datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
vuurwerkverkenner-development-data
NFI Fireworks Development Dataset for the "Vuurwerkverkenner" Application
The Netherlands Forensic Institute (NFI) Fireworks development dataset consists of scans of fireworks wrappers from
fireworks that were investigated in casework in the Netherlands from 2010 onwards. Artificially created snippets
are available for all wrappers, and for a subset of the wrappers photographs of actual fireworks snippets (pieces of the
wrapper post-detonation) are included.
Data… See the full description on the dataset page: https://huggingface.co/datasets/NetherlandsForensicInstitute/vuurwerkverkenner-development-data.TUT-urban-acoustic-scenes-2018-development-16bit
Dataset Card for "TUT-urban-acoustic-scenes-2018-development-16bit"
Dataset Summary
TUT Urban Acoustic Scenes 2018 development dataset consists of 10-seconds audio segments from 10 acoustic scenes:
Airport - airport
Indoor shopping mall - shopping_mall
Metro station - metro_station
Pedestrian street - street_pedestrian
Public square - public_square
Street with medium level of traffic - street_traffic
Travelling by a tram - tram
Travelling by a bus - bus
Travelling by an… See the full description on the dataset page: https://huggingface.co/datasets/wetdog/TUT-urban-acoustic-scenes-2018-development-16bit.world_development_indicators
World Development Indicators
World Development Indicators (WDI) is the World Bank's premier compilation of cross-country comparable data on development.
This dataset is produced and published automatically by Datadex, a fully open-source, serverless, and local-first Data Platform that improves how communities collaborate on Open Data.
vcc2026-broad-development-20260908
VCC 2026 broad development artifacts
The B7 RunPod science-output recovery is complete: 256 files, 5,106,104,214 bytes.
Contents
Files
Checkpoints
64
Fit receipts
64
Prediction arrays
64
Prediction receipts
64
Use archive-index.json for current locations, SHA-256 values, sizes, and immutable per-file revisions. STATUS.md records completed work and remaining scientific comparisons. The recovery receipt proves all 109 files missing from the previous archive… See the full description on the dataset page: https://huggingface.co/datasets/barthazian/vcc2026-broad-development-20260908.aliafzal9323_world-bank-development-indicators-1960-2024
World Bank Development Indicators 1960-2024
Key economic, health, education, and infrastructure indicators for every country
Dataset Info
Source: Kaggle
Original Size: 0.63 MB
Kaggle Downloads: 85
Files: 1
Files
World_Bank_Development_Indicators.csv
Mirrored from Kaggle
TUT-urban-acoustic-scenes-2018-development
Dataset Card for "TUT-urban-acoustic-scenes-2018-development"
Dataset Summary
TUT Urban Acoustic Scenes 2018 development dataset consists of 10-seconds audio segments from 10 acoustic scenes:
Airport - airport
Indoor shopping mall - shopping_mall
Metro station - metro_station
Pedestrian street - street_pedestrian
Public square - public_square
Street with medium level of traffic - street_traffic
Travelling by a tram - tram
Travelling by a bus - bus
Travelling by an… See the full description on the dataset page: https://huggingface.co/datasets/wetdog/TUT-urban-acoustic-scenes-2018-development.Open-ECG-Digitizer-Development-Dataset
Info
The dataset was generated using this fork of ECG-Image-Kithttps://github.com/Ahus-AIM/ecg-image-kit
and was used to train the segmentation network inhttps://github.com/Ahus-AIM/Open-ECG-Digitizer
Download the dataset
from datasets import load_dataset
ds = load_dataset("Ahus-AIM/Open-ECG-Digitizer-Development-Dataset")
Mandatory citation
If you use this dataset, please cite
@article{stenhede_digitizing_2026,
title = {Digitizing Paper {ECGs} at… See the full description on the dataset page: https://huggingface.co/datasets/Ahus-AIM/Open-ECG-Digitizer-Development-Dataset.Jobs-and-Development-Indicators-For-African-Countries
Jobs and Development Indicators For African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - 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/Jobs-and-Development-Indicators-For-African-Countries.cells-developmental
bgradowhite/cells-developmental
Verbatim backup of /Users/brianna/Cells_Developmental/out from Brianna's machine, taken 2026-09-14.
