How to Compare a Long Keyword List in Google Trends on One 0-100 Scale
Why separate Trends requests can't be compared, the anchor-term rescaling fix, a runnable pandas implementation, and the pitfalls.
Why separate Trends requests can't be compared, the anchor-term rescaling fix, a runnable pandas implementation, and the pitfalls.
If you take website screenshots with headless Chromium for visual QA, monitoring or archiving, two problems show up the moment the pages aren't plain English: Tofu boxes. Chinese, Japanese, Korean an
robots.txt and Crawl-delay, contact-page discovery, E.164 phone normalisation (Taiwan formats included), LINE links, de-duplication and GDPR/PDPA, with a runnable Python example.
Plain-text PDF extraction interleaves two-column pages and flattens tables, so your chunks are wrong before you embed them.