datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
womens-clothing-ecommerce-reviews
Dataset Card for "womens-clothing-ecommerce-reviews"
Processed version of this dataset.
ECommerce-Women-Clothing-ReviewsWomens_Clothing_E-Commerce_Reviewsecommerce-behavior-data-from-multi-category-store_oct-nov_2019
eCommerce Behavior Data from Multi-Category Store
About the Dataset
This dataset contains behavioral data for 285 million user events from a large multi-category eCommerce store. The data spans 7 months (October 2019 - April 2020) and records various user interactions with products.
Dataset Overview
Time Frame: October 2019 - April 2020
Total Events: 285 million
Event Granularity: Each row represents an event associated with a product and a user.
Data Source:… See the full description on the dataset page: https://huggingface.co/datasets/kevykibbz/ecommerce-behavior-data-from-multi-category-store_oct-nov_2019.olist-ecommerce-for-delivery-and-review-prediction
E-Commerce Analytics for Delivery and Review Prediction
This dataset was created for a datathon project. It's a cleaned and feature-engineered version of the public Olist Brazilian E-commerce dataset, specifically prepared to predict shipping delays and customer review scores.
Project Goals
Our project focuses on two key business problems:
Model 1 (Regression): Can we predict how delayed a shipment will be? This helps manage customer expectations proactively.
Model 2… See the full description on the dataset page: https://huggingface.co/datasets/miminmoons/olist-ecommerce-for-delivery-and-review-prediction.ecommerce-user-behavior-dataeCommerce_Datahm_ecommerce_products
H&M Personalized Fashion Recommendations - Enhanced Dataset
Dataset Description
This dataset is a processed and enhanced version of the H&M Personalized Fashion Recommendations Kaggle competition dataset. The original dataset has been cleaned and augmented with pre-computed embeddings and accessible image URLs to facilitate fashion recommendation research and multimodal retrieval applications.
Dataset Summary
The H&M dataset contains rich product metadata… See the full description on the dataset page: https://huggingface.co/datasets/Qdrant/hm_ecommerce_products.e-commercee-commerce-orders
E-commerce Customer Order Behavior Dataset
A synthetic e-commerce dataset containing 10,000 orders with realistic customer behavior patterns, suitable for e-commerce analytics and machine learning tasks.
Dataset Card for E-commerce Orders
Dataset Summary
This dataset simulates customer order behavior in an e-commerce platform, containing detailed information about orders, customers, products, and delivery patterns. The data is synthetically generated with… See the full description on the dataset page: https://huggingface.co/datasets/millat/e-commerce-orders.synthetic-ecommerce
Synthetic E-Commerce Analytics Dataset
Most analytics demos hand you one clean table and call it a dataset. A real store doesn't work like that. You have customers who arrived through different channels, a product catalogue with prices and costs, orders that get placed and sometimes refunded, the line items inside each order, and a clickstream of everything people did before they bought.
This is all five of those tables, joined the way a real store's data joins. Every row is… See the full description on the dataset page: https://huggingface.co/datasets/LaelaZorana/synthetic-ecommerce.ecommerce-analytics-sql-evaluation
Ecommerce Analytics SQL Evaluation (declared GMV, verified answer key)
An evalpack: an evaluation database generated from the answer key, not
annotated after the fact. A VLDB 2026 audit found 52.8% of BIRD Mini-Dev
answer keys wrong because benchmarks annotate answers onto existing
databases; this dataset inverts the order. The declared properties (curves,
shares, identities) are the specification, the database is generated to
satisfy them exactly, and every shipped question was… See the full description on the dataset page: https://huggingface.co/datasets/rasinmuhammed/ecommerce-analytics-sql-evaluation.synthetic-ecommerce-dataset
Synthetic E-commerce Dataset - Free Sample
This repository contains a free sample of the Synthetic E-commerce
Dataset: 100 users, 50 products, 1,000 transactions, with full
relational integrity (foreign keys, temporal consistency, validated
business rules) and a fixed random seed (42) for reproducibility.
License below (CC0) applies only to this free sample, not to the
full-size commercial packs.
Formats
CSV
Apache Parquet
Schema
users: user_id… See the full description on the dataset page: https://huggingface.co/datasets/davidev07/synthetic-ecommerce-dataset.africa-synth-retail-and-ecommerce-advertisement-campaign-data-nigeria
Advertisement Campaign Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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 datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-advertisement-campaign-data-nigeria.ecommerce-ai-data-analyst-agent-benchmark
E-commerce AI Data Analyst Agent Benchmark
A synthetic e-commerce dataset for evaluating AI data analyst agents on
realistic, multi-step business analysis, data-quality investigation, and
analytical reasoning.
