datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
valencia-urban-mobility
A high-frequency open dataset of urban mobility in València, Spain, spanning 2020–2025
A multi-year, high-frequency (15-minute) archive of public urban-mobility feeds for the city of València, Spain, self-collected and curated because the official portals expose only the live state and retain no history.
1. Data Records
All material is sourced from the Ajuntament de València open-data portal and is redistributed here under CC-BY 4.0.
1a. PRIMARY… See the full description on the dataset page: https://huggingface.co/datasets/femartip/valencia-urban-mobility.MobilityBench
Note: This work is currently under review. The full dataset will be released progressively.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
Paper | GitHub
MobilityBench is a scalable benchmark for evaluating route-planning agents in real-world mobility scenarios. It is built from large-scale, anonymized mobility queries from Amap, organized with a comprehensive task taxonomy, and provides structured ground truth (required tool calls… See the full description on the dataset page: https://huggingface.co/datasets/GD-ML/MobilityBench.global-research-output-mobility-dataset
Global Research Output & Mobility (OpenAlex)
Institution-level research output profiles and aggregated author mobility flows built from the official OpenAlex snapshot: institutions, sources, topics and funders.
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:
https://data.zalize.com/datasets/global-research-output-mobility-dataset
Packages in this repo
Package
Tier
Rows
Size… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/global-research-output-mobility-dataset.mobility_dataset
Seoul Mobility Cell Dataset
This repository contains daily cell-level mobility parquet files.
Notes
Original parquet structure and column names are preserved.
Files are stored on a daily basis.
Compression is re-applied using ZSTD.
Intended for non-commercial research and educational use.
Possible Use Cases
urban mobility analysis
hidden demand estimation
transportation demand modeling
spatio-temporal analysis
mobility forecasting
subway accessibility… See the full description on the dataset page: https://huggingface.co/datasets/youngbongbong/mobility_dataset.nairobi-longitudinal-employment-career-mobility
Nairobi Longitudinal Employment & Career Mobility (emp-01)
A 100% synthetic longitudinal employment dataset for a fixed cohort of 10,000 Nairobi city-twin citizens. It contains 13,947 lifecycle events covering formal-employment starts, promotions, terminations, and self-employment entry, with point-in-time education, professional-credential, and occupation-qualification context.
Files
File
Rows
Columns
Grain
data/employment_events.csv
13,947
48
One row… See the full description on the dataset page: https://huggingface.co/datasets/stripeddonkey-data/nairobi-longitudinal-employment-career-mobility.mobility_data
Mobility Pattern Dataset
Dataset Summary
This dataset contains synthetic mobility patterns and network performance metrics for 100 users over a 3-day period. The data simulates realistic user movement patterns in a cellular network environment, including various mobility types, signal strengths, and network conditions.
Supported Tasks and Leaderboards
Task 1: Mobility Pattern Prediction
Task 2: Network Performance Optimization
Task 3: Handover Decision Making… See the full description on the dataset page: https://huggingface.co/datasets/unifyair/mobility_data.urban-mobility-intent
Urban Mobility Intent Dataset
A small fully synthetic dataset for testing dataset ingestion, metadata extraction,
classification, and Hugging Face repository monitoring pipelines.
The records do not contain real user information or production data.
