R3n007/technicalanalysis--Qullamaggie- — reverse-engineered prompt

Build me a stock market analysis project that feels like one place to explore ideas instead of a bunch of disconnected scripts. I want it to cover the basics of technical and quant analysis, with charts, common indicators, price action views, simple screeners, backtesting for trading ideas, portfolio level analysis, pair trading experiments, and some prediction or simulation features. If there is company level data available, include a lightweight fundamental analysis section too.

Please turn it into something I can actually run and use, preferably with a simple interactive dashboard and a clean structure. It should let me load market data, test strategies, compare results, and save outputs or plots. Keep it practical and beginner friendly, but organized enough that I can grow it later.

Use the existing project files as the starting point, clean up anything messy or incomplete, and add a short README that explains how to run it and what each main part does. If you need to, look up current docs online.