datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
yelp-open-dataset-businessus-sme-business-dataset
US SME Business Dataset (Free Sample)
A realistic, relational business dataset generated by simulating a US retail SME (Summit Outdoor Gear LLC) day-by-day over 2 calendar years. Every transaction flows through double-entry accounting with IRS/FICA tax compliance.
Browse all datasets and variants →
This is a free sample. The full dataset has 42 tables, 78,000+ rows.
IRS/FICA Compliance (2024)
Federal income tax — 2024 marginal brackets, $14,600 standard deduction… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/us-sme-business-dataset.uk-sme-business-dataset
UK SME Business Dataset (Free Sample)
A realistic, relational business dataset generated by simulating a UK retail SME (Peak District Outdoor Supplies Ltd) day-by-day over 2 financial years (April 2024 - April 2026). Every transaction flows through double-entry accounting with HMRC tax compliance.
Browse all datasets and variants →
This is a free sample. The full dataset has 42 tables, 39,000+ rows.
HMRC Compliance (2024-25)
PAYE income tax — Personal Allowance £12… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/uk-sme-business-dataset.realigns-business-open-data-pack
Realigns Business Open Data Pack
A developer-friendly open business dataset pack prepared by Realigns Inc. for AI assistants, dashboards, market research tools, RAG systems, financial research tools, HR analytics, and business intelligence applications.
This repository combines multiple public business and economic datasets into clean CSV and JSONL formats.
Dataset Index
For a complete folder-by-folder overview of all included datasets, see:
DATASETS.md… See the full description on the dataset page: https://huggingface.co/datasets/realigns/realigns-business-open-data-pack.business_card_datasetbusiness-poi-locations-dataset
Business POI & Locations (Government Open Registries)
808K+ business points of interest built from government open-data registries — US city business licenses and the UK Food Hygiene Rating Scheme — with addresses, geocodes and category labels. License-clean (no ODbL contamination in the self-serve packs).
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/business-poi-locations-dataset.saudi-arabia-business-dataset
Saudi Arabia Business Email List — Market Intelligence Dataset
100,000 verified Saudi Arabia contacts are available from LeadsBlue →. This open dataset provides the aggregate market intelligence behind that database — contact volume, benchmark open/reply rates, send timing, and compliance for the Saudi Arabia segment.
At a glance: A research dataset describing the Saudi Arabia Business Email List market: verified-contact volume, industry distribution, outreach benchmarks, and… See the full description on the dataset page: https://huggingface.co/datasets/emailmarketingdataset/saudi-arabia-business-dataset.yelp-open-dataset-top-reviews-per-businessafrica-cabo-verde-small-business-surveys-aggregated-data-5585fbc1
Small Business Surveys - Aggregated Data | Africa (Cabo Verde official open data)
19,050 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cabo Verde 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cabo-verde-small-business-surveys-aggregated-data-5585fbc1.yelp-open-dataset-businessafrica-cameroon-small-business-surveys-aggregated-data-213b3c41
Small Business Surveys - Aggregated Data | Africa (Cameroon official open data)
103 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-small-business-surveys-aggregated-data-213b3c41.africa-lesotho-small-business-surveys-aggregated-data-39c42df3
Small Business Surveys - Aggregated Data | Africa (Lesotho official open data)
15,061 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-small-business-surveys-aggregated-data-39c42df3.africa-gabon-small-business-surveys-aggregated-data-e1598ef1
Small Business Surveys - Aggregated Data | Africa (Gabon official open data)
104 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Gabon 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: Small Business Surveys - Aggregated Data
Publisher: AI… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gabon-small-business-surveys-aggregated-data-e1598ef1.africa-guinea-bissau-small-business-surveys-aggregated-data-2d646d73
Small Business Surveys - Aggregated Data | Africa (Guinea-Bissau official open data)
184 rows - 1 Africa country - 2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau 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: Small Business Surveys - Aggregated… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-small-business-surveys-aggregated-data-2d646d73.africa-guinea-bissau-small-business-surveys-aggregated-data-d23a2038
Small Business Surveys - Aggregated Data | Africa (Guinea-Bissau official open data)
11,734 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau 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: Small Business Surveys - Aggregated… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-small-business-surveys-aggregated-data-d23a2038.business-email-dataset
Business Email Dataset - Alpaca Format
A comprehensive synthetic dataset of 5,000 professional business emails in Alpaca instruction-tuning format, designed for fine-tuning language models on formal business communication.
