Suhaila Kiyoshi
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Suhaila Kiyoshi replied to the discussion How do I deal with scraped data that has inconsistent formatting? in the forum General Web Scraping 10 months ago
Reply to How do I deal with scraped data that has inconsistent formatting?
Pandas is incredibly useful for normalizing scraped data by filling in missing values and aligning data types.
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Suhaila Kiyoshi replied to the discussion How do I scrape data from sites using custom fonts or icons? in the forum General Web Scraping 10 months ago
Reply to How do I scrape data from sites using custom fonts or icons?
Font Awesome icons and similar libraries can sometimes be scraped as their CSS classes directly without image recognition.
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Suhaila Kiyoshi replied to the discussion How do I handle scraping for real-time data that updates frequently? in the forum General Web Scraping 10 months ago
Reply to How do I handle scraping for real-time data that updates frequently?
For high-frequency scrapes, rotating IPs and adding randomized delays are critical to avoid detection. Real-time scrapers can get flagged quickly.
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Suhaila Kiyoshi replied to the discussion How can I handle pagination when scraping JavaScript-heavy sites? in the forum General Web Scraping 10 months ago
Reply to How can I handle pagination when scraping JavaScript-heavy sites?
Adding timeouts between page loads helps reduce detection and gives the page time to load all content, preventing skipped data.
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Suhaila Kiyoshi started the discussion What’s the best way to scrape product listings and prices from Shopee? in the forum General Web Scraping 10 months ago
What’s the best way to scrape product listings and prices from Shopee?
Shopee provides public APIs in some regions, allowing for reliable and structured access to product listings and prices.
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Suhaila Kiyoshi changed their photo 10 months ago
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Suhaila Kiyoshi became a registered member 10 months ago
