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Day 28 of improving my Data Science skills
!Cover image for Day 28 of improving my Data Science skillshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A...
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Collecting Real Tourism Listings and Prices at Scale: A Developer’s Guide to Geo-Accurate Data Aggregation
The Geo‑Context Challenge in Tourism Data Aggregation If you’ve ever tried to aggregate data from global travel platforms—Booking.com, Airbnb, Agoda, Expedia—y...
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Holiday Gift Guide 2025: For Developers, Web Scrapers & Everyone In Between
It’s that time of the year when the coffee gets stronger, commits get messier, and everyone agrees to finally refactor that script in January. And let’s be hone...
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I got tired of Reddit's API pricing, so I built a local scraper (and it's free)
Remember when Reddit killed third‑party apps with API pricing changes back in 2023? Yeah, that sucked. Fast forward to 2025, and I’m still feeling the pain. I’m...
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Stop Scraping HTML - There's a better way.
The “API‑First” Reverse Engineering Method One of the most common mistakes developers make is firing up their code editor too early. They open VS Code, pip ins...
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The Modern Scrapy Developer's Guide (Part 1): Building Your First Spider
Scrapy Can Feel Daunting – But It Doesn’t Have To It’s a massive, powerful framework, and the documentation can be overwhelming for a newcomer. Where do you ev...
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Day 26 of improving my Data Science skills
!Cover image for Day 26 of improving my Data Science skillshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A...
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I Needed a Simple Link Preview API for a Chat App, So I Built One
Lessons learned from building a minimal, predictable URL preview API We’re building a platform that connects pet parents with pet care service providers. A real...
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Stop crawling my HTML – use the API
Article URL: https://shkspr.mobi/blog/2025/12/stop-crawling-my-html-you-dickheads-use-the-api/ Comments URL: https://news.ycombinator.com/item?id=46265579 Point...
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Sacrificing accessibility for not getting web scraped
Article URL: https://tilschuenemann.de/projects/sacrificing-accessibility-for-not-getting-web-scraped Comments URL: https://news.ycombinator.com/item?id=4626495...
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How to Build a Real-Time SEC Filing Monitor in Python (Under 50 Lines)
!Cover image for How to Build a Real-Time SEC Filing Monitor in Python Under 50 Lineshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity...
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Building the Ultimate Reddit Scraper: A Full-Featured, API-Free Data Collection Suite
TL;DR I built a complete Reddit scraper suite that requires zero API keys. It includes a Streamlit dashboard, a REST API for integration with tools like Grafana...