human | null | null | |
228 | with Framelock | null | bicycle | 2 | human | null | null | |
197 | 8-rychlostní SMARTbike | 8-speed bikes in Brno | bicycle | 1 | human | null | null | |
250 | 7-rychlostní SMARTbike | Nová sedmi rychlostní kola Brno | bicycle | 1 | human | null | null | |
28 | CARGObike (3 wheels) | null | cargo_bicycle | 1 | human | null | null | |
189 | + Children's seat | SMARTbike 2.0 7 gears - with labeling - painted in RAL 9003 "signal white"
- eco frame with Framelock covered
- ASF fork with DLS contact
- aluminum solar basket with ad panel
- 7 gears freewheel with Rollerbrake back and front
- RFID reader DLS
- children's seat
| bicycle | 2 | human | null | null | |
1 | 26 Zoll - Tourenfahrrad | - ALU Deep Wave City Bike mit Shimano Nexus 8-Gang/ Shimano ND
- Rahmen mit Standard Steuerkopf, schwarz
- Rücktrittbremse
- Gepäckträger
- Federgabel | bicycle | 1 | human | null | null | |
86 | Cargo | null | cargo_bicycle | 1 | human | null | null | |
0 | Unknown | Bikes with no bike type | bicycle | 1 | human | null | null | |
114 | E-CLASSICbike SWAP | null | bicycle | 1 | electric_assist | 60,000 | 500 | |
130 | Handbike | null | other | 1 | human | null | null | |
181 | e-CARGObike | - PEDALPOWER "eHarry" pl0072 Cargo
- BROSE middle motor
- Gearschift NUVINCI Enviolo N380
- hydraulic anti-lock disc brakes PP Cargo / Beg
- hub dynamo front wheel
- Light Hermanns 75 LUX Steady front and back
- fender front and back
- System box "nextbike" pl0052 60x80x50 cm
- Cover for PIRUU pl0065
... | cargo_bicycle | 1 | electric_assist | null | null | |
30 | Bike with child seat | null | bicycle | 2 | human | null | null | |
112 | Rower z fotelikiem dziecięcym | null | bicycle | 2 | human | null | null | |
97 | Cargo | null | cargo_bicycle | 1 | human | null | null | |
98 | Tandem | null | bicycle | 2 | human | null | null | |
192 | with Framelock | SMARTbike 2.0 7 gears - with labeling - painted in RAL 9003 "signal white"
- eco frame with Framelock covered
- ASF fork with DLS contact
- aluminum solar basket with ad panel
- 7 gears freewheel with Rollerbrake back and front
- RFID reader DLS
| bicycle | 1 | human | null | null | |
104 | Cargo | null | cargo_bicycle | 1 | human | null | null | |
238 | e-Cargobike | DOLLY BIKES "e-Dolly" MaxDrive
- BAFANG M400 250 W 80 Nm
- battery 600 Wh 43 V under bench
- Enviolo Cargo N380
- RYDE Big Bull rim 20"x1,75 / 26"x1,95
- stainless steel spokes G13
- hydraulic disc brake
- double leg stand
- PE box up to 80 kg
- total weight 225 kg | cargo_bicycle | 1 | electric_assist | null | null | |
239 | e-Cargobike | DOLLY BIKES "e-Dolly" MaxDrive
- BAFANG M400 250 W 80 Nm
- battery 600 Wh 43 V under bench
- Enviolo Cargo N380
- RYDE Big Bull rim 20"x1,75 / 26"x1,95
- stainless steel spokes G13
- hydraulic disc brake
- double leg stand
- PE box up to 80 kg
- total weight 225 kg | cargo_bicycle | 1 | electric_assist | null | 600 | |
240 | e-Cargobike | DOLLY BIKES "e-Dolly" MaxDrive
- BAFANG M400 250 W 80 Nm
- battery 600 Wh 43 V under bench
- Enviolo Cargo N380
- RYDE Big Bull rim 20"x1,75 / 26"x1,95
- stainless steel spokes G13
- hydraulic disc brake
- double leg stand
- PE box up to 80 kg
- total weight 225 kg | cargo_bicycle | 1 | electric_assist | null | null | |
241 | e-Cargobike | DOLLY BIKES "e-Dolly" MaxDrive
- BAFANG M400 250 W 80 Nm
- battery 600 Wh 43 V under bench
- Enviolo Cargo N380
- RYDE Big Bull rim 20"x1,75 / 26"x1,95
- stainless steel spokes G13
- hydraulic disc brake
- double leg stand
- PE box up to 80 kg
- total weight 225 kg | cargo_bicycle | 1 | electric_assist | null | 600 | |
242 | e-Cargobike | DOLLY BIKES "e-Dolly" MaxDrive
- BAFANG M400 250 W 80 Nm
- battery 600 Wh 43 V under bench
- Enviolo Cargo N380
- RYDE Big Bull rim 20"x1,75 / 26"x1,95
- stainless steel spokes G13
- hydraulic disc brake
- double leg stand
- PE box up to 80 kg
- total weight 225 kg | cargo_bicycle | 1 | electric_assist | null | 600 | |
85 | ebike [električni bicikl] | null | bicycle | 1 | electric_assist | 60,000 | 500 | |
161 | Dječja sjedalica | ovo je bicikl s dječjom sjedalicom | bicycle | 2 | human | null | null | |
162 | CLASSICbike 2.0 | CLASSICbike 2.0 (inkl. Framelock)
Upgraded CLASSICbike with Framelock | bicycle | 1 | human | null | null |
European Bike-Sharing Dataset
Large-scale (E-)bike-sharing data from European cities, including ~25 M trips, ~38 M station-status snapshots, ~13 k stations, 267 cities, bike types, and operational areas. Timestamps are UTC Unix seconds; coordinates are WGS-84.
For the full dataset description, schemas, and ETL code, see the original repository. Note that the city_areas
dataset is not included here due to technical difficulties - please refer to the the original repository for that.
License: CC BY-NC 4.0
Citation: Waldner, F.; Balke, G.; Rech, F.; Lellep, M. (2025). Data-Driven Insights into (E-)Bike-Sharing: Mining a Large-Scale Dataset on Usage and Urban Characteristics – Descriptive Analysis and Performance Modeling. Transportation. - Link to peer-reviewed publication.
Contact: Felix Waldner, Georg Balke, Relix Rech, Martin Lellep
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