See PROVENANCE.md for what each directory is and which script wrote it, and
MANIFEST.json for SHA-256 digests of every file and every archive member.
Archives <dir>.tar.gz extract in place to <dir>/; where a directory name held
colons the archive name has hyphens instead, and MANIFEST.json's extract_to gives
the original path.
The following is… See the full description on the dataset page: https://huggingface.co/datasets/bgradowhite/cells-developmental.Digital-Development-Indicators-For-African-Countries
Digital Development Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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 Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Digital-Development-Indicators-For-African-Countries.cells-developmental-checkpoints
Cells, developmental: trained trajectories and measured parts
The artifacts produced by the measurement code at
https://github.com/bgradowhite/Cells_Developmental, mirrored so a collaborator
starts from the same base without retraining or re-measuring.
Only this project's own artifacts are here. The KataGo checkpoints, the
Pythia/GPT-2/Gemma weights and the image corpora are public elsewhere, are
hash-pinned in that repository's configs/inputs/, and are fetched from their
own… See the full description on the dataset page: https://huggingface.co/datasets/CarolusRenniusVitellius/cells-developmental-checkpoints.asia-urban-development-world-bank-urban-development-indicators
Maldives - Urban Development
Publisher: World Bank Group · Source: HDX · License: cc-by · Updated: 2026-04-28
Abstract
Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX.
Cities can be tremendously efficient. It is easier to provide water and sanitation to people living closer together, while access to health, education, and other social and cultural services is also much more readily available. However, as cities grow… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-urban-development-world-bank-urban-development-indicators.olmocr_science_pdfs-software_developmenthttps://huggingface.co/datasets/allenai/dolma3_pool/tree/main/data/olmocr_science_pdfs-software_development
africa-world-bank-social-development-indicators-for-tunisia
Tunisia - Social Development | Africa (original)
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 This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-social-development-indicators-for-tunisia.vn-provinces-grdp-development-index-constant-2010
Vietnam provinces GRDP development index (constant 2010 prices)
Provincial and regional GRDP development index at constant 2010 prices (previous year = 100). Coverage 2018-2024. Year 2024 is preliminary. Tables cover provinces, regions. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (441 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-grdp-development-index-constant-2010.nmd-ce-ru-171k-v0Chechen-Russian parallel corpus that was presented in paper The first open machine translation system for the Chechen language.
2026-09-09-nonmoral-stakes-development
Nonmoral stakes development: stopped appended-wrapper attempt and four prospective integrated craft pairs
field
value
experiment
Nonmoral stakes development: stopped appended-wrapper attempt and four prospective integrated craft pairs
date_generated
2026-09-09
constitution
none; nonmoral craft preferences, no moral constitution
source_repo
https://github.com/Matthew-Bozoukov/Lessons_from_constituitional_AFT @ 3f5a0b8de74fe06cb7db155650f750ec36451ea7
models… See the full description on the dataset page: https://huggingface.co/datasets/dougalldeepmind/2026-09-09-nonmoral-stakes-development.opus-4.6-frontend-development
CoT Code Debugging Dataset
Synthetic code debugging examples with chain-of-thought (CoT) reasoning and solutions, built with a three-stage pipeline: seed problem → evolved problem → detailed solve. Topics emphasize frontend / UI engineering (CSS, React, accessibility, layout, design systems, SSR/hydration, and related product UI issues).
Each line in dataset.jsonl is one JSON object (JSONL format).
