{"title":"Best War Movies","theme":"war","url":"https://framethrower.ai/list/war","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":170,"listedFilms":105,"frames":13448,"baselineFrames":404689},"signature":[{"element":"soldier","timesMoreCommonThanBaseline":14.17,"shareOfThemeFrames":0.02128,"shareOfCatalogueFrames":0.0015,"observedInFrames":1651},{"element":"military cap","timesMoreCommonThanBaseline":13.91,"shareOfThemeFrames":0.00421,"shareOfCatalogueFrames":0.0003,"observedInFrames":327},{"element":"soldiers","timesMoreCommonThanBaseline":13.54,"shareOfThemeFrames":0.00513,"shareOfCatalogueFrames":0.00038,"observedInFrames":398},{"element":"military uniform","timesMoreCommonThanBaseline":11.83,"shareOfThemeFrames":0.01215,"shareOfCatalogueFrames":0.00103,"observedInFrames":943},{"element":"rifle","timesMoreCommonThanBaseline":7.66,"shareOfThemeFrames":0.00956,"shareOfCatalogueFrames":0.00125,"observedInFrames":742},{"element":"helmet","timesMoreCommonThanBaseline":5.12,"shareOfThemeFrames":0.00541,"shareOfCatalogueFrames":0.00106,"observedInFrames":420},{"element":"tactical vest","timesMoreCommonThanBaseline":4.15,"shareOfThemeFrames":0.00338,"shareOfCatalogueFrames":0.00081,"observedInFrames":262},{"element":"uniform","timesMoreCommonThanBaseline":4.05,"shareOfThemeFrames":0.0037,"shareOfCatalogueFrames":0.00091,"observedInFrames":287}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"shot_size","value":"wide","shareOfThemeFrames":0.2633,"shareOfCatalogueFrames":0.1952,"ratio":1.35},{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.5476,"shareOfCatalogueFrames":0.4253,"ratio":1.29},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8341,"shareOfCatalogueFrames":0.6903,"ratio":1.21}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.548,"ratio":1.21},{"hue":"blue","share":0.138,"ratio":0.79},{"hue":"red","share":0.107,"ratio":0.7},{"hue":"yellow","share":0.087,"ratio":1.13}],"meanSaturation":0.19,"baselineSaturation":0.234,"meanLuminance":0.413,"baselineLuminance":0.434},"films":[{"rank":1,"title":"All Quiet on the Western Front","year":2022,"director":"Edward Berger","cinematographer":"James Friend","exemplarScore":1.782,"framesIndexed":45,"url":"https://framethrower.ai/film/all-quiet-on-the-western-front-2022"},{"rank":2,"title":"Paths of Glory","year":1957,"director":"Stanley Kubrick","cinematographer":"Georg Krause","exemplarScore":1.688,"framesIndexed":65,"url":"https://framethrower.ai/film/paths-of-glory-1957"},{"rank":3,"title":"1917","year":null,"director":"Sam Mendes","cinematographer":"Roger Deakins","exemplarScore":1.556,"framesIndexed":44,"url":"https://framethrower.ai/film/1917"},{"rank":4,"title":"Platoon","year":1986,"director":"Oliver Stone","cinematographer":"Robert Richardson","exemplarScore":1.509,"framesIndexed":66,"url":"https://framethrower.ai/film/platoon-1986"},{"rank":5,"title":"Full Metal Jacket","year":1987,"director":"Stanley Kubrick","cinematographer":"Douglas Milsome","exemplarScore":1.459,"framesIndexed":66,"url":"https://framethrower.ai/film/full-metal-jacket-1987"},{"rank":6,"title":"Che Part 1 (The Argentine)","year":2008,"director":"Steven Soderbergh","cinematographer":"Steven Soderbergh","exemplarScore":1.446,"framesIndexed":63,"url":"https://framethrower.ai/film/che-part-1-the-argentine-2008"},{"rank":7,"title":"Fury","year":2014,"director":"David Ayer","cinematographer":"Roman Vasyanov","exemplarScore":1.396,"framesIndexed":123,"url":"https://framethrower.ai/film/fury-2014"},{"rank":8,"title":"War Horse","year":2011,"director":"Steven Spielberg","cinematographer":"Janusz Kamiński","exemplarScore":1.396,"framesIndexed":51,"url":"https://framethrower.ai/film/war-horse-2011"},{"rank":9,"title":"The Great Dictator","year":1940,"director":"Charlie Chaplin","cinematographer":"Karl Struss","exemplarScore":1.375,"framesIndexed":65,"url":"https://framethrower.ai/film/the-great-dictator-1940"},{"rank":10,"title":"Heartbreak Ridge","year":1986,"director":"Clint Eastwood","cinematographer":"Jack N. Green","exemplarScore":1.376,"framesIndexed":173,"url":"https://framethrower.ai/film/heartbreak-ridge-1986"}],"outlier":{"title":"Under The Shadow","year":2016,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}