datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
eval-deployment-discriminationai-roi-b2b-france-200-deployments
AI ROI Dataset — 200 B2B AI deployments in France (2022-2025)
Author : Denis Atlan (ENDKOO) — ORCID 0009-0007-0785-7305
License : CC BY 4.0 · DOI : 10.5281/zenodo.17795133 · Version : 2.0 (July 2026)
Self-published observational dataset. Not peer-reviewed. No independent audit. The author was involved as a consultant or service provider in a majority of the documented deployments — see Declared limitations.
Headline figures
The central variable is a… See the full description on the dataset page: https://huggingface.co/datasets/ENDKOO/ai-roi-b2b-france-200-deployments.nuzzle-scan-saraprice-llama2-7b-backdoor-deploymentafrica-synth-education-teacher-deployment-qualifications-all
Africa Synth Education Teacher Deployment Qualifications All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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-teacher-deployment-qualifications-all.UMLCode_DeploymentDiagram_Scoredcbai_deployment_transcriptsUMLCode_DeploymentDiagram_Scored_testalpaca_hhh_sft_DEPLOYMENTpmsc_deployments