README.md

metadata

license: mit
task_categories:
  - tabular-regression
language:
  - en
pretty_name: Carpark Availability by Time and Weather

Dataset Card for oliverbuterbaugh/carpark_data

Spaces available in six St. Helier carparks recorded with temporal and weather data, for the purpose of training tabular regression models.

Dataset currently contains data from 04-02-2024 23:36:16 to 19-08-2024 20:18:55.

Dataset Details

• Curated by: Oliver Buterbaugh
• License: MIT

Dataset Sources

• Availability data is recorded every 5 minutes from Government of Jersey's Open Data programme (https://sojpublicdata.blob.core.windows.net/sojpublicdata/carpark-data.json).
• Weather data sourced from Meteostat Python Library (https://meteostat.net/).

Dataset Structure

Columns

• carpark: Unique identifier (1-6) for each carpark (see below).
• spaces: Number of available parking spaces.
• prcp: Average precipitation (mm) for the hour of measurement.
• wspd: Average wind speed (km/h) for the hour of measurement.
• wdir: Average wind direction (°) for the hour of measurement.
• hour: Hour of the day (0-23).
• minute: Minute of the hour (0-59).
• month: Month of the year (1-12).
• weekday: Day of the week (0 = Monday, 6 = Sunday).

Carpark Code Mapping

1. Green St
2. Minden Pl
3. Patriotic St
4. Sand St
5. Pier Rd
6. Les Jardin