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How to improve the efficiency of structured processing of web data crawling?

2025-08-28 1.4 K

Implementation Strategies for Efficient Data Crawling

Web data crawling often faces problems such as anti-crawl restrictions, structure changes, data cleaning, etc. Airtop's solution has the following advantages:

  • Intelligent Element Recognition: Specify the crawling target in natural language (e.g. "extract all elements with .price class name").
  • Adaptive Paging: Automatically recognizes and handles paging navigation for full data collection
  • Structured Output: Directly generate data in JSON format, support API docking and file exporting

Best Practices:

  1. Use precise target descriptions (compare "Extract data" with "Extract product name, price and stock status")
  2. Work with CSS selectors to improve accuracy (e.g. "extract h3 tag text under div.product-list")
  3. Setting reasonable intervals between operations (bans can be avoided by "waiting 2 seconds before clicking on the next page")
  4. Automate Data Inbound with API Integration

Actual tests show that this method can improve the efficiency of e-commerce data collection by more than 8 times. For dynamically loaded content, it is recommended to work with commands such as "scroll to the bottom of the page" to ensure that the data is loaded completely.

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