datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
random_midpoint_displacement_fractal1024x1024px PNG encoded, scale=0.1, roughness=1.0
each map was then processed with 100 iterations of rain erosion simulation (e99 directory)
for further explanation please see https://en.wikipedia.org/wiki/Diamond-square_algorithm
The idea was first introduced by Fournier, Fussell and Carpenter at SIGGRAPH in 1982
datause-displacement-reviewed
datause-displacement-reviewed
The Luna-reviewed subset of
rafmacalaba/datause-displacement:
only spans that received a v2.3 Luna verdict (band review + drop-side rescue,
source == luna_review). Every span carries the binary label plus
usage_type / drop_reason / specificity, and is traceable via key
(split:row:start:end) to the verdict records in
extraction_analysis/band_review/.
Configs
config
fields
gliner_reviewed
tokenized_text, corpus, origin… See the full description on the dataset page: https://huggingface.co/datasets/rafmacalaba/datause-displacement-reviewed.asia-displacement-number-of-tdps
Number of TDPs
Publisher: OCHA Pakistan · Source: HDX · License: other-pd-nr · Updated: 2023-03-03
Abstract
Number of Temporarily Displaced People (TDPs) from FATA region registered by UNHCR verified through National Database & Registration Authority (NADRA)
Each row in this dataset represents tabular records. Temporal coverage is indicated by the unnamed_4, unnamed_6 column(s). Geographic scope: PAK.
Curated into ML-ready Parquet format by Electric Sheep Africa.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-displacement-number-of-tdps.datause-displacement
Data-Use Mentions — Displacement View
Derived from rafmacalaba/data-use-mentions (originals untouched). Every source span keeps its label verdict, so the kept-vs-dropped split is explicitly trackable and auditable in every row — nothing is silently removed.
kept → DATA_MENTION: evidential and declaration data-use mentions (the positive label).
dropped → NON_MENTION: non-mentions and junk (the negative label).
Why “displacement”
Non-mention/junk spans are… See the full description on the dataset page: https://huggingface.co/datasets/rafmacalaba/datause-displacement.africa-drc-democratic-republic-of-the-congo-subnational-displacement-8985262e
Democratic Republic of the Congo - Subnational Displacement Forecasts | Africa (DRC official open data)
612 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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 the… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-subnational-displacement-8985262e.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-dd48c402
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
9,829 rows - 1 Africa country - 1900-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-dd48c402.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-ac3100ca
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
144,497 rows - 1 Africa country - 2022-2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-ac3100ca.africa-synth-displacement-flooding-displacement-health-all
Flooding & Displacement Health | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: climate_environment - 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-synth-displacement-flooding-displacement-health-all.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-e22bca18
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
73,590 rows - 1 Africa country - 2023-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-e22bca18.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-749cd52f
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
17,029 rows - 1 Africa country - 2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-749cd52f.africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-54fd055f
Democratic Republic of the Congo: Displacement - [Déplacé] - Site Assessment | Africa (DRC official open data)
47,641 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-54fd055f.africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-27d96a5c
Democratic Republic of the Congo: Displacement - [Déplacé] - Site Assessment | Africa (DRC official open data)
504,761 rows - 1 Africa country - 2018-2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-27d96a5c.africa-drc-future-displacement-forecasts-5e014391
Future Displacement Forecasts | Africa (DRC official open data)
26 rows - 1 Africa country - 2025-2027 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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: Future Displacement Forecasts
Publisher: Danish Refugee Council… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-future-displacement-forecasts-5e014391.africa-drc-drc-displacement-countrywide-monitoring-baseline-assessmen-1a07157d
DRC Displacement - Countrywide Monitoring - Baseline Assessment [IOM DTM] | Africa (DRC official open data)
551 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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: DRC Displacement -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-drc-displacement-countrywide-monitoring-baseline-assessmen-1a07157d.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-d49120fa
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
8,719 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-d49120fa.africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-9e1d3cf5
Democratic Republic of the Congo: Displacement - [Déplacé] - Site Assessment | Africa (DRC official open data)
357,977 rows - 1 Africa country - 2018-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-9e1d3cf5.africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-6dc09d0b
Democratic Republic of the Congo: Displacement - [Déplacé] - Site Assessment | Africa (DRC official open data)
393,115 rows - 1 Africa country - 2017-2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-6dc09d0b.africa-cameroon-future-displacement-forecasts-cf83f69c
Future Displacement Forecasts | Africa (Cameroon official open data)
240 rows - 1 Africa country - 2010-2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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: Future Displacement Forecasts
Publisher: Danish Refugee… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-future-displacement-forecasts-cf83f69c.africa-displacement-malawi
Malawi - IDP Site | 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 evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-displacement-malawi.africa-drc-drc-displacement-countrywide-monitoring-baseline-assessmen-71a37c11
DRC Displacement - Countrywide Monitoring - Baseline Assessment [IOM DTM] | Africa (DRC official open data)
543 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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: DRC Displacement -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-drc-displacement-countrywide-monitoring-baseline-assessmen-71a37c11.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-ae00a42d
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
9,078 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-ae00a42d.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-f71bf6a7
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
11,818 rows - 1 Africa country - 2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-f71bf6a7.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-e910f87e
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
92,036 rows - 1 Africa country - 2021-2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-e910f87e.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-038f0307
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
75,567 rows - 1 Africa country - 2021-2022 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-038f0307.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-f6637d4d
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
75,999 rows - 1 Africa country - 2021-2022 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-f6637d4d.africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-e61d933b
Democratic Republic of the Congo: Displacement - [Déplacé] - Site Assessment | Africa (DRC official open data)
362,500 rows - 1 Africa country - 2018-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-e61d933b.africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-91552c8e
Democratic Republic of the Congo: Displacement - [Déplacé] - Site Assessment | Africa (DRC official open data)
305,989 rows - 1 Africa country - 2017-2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-deplace-site-91552c8e.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-399d8c2d
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
94,735 rows - 1 Africa country - 2023-2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-399d8c2d.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-196c0458
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
73,039 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-196c0458.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-c02a4707
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
62,303 rows - 1 Africa country - 2020-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-c02a4707.