Most capitals in the world are using public city bicycle service, which reduces fuel consumption, emissions, and congestion in city centers. Bike-sharing also encourages physical activity and can contribute to the health of city residents [1].
Photo by Jasser Gómez on Unsplash
Fortunately, it exists an open CityBikes API that can be used to examine in real-time the status of the bike’s stations (for example, we can check the number of free slots in any station). Furthermore, there is a python package python-citybikesfor querying the CityBikes API.
Barcelona is one of these cities that expose data using CytyBikes API. Using the above-mentioned package, Barcelona’s bicycle service (aka bicing) can be queried using the following code:
client = citybikes.Client()
bicing = citybikes.Network(client, uid='bicing')
bicing.stations
The former call returns the station’s data in JSON format:
{
"company": ["Barcelona de Serveis Municipals, S.A. (BSM)", "CESPA", "PBSC"],
"href": "/v2/networks/bicing",
"id": "bicing",
"location": {
"city": "Barcelona",
"country": "ES",
"latitude": 41.3850639,
"longitude": 2.1734035
},
"name": "Bicing",
"stations": [
{
"empty_slots": 17,
"extra": {
"ebikes": 0,
"has_ebikes": true,
"normal_bikes": 16,
"online": true,
"uid": 361
},
"free_bikes": 16,
"id": "ed25291d0f5edd91615d154f243f82f9",
"latitude": 41.376433,
"longitude": 2.17871,
"name": "PG. DE COLOM (LES RAMBLES)",
"timestamp": "2020-10-16T18:19:06.097000Z"
},
...
]
}
#spatial-analysis #python #data-science #data-visualization #gis