I’ve worked with web data for a while now, and automation has really changed the way I approach analysis. It saves a lot of time and helps avoid manual errors when dealing with large datasets. From my experience, the key is to use tools that can properly structure information, not just collect it. One useful option is https://floppydata.com/web-scraping/js-rendering-api/, which helps automate data extraction and makes the whole process much more efficient for research and analysis.
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