datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
amazon_productsamazon_product_reviews_video_games#Title
africa-synth-energy-oilgas-gas-production-nigeria
Africa Synth Energy Oilgas Gas Production Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: csv - Sector: energy - 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
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-oilgas-gas-production-nigeria.africa-synth-textile-garment-production-all
African Textile & Garment Production | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: csv - Sector: culture_language - 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
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-textile-garment-production-all.remote-worker-productivity
Key Features:
Primary Research Focus:
Age vs Productivity correlation
Years of Experience impact on remote work effectiveness
WFH Days per Week optimal balance analysis
Multiple productivity metrics (not just one score)
Dataset Highlights:
1,500 rows - Perfect size for analysis
30+ columns - Rich feature set
Realistic correlations - Built-in meaningful relationships
Clean data - No missing values, proper data types
Multiple target variables - 5 different… See the full description on the dataset page: https://huggingface.co/datasets/nprak26/remote-worker-productivity.recalldb-product-recalls-sample
RecallDB — U.S. Product Recall Database (Sample)
Full dataset: recalldb.dataengineered.io · $49 one-time snapshot → Buy on Stripe · the same sample on Kaggle
127,783 official recalls · 292,790 recalled products · CPSC · FDA · FSIS · NHTSA · USCG · 100% source-linked
RecallDB is a normalized, provenance-tracked dataset of official U.S. federal product recalls. It joins five official source families into one relational model: CPSC consumer products, NHTSA vehicles, FDA/openFDA… See the full description on the dataset page: https://huggingface.co/datasets/Ichlibitiche/recalldb-product-recalls-sample.PromptCloudHQ_flipkart-products
Flipkart Products
20,000 products on Flipkart
Dataset Info
Source: Kaggle
Original Size: 5.50 MB
Kaggle Downloads: 29,395
Files: 1
Files
flipkart_com-ecommerce_sample.csv
Mirrored from Kaggle
amazon_product_descriptionshopify-products-catalog-sample
Shopify Products Catalog with Price History (DTC Stores) — Free Sample
A free sample of a Shopify e-commerce catalog dataset built from public, login-free products.json endpoints of independent DTC (direct-to-consumer) Shopify stores.
This sample build covers 386 stores / 533,479 SKU rows (2026-08-01 snapshot). Full-run scale on record: 4,100+ stores / 6.18M SKUs, refreshed with weekly snapshots that also yield per-variant price-change and availability-change events.
➡️ Full… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/shopify-products-catalog-sample.product_hscodedeveloper-productivity-simulated-behavioral-data
Synthetic AI Developer Productivity Dataset — Behavioral + Cognitive Simulation
A synthetic data generation resource for modeling behavioral and cognitive dynamics in developers.
📘 About This Dataset
This dataset simulates productivity data from AI-assisted software developers. It blends behavioral signals, physiological inputs, and productivity metrics to explore the nuanced relationships between deep work, distractions, caffeine, AI usage, and cognitive strain.… See the full description on the dataset page: https://huggingface.co/datasets/strova-ai/developer-productivity-simulated-behavioral-data.product-tagging-saved-intent
Product Tagging and Saved Intent in Online Retail
How online stores structure product tags and implement saved-item features, and
how that compares with a platform where tagging is crowd-sourced against a
shared controlled vocabulary.
Canonical release: https://doi.org/10.5281/zenodo.22852049
This repository mirrors that deposit. Cite the DOI.
Sample
1,028 Shopify storefronts, drawn by seeded random sample from a 30,000-domain
draw of the Tranco top 1M, measured… See the full description on the dataset page: https://huggingface.co/datasets/sempite/product-tagging-saved-intent.ecommerce-retail-product-matching-workflow-dataset
Ecommerce Retail Product Matching Workflow Dataset
This dataset is a public-facing sanitized workflow preview for managed ecommerce and retail product matching. It shows how candidate retrieval, UPC/model/brand/title/image evidence, customer-visible URL validation, confidence bands, review buckets, and rejection reasons can be structured for pricing intelligence, merchandising, data engineering, and AI-assisted product matching workflows.
Use this dataset to evaluate product… See the full description on the dataset page: https://huggingface.co/datasets/Octoparse/ecommerce-retail-product-matching-workflow-dataset.tokopedia-product-reviews-2019
Tokopedia Product Reviews 2019
Dataset Description
This dataset contains 40,607 product reviews from Tokopedia, one of Indonesia's largest e-commerce platforms, scraped in 2019. The dataset provides valuable insights into customer sentiment and shopping behavior in the Indonesian e-commerce market.
