datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
secondary_structure_predictionbeacon-secondary-structure
BEACON — Secondary_structure_prediction
RNA secondary-structure prediction data with nucleotide-level pair matrices.
Official data from the shared BEACON/RNABenchmark Drive folder:
https://drive.google.com/drive/folders/19ddrwI8ycvIxkgSV3gDo_VunLofYd4-6?hl=en.
This repository is the standardized Hugging Face publication of the official
task data. The data/ directory is the canonical viewer-friendly layer, and
the original file contents and source names are preserved for… See the full description on the dataset page: https://huggingface.co/datasets/jiahaozhang2003/beacon-secondary-structure.secondary-sources
NuBerea/secondary-sources
Second Temple Jewish secondary sources in Greek: the complete extant Greek
corpora of Flavius Josephus (Jewish Antiquities, Jewish War, Vita, Contra
Apionem) and Philo of Alexandria (all 31 works), segmented for scholarly
text-retrieval and lexical-semantic study. These two first-century authors are
the principal non-biblical Jewish witnesses to the Second Temple period and its
milieu, and this repository serves as the Second Temple companion corpus to… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/secondary-sources.secondary_structuresecondary-chains
Secondary Chains
This dataset is part of the Roboflow 100 benchmark, a diverse collection of 100 object detection datasets spanning 7 imagery domains.
Dataset Statistics
Split
Images
Train
103
Validation
43
Test
16
Total
162
Classes (1)
chain
Usage
With LibreYOLO
from libreyolo import LIBREYOLO
# Load a model
model = LIBREYOLO(model_path="libreyoloXnano.pt")
# Train on this dataset… See the full description on the dataset page: https://huggingface.co/datasets/LibreYOLO/secondary-chains.pdb-rna_secondary_structure
pdb-rna_secondary_structure
[!IMPORTANT]The pdb-rna_secondary_structure dataset is in beta test.
This dataset card may not accurately reflects the data content.
The data content and this dataset card may subject to change.
Please contact the MultiMolecule team on GitHub issues should you have any feedback.
[!CAUTION]
This dataset is converted from the dataset released by the authors of SPOT-RNA.
The MultiMolecule is aware of a potential issue in data quality.
We are working on… See the full description on the dataset page: https://huggingface.co/datasets/multimolecule/pdb-rna_secondary_structure.protein-secondary-structure-netsurfp
NetSurfP-3.0 Secondary-Structure Splits
This dataset repo contains NetSurfP-derived protein secondary-structure labels
converted for Protein-I-JEPA probe training and evaluation.
Source page: https://services.healthtech.dtu.dk/services/NetSurfP-3.0/5-Dataset.php
Profile: hhblits
Labels are Q3 per-residue labels:
H: helix
E: beta strand
C: coil/other
.: ignored residue for loss and accuracy
Splits
Split
Rows
JSONL
TSV
train
10348
train.jsonl
tsv/train.tsv… See the full description on the dataset page: https://huggingface.co/datasets/lamm-mit/protein-secondary-structure-netsurfp.vn-provinces-upper-secondary-graduation-rate
Vietnam provinces upper-secondary graduation rate
Vietnam provinces upper-secondary graduation rate. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (1009 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (66 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-upper-secondary-graduation-rate.secondary-screen-dose-response-curve-parameters
Citation
DepMap, Broad; Corsello, Steven; Kocak, Mustafa; Golub, Todd (2019). PRISM Repurposing 19Q4 Dataset. figshare. Dataset.
