{"title":"Best Police Corruption Movies","theme":"police corruption","url":"https://framethrower.ai/list/police-corruption","source":"FrameThrower","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/","scope":"Covers these measurements only — the ratios, counts and rankings computed by FrameThrower. The film frames they are derived from are not licensed and no rights to them are granted.","attribution":"FrameThrower — https://framethrower.ai"},"method":"Per-frame tags (shot size, lighting key, time of day, camera angle, colour, visible objects) aggregated across the films carrying this theme, expressed as a ratio against the same measurement over the whole catalogue. Films ranked by how closely they match the theme's over-indexed elements, weighted by how distinctive each element is; one film per series.","sample":{"films":21,"listedFilms":15,"frames":1501,"baselineFrames":404689},"signature":[{"element":"police officer","timesMoreCommonThanBaseline":6.31,"shareOfThemeFrames":0.00593,"shareOfCatalogueFrames":0.00094,"observedInFrames":51},{"element":"tactical vest","timesMoreCommonThanBaseline":4.43,"shareOfThemeFrames":0.00361,"shareOfCatalogueFrames":0.00081,"observedInFrames":31},{"element":"handgun","timesMoreCommonThanBaseline":4.29,"shareOfThemeFrames":0.0057,"shareOfCatalogueFrames":0.00133,"observedInFrames":49},{"element":"desk lamp","timesMoreCommonThanBaseline":2.91,"shareOfThemeFrames":0.00384,"shareOfCatalogueFrames":0.00132,"observedInFrames":33},{"element":"dress shirt","timesMoreCommonThanBaseline":2.45,"shareOfThemeFrames":0.00302,"shareOfCatalogueFrames":0.00123,"observedInFrames":26},{"element":"wristwatch","timesMoreCommonThanBaseline":2.31,"shareOfThemeFrames":0.00302,"shareOfCatalogueFrames":0.00131,"observedInFrames":26},{"element":"steering wheel","timesMoreCommonThanBaseline":2.16,"shareOfThemeFrames":0.00396,"shareOfCatalogueFrames":0.00183,"observedInFrames":34},{"element":"asphalt","timesMoreCommonThanBaseline":2.15,"shareOfThemeFrames":0.00407,"shareOfCatalogueFrames":0.00189,"observedInFrames":35}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.497,"shareOfCatalogueFrames":0.3929,"ratio":1.26},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8641,"shareOfCatalogueFrames":0.6903,"ratio":1.25}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.452,"ratio":0.99},{"hue":"blue","share":0.169,"ratio":0.97},{"hue":"red","share":0.163,"ratio":1.08},{"hue":"cyan","share":0.075,"ratio":1.34}],"meanSaturation":0.231,"baselineSaturation":0.234,"meanLuminance":0.399,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Bad Boys","year":1995,"director":"Michael Bay","cinematographer":"Howard Atherton","exemplarScore":1.343,"framesIndexed":58,"url":"https://framethrower.ai/film/bad-boys-1995"},{"rank":2,"title":"Rebel Ridge","year":2024,"director":"Jeremy Saulnier","cinematographer":"David Gallego","exemplarScore":1.338,"framesIndexed":65,"url":"https://framethrower.ai/film/rebel-ridge-2024"},{"rank":3,"title":"Sabotage","year":2014,"director":"David Ayer","cinematographer":"Bruce McCleery","exemplarScore":1.239,"framesIndexed":71,"url":"https://framethrower.ai/film/sabotage-2014"},{"rank":4,"title":"Training Day","year":2001,"director":"Antoine Fuqua","cinematographer":"Mauro Fiore","exemplarScore":1.206,"framesIndexed":63,"url":"https://framethrower.ai/film/training-day-2001"},{"rank":5,"title":"Cop Land","year":1997,"director":"James Mangold","cinematographer":"Eric Alan Edwards","exemplarScore":1.098,"framesIndexed":149,"url":"https://framethrower.ai/film/cop-land-1997"},{"rank":6,"title":"Batman: Year One","year":2011,"director":"Sam Liu","cinematographer":null,"exemplarScore":1.036,"framesIndexed":68,"url":"https://framethrower.ai/film/batman-year-one-2011"},{"rank":7,"title":"Bad Lieutenant: Port Of Call New Orleans","year":2009,"director":"Werner Herzog","cinematographer":"Peter Zeitlinger","exemplarScore":0.913,"framesIndexed":64,"url":"https://framethrower.ai/film/bad-lieutenant-port-of-call-new-orleans-2009"},{"rank":8,"title":"The Usual Suspects","year":null,"director":"Bryan Singer","cinematographer":"Newton Thomas Sigel","exemplarScore":0.736,"framesIndexed":65,"url":"https://framethrower.ai/film/the-usual-suspects"},{"rank":9,"title":"Z","year":1969,"director":"Costa-Gavras","cinematographer":"Raoul Coutard","exemplarScore":0.766,"framesIndexed":65,"url":"https://framethrower.ai/film/z-1969"},{"rank":10,"title":"American Gangster","year":2007,"director":"Ridley Scott","cinematographer":"Harris Savides","exemplarScore":0.722,"framesIndexed":65,"url":"https://framethrower.ai/film/american-gangster-2007"}],"outlier":{"title":"Changeling","year":2008,"exemplarScore":0.322,"note":"Carries the least of what the rest of the list is made of."}}