Dataset Summary
Language: Indonesian (Bahasa Indonesia)
Task: Sentiment Analysis, Product Review Analysis, E-commerce Research
Size: 40,607 reviews
Categories: 5… See the full description on the dataset page: https://huggingface.co/datasets/farhamu/tokopedia-product-reviews-2019.africa-synth-employment-labor-productivity-africa-all
Africa Synth Employment Labor Productivity Africa All | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-employment-labor-productivity-africa-all.llm-system-ops-production-telemetry-sft-data
🤖📈 LLM System Ops Telemetry (Synthetic)
A synthetic, production-style, multi-table LLM telemetry dataset designed for LLMOps analytics and decision-grade experiments.
It supports monitoring cost, latency, tokens, failures, safety flags, tool usage, and user feedback at the interaction level,
with rollups at the session and user levels — plus an SFT table aligned 1:1 with interactions and a prompt/config dimension.
Synthetic data (safe for teaching, prototyping, and portfolio… See the full description on the dataset page: https://huggingface.co/datasets/tarekmasryo/llm-system-ops-production-telemetry-sft-data.turkish-olive-production
Turkish Olive Production Data
Olive and olive oil production in Türkiye at province, region and variety
level. Türkiye is the world's largest producer of table olives, yet its
production figures have not been available as a single machine-readable set
below the national level. This dataset collects them.
Published by zeytin.net ·
Source repository: github.com/yudumnet/zeytinnet
Configurations
Config
Rows
Contents
provinces
45
2024-25 season by province:… See the full description on the dataset page: https://huggingface.co/datasets/yudumnet/turkish-olive-production.abhinand05_crop-production-in-india
Crop Production in India
Can you predict crop production in India?
Dataset Info
Source: Kaggle
Original Size: 1.96 MB
Kaggle Downloads: 17,273
Files: 1
Files
crop_production.csv
Mirrored from Kaggle
shipwall-products
ShipWall: launched products and the badge check behind each one
One row per product that has launched on the board: what it is, where it lives, what it was built with, and whether the embed badge was actually found on the site it points at.
Rows in this cut
43
One row is
one launched product
Cut
2026-09-04
Refreshed
Monthly, on the first of the month
Measured by
ShipWall
Method
https://toolproof.thecompound.tech/methodology
Licence
Creative Commons… See the full description on the dataset page: https://huggingface.co/datasets/kyisaiah47/shipwall-products.product-matching
Dataset Description
This repository offers an ideal ground for evaluating product matching algorithms and clustering/classification models.
The dataset contains e-commerce data; that is, product IDs, their titles, and their corresponding category. However, they can easily be applied to
any problem which involves text/short-text mining.
The data originates from PriceRunner, a popular product comparison platform. It includes 35,311 products from 10 categories,
provided by 306… See the full description on the dataset page: https://huggingface.co/datasets/lakritidis/product-matching.Electronics_Product_Review_With_Sentiment
📊 Amazon Electronics Review Dataset
This dataset contains Amazon Electronics product reviews with sentiment.It was preprocessed to remove reviews without helpful vote and unverified purchases.
✅ Features
text: The main review text written by customers.
review_sentiment: Positive, Negative, Neutral (classified using Mistral Large Language Model).
verified_purchase: Boolean flag indicating if purchase was verified.
helpful_votes: Number of helpful votes received.… See the full description on the dataset page: https://huggingface.co/datasets/stephaniestv/Electronics_Product_Review_With_Sentiment.produktionsindex-produzierendes-gewerbe-bv41
produktionsindex-produzierendes-gewerbe-bv41
Unofficial Notice
This repository is a private open-source project and is not an official repository of the Federal Statistical Office of Germany (Destatis).
Data Explanation
Official dataset label: Produktionsindex Produzierendes Gewerbe mit Kalender- und Saisonbereinigung nach BV 4.1
Source CSV: https://www.destatis.de/static/de_/opendata/data/produktionsindex_produzierendes_gewerbe_bv41.csv
Source… See the full description on the dataset page: https://huggingface.co/datasets/destatis/produktionsindex-produzierendes-gewerbe-bv41.produktionsindex-investitionsgueter-bv41
produktionsindex-investitionsgueter-bv41
Unofficial Notice
This repository is a private open-source project and is not an official repository of the Federal Statistical Office of Germany (Destatis).
