metadata
task_categories:
- tabular-regression
- time-series-forecasting
language:
- de
tags:
- library
- occupancy
- weather
- time-series
size_categories:
- 100K<n<1M
dataset_info:
features:
- name: Zeitstempel
dtype: large_string
- name: Lesesaal
dtype: large_string
- name: Auslastung (%)
dtype: int64
- name: Farbe
dtype: large_string
- name: Temperatur (°C)
dtype: float64
- name: Wetterbeschreibung
dtype: large_string
splits:
- name: train
num_bytes: 10169705
num_examples: 109360
download_size: 220265
dataset_size: 10169705
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
bibspace
Dataset Summary
bibspace contains time-stamped occupancy readings for the reading rooms of
the Universität Regensburg library, enriched with matching weather data.
Occupancy values were scraped from the university's reading-room occupancy
page,
and weather observations were retrieved from the
OpenWeatherMap API for the corresponding
timestamps. The dataset supports analysis and modeling of how reading-room
occupancy varies over time and with weather conditions.
- Rows: 109,360
- Format: Parquet
- Language of category labels: German (room names, color labels, and weather descriptions are in German, as scraped from the source website)
- Time range: 2025-07-29 15:11:18 to 2026-06-29 17:30:40
Data Fields
| Column | Type | Description |
|---|---|---|
Zeitstempel |
string (date) | Timestamp of the observation. |
Lesesaal |
string (10 classes) | Name/identifier of the reading room. |
Auslastung (%) |
int64 | Occupancy of the reading room, in percent. |
Farbe |
string (3 classes) | Traffic-light-style occupancy indicator shown on the library website (green/yellow/red). |
Temperatur (°C) |
float64 | Outdoor air temperature in degrees Celsius at the time of the observation. |
Wetterbeschreibung |
string (12 classes) | Short weather description (e.g., cloudy, rain, clear sky), as returned by the OpenWeatherMap API. |
Source Data
- Occupancy data was scraped at regular intervals from the University of Regensburg library's public reading-room occupancy page.
- Weather data was retrieved from the OpenWeatherMap API for the same timestamps and merged with the occupancy readings by time.