datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
agentforge-premium-v2
AgentForge-Premium-v2
A commercial-grade, synthetic, multilingual multi-turn agentic
tool-calling dataset for SFT and DPO post-training. The premium successor
to AgentForge-MultiTurn-ToolCall-5k.
What's new in v2 (vs. v1)
Capability
v1 (5k)
v2 (50k + 5k DPO)
Base conversations
5,000
50,000
Domains
8
12 (added healthcare, legal, hr, cloud-infra)
Languages
English only
8 languages (en, es, fr, de, zh, ja, hi, ar)
Error-recovery rate
30 %
50.5 %… See the full description on the dataset page: https://huggingface.co/datasets/voxozi/agentforge-premium-v2.predator-premium
PREDATOR Premium Dataset
50K+ curated high-quality research entries across biomedical, AI, and finance
Premium curated dataset combining the best entries from PubMed/EuropePMC, arXiv, and financial sources. All entries are high or medium quality with commercial value scores. Ideal for fine-tuning research agents and building domain-specific LLMs.
Fields
Column
Description
id
DOI, PMID, or paper identifier
title
Title or abstract summary
source… See the full description on the dataset page: https://huggingface.co/datasets/iservice/predator-premium.africa-nigeria-premium-motor-spirit-petrol-price-watch-e1f4b6cf
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-e1f4b6cf.africa-nigeria-premium-motor-spirit-petrol-price-watch-66f46778
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
39 rows - 1 Africa country/area - 2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 39 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-66f46778.africa-nigeria-premium-motor-spirit-petrol-price-watch-47d96f74
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-47d96f74.africa-nigeria-premium-motor-spirit-petrol-price-watch-b4a3b8b2
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
39 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 39 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-b4a3b8b2.africa-nigeria-premium-motor-spirit-petrol-price-watch-d46def6f
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2025-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-d46def6f.africa-nigeria-premium-motor-spirit-petrol-price-watch-1de69d33
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-1de69d33.africa-nigeria-premium-motor-spirit-petrol-price-watch-121f9672
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-121f9672.africa-nigeria-premium-motor-spirit-petrol-price-watch-989e50f8
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
232 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 232 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-989e50f8.africa-nigeria-premium-motor-spirit-petrol-price-watch-5e5f39b5
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-5e5f39b5.africa-nigeria-premium-motor-spirit-petrol-price-watch-372c86ca
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2025-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-372c86ca.africa-nigeria-premium-motor-spirit-petrol-price-watch-0e527dd7
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-0e527dd7.africa-nigeria-premium-motor-spirit-petrol-price-watch-006821a8
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2025-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-006821a8.africa-nigeria-premium-motor-spirit-petrol-price-watch-aa1424e8
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
128 rows - 1 Africa country/area - 2025-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 128 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-aa1424e8.africa-nigeria-premium-motor-spirit-petrol-price-watch-08946669
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2023-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-08946669.africa-nigeria-premium-motor-spirit-petrol-price-watch-f2e4bfeb
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-f2e4bfeb.africa-uganda-non-life-insurance-net-premium-income-2012-2018-million-sh-c5e72b41
Non Life Insurance Net Premium Income 2012 2018 Million Sh | Africa (Uganda Bureau of Statistics)
35 rows - 1 Africa country/area - 2012-2018 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 35 rows from Uganda Bureau of Statistics, covering Non Life Insurance Net Premium Income 2012 2018 Million Sh. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-non-life-insurance-net-premium-income-2012-2018-million-sh-c5e72b41.africa-nigeria-premium-motor-spirit-petrol-price-watch-3b794807
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2025-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-3b794807.africa-uganda-life-insurance-net-premium-income-2012-2018-million-shilli-9390d1da
Life Insurance Net Premium Income 2012 2018 Million Shilli | Africa (Uganda Bureau of Statistics)
34 rows - 1 Africa country/area - 2012-2018 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 34 rows from Uganda Bureau of Statistics, covering Life Insurance Net Premium Income 2012 2018 Million Shilli. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-life-insurance-net-premium-income-2012-2018-million-shilli-9390d1da.agentforge-premium-v2
AgentForge-Premium-v2
A commercial-grade, synthetic, multilingual multi-turn agentic
tool-calling dataset for SFT and DPO post-training. The premium successor
to AgentForge-MultiTurn-ToolCall-5k.
⚠️ ACCESS & LICENSING — READ BEFORE REQUESTING
This dataset is gated. Access is granted case-by-case.
Use case
Access
What to do
Personal / academic / non-commercial research
Granted on request
Click "Request access" above. Briefly describe your research.… See the full description on the dataset page: https://huggingface.co/datasets/JDKdev/agentforge-premium-v2.africa-uganda-non-life-insurance-premium-incomings-20122018-million-shil-a800232f
Non Life Insurance Premium Incomings 20122018 Million Shil | Africa (Uganda Bureau of Statistics)
35 rows - 1 Africa country/area - 2012-2018 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 35 rows from Uganda Bureau of Statistics, covering Non Life Insurance Premium Incomings 20122018 Million Shil. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-non-life-insurance-premium-incomings-20122018-million-shil-a800232f.Africa-Risk-Premium-on-Lending-lending-rate-minus-treasury-bill-rate-percentage
Africa Risk Premium on Lending lending rate minus treasury bill rate percentage | Africa (World Bank)
Size category: n<1K - Formats: csv - 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 Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Africa-Risk-Premium-on-Lending-lending-rate-minus-treasury-bill-rate-percentage.africa-nigeria-premium-motor-spirit-petrol-price-watch-66b7d1de
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-66b7d1de.africa-nigeria-premium-motor-spirit-petrol-price-watch-04f51c6c
Premium Motor Spirit Petrol Price Watch | Africa (National Bureau of Statistics, Nigeria)
116 rows - 1 Africa country/area - 2024-2025 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 116 rows from National Bureau of Statistics, Nigeria, covering Premium Motor Spirit Petrol Price Watch. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-premium-motor-spirit-petrol-price-watch-04f51c6c.swiss-web-premium-ch
*.ch Swiss Web Premium (A+)
Grade A+ -- 112.4M tokens -- 110,491 records -- 29 languages -- Full provenance -- PII-redacted -- RAG-ready -- SFT-formatted
A production-grade Swiss web corpus from the .ch TLD namespace. 110,491 documents independently quality-scored (avg 93.3/100, minimum 90), PII-redacted, and SHA256-verified. Built for LLM training, RAG pipelines, SFT fine-tuning, and multilingual NLP.
OptiTransferData Portfolio
Premium sovereign web corpora for… See the full description on the dataset page: https://huggingface.co/datasets/OptiTransferData/swiss-web-premium-ch.premium_69_test_data_model_3premium_69_train_data_model_2swiss-web-premium-ch-full
*.ch Swiss Web Premium (A+) -- Full Dataset
Grade A+ -- 112.4M tokens -- 110,491 records -- 29 languages -- 22 production files -- 554.1 MB
The complete production release of OptiTransfer's Swiss web corpus. 110,491 documents from the .ch TLD namespace, independently quality-scored (avg 93.3/100, minimum 90), PII-redacted, and SHA256-verified. Delivered in Parquet, JSONL, language splits, and pre-built RAG chunks.
This is the full commercial dataset. For evaluation, see the free… See the full description on the dataset page: https://huggingface.co/datasets/OptiTransferData/swiss-web-premium-ch-full.premium_69_test_data