Current dataset: https://doi.org/10.6084/m9.figshare.9393293.v4
General guidance: https://doi.org/10.1101/730119
Dataset specific README: prism_repurposing_secondary
Dataset Fields
broad_id: ID used to identify drug-batch combinations
name: Name of the drug
depmap_id: ID to identify a cell line
ccle_name: ID to identify a cell line… See the full description on the dataset page: https://huggingface.co/datasets/donb-hf/secondary-screen-dose-response-curve-parameters.rna-secondary-structure-predictionsecondary_structureadolescents_out_of_secondary_schoolafrica-worldbank-school-age-population-lower-secondary-education-female-number-sp-sec-ltot-fe-in
School age population, lower secondary education, female (number) | Africa (World Bank — Education 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-school-age-population-lower-secondary-education-female-number-sp-sec-ltot-fe-in.tydiqa_secondary_task
Dataset Card for "tydiqa_secondary_task"
More Information needed
africa-zimbabwe-gender-parity-index-in-secondary-indice-de-parite-de-genre-9a68fc44
Gender parity index in secondary - Indice de parité de genre au secondaire | Africa (Zimbabwe official open data)
253 rows - 1 Africa country - 2007-2015 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Zimbabwe 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: Gender… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-zimbabwe-gender-parity-index-in-secondary-indice-de-parite-de-genre-9a68fc44.africa-worldbank-school-enrollment-secondary-female-gross-se-sec-enrr-fe
School enrollment, secondary, female (% gross) | 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-school-enrollment-secondary-female-gross-se-sec-enrr-fe.africa-worldbank-secondary-education-vocational-pupils-female-se-sec-enrl-vo-fe-zs
Secondary education, vocational pupils (% female) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-secondary-education-vocational-pupils-female-se-sec-enrl-vo-fe-zs.africa-worldbank-school-life-expectancy-secondary-female-years-uis-sle-23-f
School life expectancy, secondary, female (years) | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-school-life-expectancy-secondary-female-years-uis-sle-23-f.africa-worldbank-proportion-of-upper-secondary-schools-with-basic-handwashing-facilities-uis-sch
Proportion of upper secondary schools with basic handwashing facilities (%) | Africa (World Bank — Education 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-proportion-of-upper-secondary-schools-with-basic-handwashing-facilities-uis-sch.africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-30-34-female-bar-sec-schl-30
Barro-Lee: Average years of secondary schooling, age 30-34, female | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-30-34-female-bar-sec-schl-30.africa-worldbank-barro-lee-percentage-of-female-population-age-15-19-with-secondary-schooling-to
Barro-Lee: Percentage of female population age 15-19 with secondary schooling. Total (Incomplete and Completed Secondary) | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-15-19-with-secondary-schooling-to.africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-40-44-female-bar-sec-schl-40
Barro-Lee: Average years of secondary schooling, age 40-44, female | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-average-years-of-secondary-schooling-age-40-44-female-bar-sec-schl-40.africa-worldbank-school-enrollment-secondary-gross-se-sec-enrr
School enrollment, secondary (% gross) | 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-school-enrollment-secondary-gross-se-sec-enrr.africa-worldbank-barro-lee-percentage-of-female-population-age-70-74-with-secondary-schooling-to
Barro-Lee: Percentage of female population age 70-74 with secondary schooling. Total (Incomplete and Completed Secondary) | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-70-74-with-secondary-schooling-to.africa-worldbank-teachers-in-lower-secondary-education-both-sexes-number-uis-t-2
Teachers in lower secondary education, both sexes (number) | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-teachers-in-lower-secondary-education-both-sexes-number-uis-t-2.asia-owid-primary-secondary-enrollment-completion-rates
Primary Secondary Enrollment Completion Rates | Asia (Our World in Data)
🌏 2,046 observations · 48 Asia countries · 1970–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,046 observations of Primary Secondary Enrollment Completion Rates data across 48 Asia countries, spanning 1970–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Primary Secondary Enrollment Completion… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-primary-secondary-enrollment-completion-rates.africa-worldbank-barro-lee-percentage-of-female-population-age-25-with-secondary-schooling-compl
Barro-Lee: Percentage of female population age 25+ with secondary schooling. Completed Secondary | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-25-with-secondary-schooling-compl.africa-worldbank-barro-lee-percentage-of-female-population-age-15-with-secondary-schooling-total
Barro-Lee: Percentage of female population age 15+ with secondary schooling. Total (Incomplete and Completed Secondary) | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-female-population-age-15-with-secondary-schooling-total.africa-worldbank-barro-lee-percentage-of-population-age-70-74-with-secondary-schooling-completed
Barro-Lee: Percentage of population age 70-74 with secondary schooling. Completed Secondary | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-population-age-70-74-with-secondary-schooling-completed.africa-worldbank-barro-lee-percentage-of-population-age-40-44-with-secondary-schooling-total-inc
Barro-Lee: Percentage of population age 40-44 with secondary schooling. Total (Incomplete and Completed Secondary) | Africa (World Bank — Education 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-barro-lee-percentage-of-population-age-40-44-with-secondary-schooling-total-inc.