PellelNitram/european-bike-sharing-dataset
收藏Hugging Face2025-12-06 更新2025-12-20 收录
下载链接：
https://hf-mirror.com/datasets/PellelNitram/european-bike-sharing-dataset
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资源简介：
---
license: cc-by-nc-4.0
dataset_info:
- config_name: bike_types
features:
- name: id
dtype: int64
- name: vehicle_image
dtype: string
- name: name
dtype: string
- name: description
dtype: string
- name: form_factor
dtype: string
- name: rider_capacity
dtype: float64
- name: propulsion_type
dtype: string
- name: max_range
dtype: float64
- name: battery_capacity
dtype: float64
splits:
- name: train
num_bytes: 23822
num_examples: 121
download_size: 10755
dataset_size: 23822
- config_name: bikes
features:
- name: id
dtype: int64
- name: bike_type_id
dtype: int64
- name: computer_id
dtype: int64
splits:
- name: train
num_bytes: 2122464
num_examples: 88436
download_size: 1066625
dataset_size: 2122464
- config_name: cities
features:
- name: id
dtype: int64
- name: name
dtype: string
- name: lat
dtype: float64
- name: lon
dtype: float64
- name: timezone
dtype: string
- name: country
dtype: string
- name: return_to_official_only
dtype: bool
splits:
- name: train
num_bytes: 16449
num_examples: 267
download_size: 13308
dataset_size: 16449
- config_name: station_status
features:
- name: station_id
dtype: int64
- name: time
dtype: float64
- name: bikes
dtype: int64
- name: booked_bikes
dtype: int64
- name: bikes_available_to_rent
dtype: int64
- name: free_racks
dtype: int64
- name: free_special_racks
dtype: int64
- name: maintenance
dtype: bool
splits:
- name: train
num_bytes: 2148458546
num_examples: 38279885
download_size: 186990511
dataset_size: 2148458546
- config_name: stations
features:
- name: id
dtype: int64
- name: city_id
dtype: int64
- name: name
dtype: string
- name: app_number
dtype: int64
- name: terminal_type
dtype: string
- name: place_type
dtype: int64
- name: bike_racks
dtype: int64
- name: special_racks
dtype: int64
- name: rack_locks
dtype: float64
- name: lon
dtype: float64
- name: lat
dtype: float64
splits:
- name: train
num_bytes: 1447111
num_examples: 13192
download_size: 676844
dataset_size: 1447111
- config_name: trips
features:
- name: bike_id
dtype: int64
- name: city_id
dtype: int64
- name: time_start
dtype: float64
- name: lon_start
dtype: float64
- name: lat_start
dtype: float64
- name: lon_end
dtype: float64
- name: lat_end
dtype: float64
- name: station_id_start
dtype: float64
- name: station_id_end
dtype: float64
- name: battery_start
dtype: float64
- name: battery_end
dtype: float64
- name: duration
dtype: float64
- name: distance
dtype: float64
splits:
- name: train
num_bytes: 2633908774
num_examples: 25210627
download_size: 580613233
dataset_size: 2633908774
configs:
- config_name: bike_types
data_files:
- split: train
path: bike_types/train-*
- config_name: bikes
data_files:
- split: train
path: bikes/train-*
- config_name: cities
data_files:
- split: train
path: cities/train-*
- config_name: station_status
data_files:
- split: train
path: station_status/train-*
- config_name: stations
data_files:
- split: train
path: stations/train-*
- config_name: trips
data_files:
- split: train
path: trips/train-*
tags:
- traffic
- european
- climate
pretty_name: European Bike Sharing Dataset
size_categories:
- 10M<n<100M
---
# 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](https://github.com/TUMFTM/european-bike-sharing-dataset). Note that the `city_areas`
dataset is not included here due to technical difficulties - please refer to the [the original repository](https://github.com/TUMFTM/european-bike-sharing-dataset) 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](https://link.springer.com/article/10.1007/s11116-025-10661-2).
**Contact:**
[Felix Waldner](mailto:f.waldner@tum.de), [Georg Balke](mailto:georg.balke@tum.de), Relix Rech, [Martin Lellep](https://lellep.xyz/?utm_campaign=hfEUbikeDataset)
提供机构：
PellelNitram
