datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.partnet-mobilitypartnet-mobility-updatedmobility_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.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.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-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.africa-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-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-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-worldbank-wbl-legal-framework-mobility-the-law-allows-a-woman-to-leave-the-marital-home-a
WBL: Legal Framework, Mobility, The law allows a woman to leave the marital home and travel domestically 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… 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-leave-the-marital-home-a.partnet-mobility-testafrica-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.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.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-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.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-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.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-worldbank-wbl-enforcement-perceptions-mobility-public-authorities-enforce-a-woman-s-right
WBL: Enforcement Perceptions, Mobility, Public authorities enforce a woman's right 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: demographics_social - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-enforcement-perceptions-mobility-public-authorities-enforce-a-woman-s-right.africa-worldbank-wbl-legal-framework-mobility-the-law-allows-a-woman-to-travel-internationally-i
WBL: Legal Framework, Mobility, The law allows a woman to travel internationally 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… 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-travel-internationally-i.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.africa-worldbank-wbl-legal-framework-mobility-score-scale-0-100-gd-wbl-mob-law-t
WBL: Legal Framework, Mobility, Score (scale 0-100) | 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 analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-mobility-score-scale-0-100-gd-wbl-mob-law-t.location_datasetafrica-worldbank-wbl-enforcement-perceptions-mobility-score-scale-0-100-gd-wbl-mob-enf-t
WBL: Enforcement Perceptions, Mobility, Score (scale 0-100) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-enforcement-perceptions-mobility-score-scale-0-100-gd-wbl-mob-enf-t.climate-mobility-rwcmbasia-migration-tajikistan-mobility-migrants-baseline-as
Tajikistan - Baseline Assessment [IOM DTM]
Publisher: International Organization for Migration (IOM) · Source: HDX · License: hdx-other · Updated: 2026-02-11
Abstract
DTM REMAP implements the Baseline Mobility Assessment (BMA) in Tajikistan to track mobility, provide information on population estimates, geographic distribution of migrant workers and return migrants, reasons for migration and countries of return. Data is collected at the village level from key informants… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-migration-tajikistan-mobility-migrants-baseline-as.africa-worldbank-wbl-enforcement-perceptions-mobility-public-authorities-enforce-equal-rights-be
WBL: Enforcement Perceptions, Mobility, Public authorities enforce equal rights between women and men to confer citizenship on their spouse and children | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-enforcement-perceptions-mobility-public-authorities-enforce-equal-rights-be.africa-worldbank-wbl-legal-framework-mobility-a-woman-and-a-man-have-equal-rights-to-confer-citi
WBL: Legal Framework, Mobility, A woman and a man have equal rights to confer citizenship on their spouse and children | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-mobility-a-woman-and-a-man-have-equal-rights-to-confer-citi.