datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
lego42176_garage_parking
LEGO 42176 Garage Parking Dataset
Imitation learning dataset for driving a LEGO Technic 42176 car into a garage. Recorded with LeRobot v3.0 format.
A human operator drives the car via keyboard over Bluetooth while an IP camera records the scene. The policy learns to map camera observations to speed/steering commands.
Dataset summary
Episodes
100
Total frames
12,037
Duration
13.4 minutes
FPS
15
Resolution
640 x 480
Robot type
lego42176
Task… See the full description on the dataset page: https://huggingface.co/datasets/pbelevich/lego42176_garage_parking.parking-enforcement-uk-nl-au
Parking enforcement and appeals: UK, Netherlands, Australia
Thirteen open datasets on parking enforcement and appeals, published by
CatoAppeals. Every figure republishes something a
public body published itself, re-derived from the source and checked row by row.
Nothing is modelled or estimated.
Catalogue and methodology: https://www.catoappeals.com/data
The datasets
File
Rows
What it is
appeal-win-rates-by-segment.csv
1,100
Share of parking appeals won… See the full description on the dataset page: https://huggingface.co/datasets/ebhcatoappeals/parking-enforcement-uk-nl-au.parking-violations
City Parking Violations & Citations Dataset (Free Sample)
This is a free sample with 2,070 rows. The full dataset has 14,825 rows across 3 tables.
Parking citation records for a simulated mid-size US city (population ~350K)
over 2 years. 25,000 citations across 50 zones, with officer assignments,
violation types, fine amounts, and payment status tracking.
Features location clustering (downtown hotspots), time-of-day patterns
(meter violations peak 9-11 AM), repeat offenders… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/parking-violations.ud-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.parking_regulationsThis is a dataset of NYC parking regulations exported from OpenData on April 22, 2025.
parking_minimums_for_casinos_prelimPreliminary long-form dataset of parking minimums for Casinos.
Parking minimums are defined as the minimum number of parking spaces a business must provide in order to be compliant with local code.
The dataset is for the following U.S. cities:
City of Orlando, Florida (2404443)
City of Stillwater, Oklahoma (2411982)
City of Kemah, Texas (2410175)
City of Nichols Hills, Oklahoma (2411254)
City of Snellville, Georgia (2405480)
City of Graham, Texas (2410628)
City of Merced, California… See the full description on the dataset page: https://huggingface.co/datasets/the-ride-never-ends/parking_minimums_for_casinos_prelim.nigerian_transport_and_logistics_parking
Nigeria Transport & Logistics – Parking Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_parking.europe-owid-unpaid-parking-violations-per-diplomat
Unpaid Parking Violations Per Diplomat | Europe (Our World in Data)
🇪🇺 34 observations · 34 Europe countries · 2002–2002 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 34 observations of Unpaid Parking Violations Per Diplomat data across 34 Europe countries, spanning 2002–2002.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Unpaid Parking Violations Per Diplomat… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-unpaid-parking-violations-per-diplomat.asia-owid-unpaid-parking-violations-per-diplomat
Unpaid Parking Violations Per Diplomat | Asia (Our World in Data)
🌏 39 observations · 39 Asia countries · 2002–2002 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 39 observations of Unpaid Parking Violations Per Diplomat data across 39 Asia countries, spanning 2002–2002.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Unpaid Parking Violations Per Diplomat… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-unpaid-parking-violations-per-diplomat.parkwise-bengaluru-parking-dataDS_Final_Project_JZ_RF_Parking_Ticket_AI_DataSet
Synthetic Parking Ticket Cases (10,000)
This repository contains a synthetic dataset of parking ticket “case narratives” generated with the Qwen/Qwen3-0.6B language model for a data science course project.Each record describes a parking offense in exactly ~5 short lines and includes contextual details such as location, time, car involved, how the offense was recorded, the driver’s explanation, and signage clarity.
Important: This dataset is fully synthetic and is not based on real… See the full description on the dataset page: https://huggingface.co/datasets/Joe-Zeloof/DS_Final_Project_JZ_RF_Parking_Ticket_AI_DataSet.