{"title":"Best Gangster Movies","theme":"gangster","url":"https://framethrower.ai/list/gangster","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":62,"listedFilms":50,"frames":4579,"baselineFrames":404689},"signature":[{"element":"fedora","timesMoreCommonThanBaseline":5.12,"shareOfThemeFrames":0.01127,"shareOfCatalogueFrames":0.0022,"observedInFrames":299},{"element":"handgun","timesMoreCommonThanBaseline":3.61,"shareOfThemeFrames":0.00479,"shareOfCatalogueFrames":0.00133,"observedInFrames":127},{"element":"suit jacket","timesMoreCommonThanBaseline":2.5,"shareOfThemeFrames":0.01512,"shareOfCatalogueFrames":0.00604,"observedInFrames":401},{"element":"leather jacket","timesMoreCommonThanBaseline":2.5,"shareOfThemeFrames":0.00656,"shareOfCatalogueFrames":0.00262,"observedInFrames":174},{"element":"trench coat","timesMoreCommonThanBaseline":2.46,"shareOfThemeFrames":0.00403,"shareOfCatalogueFrames":0.00164,"observedInFrames":107},{"element":"necktie","timesMoreCommonThanBaseline":2.41,"shareOfThemeFrames":0.00664,"shareOfCatalogueFrames":0.00275,"observedInFrames":176},{"element":"tie","timesMoreCommonThanBaseline":2.27,"shareOfThemeFrames":0.00848,"shareOfCatalogueFrames":0.00374,"observedInFrames":225},{"element":"neon sign","timesMoreCommonThanBaseline":2.08,"shareOfThemeFrames":0.00422,"shareOfCatalogueFrames":0.00203,"observedInFrames":112}],"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":0.5201,"shareOfCatalogueFrames":0.3929,"ratio":1.32},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.5519,"shareOfCatalogueFrames":0.4219,"ratio":1.31},{"axis":"v4_lighting_key","value":"natural","shareOfThemeFrames":0.3352,"shareOfCatalogueFrames":0.436,"ratio":0.77},{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.3344,"shareOfCatalogueFrames":0.4253,"ratio":0.79},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8286,"shareOfCatalogueFrames":0.6903,"ratio":1.2}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.466,"ratio":1.03},{"hue":"red","share":0.179,"ratio":1.18},{"hue":"blue","share":0.143,"ratio":0.82},{"hue":"yellow","share":0.069,"ratio":0.9}],"meanSaturation":0.226,"baselineSaturation":0.234,"meanLuminance":0.403,"baselineLuminance":0.434},"films":[{"rank":1,"title":"White Heat","year":1949,"director":"Raoul Walsh","cinematographer":"Sidney Hickox","exemplarScore":1.62,"framesIndexed":65,"url":"https://framethrower.ai/film/white-heat-1949"},{"rank":2,"title":"Gangster Squad","year":2013,"director":"Ruben Fleischer","cinematographer":"Dion Beebe","exemplarScore":1.564,"framesIndexed":61,"url":"https://framethrower.ai/film/gangster-squad-2013"},{"rank":3,"title":"The French Connection","year":1971,"director":"William Friedkin","cinematographer":"Owen Roizman","exemplarScore":1.52,"framesIndexed":65,"url":"https://framethrower.ai/film/the-french-connection-1971"},{"rank":4,"title":"Touch of Evil","year":1958,"director":"Orson Welles","cinematographer":"Russell Metty","exemplarScore":1.376,"framesIndexed":64,"url":"https://framethrower.ai/film/touch-of-evil-1958"},{"rank":5,"title":"Once Upon A Time In America","year":1984,"director":"Sergio Leone","cinematographer":"Tonino Delli Colli","exemplarScore":1.243,"framesIndexed":65,"url":"https://framethrower.ai/film/once-upon-a-time-in-america-1984"},{"rank":6,"title":"Dick Tracy","year":1990,"director":"Warren Beatty","cinematographer":"Vittorio Storaro","exemplarScore":1.246,"framesIndexed":74,"url":"https://framethrower.ai/film/dick-tracy-1990"},{"rank":7,"title":"The Godfather","year":1972,"director":"Francis Ford Coppola","cinematographer":"Gordon Willis","exemplarScore":1.187,"framesIndexed":61,"url":"https://framethrower.ai/film/the-godfather-1972"},{"rank":8,"title":"The Untouchables","year":1987,"director":"Brian De Palma","cinematographer":"Stephen H. Burum","exemplarScore":1.199,"framesIndexed":66,"url":"https://framethrower.ai/film/the-untouchables-1987"},{"rank":9,"title":"Key Largo","year":1948,"director":"John Huston","cinematographer":"Karl Freund","exemplarScore":1.224,"framesIndexed":49,"url":"https://framethrower.ai/film/key-largo-1948"},{"rank":10,"title":"Carlito’s Way","year":1993,"director":"Brian De Palma","cinematographer":"Stephen H. Burum","exemplarScore":1.167,"framesIndexed":66,"url":"https://framethrower.ai/film/carlitos-way-1993"}],"outlier":{"title":"Dogman","year":2023,"exemplarScore":0.089,"note":"Carries the least of what the rest of the list is made of."}}