Dataset Structure
data/train.jsonl - training examples
data/validation.jsonl - validation examples
dataset_info.json - lightweight schema/metadata
LICENSE - MIT license
GTFS-Koreadaily-mobility-generation-benchmarkafrica-drc-democratic-republic-of-congo-population-and-mobility-estim-6f922515
Democratic Republic of Congo: Population and Mobility Estimates | Africa (DRC official open data)
221 rows - 1 Africa country - 2020-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Democratic Republic of Congo:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-population-and-mobility-estim-6f922515.africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-158187df
Democratic Republic of Congo: Detected mobility from 2026 Bundibugyo Virus Disease Outbreak Health Zones | Africa (DRC official open data)
11 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-158187df.africa-drc-democratic-republic-of-congo-population-and-mobility-estim-75ab8970
Democratic Republic of Congo: Population and Mobility Estimates | Africa (DRC official open data)
648 rows - 1 Africa country - 2020-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Democratic Republic of Congo:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-population-and-mobility-estim-75ab8970.africa-drc-democratic-republic-of-congo-population-and-mobility-estim-ad6d4600
Democratic Republic of Congo: Population and Mobility Estimates | Africa (DRC official open data)
387 rows - 1 Africa country - 2020-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Democratic Republic of Congo:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-population-and-mobility-estim-ad6d4600.africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-22ed1717
Democratic Republic of Congo: Detected Mobility from 2026 Bundibugyo Virus Disease Outbreak Health Zones — Subscriber-Days (May–June 2026) | Africa (DRC official open data)
6 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-22ed1717.africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-816255c7
Democratic Republic of Congo: Detected Mobility from 2026 Bundibugyo Virus Disease Outbreak Health Zones — Subscriber-Days (May–June 2026) | Africa (DRC official open data)
519 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-816255c7.nigerian_transport_and_logistics_smart_city_mobility
Nigeria Transport & Logistics – Smart City Mobility | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_smart_city_mobility.africa-drc-democratic-republic-of-congo-population-and-mobility-estim-5d4e16ce
Democratic Republic of Congo: Population and Mobility Estimates | Africa (DRC official open data)
64,612 rows - 1 Africa country - 2020-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Democratic Republic of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-population-and-mobility-estim-5d4e16ce.africa-synth-telecom-mobility-trace-datasets-nigeria
Africa Synth Telecom Mobility Trace Datasets Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: technology_digital - 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/africa-synth-telecom-mobility-trace-datasets-nigeria.africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-709028da
Democratic Republic of Congo: Detected mobility from 2026 Bundibugyo Virus Disease Outbreak Health Zones | Africa (DRC official open data)
519 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-709028da.africa_telecom_mobility_trace_datasets_nigeria
Africa Telecom Mobility Trace Datasets Nigeria (TsFile)
This dataset is converted from electricsheepafrica/africa-synth-telecom-mobility-trace-datasets-nigeria to Apache TsFile format.
Modalities: Time-series.
Source Dataset
Original dataset: electricsheepafrica/africa-synth-telecom-mobility-trace-datasets-nigeria
Authors: electricsheepafrica (Hugging Face)
Source license metadata: gpl
Source file used for conversion: mobility_trace_datasets.parquet
The source… See the full description on the dataset page: https://huggingface.co/datasets/THULab/africa_telecom_mobility_trace_datasets_nigeria.africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-763e50ec
Democratic Republic of Congo: Detected Mobility from 2026 Bundibugyo Virus Disease Outbreak Health Zones — Subscriber-Days (May–June 2026) | Africa (DRC official open data)
519 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-congo-detected-mobility-from-2026-b-763e50ec.fetch_huggingface_google_map_terminal_github_7958-street-mobility-testrun001
fetch_huggingface_google_map_terminal_github_7958-street-mobility-testrun001
Street network mobility and accessibility attributes for downtown Portland.
License
This dataset is licensed under the Apache License 2.0.
Commercial use, modification, and distribution are permitted.
Contents
data.csv - sample data.
Mobility_Future
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/Matsakitkat/Mobility_Future.africa-synth-education-student-mobility-nigeria
Nigeria Education - Student Mobility | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: education - 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 Covers
Education datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-student-mobility-nigeria.hurricane-mobility-generation-benchmarkpartnet-mobility-testafrica-synth-disability-physical-disability-mobility-rehab-all
Physical Disability & Mobility Rehabilitation (SSA) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: culture_language - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-disability-physical-disability-mobility-rehab-all.MobilityBench
Note: This work is currently under review. The full dataset will be released progressively.
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
Paper | GitHub
MobilityBench is a scalable benchmark for evaluating route-planning agents in real-world mobility scenarios. It is built from large-scale, anonymized mobility queries from Amap, organized with a comprehensive task taxonomy, and provides structured ground truth (required tool calls… See the full description on the dataset page: https://huggingface.co/datasets/15985732665qqcom/MobilityBench.global-mobility
Google Community Mobility Reports — global daily
Aggregated, anonymised mobility signals derived from Google Maps Location
History data. Coverage is global at the national level; subnational depth
varies by country (US has county granularity, most others have ISO 3166-2
state-level only). Privacy threshold means small geographies / low-traffic
days are NaN.
Source: https://www.google.com/covid19/mobility/
Coverage
Time: 2020-02-15 → 2022-10-15
Cadence: daily… See the full description on the dataset page: https://huggingface.co/datasets/EPI-Eval/global-mobility.africa-worldbank-wbl-legal-framework-mobility-the-law-allows-a-woman-to-choose-where-to-live-in
WBL: Legal Framework, Mobility, The law allows a woman to choose where to live in the same way as a man | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-mobility-the-law-allows-a-woman-to-choose-where-to-live-in.