How cool tools simplify parsing complex data
The Internet today is tens of billions of pages. Information is updated daily. According to Statista, from 2013 to 2023, the amount of data on the Internet has grown almost 20 times - from 4 zettabytes to 79 zettabytes.
The ways of presenting it have also become more complex: dynamic pages, JavaScript content, and data embedded in images. This cuts off standard parsing methods like Python scripts with BeautifulSoup or Scrapy. They still work well for extracting text from HTML. But if a site uses dynamic elements, captchas, or protects the API from bulk requests, such tools break down.
This is where advanced tools come to the rescue. They learn from complex data, recognize text from images, adapt to changes in the structure of websites, and find patterns in information flows.