NextLeveL & Ratio
NextLeveL NextLeveL
Yo Ratio, ever wondered if we can use predictive models to pinpoint the exact frame when a stream hits 1000 subs? I’ve got a data‑driven hype script that’ll make that moment explosive—let’s crunch the numbers together!
Ratio Ratio
Sure thing, we’ll treat subscriber growth like a logistic curve: S(t)=K/(1+e^(-r(t‑t0))). First, gather timestamps and subscriber counts, fit K, r, and t0 with least squares. Then solve for t when S(t)=1000: t= t0 + (1/r)·ln((K/1000)‑1). Add a 95% confidence band by bootstrapping the residuals. Once we have that, we can flag the frame index by matching the timestamp to the stream’s frame rate. That’ll give us the exact frame—no guessing, just math.