Resources · Blog

Blog about data collection

Guides, research, and case studies on web scraping, price monitoring, and data delivery for analytics, marketing, and product needs.

Data & Formats
Data Enrichment: What It Is and How It Works

What is data enrichment? Learn how raw records gain extra attributes from internal and external sources, with B2B, CRM, and product examples. Dive in here.

2 April · 10 min
Tools & Reviews
iMacros Data Extraction: Browser Automation Tutorial

Learn how to extract web data with the iMacros browser plugin: record macros, loop over pages, and save results to CSV. Follow this hands-on how-to guide.

31 March · 11 min
Guides & Basics
Web Crawling vs Web Scraping in E-commerce

Web crawling vs web scraping: how they differ, how each works, and when to use them for e-commerce data extraction. Compare both approaches in our guide.

29 March · 9 min
Data & Formats
Data vs Information vs Knowledge: Key Differences

Data, information, and knowledge are not the same. Learn the key differences, the DIKW pyramid, and why they matter for data projects. Read the breakdown.

27 March · 7 min
Data & Formats
Data Mining with OpenRefine (Formerly Google Refine)

Learn data mining with OpenRefine (formerly Google Refine): clean messy datasets, cluster values, and transform scraped data. Follow the hands-on tutorial.

25 March · 8 min
Data & Formats
Data Normalization: One Term, Three Different Meanings

Data normalization means different things in databases, machine learning, and data quality. Untangle all three meanings with examples and pick what you need.

23 March · 9 min
Data & Formats
PHP Bulk Insert with Rollback Using Prepared Statements

Learn how to run a PHP bulk insert with prepared statements and roll back the whole transaction if a single record fails. Includes ready-to-use MySQL code.

21 March · 10 min
Tools & Reviews
Debuggex Review: Visual Regex Testing and Debugging

Debuggex review: visualize regular expressions as railroad diagrams, debug matches step by step, and build regex for scraping faster. See how it works.

19 March · 8 min
CAPTCHA Solving
DeCaptcher Review: CAPTCHA Solving Service

DeCaptcher review: solving accuracy, speed, pricing, and API integration of one of the oldest CAPTCHA solving services, plus alternatives. Compare options.

17 March · 9 min