E-commerce
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7 Data Scraping Tools and Services: How to Compare Them
This guide compares seven data-collection options: a managed service, visual tools, a browser extension, a Python framework and a cloud platform. They serve different workflows, so the numbered order is not a tested ranking. Easy Data publishes this guide and is included as the managed-service option. 1. Easy Data Overview: Easy Data offers Shopee data…
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Shopee Comment Crawling: Unlocking Customer Insights
Introduction Shopee comment crawling means collecting permitted product-review observations for analysis. A useful project starts with a defined market, product set, date range and business question, such as whether buyers repeatedly mention battery performance or packaging. It should not begin with an assumption that more comments automatically mean better insights. Published reviews are a selected,…
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Easy Data: Expert Sephora Crawling Services
Introduction A beauty-market data project may need product variants, displayed prices, availability labels and review themes from a specific Sephora storefront. These are observations of published offers, not access to customer purchases, complete inventory or the whole beauty market. Define the country, product range and decision before deciding whether collection is useful. This guide explains…
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Easy Data: Expert Momoshop.com.tw Crawling Services
Introduction For businesses researching Taiwan, momoshop.com.tw can be a source of product offers, promotion conditions and customer feedback. These observations need careful interpretation: a displayed price is not necessarily the checkout total, a purchase limit is not warehouse stock, and a ranking is not a competitor revenue report. This guide explains how to scope a…
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Download the Beauty Supplement Category Shopee Dataset (October 2024)
Explore historical Shopee beauty-supplement listings from Vietnam and Singapore. The two Excel files contain 720 listing records, all with a recorded date of October 21, 2024. Use this archive to practice product classification, price checks and seller comparisons; it does not describe current offers. What is included in the download? Market Listings Shop IDs Vietnam…
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Shopee Data Crawling Services: Scope, Workflow and Quality Checks
Introduction Shopee listing observations can support product, pricing and review research when the collection scope is clear. A useful project specifies the country, listings or shops, fields, collection times and permitted use before requesting data. Easy Data offers Shopee data services for marketplace research; exact coverage, frequency and delivery commitments must be agreed for the…
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Mastering Tracking Ecommerce Data for Business Growth
Introduction Ecommerce tracking connects three different records: orders in your store, observed behaviour in analytics, and marketing costs. They answer different questions and will not always agree. Before changing a campaign or product page, check whether a reported drop reflects fewer purchases, missing tracking, a different date range, or a changed metric definition. This guide…
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Download the Disposable Diapers Category Shopee Dataset (October 2024)
Explore 840 historical Shopee disposable-diaper listings across Vietnam, Thailand and Singapore. The three workbooks record October 21, 2024 as their observation date. Use this archive to practice listing comparisons and data-quality checks; it is not a current price list or a complete market census. Country coverage and source files Market Listings Shop IDs Vietnam 240…
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How to Crawl Shopee Data: A Step-by-Step Guide
This guide explains how to plan an authorized Shopee data collection workflow, validate product records and export a usable file. The runnable example uses clearly labelled fictional HTML so you can test the code without making requests to Shopee. Live implementation still requires permission, market-specific selectors or an approved interface, and validation against the actual…
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Download the Sunscreen Category Shopee Dataset (October 2024)
Download two historical Shopee listing files for Thailand sunscreen and Singapore sun care. They contain 828 records, each dated October 21, 2024. This guide explains the fields, missing values and variant-price checks needed before comparing products. The archive does not represent current offers. Coverage of the two Excel files Market Listings Shop IDs Thailand 588…
