E-commerce
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Easy Data Web Scraping Service: Scope and Validate a Marketplace Pilot
A useful ecommerce data project starts with a business question, a defined set of listings and a way to check the delivered records. This guide explains how to scope a web scraping service with Easy Data for Southeast Asian marketplace research, including sample acceptance, delivery requirements and the limits of marketplace observations. What Is a…
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What Is Web Scraping Service? Common Applications and Legal Considerations
A web scraping service provides a defined way to collect and deliver selected website observations. Choosing one is a project-scoping decision: agree on the permitted sources, fields, refresh schedule and acceptance checks before relying on the output. This guide explains common applications, a fictional delivery-quality example and access considerations. Source notes were reviewed on October…
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Top 5 Shopee Dataset Samples for Market Research in 2025
As e-commerce continues to thrive globally, market research has become an essential tool for businesses aiming to stay ahead of the competition. One of the most powerful resources for e-commerce market research is the use of datasets. Shopee, a leading e-commerce platform in Southeast Asia, provides valuable data that can help businesses optimize their strategies.…
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E-commerce Calendar 2025: Key Dates and Events to Boost Your Sales Strategy
2025 archive — dates reviewed October 1, 2026. This e-commerce calendar is a historical reference for reviewing 2025 campaigns. It brings together selected retail events and planning ideas; it is not a complete calendar for every country or marketplace. Use the dates below to compare past campaigns in the same market and time zone. For…
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2025 E-commerce Conferences: Dates and Corrections
Historical guide, reviewed October 4, 2026. This article reviews ten listings originally selected for our guide to e-commerce conferences in 2025. The dates below are historical. Eight listings have dated organizer or participant evidence; the original UNCTAD and GELF date/location combinations could not be verified. This is not a calendar of upcoming events or a…
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10 Ecommerce Trends: Reviewing the 2025 Predictions
This article originally presented ten predictions for ecommerce in 2025. Reviewed on October 3, 2026, it now separates documented capabilities from assumptions and offers practical tests for a retail business. A forecast for an entire market does not tell an individual store which investment will pay off. Correction note: The earlier version did not substantiate…
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Download the Shampoo & Conditioner Category Shopee Dataset (November 2024)
Review a historical sample of Shopee Thailand shampoo and conditioner listings. The matching November 2024 workbook contains 660 listings from 292 distinct shop IDs, with 22 fields. All records use THB and carry an updateTime of November 24, 2024. What the November archive contains The source file is 11046066-ShampooConditioner-thailand.xlsx. Its worksheet, Sheet1, contains one header…
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10 Strategies to Maximize Shopee Sales Data in 2025
Editorial review — October 1, 2026: This article retains its original 2025 title and URL. The examples below are illustrative planning scenarios, not verified client case studies or promised results. Earlier unsupported percentage gains have been removed. Shopee tools and eligibility vary by market and account; confirm the options and metric definitions in your current…
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What is Data Scraping and Why is It Important for Businesses?
Data scraping extracts selected information into a form that can be checked and analyzed. For a business, its value depends on the question, source access, coverage and quality—not simply the number of rows collected. A product-price snapshot can support comparison, but it does not automatically explain sales or customer behavior. This guide explains how scraping…
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Shopee Black Friday 2024: Strategic Data Insights
Introduction Black Friday planning starts with a defined market, product range and campaign period. This guide was originally published for the 2024 event; it is a planning framework, not a report of measured Shopee Black Friday 2024 results. No event-wide sales dataset accompanies it. Use your own authorized seller reports to decide which prices, stock…
