{"title":"Best Sports Movies","theme":"sports","url":"https://framethrower.ai/list/sports","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":49,"listedFilms":32,"frames":3884,"baselineFrames":404689},"signature":[{"element":"boxer","timesMoreCommonThanBaseline":48.78,"shareOfThemeFrames":0.00362,"shareOfCatalogueFrames":0.00007,"observedInFrames":81},{"element":"crowd","timesMoreCommonThanBaseline":3.53,"shareOfThemeFrames":0.00375,"shareOfCatalogueFrames":0.00106,"observedInFrames":84},{"element":"rope","timesMoreCommonThanBaseline":2.93,"shareOfThemeFrames":0.00317,"shareOfCatalogueFrames":0.00108,"observedInFrames":71},{"element":"baseball cap","timesMoreCommonThanBaseline":2.53,"shareOfThemeFrames":0.00388,"shareOfCatalogueFrames":0.00153,"observedInFrames":87},{"element":"asphalt","timesMoreCommonThanBaseline":2.19,"shareOfThemeFrames":0.00415,"shareOfCatalogueFrames":0.00189,"observedInFrames":93},{"element":"microphone","timesMoreCommonThanBaseline":1.9,"shareOfThemeFrames":0.00375,"shareOfCatalogueFrames":0.00197,"observedInFrames":84},{"element":"t-shirt","timesMoreCommonThanBaseline":1.64,"shareOfThemeFrames":0.00558,"shareOfCatalogueFrames":0.00341,"observedInFrames":125}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"v4_lighting_key","value":"high_key","shareOfThemeFrames":0.1536,"shareOfCatalogueFrames":0.1224,"ratio":1.25},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8458,"shareOfCatalogueFrames":0.6903,"ratio":1.23}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.434,"ratio":0.96},{"hue":"blue","share":0.191,"ratio":1.1},{"hue":"red","share":0.141,"ratio":0.93},{"hue":"yellow","share":0.093,"ratio":1.22}],"meanSaturation":0.22,"baselineSaturation":0.234,"meanLuminance":0.454,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Raging Bull","year":1980,"director":"Martin Scorsese","cinematographer":"Michael Chapman","exemplarScore":1.581,"framesIndexed":65,"url":"https://framethrower.ai/film/raging-bull-1980"},{"rank":2,"title":"Boyka: Undisputed IV","year":2016,"director":"Todor Chapkanov","cinematographer":"Ivan Vatsov","exemplarScore":1.549,"framesIndexed":114,"url":"https://framethrower.ai/film/boyka-undisputed-iv-2016"},{"rank":3,"title":"The Fighter","year":2010,"director":"David O. Russell","cinematographer":"Hoyte van Hoytema","exemplarScore":1.526,"framesIndexed":65,"url":"https://framethrower.ai/film/the-fighter-2010"},{"rank":4,"title":"Bleed for This","year":2016,"director":"Ben Younger","cinematographer":"Larkin Seiple","exemplarScore":1.435,"framesIndexed":117,"url":"https://framethrower.ai/film/bleed-for-this-2016"},{"rank":5,"title":"The Smashing Machine","year":2025,"director":"Benny Safdie","cinematographer":"Maceo Bishop","exemplarScore":1.315,"framesIndexed":155,"url":"https://framethrower.ai/film/the-smashing-machine-2025"},{"rank":6,"title":"Ip Man 2","year":2010,"director":"Wilson Yip","cinematographer":"Poon Hang-Sang","exemplarScore":1.265,"framesIndexed":58,"url":"https://framethrower.ai/film/ip-man-2-2010"},{"rank":7,"title":"Creed","year":2015,"director":"Ryan Coogler","cinematographer":"Maryse Alberti","exemplarScore":1.201,"framesIndexed":51,"url":"https://framethrower.ai/film/creed-2015"},{"rank":8,"title":"The Iron Claw","year":2023,"director":"Sean Durkin","cinematographer":"Mátyás Erdély","exemplarScore":0.909,"framesIndexed":65,"url":"https://framethrower.ai/film/the-iron-claw-2023"},{"rank":9,"title":"Fighting With My Family","year":2019,"director":"Stephen Merchant","cinematographer":"Remi Adefarasin","exemplarScore":0.857,"framesIndexed":65,"url":"https://framethrower.ai/film/fighting-with-my-family-2019"},{"rank":10,"title":"I, Tonya","year":2017,"director":"Craig Gillespie","cinematographer":"Nicolas Karakatsanis","exemplarScore":0.796,"framesIndexed":65,"url":"https://framethrower.ai/film/i-tonya-2017"}],"outlier":{"title":"The Hustler","year":1961,"exemplarScore":0.026,"note":"Carries the least of what the rest of the list is made of."}}