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pytrends is dead. Here's a maintained drop-in replacement

pytrends is dead. Here's a maintained drop-in replacement

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2 min read
Scraping YouTube transcripts at scale for RAG (and the 3 things that break it)

Scraping YouTube transcripts at scale for RAG (and the 3 things that break it)

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4 min read
Export Olive Young and Naver Shopping reviews into one JSON schema

Export Olive Young and Naver Shopping reviews into one JSON schema

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2 min read
Scraping Google News search results with the public RSS feed (no API key, no browser)

Scraping Google News search results with the public RSS feed (no API key, no browser)

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3 min read
Google Ads Transparency Center API: export a competitor's Google ads

Google Ads Transparency Center API: export a competitor's Google ads

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3 min read
10,000 popular Shopify stores: e-mails, socials, shipping and discounts (October 2026)

10,000 popular Shopify stores: e-mails, socials, shipping and discounts (October 2026)

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5 min read
Apple's app review RSS feed is empty now — here's what the App Store itself uses

Apple's app review RSS feed is empty now — here's what the App Store itself uses

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4 min read
Korean cosmetic labels are in Korean. I mapped 50,000 ingredient entries to English INCI names — here's what matched and what broke.

Korean cosmetic labels are in Korean. I mapped 50,000 ingredient entries to English INCI names — here's what matched and what broke.

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4 min read
Scrapy vs BeautifulSoup for Public-Data Collection: Where Each One Starts Costing You

Scrapy vs BeautifulSoup for Public-Data Collection: Where Each One Starts Costing You

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2 min read
I checked a million free proxies. One in five of the working ones rewrote my pages.

I checked a million free proxies. One in five of the working ones rewrote my pages.

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3 min read
LinkedIn's Own JSON-LD Lists One of Satya Nadella's Three Schools

LinkedIn's Own JSON-LD Lists One of Satya Nadella's Three Schools

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6 min read
Apple's review feed went quiet, and my scraper believed it

Apple's review feed went quiet, and my scraper believed it

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7 min read
AI Agent Web Scraping Playwright: Zero-Cost 45s Blueprint

AI Agent Web Scraping Playwright: Zero-Cost 45s Blueprint

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8 min read
I searched Google Hotels for a city that does not exist. It found five hotels.

I searched Google Hotels for a city that does not exist. It found five hotels.

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7 min read
Proxy bills are up and AI scraping is coming. What that means if you sell Apify Actors

Proxy bills are up and AI scraping is coming. What that means if you sell Apify Actors

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3 min read
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