datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
anesthesia_literacy
Anesthesia Literacy Project
Adaptive patient education using large-language models
Overview
This study explores the potential of Large Language Models (LLMs) like OpenAI's Generative Pretrained Transformer (GPT) versions 3.5 and 4 to enhance the readability of preoperative patient instructions, aiming to align them with the American Medical Association's recommendation of a 6th-grade reading level. Acknowledging that nearly 40% of U.S. adults possess basic or below basic… See the full description on the dataset page: https://huggingface.co/datasets/stanfordaimlab/anesthesia_literacy.vn-provinces-literacy-rate-age-15-plus
Vietnam provinces literacy rate (age 15+)
Literacy rate of population aged 15+ (percent). Coverage 2006 and 2009-2024. Includes historical Ha Tay in 2006. Year 2024 is preliminary. 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
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Hero (continued)
Comparison
Color key
Files
provinces… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-literacy-rate-age-15-plus.financial-literacy-instruct
Financial Literacy Instruct
A high-quality instruction tuning dataset for financial literacy assistants, built from trusted U.S. government financial education publications including IRS and Department of Labor guidance.
This dataset is designed for:
Instruction tuning financial assistants
RAG evaluation and training
Financial education chatbots
Grounded question-answering systems
Hallucination-resistant domain assistants
Dataset Summary
Financial Literacy Instruct… See the full description on the dataset page: https://huggingface.co/datasets/nuhmanpk/financial-literacy-instruct.quran_albaqarah_ds_v01
Quran Al-Baqarah Multi-Layer Annotated Dataset (v1.0.0)
Dataset Description
Dataset anotasi multi-layer untuk Surah Al-Baqarah (286 ayat) yang dirancang untuk
Quranic Natural Language Processing (QNLP) dan riset NLP Arab/Islamic AI.
Dibangun oleh Artificial Literacy and Innovation Institute (ALII)
UIN Syarif Hidayatullah Jakarta.
Dataset Summary
286 ayat Al-Baqarah dengan 9 layer anotasi
6.509 kata teranotasi (POS, lemma, root, morfologi)
362… See the full description on the dataset page: https://huggingface.co/datasets/ai-literacy-innovation-institute/quran_albaqarah_ds_v01.africa-synth-education-adult-literacy-nigeria
Africa Synth Education Adult Literacy Nigeria | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-adult-literacy-nigeria.africa-owid-cross-country-literacy-rates
Cross Country Literacy Rates | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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-owid-cross-country-literacy-rates.statistical_literacyluganda-bilingual-literacy-exercises
Luganda-English Bilingual Literacy Exercises (P1–P3)
3,472 structured bilingual exercises for Ugandan primary school literacy instruction (Primary 1 through Primary 3). Each exercise contains parallel English and Luganda versions with questions, answers, and explanations.
Dataset Description
Grade
Exercises
File
P1
1,157
data/p1_exercises.json
P2
1,135
data/p2_exercises.json
P3
1,180
data/p3_exercises.json
Total
3,472
Exercise Types… See the full description on the dataset page: https://huggingface.co/datasets/CraneAILabs/luganda-bilingual-literacy-exercises.asia-owid-literacy-rate-vs-gdp-per-capita
Literacy Rate Vs Gdp Per Capita | Asia (Our World in Data)
🌏 1,629 observations · 48 Asia countries · 1975–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,629 observations of Literacy Rate Vs Gdp Per Capita data across 48 Asia countries, spanning 1975–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Literacy Rate Vs Gdp Per Capita
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-literacy-rate-vs-gdp-per-capita.celarai_early_literacy_public_Llama-31-8B-Instruct
Celarai Early Literacy Public Llama 31 8B Instruct
This dataset was generated using YourBench (v0.9.0), an open-source framework for generating domain-specific benchmarks from document collections.
Pipeline Steps
ingestion: Read raw source documents, convert them to normalized markdown and save for downstream steps
summarization: Perform hierarchical summarization: chunk-level LLM summaries followed by combine-stage reduction
chunking: Split texts into token-based… See the full description on the dataset page: https://huggingface.co/datasets/jenny0830/celarai_early_literacy_public_Llama-31-8B-Instruct.africa-rwanda-table-4-10-computer-literacy-rate-of-the-population-by-age-7b7860dc
Table 4.10: Computer literacy rate of the population by age groups according to area of residence, province, sex and consumption quintile | Africa (Rwanda Data Sharing Platform - NISR)
17 rows - 1 Africa country/area - 2023-10-16-2024-10-15 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 17 rows from Rwanda Data Sharing Platform - NISR, covering Table 4.10: Computer literacy rate of the population by age groups according to… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-table-4-10-computer-literacy-rate-of-the-population-by-age-7b7860dc.asia-unsdg-adjusted-gender-parity-index-for-youth-adult-literacy-r-se-adt-agp-litrasia-owid-literacy
Literacy | Asia (Our World in Data)
🌏 343 observations · 47 Asia countries · 1975–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 343 observations of Literacy data across 47 Asia countries, spanning 1975–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Literacy
Geographic coverage
47 Asia countries · top rows shown below, sorted by row count:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-literacy.asia-owid-literacy-rates-vs-average-years-of-schooling
Literacy Rates Vs Average Years Of Schooling | Asia (Our World in Data)
🌏 1,092 observations · 49 Asia countries · 1870–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,092 observations of Literacy Rates Vs Average Years Of Schooling data across 49 Asia countries, spanning 1870–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Literacy Rates Vs Average Years Of… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-literacy-rates-vs-average-years-of-schooling.africa-owid-literacy-rates-vs-average-years-of-schooling
Literacy Rates Vs Average Years Of Schooling | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-literacy-rates-vs-average-years-of-schooling.alternative-asset-literacy-glossary
Alternative Asset Literacy Glossary
351 research-sourced financial terms across 6 categories: Alternative Assets, Art, DeFi & Crypto, ESG & Climate, Behavioral Economics, and Gender Lens Investing.