This dataset is part of the
E-commerce AI Data Analyst Agent Benchmark.
Dataset summary
This dataset supports evaluation of AI data analyst agents on realistic,
multi-step e-commerce analysis.
It contains:
customers.csv
products.csv
orders.csv
returns.csv… See the full description on the dataset page: https://huggingface.co/datasets/Omcrec/ecommerce-ai-data-analyst-agent-benchmark.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.africa-synth-retail-and-ecommerce-point-of-sale-records-nigeria
Point Of Sale Records | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-point-of-sale-records-nigeria.ecommerce-user-behavior-data-samplewomens_clothing_ecommerce_reviews_mini
Dataset Card for "womens_clothing_ecommerce_reviews_mini"
More Information needed
agentic-bi-ecommerce
🏭 AGENTIC BI — DATA ENGINEERING PROJECT
Enterprise-Grade Streaming Data Platform
Đề tài: Hệ thống Data Engineering end-to-end tích hợp Streaming Pipeline (CDC + Kafka) + Lakehouse (Delta Lake Medallion Architecture) + Agentic BI
Dataset: Olist Brazilian E-commerce (~100K orders, ~1.55M records tổng cộng)Tác giả: thanhtai435
🎓 Two Architectures in One Repo:
Standard (docker-compose.yml) — 16 services, local development, POC-friendly
Enterprise… See the full description on the dataset page: https://huggingface.co/datasets/thanhtai435/agentic-bi-ecommerce.ecommerce-visual-matching-dataset
E-commerce Visual Matching Dataset
Candidate match workflow dataset for product identity resolution, visual similarity, and review decision fields.
A public-safe workflow preview of how Octoparse structures AI-assisted product matching pipelines for e-commerce and pricing teams. Every row represents a candidate pair evaluation — the same structure delivered to production clients.
Built by Octoparse Managed Data Service — managed web data pipelines for pricing intelligence and… See the full description on the dataset page: https://huggingface.co/datasets/Octoparse/ecommerce-visual-matching-dataset.kaggle_crowdflower_ecommerce_search_relevance
Crowdflower Search Results Relevance
Original source: https://www.kaggle.com/c/crowdflower-search-relevance/overview
More detailed version: https://data.world/crowdflower/ecommerce-search-relevance
Citation
@misc{crowdflower-search-relevance,
author = {AaronZukoff, Anna Montoya, JustinTenuto, Wendy Kan},
title = {Crowdflower Search Results Relevance},
publisher = {Kaggle},
year = {2015},
url =… See the full description on the dataset page: https://huggingface.co/datasets/napsternxg/kaggle_crowdflower_ecommerce_search_relevance.temu-ecommerce-pricing-workflow-sample
Temu E-commerce Pricing & SKU Variant Dataset
85 products · 382 SKUs · $2.14–$219.72 price range · avg 29.5% discount where measurable
A real, production-quality sample of Temu product listings and SKU-level pricing data, captured by Octoparse Managed Data Service via a managed anti-bot pipeline. Every row is real market data — no synthetic expansion, no mock prices.
Built for teams working on competitor price monitoring, dynamic pricing models, product matching, and e-commerce AI… See the full description on the dataset page: https://huggingface.co/datasets/Octoparse/temu-ecommerce-pricing-workflow-sample.africa-synth-retail-and-ecommerce-store-foot-traffic-data-nigeria
Store Foot Traffic Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - 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-retail-and-ecommerce-store-foot-traffic-data-nigeria.africa-synth-retail-and-ecommerce-customer-segmentation-data-nigeria
Customer Segmentation Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-customer-segmentation-data-nigeria.africa-synth-retail-and-ecommerce-cross-channel-sales-data-nigeria
Cross Channel Sales Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-cross-channel-sales-data-nigeria.africa-synth-retail-and-ecommerce-stock-and-inventory-levels-nigeria
Stock And Inventory Levels | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-stock-and-inventory-levels-nigeria.E-Commerce-Product-Recommendationafrica-synth-retail-and-ecommerce-refund-and-return-logs-nigeria
Refund And Return Logs | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-refund-and-return-logs-nigeria.africa-synth-retail-and-ecommerce-ecommerce-order-data-nigeria
Ecommerce Order Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 1M<n<10M - Formats: parquet - 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 datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-ecommerce-order-data-nigeria.