Film · 2019 · Films · 2010s
Unplanned
Scored from 267 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2010s (13,059 peers).
Summary
Based on the memoir by Abby Johnson, the film follows a young Planned Parenthood clinic director who rises through the organization while believing she is helping women. After a disturbing experience assisting in an ultrasound-guided procedure, she reconsiders her work and crosses over to join the pro-life movement.
Released in 2019, Unplanned is a biography and drama film.
267 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 310 reviewers with at least two reviews each feeds the raw-average track. 13,058 other films from the 2010s form the cohort it is ranked inside. A second review pool sits behind it as well: 428 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately.
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 Unplanned 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 267.
Cohort: Films · 2010s
