Data Scraping Resources and Guides

How To Validate Any API Response with Great Expectations (GX)

Learn how to validate API responses in Python with Great Expectations (GX Core), quarantine bad batches, and store only clean results in DuckDB

The Hidden Costs of Managing Too Many Online Accounts

8 Python Projects That Turn Scripts Into Systems

Instagram Banned 7 Accounts in 4 Days: What Actually Worked

The $60K/year Web Scraping Tax: Why Every Developer's "Simple" Script Becomes an AWS Nightmare

How Developers Use Search Data to Understand and Track AI-Driven Search Results

4 Data Points to Capture After Road Incidents

LinkedIn Banned My Scraper 3 Times. Here's the Architecture That Finally Worked

Simplified Startup Growth: Smarter Data Conversion and Compliance Systems

I Built a Self-Hosted Google Trends Alternative with DuckDB

Track SERP rankings, title changes, and competitor data Google Trends won’t show. Built with Python, DuckDB, and a CLI-first approach.