datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fire-progression-dataset-samplediabetic-retinopathy-multimodal-progression-africa
DR-Progression — Multimodal 5-Year Diabetic-Retinopathy Risk with Africa-Grounded Synthetic EHR
A multimodal dataset for predicting 5-year diabetic-retinopathy progression and
risk from a fundus image combined with a full systemic electronic health record
(EHR): glycaemic control, diabetes duration, blood pressure, renal function,
comorbidities, treatment, and access-to-care.
Version 1.0.0 · core dr_synth 1.0.0 · part of the DR-Africa dataset
family (see also dr-grading and… See the full description on the dataset page: https://huggingface.co/datasets/macular/diabetic-retinopathy-multimodal-progression-africa.ssa-breast-disease-progression
SSA Breast Disease Progression (Tumour Evolution & Resistance) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/ssa-breast-disease-progression.electrician-licence-progression-by-state
Electrician licence progression: training hours and prerequisites by US state
Canonical, always-current version: https://referencesource.org/electrician-licence-progression-by-state/
Machine-readable: https://referencesource.org/electrician-licence-progression-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-06
Stale after: 2027-02-02 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 2
What… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/electrician-licence-progression-by-state.diabetic-retinopathy-multimodal-progression-africa
DR-Progression — Multimodal 5-Year Diabetic-Retinopathy Risk with Africa-Grounded Synthetic EHR
A multimodal dataset for predicting 5-year diabetic-retinopathy progression and
risk from a fundus image combined with a full systemic electronic health record
(EHR): glycaemic control, diabetes duration, blood pressure, renal function,
comorbidities, treatment, and access-to-care.
Version 1.0.0 · core dr_synth 1.0.0 · part of the DR-Africa dataset
family (see also dr-grading and… See the full description on the dataset page: https://huggingface.co/datasets/arkozaini/diabetic-retinopathy-multimodal-progression-africa.europe-owid-women-who-have-next-birth-parity-progression-ratio
Women Who Have Next Birth Parity Progression Ratio | Europe (Our World in Data)
🇪🇺 443 observations · 20 Europe countries · 1932–1974 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 443 observations of Women Who Have Next Birth Parity Progression Ratio data across 20 Europe countries, spanning 1932–1974.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Women Who Have Next… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-women-who-have-next-birth-parity-progression-ratio.asia-owid-women-who-have-next-birth-parity-progression-ratio
Women Who Have Next Birth Parity Progression Ratio | Asia (Our World in Data)
🌏 34 observations · 2 Asia countries · 1953–1973 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 34 observations of Women Who Have Next Birth Parity Progression Ratio data across 2 Asia countries, spanning 1953–1973.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Women Who Have Next Birth Parity… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-women-who-have-next-birth-parity-progression-ratio.africa-worldbank-progression-to-secondary-school-female-se-sec-prog-fe-zs
Progression to secondary school, female (%) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-progression-to-secondary-school-female-se-sec-prog-fe-zs.ABX-RM-012_cell_wall_modification_progression-v0.1ABX-RM-012 Cell Wall Modification Progression
Purpose
Detect accumulating cell wall modification before MIC crosses a resistant cutoff and before treatment failure.
Core pattern
stress_index high
cw_mod_index climbs and continues climbing
growth_rate_rel rebounds while MIC stays below cutoff
later MIC crosses resistant_mic_cutoff_mg_L
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-012_cell_wall_modification_progression-v0.1.africa-worldbank-progression-to-secondary-school-male-se-sec-prog-ma-zs
Progression to secondary school, male (%) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-progression-to-secondary-school-male-se-sec-prog-ma-zs.africa-worldbank-progression-to-secondary-school-se-sec-prog-zs
Progression to secondary school (%) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-progression-to-secondary-school-se-sec-prog-zs.progression_pairsgujarati_neuro_pain_progression_v1.json