Dataset Description
This dataset contains high-quality, diverse business email examples covering a wide range of professional scenarios, industries, and communication styles. Each email is formatted following the Alpaca instruction-tuning standard… See the full description on the dataset page: https://huggingface.co/datasets/wardacoder/business-email-dataset.africa-drc-small-business-surveys-aggregated-data-b0bd2fba
Small Business Surveys - Aggregated Data | Africa (DRC official open data)
8,776 rows - 1 Africa country - 2022 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC 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: Small Business Surveys - Aggregated Data
Publisher: AI… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-small-business-surveys-aggregated-data-b0bd2fba.africa-namibia-small-business-surveys-aggregated-data-d5a0d9ee
Small Business Surveys - Aggregated Data | Africa (Namibia official open data)
15,705 rows - 1 Africa country - 2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-small-business-surveys-aggregated-data-d5a0d9ee.africa-cabo-verde-small-business-surveys-aggregated-data-d5a0d9ee
Small Business Surveys - Aggregated Data | Africa (Cabo Verde official open data)
15,705 rows - 1 Africa country - 2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cabo Verde 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cabo-verde-small-business-surveys-aggregated-data-d5a0d9ee.africa-namibia-small-business-surveys-aggregated-data-e2ac8c3f
Small Business Surveys - Aggregated Data | Africa (Namibia official open data)
6,483 rows - 1 Africa country - 2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-small-business-surveys-aggregated-data-e2ac8c3f.africa-namibia-small-business-surveys-aggregated-data-cd7e1d1b
Small Business Surveys - Aggregated Data | Africa (Namibia official open data)
14,427 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Namibia 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-namibia-small-business-surveys-aggregated-data-cd7e1d1b.brazil-business-dataset
Brazil Business Email List — Market Intelligence Dataset
2,800,000 verified Brazil contacts are available from LeadsBlue →. This open dataset provides the aggregate market intelligence behind that database — contact volume, benchmark open/reply rates, send timing, and compliance for the Brazil segment.
At a glance: Market-intelligence reference data for the Brazil Business Email List audience — population scale, decision-maker structure, channel benchmarks, and compliance… See the full description on the dataset page: https://huggingface.co/datasets/emailmarketingdataset/brazil-business-dataset.africa-seychelles-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Seychelles official open data)
13,836 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-small-business-surveys-aggregated-data-f019641c.aya-business-dataset
AYA Business Dataset
Structured data on 367,320 businesses worldwide, scored for AI readability (AIO score 0-100).
Description
The AYA Business Dataset is a curated collection of structured business data extracted from the AYA Registry, maintained by AI Visionary (Geneva, Switzerland). Each entry represents a business entity with standardized fields covering identity, sector, geographic location, AI-readability score, and extracted keywords.
The AIO score… See the full description on the dataset page: https://huggingface.co/datasets/NeousAxis/aya-business-dataset.africa-seychelles-small-business-surveys-aggregated-data-213b3c41
Small Business Surveys - Aggregated Data | Africa (Seychelles official open data)
103 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Seychelles 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-seychelles-small-business-surveys-aggregated-data-213b3c41.africa-cameroon-small-business-surveys-aggregated-data-412486ff
Small Business Surveys - Aggregated Data | Africa (Cameroon official open data)
6,744 rows - 1 Africa country - 2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-small-business-surveys-aggregated-data-412486ff.africa-lesotho-small-business-surveys-aggregated-data-af694a90
Small Business Surveys - Aggregated Data | Africa (Lesotho official open data)
108 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho 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: Small Business Surveys - Aggregated Data
Publisher:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-small-business-surveys-aggregated-data-af694a90.africa-lesotho-small-business-surveys-aggregated-data-cd7e1d1b
Small Business Surveys - Aggregated Data | Africa (Lesotho official open data)
14,427 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Lesotho 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-lesotho-small-business-surveys-aggregated-data-cd7e1d1b.africa-cameroon-small-business-surveys-aggregated-data-5a29faee
Small Business Surveys - Aggregated Data | Africa (Cameroon official open data)
98 rows - 1 Africa country - 2022 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-small-business-surveys-aggregated-data-5a29faee.africa-cameroon-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Cameroon official open data)
13,836 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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: Small Business Surveys - Aggregated Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-small-business-surveys-aggregated-data-f019641c.