Sentencing disparities.
How outcomes for similar offenses can differ dramatically depending on jurisdiction, judge, and defendant characteristics, and what the data shows. Serious documentary tone, data-forward, responsible framing.
What works in this niche
- Leading with comparable case pairs that reveal a disparity through contrast
- Sentencing data charts that show the statistical distribution rather than individual outliers
- Explaining the mechanism, whether guideline design, prosecutorial discretion, or judicial variation
- Presenting research on explanatory factors honestly, including contested ones
- Closing on the reform proposals that published evidence supports
Format: 10 to 15 minute documentary explainers over sentencing data charts, case comparisons, and B-roll. Documentary voice, pattern-then-mechanism-then-data structure, re-hook at 90 seconds.
Hook patterns that earn clicks
- Data shock: the range of outcomes for identical offenses in different courtrooms
- Question hook: what explains the sentence when the offense is the same
- Contrarian: mandatory minimums were designed to reduce disparity and in some measures increased it
Sub-niches to mine
Narrower angles inside this niche with room to own a lane.
- Guideline systems designed to reduce disparity and whether they worked
- Prosecutorial charging decisions that precede the sentence
- Geographic variation in outcomes for the same federal offense
- The effect of mandatory minimums on the distribution of sentences
- Data on judicial discretion and what predicts its exercise
- Sentence length variation across comparable international systems
Top performers we track
Anonymized to protect operators. Revenue figures are estimates from public engagement, not declared earnings.
Common pitfalls
- Asserting causation from correlational sentencing data without flagging the limits
- Identifying specific defendants in a way that re-publicizes individuals who have served their time
- Presenting one explanatory factor as the sole cause when the research shows multiple
- Wading into policy advocacy beyond what the evidence supports
FAQ
How do I present this without it becoming a political statement?
Report what the published sentencing research finds, cite methodology, acknowledge competing explanations, and present reform proposals as proposals with the evidence for and against each.
Where do I source sentencing data?
Sentencing commission reports, court statistics, and published criminology research supply the foundation. Disaggregated data by offense, jurisdiction, and outcome is often publicly available.
Why the higher RPM?
The legal and societal policy framing pulls premium bids. We hold the range conservative while new channels calibrate lower at first.
Want the full pipeline tuned for sentencing disparities?
Script, five A/B titles, SEO description, and thumbnail. Tuned per channel archetype. From operators with 1B+ views.