Data collection in web scraping involves the automated extraction of information from websites to gain insights for decision-making. This blog explores the types of data collected—structured, unstructured, and semi-structured—and outlines various methods for gathering this information, including HTML parsing, APIs, headless browsers, web crawlers, and user-friendly data extraction tools. Understanding these concepts ensures effective and ethical data scraping practices.