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.business-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.yelp-open-dataset-businessyelp-open-dataset-top-reviews-per-businessafrica-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.africa-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-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.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-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-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.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-namibia-small-business-surveys-aggregated-data-d23a2038
Small Business Surveys - Aggregated Data | Africa (Namibia 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 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-d23a2038.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.africa-guinea-bissau-small-business-surveys-aggregated-data-d5a0d9ee
Small Business Surveys - Aggregated Data | Africa (Guinea-Bissau 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 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-d5a0d9ee.africa-togo-small-business-surveys-aggregated-data-5a29faee
Small Business Surveys - Aggregated Data | Africa (Togo official open data)
98 rows - 1 Africa country - 2022 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Togo 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 for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-togo-small-business-surveys-aggregated-data-5a29faee.africa-togo-small-business-surveys-aggregated-data-5585fbc1
Small Business Surveys - Aggregated Data | Africa (Togo 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 Togo 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-togo-small-business-surveys-aggregated-data-5585fbc1.africa-equatorial-guinea-small-business-surveys-aggregated-data-e1598ef1
Small Business Surveys - Aggregated Data | Africa (Equatorial Guinea official open data)
104 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea 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 -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-small-business-surveys-aggregated-data-e1598ef1.africa-namibia-small-business-surveys-aggregated-data-f019641c
Small Business Surveys - Aggregated Data | Africa (Namibia 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 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-f019641c.africa-equatorial-guinea-small-business-surveys-aggregated-data-cd7e1d1b
Small Business Surveys - Aggregated Data | Africa (Equatorial Guinea 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 Equatorial Guinea 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 -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-small-business-surveys-aggregated-data-cd7e1d1b.africa-equatorial-guinea-small-business-surveys-aggregated-data-746921fc
Small Business Surveys - Aggregated Data | Africa (Equatorial Guinea official open data)
41 rows - 1 Africa country - 2019 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea 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 -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-small-business-surveys-aggregated-data-746921fc.africa-guinea-bissau-small-business-surveys-aggregated-data-cfc22edb
Small Business Surveys - Aggregated Data | Africa (Guinea-Bissau official open data)
58 rows - 1 Africa country - 2019 - 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 Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-small-business-surveys-aggregated-data-cfc22edb.africa-equatorial-guinea-small-business-surveys-aggregated-data-79a031bc
Small Business Surveys - Aggregated Data | Africa (Equatorial Guinea official open data)
113 rows - 1 Africa country - 2022 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea 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 -… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-small-business-surveys-aggregated-data-79a031bc.