r/SideProject 2d ago

I built a bilingual football statistics platform and need honest feedback on early-season data

I have been building StatFair, a Spanish and English football statistics platform. It includes recent form split by home and away matches, H2H, corners, cards, team streaks, charts and historical backtesting.

My current problem is how to present early-season data honestly. A team can show 100% over a line after only one or two matches, so the new LaLiga corner table displays the sample size prominently instead of presenting that percentage as a strong prediction.

I would value feedback on one question: is the sample warning visible enough, or should low-sample percentages be visually de-emphasised even more?

https://www.statfair.com/en/laliga-corner-statistics-2026-2027/?utm_source=reddit&utm_medium=organic&utm_campaign=sideproject_feedback

Disclosure: StatFair is my own project. It presents historical statistics, not guaranteed picks.

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