datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Nuplan-Occupancyvideo-occupancy-models-datasetsDatasets used in the paper Video Occupancy Models.
library-occupancyoccupancy_percdaily-paper-2026-08-19-ghost-occupancy-gpu-reclaim
Ghost Occupancy: An LLM-Agent Protocol for Detecting and Reclaiming Idle GPU Deployments in Shared Kueue-Managed Kubernetes Clusters
ThakiCloud AI Research · 2026-08-19 · 📝 Tech blog (KO)
Figures
Mean over 5 seeds x 2,000 instances. Both utilization-only detectors sit at perfect recall but pay for it on the horizontal axis, where every percentage point is an active job killed. Lengthening the window walks left from 10.93% to 3.50% without reaching the axis --… See the full description on the dataset page: https://huggingface.co/datasets/thaki-AI/daily-paper-2026-08-19-ghost-occupancy-gpu-reclaim.real-time-library-occupancynucleosome-condensability-shuffled-split-occupancyud-campus-parking-occupancy-synthetic
UD Parking Occupancy Classifier (Tiny Demo)
Very small scikit-learn RandomForest classifier trained on the synthetic dataset:
BuildingTHEITGUY/ud-campus-parking-occupancy-synthetic
This is a teaching / portfolio model, not a production campus system.
What it predicts
Class label: open | busy | full
Features
capacity, occupied, free, occupancy_ratio, hour_local, weekday
Files
parking_occupancy_rf.joblib — model artifact
metrics.json —… See the full description on the dataset page: https://huggingface.co/datasets/BuildingTHEITGUY/ud-campus-parking-occupancy-synthetic.moscow-parking-occupancy
Moscow Parking Occupancy Dataset
4.6 million half-hourly occupancy snapshots for 210 municipal parking lots
in Moscow, continuous since 31 March 2025 and refreshed every Monday.
Long, dense, public occupancy series are rare: most published work on parking
occupancy prediction still leans on the UCI Parking Birmingham set, which
covers October–December 2016 only.
Configs
Config
Rows
What it is
occupancy
~4.6 M
Snapshots every 30 minutes
parking_spots… See the full description on the dataset page: https://huggingface.co/datasets/matrosovdani/moscow-parking-occupancy.africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-large-hotels-by-bcab993e
Hotel Room Occupancy Rate 2019 to 2023 for Large Hotels by | Africa (MDPA)
10 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Hotel Room Occupancy Rate 2019 to 2023 for Large Hotels by. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-large-hotels-by-bcab993e.africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-all-hotels-by-s-ef4516bd
Hotel Room Occupancy Rate 2019 to 2023 for All Hotels by S | Africa (MDPA)
10 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Hotel Room Occupancy Rate 2019 to 2023 for All Hotels by S. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-all-hotels-by-s-ef4516bd.nucleosome-condensability-shuffled-split-occupancy-chr2africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-large-hotels-by-321067f3
Hotel Room Occupancy Rate 2019 to 2023 for Large Hotels by | Africa (MDPA)
10 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Hotel Room Occupancy Rate 2019 to 2023 for Large Hotels by. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-large-hotels-by-321067f3.africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-large-4fa9bd56
Quarterly Hotel Room Occupancy Rate 2019 to 2023 for Large | Africa (MDPA)
60 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 60 rows from MDPA, covering Quarterly Hotel Room Occupancy Rate 2019 to 2023 for Large. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-large-4fa9bd56.africa-mauritius-monthly-hotel-room-occupancy-rate-2019-to-2023-for-all-hot-657f1ac6
Monthly Hotel Room Occupancy Rate 2019 to 2023 for All Hot | Africa (MDPA)
60 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 60 rows from MDPA, covering Monthly Hotel Room Occupancy Rate 2019 to 2023 for All Hot. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-monthly-hotel-room-occupancy-rate-2019-to-2023-for-all-hot-657f1ac6.africa-uganda-room-occupancy-by-financial-year-quarters-and-region-2019-3b8e37d5
Room Occupancy by Financial Year Quarters and Region 2019 | Africa (Uganda Bureau of Statistics)
6 rows - 1 Africa country/area - 2019-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 6 rows from Uganda Bureau of Statistics, covering Room Occupancy by Financial Year Quarters and Region 2019. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-room-occupancy-by-financial-year-quarters-and-region-2019-3b8e37d5.africa-mauritius-monthly-hotel-room-occupancy-rate-2019-to-2023-for-all-hot-446c0b79
Monthly Hotel Room Occupancy Rate 2019 to 2023 for All Hot | Africa (MDPA)
60 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 60 rows from MDPA, covering Monthly Hotel Room Occupancy Rate 2019 to 2023 for All Hot. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-monthly-hotel-room-occupancy-rate-2019-to-2023-for-all-hot-446c0b79.africa-uganda-prison-capacity-and-occupancy-rate-by-region-2019-2023-84c06133
Prison Capacity and Occupancy Rate by Region 2019 2023 | Africa (Uganda Bureau of Statistics)
15 rows - 1 Africa country/area - 1923 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 15 rows from Uganda Bureau of Statistics, covering Prison Capacity and Occupancy Rate by Region 2019 2023. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-prison-capacity-and-occupancy-rate-by-region-2019-2023-84c06133.africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-all-h-04a9bd9a
Quarterly Hotel Room Occupancy Rate 2019 to 2023 for All H | Africa (MDPA)
20 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 20 rows from MDPA, covering Quarterly Hotel Room Occupancy Rate 2019 to 2023 for All H. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-all-h-04a9bd9a.africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-all-h-b774165b
Quarterly Hotel Room Occupancy Rate 2019 to 2023 for All H | Africa (MDPA)
20 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 20 rows from MDPA, covering Quarterly Hotel Room Occupancy Rate 2019 to 2023 for All H. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-all-h-b774165b.africa-uganda-bed-occupancy-by-quarters-and-region-2019-2020-ca71977e
Bed Occupancy by Quarters and Region 2019 2020 | Africa (Uganda Bureau of Statistics)
7 rows - 1 Africa country/area - 2019-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 7 rows from Uganda Bureau of Statistics, covering Bed Occupancy by Quarters and Region 2019 2020. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-bed-occupancy-by-quarters-and-region-2019-2020-ca71977e.africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-large-18a82923
Quarterly Hotel Room Occupancy Rate 2019 to 2023 for Large | Africa (MDPA)
60 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 60 rows from MDPA, covering Quarterly Hotel Room Occupancy Rate 2019 to 2023 for Large. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-quarterly-hotel-room-occupancy-rate-2019-to-2023-for-large-18a82923.africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-all-hotels-by-s-5e82b8bd
Hotel Room Occupancy Rate 2019 to 2023 for All Hotels by S | Africa (MDPA)
10 rows - 1 Africa country/area - 2019-2023 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 rows from MDPA, covering Hotel Room Occupancy Rate 2019 to 2023 for All Hotels by S. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-hotel-room-occupancy-rate-2019-to-2023-for-all-hotels-by-s-5e82b8bd.africa-uganda-overall-occupancy-rates-for-the-period-2018-and-2020-701a8305
Overall Occupancy Rates for the Period 2018 and 2020 | Africa (Uganda Bureau of Statistics)
4 rows - 1 Africa country/area - 2018-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 4 rows from Uganda Bureau of Statistics, covering Overall Occupancy Rates for the Period 2018 and 2020. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-overall-occupancy-rates-for-the-period-2018-and-2020-701a8305.4D-OccupancyGridsDataset used in the paper "Generalizable Planning via Operator Learning"
major_market_occupancylibrary-occupancyparking-occupancy-merged