Python Web Scraping: A Million Dollar Project Idea walks you through a full build from demo and architecture to a live Streamlit UI, database setup, Amazon scraping logic, competitor gathering and LLM-driven analysis with LangChain and Oxylabs AI Studio. Tim’s got timestamps for every step—project scaffolding, UI S/W, scraping & saving products, competitor searches and insightful AI breakdowns—so you can jump right in where it matters most.
Along the way you’ll snag a 20% discount on Oxylabs’ Web Scraper API (free trial grabbing 2,000 Amazon URLs!), a PyCharm free-forever IDE plan with a one-month Pro trial, plus links to the full GitHub repo and API docs. Oh, and if you really want to level up, check out Tim’s DevLaunch mentorship for real-world project guidance.
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