Built for the Alternative Asset Literacy iOS platform by Victoria Lee Case, Untitled_ LuxPerpetua Technologies, Inc.
Dataset Description
This glossary covers financial terminology used in alternative asset education. It is distinct from standard financial glossaries in… See the full description on the dataset page: https://huggingface.co/datasets/UntitledFinancial/alternative-asset-literacy-glossary.adaption-luganda-english-literacy-p1p3
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
adaption-luganda_english_literacy_p1p3
This dataset contains 3,472 structured bilingual literacy exercises designed for Ugandan primary school students in grades P1 through P3. The content focuses on phonics, reading comprehension, and vocabulary building through question-answer pairs in both Luganda and English. Samples include tasks such as identifying vowel sounds, syllable… See the full description on the dataset page: https://huggingface.co/datasets/gimmy256/adaption-luganda-english-literacy-p1p3.statistical_literacyv2asia-owid-literacy-rate-adult-total-dhs-surveys-vs-unesco
Literacy Rate Adult Total Dhs Surveys Vs Unesco | Asia (Our World in Data)
🌏 413 observations · 47 Asia countries · 1975–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 413 observations of Literacy Rate Adult Total Dhs Surveys Vs Unesco data across 47 Asia countries, spanning 1975–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Literacy Rate Adult Total Dhs Surveys Vs… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-literacy-rate-adult-total-dhs-surveys-vs-unesco.celarai_early_literacy_public_gpt41_mini
Celarai Early Literacy Public Gpt41 Mini
This dataset was generated using YourBench (vdev), an open-source framework for generating domain-specific benchmarks from document collections.
Pipeline Steps
ingestion: Read raw source documents, convert them to normalized markdown and save for downstream steps
summarization: Perform hierarchical summarization: chunk-level LLM summaries followed by combine-stage reduction
chunking: Split texts into token-based single-hop and… See the full description on the dataset page: https://huggingface.co/datasets/jenny0830/celarai_early_literacy_public_gpt41_mini.asia-unsdg-adjusted-wealth-parity-index-for-youth-adult-literacy-r-se-adt-awp-litrasia-unsdg-adjusted-location-parity-index-for-youth-adult-literacy-se-adt-alp-litrafrica-owid-mode-of-reporting-literacy-rates
Mode Of Reporting Literacy Rates | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
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-owid-mode-of-reporting-literacy-rates.fiqh_doa_RAFT_ds_v01
Dataset Card — RAFT Islamic QA (Bilingual: Indonesia - Arab)
Dataset Retrieval-Augmented Fine-Tuning (RAFT) berbahasa Indonesia dan Arab (bersumber dari kitab Minhaj ath-Thalibin karya Imam An-Nawawi untuk Fiqh Syafii, serta himpunan Doa Harian dan Ibadah Praktis) yang dikembangkan oleh AI Literacy Innovation Institute (ALII) UIN SYARIF HIDAYATULLAH JAKARTA. Dataset ini dirancang khusus untuk melatih Large Language Models (LLM) agar dapat menjawab pertanyaan seputar hukum Islam… See the full description on the dataset page: https://huggingface.co/datasets/ai-literacy-innovation-institute/fiqh_doa_RAFT_ds_v01.africa-worldbank-literacy-rate-youth-female-of-females-ages-15-24-se-adt-1524-lt-fe-zs
Literacy rate, youth female (% of females ages 15-24) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-literacy-rate-youth-female-of-females-ages-15-24-se-adt-1524-lt-fe-zs.africa-unsdg-adjusted-wealth-parity-index-for-youth-adult-literacy-r-se-adt-awp-litr
Africa Unsdg Adjusted Wealth Parity Index for Youth Adult Literacy R Se Adt Awp Litr | Africa (Electric Sheep Africa metadata inventory)
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-unsdg-adjusted-wealth-parity-index-for-youth-adult-literacy-r-se-adt-awp-litr.asia-owid-literacy-rates-of-younger-vs-older-population
Literacy Rates Of Younger Vs Older Population | Asia (Our World in Data)
🌏 362 observations · 47 Asia countries · 1975–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 362 observations of Literacy Rates Of Younger Vs Older Population data across 47 Asia countries, spanning 1975–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Literacy Rates Of Younger Vs Older… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-literacy-rates-of-younger-vs-older-population.asia-owid-mode-of-reporting-literacy-rates
Mode Of Reporting Literacy Rates | Asia (Our World in Data)
🌏 221 observations · 47 Asia countries · 1975–2016 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 221 observations of Mode Of Reporting Literacy Rates data across 47 Asia countries, spanning 1975–2016.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Mode Of Reporting Literacy Rates
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-mode-of-reporting-literacy-rates.africa-owid-literacy-rate-vs-gdp-per-capita
Literacy Rate Vs Gdp Per Capita | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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-owid-literacy-rate-vs-gdp-per-capita.africa-worldbank-literacy-rate-adult-male-of-males-ages-15-and-above-se-adt-litr-ma-zs
Literacy rate, adult male (% of males ages 15 and above) | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-literacy-rate-adult-male-of-males-ages-15-and-above-se-adt-litr-ma-zs.