Film · 2000 · Films · 2000s
What Women Want
Scored from 303 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
A chauvinistic Chicago advertising executive suddenly gains the ability to hear women's thoughts after a freak accident. He uses this new power to outmaneuver a female colleague who got the creative director job he wanted, but along the way he gains unexpected insight into the women in his life, including his estranged teenage daughter.
What Women Want (2000) is a film IMDb files under the comedy, fantasy and romance genres. Inside comedy it is classed as Romcom.
Rotten Tomatoes carries a separate audience for the same title, 11,659 of whom clear the calibration test. Its in-cohort standing is measured against the other 7,846 2000s films, not against the whole corpus. The calibrated figure is built from 303 reviewers whose rating history varies enough to place their own average. A broader pool of 308 reviewers with two or more reviews feeds the raw-average track instead.
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 What Women Want 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 303.
Cohort: Films · 2000s
