{"title":"Best World War II Movies","theme":"world war ii","url":"https://framethrower.ai/list/world-war-ii","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":77,"listedFilms":44,"frames":6306,"baselineFrames":404689},"signature":[{"element":"military cap","timesMoreCommonThanBaseline":14.08,"shareOfThemeFrames":0.00427,"shareOfCatalogueFrames":0.0003,"observedInFrames":155},{"element":"soldier","timesMoreCommonThanBaseline":13.23,"shareOfThemeFrames":0.01987,"shareOfCatalogueFrames":0.0015,"observedInFrames":722},{"element":"military uniform","timesMoreCommonThanBaseline":12.43,"shareOfThemeFrames":0.01277,"shareOfCatalogueFrames":0.00103,"observedInFrames":464},{"element":"military jacket","timesMoreCommonThanBaseline":12.15,"shareOfThemeFrames":0.00325,"shareOfCatalogueFrames":0.00027,"observedInFrames":118},{"element":"soldiers","timesMoreCommonThanBaseline":10.39,"shareOfThemeFrames":0.00394,"shareOfCatalogueFrames":0.00038,"observedInFrames":143},{"element":"peaked cap","timesMoreCommonThanBaseline":9.45,"shareOfThemeFrames":0.0033,"shareOfCatalogueFrames":0.00035,"observedInFrames":120},{"element":"helmet","timesMoreCommonThanBaseline":5.54,"shareOfThemeFrames":0.00586,"shareOfCatalogueFrames":0.00106,"observedInFrames":213},{"element":"rifle","timesMoreCommonThanBaseline":5.54,"shareOfThemeFrames":0.00691,"shareOfCatalogueFrames":0.00125,"observedInFrames":251}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.5362,"shareOfCatalogueFrames":0.4253,"ratio":1.26},{"axis":"shot_size","value":"wide","shareOfThemeFrames":0.2433,"shareOfCatalogueFrames":0.1952,"ratio":1.25},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8435,"shareOfCatalogueFrames":0.6903,"ratio":1.22}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.544,"ratio":1.2},{"hue":"red","share":0.127,"ratio":0.84},{"hue":"blue","share":0.117,"ratio":0.67},{"hue":"yellow","share":0.08,"ratio":1.05}],"meanSaturation":0.152,"baselineSaturation":0.234,"meanLuminance":0.412,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Come and See","year":1985,"director":"Elem Klimov","cinematographer":"Alexey Rodionov","exemplarScore":1.518,"framesIndexed":61,"url":"https://framethrower.ai/film/come-and-see-1985"},{"rank":2,"title":"Fury","year":2014,"director":"David Ayer","cinematographer":"Roman Vasyanov","exemplarScore":1.467,"framesIndexed":123,"url":"https://framethrower.ai/film/fury-2014"},{"rank":3,"title":"The Great Dictator","year":1940,"director":"Charlie Chaplin","cinematographer":"Karl Struss","exemplarScore":1.427,"framesIndexed":65,"url":"https://framethrower.ai/film/the-great-dictator-1940"},{"rank":4,"title":"Valkyrie","year":2008,"director":"Bryan Singer","cinematographer":"Newton Thomas Sigel","exemplarScore":1.376,"framesIndexed":64,"url":"https://framethrower.ai/film/valkyrie-2008"},{"rank":5,"title":"Overlord","year":2018,"director":"Julius Avery","cinematographer":"Fabian Wagner","exemplarScore":1.37,"framesIndexed":48,"url":"https://framethrower.ai/film/overlord-2018"},{"rank":6,"title":"Saving Private Ryan","year":1998,"director":"Steven Spielberg","cinematographer":"Janusz Kamiński","exemplarScore":1.296,"framesIndexed":72,"url":"https://framethrower.ai/film/saving-private-ryan-1998"},{"rank":7,"title":"Dunkirk","year":2017,"director":"Christopher Nolan","cinematographer":"Hoyte van Hoytema","exemplarScore":1.292,"framesIndexed":51,"url":"https://framethrower.ai/film/dunkirk-2017"},{"rank":8,"title":"Inglourious Basterds","year":2009,"director":"Quentin Tarantino","cinematographer":"Robert Richardson","exemplarScore":1.219,"framesIndexed":64,"url":"https://framethrower.ai/film/inglourious-basterds-2009"},{"rank":9,"title":"Patton","year":1970,"director":"Franklin J. Schaffner","cinematographer":"Fred J. Koenekamp","exemplarScore":1.157,"framesIndexed":65,"url":"https://framethrower.ai/film/patton-1970"},{"rank":10,"title":"The Thin Red Line","year":null,"director":"Terrence Malick","cinematographer":"John Toll","exemplarScore":1.133,"framesIndexed":65,"url":"https://framethrower.ai/film/the-thin-red-line"}],"outlier":{"title":"The Brutalist","year":2024,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}