Data Explanation
Official dataset label: Produktionsindex Investitionsgüter mit Kalender- und Saisonbereinigung nach BV 4.1
Source CSV: https://www.destatis.de/static/de_/opendata/data/produktionsindex_investitionsgueter_bv41.csv
Source page:… See the full description on the dataset page: https://huggingface.co/datasets/destatis/produktionsindex-investitionsgueter-bv41.E-Commerce-Product-RecommendationLearningChat_ai_video_production
Hallym AI Video Production Practice 2025-2 Public Dataset
1. 데이터셋 개요
데이터셋명: 한림대학교 AI영상제작실습 2025-2 공개용 데이터셋
교과목명: AI영상제작실습
학기: 2025-2
생성 배경: 2025학년도 2학기 AI영상제작실습 수업에서 조별로 제작·제출한 AI 기반 영상 결과물을 공개용 데이터셋 형태로 정리한 것이다.
목적: 수업 기반 AI 영상 창작 결과물을 공개 아카이브 형태로 정리하고, 작품 단위 메타데이터를 함께 제공하기 위함이다.
2. 데이터셋 범위
총 작품 수: 20편
데이터 단위: 조별 제출 영상 1편 = metadata.csv 1행
포함 대상: 1조부터 20조까지 각 팀 폴더의 원본 MP4 1개
제외 대상:
보고서 파일(.pdf, .docx, .hwp)
라이선스 동의서 파일
AI제작콘텐츠 발표회 2025 출품작 폴더에 따로 복사된 중복 MP4… See the full description on the dataset page: https://huggingface.co/datasets/K-University-AIED/LearningChat_ai_video_production.produktionsindex-bauhauptgewerbe-hochbau-x13
produktionsindex-bauhauptgewerbe-hochbau-x13
Unofficial Notice
This repository is a private open-source project and is not an official repository of the Federal Statistical Office of Germany (Destatis).
Data Explanation
Official dataset label: Produktionsindex Bauhauptgewerbe, Hochbau mit Kalender- und Saisonbereinigung nach X13 JDemetra+
Source CSV: https://www.destatis.de/static/de_/opendata/data/produktionsindex_bauhauptgewerbe_hochbau_x13.csv… See the full description on the dataset page: https://huggingface.co/datasets/destatis/produktionsindex-bauhauptgewerbe-hochbau-x13.produktionsindex-verarbeitendes-gewerbe-bv41
produktionsindex-verarbeitendes-gewerbe-bv41
Unofficial Notice
This repository is a private open-source project and is not an official repository of the Federal Statistical Office of Germany (Destatis).
Data Explanation
Official dataset label: Produktionsindex Verarbeitendes Gewerbe mit Kalender- und Saisonbereinigung nach BV 4.1
Source CSV: https://www.destatis.de/static/de_/opendata/data/produktionsindex_verarbeitendes_gewerbe_bv41.csv
Source… See the full description on the dataset page: https://huggingface.co/datasets/destatis/produktionsindex-verarbeitendes-gewerbe-bv41.produktionsindex-verbrauchsgueter-bv41
produktionsindex-verbrauchsgueter-bv41
Unofficial Notice
This repository is a private open-source project and is not an official repository of the Federal Statistical Office of Germany (Destatis).
Data Explanation
Official dataset label: Produktionsindex Verbrauchsgüter mit Kalender- und Saisonbereinigung nach BV 4.1
Source CSV: https://www.destatis.de/static/de_/opendata/data/produktionsindex_verbrauchsgueter_bv41.csv
Source page:… See the full description on the dataset page: https://huggingface.co/datasets/destatis/produktionsindex-verbrauchsgueter-bv41.top_producthunt_productsproduktionsindex-vorleistungsgueter-x13
produktionsindex-vorleistungsgueter-x13
Unofficial Notice
This repository is a private open-source project and is not an official repository of the Federal Statistical Office of Germany (Destatis).
Data Explanation
Official dataset label: Produktionsindex Vorleistungsgüter mit Kalender- und Saisonbereinigung nach X13 JDemetra+
Source CSV: https://www.destatis.de/static/de_/opendata/data/produktionsindex_vorleistungsgueter_x13.csv
Source page:… See the full description on the dataset page: https://huggingface.co/datasets/destatis/produktionsindex-vorleistungsgueter-x13.