{"title":"Best Civil War Movies","theme":"civil war","url":"https://framethrower.ai/list/civil-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":16,"listedFilms":13,"frames":1208,"baselineFrames":404689},"signature":[{"element":"rifle","timesMoreCommonThanBaseline":7.06,"shareOfThemeFrames":0.00881,"shareOfCatalogueFrames":0.00125,"observedInFrames":62},{"element":"horse","timesMoreCommonThanBaseline":6.06,"shareOfThemeFrames":0.00952,"shareOfCatalogueFrames":0.00157,"observedInFrames":67},{"element":"soldier","timesMoreCommonThanBaseline":4.54,"shareOfThemeFrames":0.00682,"shareOfCatalogueFrames":0.0015,"observedInFrames":48},{"element":"hat","timesMoreCommonThanBaseline":4.33,"shareOfThemeFrames":0.00739,"shareOfCatalogueFrames":0.00171,"observedInFrames":52},{"element":"military uniform","timesMoreCommonThanBaseline":3.46,"shareOfThemeFrames":0.00355,"shareOfCatalogueFrames":0.00103,"observedInFrames":25},{"element":"mountain","timesMoreCommonThanBaseline":3.23,"shareOfThemeFrames":0.00469,"shareOfCatalogueFrames":0.00145,"observedInFrames":33},{"element":"smoke","timesMoreCommonThanBaseline":2.39,"shareOfThemeFrames":0.00483,"shareOfCatalogueFrames":0.00202,"observedInFrames":34},{"element":"dirt","timesMoreCommonThanBaseline":2.36,"shareOfThemeFrames":0.00384,"shareOfCatalogueFrames":0.00163,"observedInFrames":27}],"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":0.3239,"shareOfCatalogueFrames":0.1952,"ratio":1.66},{"axis":"shot_size","value":"closeup","shareOfThemeFrames":0.1607,"shareOfCatalogueFrames":0.2073,"ratio":0.78},{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.5265,"shareOfCatalogueFrames":0.4253,"ratio":1.24},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8528,"shareOfCatalogueFrames":0.6903,"ratio":1.24}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.618,"ratio":1.36},{"hue":"blue","share":0.126,"ratio":0.73},{"hue":"red","share":0.093,"ratio":0.62},{"hue":"green","share":0.068,"ratio":1.13}],"meanSaturation":0.256,"baselineSaturation":0.234,"meanLuminance":0.414,"baselineLuminance":0.434},"films":[{"rank":1,"title":"The Wind That Shakes the Barley","year":2006,"director":"Ken Loach","cinematographer":"Barry Ackroyd","exemplarScore":1.098,"framesIndexed":63,"url":"https://framethrower.ai/film/the-wind-that-shakes-the-barley-2006"},{"rank":2,"title":"In A Valley of Violence","year":2016,"director":"Ti West","cinematographer":"Eric Robbins","exemplarScore":1.104,"framesIndexed":51,"url":"https://framethrower.ai/film/in-a-valley-of-violence-2016"},{"rank":3,"title":"Cold Mountain","year":2003,"director":"Anthony Minghella","cinematographer":"John Seale","exemplarScore":0.971,"framesIndexed":67,"url":"https://framethrower.ai/film/cold-mountain-2003"},{"rank":4,"title":"Civil War","year":2024,"director":"Alex Garland","cinematographer":"Rob Hardy","exemplarScore":0.956,"framesIndexed":66,"url":"https://framethrower.ai/film/civil-war-2024"},{"rank":5,"title":"Beasts of No Nation","year":2015,"director":"Cary Joji Fukunaga","cinematographer":"Cary Joji Fukunaga","exemplarScore":0.947,"framesIndexed":64,"url":"https://framethrower.ai/film/beasts-of-no-nation-2015"},{"rank":6,"title":"Gone with the Wind","year":1939,"director":"Victor Fleming","cinematographer":"Ernest Haller","exemplarScore":0.852,"framesIndexed":288,"url":"https://framethrower.ai/film/gone-with-the-wind-1939"},{"rank":7,"title":"Lord of War","year":2005,"director":"Andrew Niccol","cinematographer":"Amir Mokri","exemplarScore":0.806,"framesIndexed":65,"url":"https://framethrower.ai/film/lord-of-war-2005"},{"rank":8,"title":"War for the Planet of the Apes","year":2017,"director":"Matt Reeves","cinematographer":"Michael Seresin","exemplarScore":0.745,"framesIndexed":64,"url":"https://framethrower.ai/film/war-for-the-planet-of-the-apes-2017"},{"rank":9,"title":"The Leopard","year":1963,"director":"Luchino Visconti","cinematographer":"Giuseppe Rotunno","exemplarScore":0.689,"framesIndexed":65,"url":"https://framethrower.ai/film/the-leopard-1963"},{"rank":10,"title":"The Killing Fields","year":1984,"director":"Roland Joffé","cinematographer":"Chris Menges","exemplarScore":0.572,"framesIndexed":47,"url":"https://framethrower.ai/film/the-killing-fields-1984"}],"outlier":{"title":"Michael Collins","year":1996,"exemplarScore":0.408,"note":"Carries the least of what the rest of the list is made of."}}