Film · 2010 · Films · 2010s
Valentine's Day
Scored from 231 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2010s (13,059 peers).
Summary
Interconnected stories follow a group of Los Angeles residents as they navigate love, heartbreak, and unexpected connections over the course of a single Valentine's Day. A florist plans to propose to his girlfriend, a grade-school teacher confronts a surprise, and various couples, singles, and strangers cross paths as the holiday forces everyone to reckon with what romance means to them.
Valentine's Day is a 2010 comedy and romance film. Inside comedy it is classed as Romcom.
The calibrated figure is built from 231 reviewers whose rating history varies enough to place their own average. A broader pool of 237 reviewers with two or more reviews feeds the raw-average track instead. Its in-cohort standing is measured against the other 13,058 2010s films, not against the whole corpus.
How the score was built
We compare the reviewers of this title against every other title those same people reviewed. Each review is scored relative to the reviewer's own baseline — a 7/10 from a hard grader sits well above their average, while a 7/10 from a generous grader sits below theirs. Every reviewer then counts the same, so the result is a calibrated consensus rather than a raw average.
- Global percentile
- Where Valentine's Day lands against every title we rank.
- In-cohort percentile
- The same comparison narrowed to its cohort — titles of the same format released in the same decade. A 1970s film is judged against 1970s films, not against last year's streaming series. Ranked against Films · 2010s (13,059 titles).
- AI-adjusted percentile
- The same reviewer-normalized score, corrected for how much confidence the sample supports: thin samples are pulled toward the corpus average. Each title keeps the share n / (n + 53) of its measured distance from the average, where n is its calibrated-reviewer count, and the result is ranked on the same scale as the global percentile.53 is the median sample size across everything we rank. Here n is 231.
Cohort: Films · 2010s