Data fields
Field
Description
id
16-character hex id:… See the full description on the dataset page: https://huggingface.co/datasets/glyphsoftware/opus-4.6-frontend-development.gpt-5.4-frontend-development-11062026
GPT-5.4 Frontend Development Dataset (11062026)
This dataset is a synthetic chat-formatted code dataset focused on frontend development tasks in React and TypeScript.
It contains 1032 JSONL records collected on 2026-06-11 and generated with GPT-5.4 from frontend-oriented prompts covering reusable UI, compact feature units, forms, widgets, and related interface implementation tasks.
Overview
Each record contains:
task_id - numeric task identifier
category - task… See the full description on the dataset page: https://huggingface.co/datasets/runanlab/gpt-5.4-frontend-development-11062026.africa-madagascar-african-development-bank-food-security-december-2011-f783794e
African Development Bank, Food Security, December 2011 | Africa (Madagascar official open data)
43,983 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: African Development Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-african-development-bank-food-security-december-2011-f783794e.africa-synth-education-professional-development-nigeria
Nigeria Education - Professional Development | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-professional-development-nigeria.africa-lesotho-lesotho-social-development-416561f3
Lesotho - Social Development | Africa (Lesotho official open data)
924 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho 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: Lesotho - Social Development
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-lesotho-social-development-416561f3.africa-world-bank-social-development-indicators-for-rwanda
Rwanda - Social Development | Africa (original)
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 This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-social-development-indicators-for-rwanda.africa-sao-tome-and-principe-african-development-bank-food-security-december-2011-f783794e
African Development Bank, Food Security, December 2011 | Africa (Sao Tome and Principe official open data)
43,983 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe 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-sao-tome-and-principe-african-development-bank-food-security-december-2011-f783794e.africa-sao-tome-and-principe-sao-tome-and-principe-agriculture-and-rural-development-d79a24bd
Sao Tome and Principe - Agriculture and Rural Development | Africa (Sao Tome and Principe official open data)
1,495 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe 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-sao-tome-and-principe-sao-tome-and-principe-agriculture-and-rural-development-d79a24bd.africa-madagascar-african-development-bank-food-security-prices-monthly-dece-fd105d61
African Development Bank, Food Security, Prices, Monthly, December 2011 | Africa (Madagascar official open data)
541 rows - 1 Africa country - 2011 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar 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: African… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-african-development-bank-food-security-prices-monthly-dece-fd105d61.OpenEar_developmental_status_classification
Openear Developmental Status Classification
This dataset provides real-world RGB images of maize ears collected in a field environment at Hongqi Base, Hainan, China, for developmental status classification. Images were captured using a ground-based Raspberry Pi HQ camera system with a Sony IMX477R sensor during the 2025-2026 growing season, offering high-resolution visual data for distinguishing between abnormal and normal developmental stages. The dataset contains 6,435 images… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/OpenEar_developmental_status_classification.drug_development_supported_by_informatics
Dataset Card for introvoyz041/drug_development_supported_by_informatics
Dataset Description
This dataset contains images converted from PDFs using the PDFs to Page Images Converter Space.
Number of images: 358
Number of PDFs processed: 1
Sample size per PDF: 100
Created on: 2025-06-16 15:39:43
Dataset Creation
Source Data
The images in this dataset were generated from user-uploaded PDF files.
Processing Steps
PDF files were uploaded to… See the full description on the dataset page: https://huggingface.co/datasets/introvoyz041/drug_development_supported_by_informatics.africa-sao-tome-and-principe-sao-tome-and-principe-social-development-ff0ce3ec
Sao Tome and Principe - Social Development | Africa (Sao Tome and Principe official open data)
727 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Sao Tome and Principe 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: Sao Tome and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sao-tome-and-principe-sao-tome-and-principe-social-development-ff0ce3ec.africa-world-bank-urban-development-indicators-for-rwanda
Rwanda - Urban Development | Africa (original)
Size category: n<1K - Formats: parquet - Sector: health - 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
Health datasets help researchers examine disease burden, service… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-urban-development-indicators-for-rwanda.