Shopee Data
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All Types of E-Commerce: A Complete Guide for 2025
Introduction The e-commerce industry is evolving rapidly, with multiple business models reshaping the digital marketplace. From B2B and B2C to C2C and D2C, understanding all types of e-commerce is essential for businesses aiming to optimize their online sales and scale globally. This guide explores all types of e-commerce, their benefits, challenges, and future trends, offering…
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Ecommerce Market in Vietnam vs. Southeast Asia: A Competitive Analysis (2025 Update)
Introduction The ecommerce market in Vietnam has experienced rapid growth in recent years, positioning itself as one of the fastest-growing digital economies in Southeast Asia. With a young, tech-savvy population, increasing internet penetration, and improved digital payment infrastructure, Vietnam is now competing with major regional players like Indonesia, Thailand, and Malaysia. But how does Vietnam’s…
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Customer Retention in Vietnam: 7 Ecommerce Tests Beyond Discounts
Customer retention in Vietnam starts with a practical question: what would make a first-time buyer place a second order at a sustainable margin? Repeated discounts are only one option. This guide keeps seven useful areas to test—personalization, support, mobile checkout, loyalty benefits, delivery, content and community—and adds a measurement worksheet. Choose the test around your…
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Philippines Ecommerce: 2025 Evidence and Seller Checklist
Ecommerce growth in the Philippines is useful market context, but it does not tell a seller which products, buying routes or delivery promises will work. This guide separates audience measures, market estimates and operating decisions, then provides a checklist for a limited market test. Reviewed October 3, 2026: the original January 2025 article has been…
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Download the Shampoo Thailand Shopee Dataset (December 2024)
This historical Shopee Thailand export covers the Shampoo Conditioner category. The surviving December 2024 archive contains 660 listing rows from 293 distinct shop IDs, each dated December 22, 2024. All rows identify Thailand and use THB. This is a dated marketplace snapshot, not a current product catalog or a complete measure of the Thai shampoo…
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Vietnam Ecommerce Growth: Revisiting Five 2025 Predictions
Ecommerce growth in Vietnam creates opportunities, but a national trend does not tell an individual seller which channel will be profitable. This article was first published as five predictions for 2025. The revised guide keeps those five themes—social commerce, mobile shopping, personalization, cross-border selling and automation—and turns them into checks you can use with current…
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Download the Milk Thailand Shopee Dataset (December 2024)
Explore a historical sample of milk formula listings on Shopee Thailand. The December 2024 Excel download contains 300 listings from 94 distinct shop IDs, with 23 fields for products, prices, sellers, ratings and displayed sales counters. Every row records December 22, 2024 in updateTime. What is included in this download? The file is 11046146-Milkformula1-thailand.xlsx. Its…
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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…
