2 posts tagged with "web-scraping"

Detecting whether a website is running Google AdSense is a common task for digital marketers, SEO researchers, and competitive intelligence analysts. AdSense works by injecting a specific JavaScript library into the page, accompanied by a unique Publisher ID (formatted as pub-xxxxxxxxxxxxxxxx) and ad container tags (<ins class="adsbygoogle">).

Depending on whether the target website uses static HTML, lazy loading, or Web Application Firewalls (Cloudflare/Akamai), you need different strategies ranging from lightweight HTTP requests to full browser automation with Playwright.

Downloading a YouTube thumbnail is a classic Python task that involves two main steps: extracting the unique Video ID from a URL and then fetching the image from Google's thumbnail servers.

Because YouTube uses a predictable URL structure for its images, you don't actually need the heavy pytube library just to get the thumbnail-standard requests will do the trick!