datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cleangov-local-settlements
지방재정365 결산 통계 Open API (세입·세출결산, 재무제표, 지방세, 지역통합재정통계, 공공시설·청사·채무)
지방재정365 재정데이터개방 허브의 "결산" 분류 33 서비스. 세출결산(기능별·성질별·회계별·구조별 단체별), 세입결산(재원별·성질별), 기금결산, 교육비특별회계 결산, 투자적경비 순계, 재무제표(재정상태표·통합재정운영표·순자산변동표·복식부기 수익·비용·자산·부채), 지방세(징수율·세목별 비중·세수신장률·체납 누계), 지역통합재정통계 (세입·세출·자산·부채·인건비·업무추진비·행사경비 비율), 공공시설운영현황, 청사면적, 채무현황. 자치단체 재정의 결산 기준 정본이며 FISCAL-LOC-002(세부사업별 세출 XLSX) 보다 집계 수준이 높고 분류 축이 다양하다. 비교군·기관 개요 화면의 결산 수치를 여기서 낸다.
출처: https://www.lofin365.go.kr/portal/LF5100000.do
이용 조건: 허브 명세 이용조건… See the full description on the dataset page: https://huggingface.co/datasets/eddmpython/cleangov-local-settlements.asia-settlements-syrian-arab-republic-populated-places
Syrian Arab Republic populated places
Publisher: OCHA Syria · Source: HDX · License: hdx-other · Updated: 2025-04-25
Abstract
Syrian Arab Republic populated places
Each row in this dataset represents subnational administrative unit observations. Temporal coverage is indicated by the date, validon column(s). Geographic scope: SYR.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset Characteristics
Domain
Humanitarian and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-settlements-syrian-arab-republic-populated-places.africa-settlements-togo
Togo - Settlements | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-togo.africa-sudan-settlement-26-july-2020
Sudan: Settlements | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-settlement-26-july-2020.asia-settlements-state-of-palestine-admin-level-2-boundar
State of Palestine - Palestinian Communities in the West Bank and the Gaza Strip
Publisher: OCHA occupied Palestinian territory (oPt) · Source: HDX · License: hdx-other · Updated: 2025-02-25
Abstract
Palestinian Communities in the West Bank and the Gaza Strip
Each row in this dataset represents subnational administrative unit observations. Data was last updated on HDX on 2025-02-25. Geographic scope: PSE.
Curated into ML-ready Parquet format by Electric Sheep Africa.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-settlements-state-of-palestine-admin-level-2-boundar.africa-settlements-nigeria
Africa Settlements Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-nigeria.africa-settlements-congo-rep
Congo - Settlements | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-congo-rep.africa-settlements-burkina-faso
Africa Settlements Burkina Faso | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-burkina-faso.africa-settlements-cape-verde
Cabo Verde - Settlements | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-cape-verde.asia-refugees-informal-settlements-refugees-living-in
Informal Settlements (Refugees living in informal settlements)
Publisher: OCHA Lebanon · Source: HDX · License: cc-by · Updated: 2025-05-05
Abstract
In Lebanon Syrian refugees are scattered all over the country, mostly living in the cities and villages with host communities renting or occupying abandoned or unfinished building, however over 30% of the refugees are living in tents in Informal Settlements. Informal Settlements are collections of tent (not more than 20… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-refugees-informal-settlements-refugees-living-in.africa-settlements-cameroon
Africa Settlements Cameroon | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-cameroon.asia-settlements-iraq-populated-places-2021
Iraq - Populated Places (Cities, Villages, Towns)
Publisher: OCHA Iraq (inactive) · Source: HDX · License: cc-by-igo · Updated: 2025-02-02
Abstract
Settlement locations representing cities, towns, villages, and neighborhoods P-coded in accordance with Iraq - Subnational Administrative Boundaries (COD-AB).
The "Iraq populated places 2021 P-coded.xlsx" spreadsheet contains two tables . Table "IRQ populated places master" contains all 12,494 available records. Table '"RQ… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-settlements-iraq-populated-places-2021.africa-somalia-somalia-iom-dtm-settlements-9c07f461
Somalia Iom Dtm Settlements | Africa (International Organization for Migration (IOM))
9,587 rows - 1 Africa country/area - 2018-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 9,587 rows from International Organization for Migration (IOM), covering Somalia Iom Dtm Settlements. 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-somalia-somalia-iom-dtm-settlements-9c07f461.africa-sudan-sudan-settlements-89bd468b
Sudan: Settlements | Africa (Sudan official open data)
95,832 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan 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: Sudan: Settlements
Publisher: OCHA Sudan
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-sudan-settlements-89bd468b.africa-settlements-chad
Africa Settlements Chad | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-chad.africa-settlements-sierra-leone
Sierra Leone settlements | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: humanitarian_development - 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
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-sierra-leone.asia-settlements-winter-needs-in-northern-syria-camps-201
Winter needs in Northern Syria Camps 2018
Publisher: Assistance Coordination Unit · Source: HDX · License: cc-by · Updated: 2024-09-13
Abstract
The IMU of the ACU, issues its fourth edition of the “Winter Needs in the Northern Syrian Camps” report, addressing 234 camps in the governorates of Aleppo and Idleb. The report brings to light the most important items that IDPs are in need for in terms of type and quantities, according to international standards for humanitarian… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-settlements-winter-needs-in-northern-syria-camps-201.africa-settlements-ethiopia
Ethiopia: Settlements | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-ethiopia.africa-settlements-central-african-republic
Africa Settlements Central African Republic | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-central-african-republic.africa-settlements-congo-dem-rep
Africa Settlements Congo Dem Rep | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-congo-dem-rep.africa-settlements-somalia
Africa Settlements Somalia | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-somalia.africa-mrt-settlements
Mauritania: Settlements | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mrt-settlements.africa-settlements-mozambique
Africa Settlements Mozambique | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-mozambique.africa-owid-number-of-unique-settlements
Number Of Unique Settlements | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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-owid-number-of-unique-settlements.africa-settlements-sudan
Africa Settlements Sudan | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-sudan.africa-settlements-mali
Africa Settlements Mali | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-mali.africa-settlements-madagascar
Madagascar - Populated Places | Africa (original)
Size category: 10K<n<100K - 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 help researchers study access… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-madagascar.asia-settlements-philippines-other-0-0-0-0-0-0-0-0-0-0-0
Philippines - Existing Evacuation Centers and Relocation sites(TS Washi Emergency)
Publisher: OCHA Philippines · Source: HDX · License: hdx-other · Updated: 2023-05-02
Abstract
This dataset is about the Humanitarian Profile in the TS Washi Emergency. It shows the existing Evacuation Centers and Relocation sites in Cagayan de Oro and Iligan City in Mindanao, Philippines due to the Tropical Storm Washi Flashflood
Each row in this dataset represents tabular records. Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-settlements-philippines-other-0-0-0-0-0-0-0-0-0-0-0.africa-settlements-niger
Africa Settlements Niger | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-settlements-niger.asia-settlements-pakistan-settlements
Pakistan - Population of Major Cities
Publisher: OCHA Pakistan · Source: HDX · License: hdx-other · Updated: 2025-04-25
Abstract
Major Cities Population
Each row in this dataset represents tabular records. Data was last updated on HDX on 2025-04-25. Geographic scope: PAK.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset Characteristics
Domain
Demographics and population
Unit of observation
Tabular records
Rows (total)… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-settlements-pakistan-settlements.