{"title":"Best Biography Movies","theme":"biography","url":"https://framethrower.ai/list/biography","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":164,"listedFilms":104,"frames":13239,"baselineFrames":404689},"signature":[{"element":"microphone","timesMoreCommonThanBaseline":2.78,"shareOfThemeFrames":0.00548,"shareOfCatalogueFrames":0.00197,"observedInFrames":419},{"element":"necktie","timesMoreCommonThanBaseline":1.78,"shareOfThemeFrames":0.00491,"shareOfCatalogueFrames":0.00275,"observedInFrames":375},{"element":"fedora","timesMoreCommonThanBaseline":1.77,"shareOfThemeFrames":0.0039,"shareOfCatalogueFrames":0.0022,"observedInFrames":298},{"element":"suit","timesMoreCommonThanBaseline":1.77,"shareOfThemeFrames":0.00308,"shareOfCatalogueFrames":0.00174,"observedInFrames":235},{"element":"wood paneling","timesMoreCommonThanBaseline":1.74,"shareOfThemeFrames":0.00312,"shareOfCatalogueFrames":0.00179,"observedInFrames":238},{"element":"tie","timesMoreCommonThanBaseline":1.71,"shareOfThemeFrames":0.0064,"shareOfCatalogueFrames":0.00374,"observedInFrames":489},{"element":"suit jacket","timesMoreCommonThanBaseline":1.71,"shareOfThemeFrames":0.01033,"shareOfCatalogueFrames":0.00604,"observedInFrames":789},{"element":"glasses","timesMoreCommonThanBaseline":1.61,"shareOfThemeFrames":0.0083,"shareOfCatalogueFrames":0.00515,"observedInFrames":634}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8678,"shareOfCatalogueFrames":0.6903,"ratio":1.26}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.533,"ratio":1.17},{"hue":"blue","share":0.137,"ratio":0.79},{"hue":"red","share":0.124,"ratio":0.82},{"hue":"yellow","share":0.091,"ratio":1.19}],"meanSaturation":0.21,"baselineSaturation":0.234,"meanLuminance":0.432,"baselineLuminance":0.434},"films":[{"rank":1,"title":"The King’s Speech","year":2010,"director":"Tom Hooper","cinematographer":"Danny Cohen","exemplarScore":1.698,"framesIndexed":65,"url":"https://framethrower.ai/film/the-kings-speech-2010"},{"rank":2,"title":"Malcolm X","year":1992,"director":"Spike Lee","cinematographer":"Ernest R. Dickerson","exemplarScore":1.689,"framesIndexed":67,"url":"https://framethrower.ai/film/malcolm-x-1992"},{"rank":3,"title":"Oppenheimer","year":2023,"director":"Christopher Nolan","cinematographer":"Hoyte van Hoytema","exemplarScore":1.616,"framesIndexed":73,"url":"https://framethrower.ai/film/oppenheimer-2023"},{"rank":4,"title":"Mank","year":2020,"director":"David Fincher","cinematographer":"Erik Messerschmidt","exemplarScore":1.623,"framesIndexed":54,"url":"https://framethrower.ai/film/mank-2020"},{"rank":5,"title":"Pawn Sacrifice","year":2014,"director":"Edward Zwick","cinematographer":"Bradford Young","exemplarScore":1.577,"framesIndexed":64,"url":"https://framethrower.ai/film/pawn-sacrifice-2014"},{"rank":6,"title":"Catch Me If You Can","year":2002,"director":"Steven Spielberg","cinematographer":"Janusz Kamiński","exemplarScore":1.477,"framesIndexed":67,"url":"https://framethrower.ai/film/catch-me-if-you-can-2002"},{"rank":7,"title":"Milk","year":2008,"director":"Gus Van Sant","cinematographer":"Harris Savides","exemplarScore":1.469,"framesIndexed":66,"url":"https://framethrower.ai/film/milk-2008"},{"rank":8,"title":"The Aviator","year":2004,"director":"Martin Scorsese","cinematographer":"Robert Richardson","exemplarScore":1.442,"framesIndexed":70,"url":"https://framethrower.ai/film/the-aviator-2004"},{"rank":9,"title":"The Eyes of Tammy Faye","year":2021,"director":"Michael Showalter","cinematographer":"Mike Gioulakis","exemplarScore":1.471,"framesIndexed":60,"url":"https://framethrower.ai/film/the-eyes-of-tammy-faye-2021"},{"rank":10,"title":"One Life","year":2023,"director":"James Hawes","cinematographer":"Zac Nicholson","exemplarScore":1.457,"framesIndexed":164,"url":"https://framethrower.ai/film/one-life-2023"}],"outlier":{"title":"Tracks","year":2013,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}