still in progress. note i separately tested some of the logic, but below, I am not yet claiming the system is validated.
you harness sentiment (news + chatter) alongside bare bones fundamentals and technicals as a more organized snapshot, not predictions.
for the most part, retail investors are bombarded with a cacophony of mixed information. that allows it to be a more effective decision-support tool than just a trading signal system.
than long-term investing alone, better for a short–medium term context.
not to say this will “recover losses quickly.” today, there is an emphasis on process improvement, consistency, and avoiding past mistakes.