Film · 2003 · Films · 2000s
From Justin to Kelly
Scored from 162 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
During spring break in Fort Lauderdale, Texas waitress Kelly and Pennsylvania college student Justin meet on the beach and fall for each other amid singing, dancing, and beach parties. Their budding romance is repeatedly derailed by meddling friends, miscommunications, and a scheming rival, forcing them to sort out the misunderstandings before the break ends.
From Justin to Kelly is a 2003 comedy, music and musical film. Its comedy subtype is Romcom.
A second review pool sits behind it as well: 1,230 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately. 7,846 other films from the 2000s form the cohort it is ranked inside. 162 IMDb reviewers rate with enough spread for a personal baseline to be measured, and those are the ones the calibrated score reads; a separate, broader pool of 176 reviewers with at least two reviews each feeds the raw-average track.
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 From Justin to Kelly 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 · 2000s (7,847 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 162.
Cohort: Films · 2000s
