How I Automated My Investment Research With 50 Lines of Python

The Problem: Too Much Noise, Not Enough Signal A while ago, my daily investment routine looked like this: Open multiple tabs Check stock prices Compare volume Look at charts Scan for opportunities Every day, the same process. And the problem wasn't time alone. It was inconsistency. Some days I would miss good setups. Other days I would overanalyze everything. Because I was relying on manual effort. The Shift: From Checking Stocks to Filtering Them At some point, I realized something simple: I do