{"title":"Best Resistance Movies","theme":"resistance","url":"https://framethrower.ai/list/resistance","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":13,"listedFilms":11,"frames":836,"baselineFrames":404689},"signature":[{"element":"military uniform","timesMoreCommonThanBaseline":7.84,"shareOfThemeFrames":0.00806,"shareOfCatalogueFrames":0.00103,"observedInFrames":39},{"element":"soldier","timesMoreCommonThanBaseline":4.4,"shareOfThemeFrames":0.00661,"shareOfCatalogueFrames":0.0015,"observedInFrames":32},{"element":"mountain","timesMoreCommonThanBaseline":3.7,"shareOfThemeFrames":0.00537,"shareOfCatalogueFrames":0.00145,"observedInFrames":26},{"element":"boy","timesMoreCommonThanBaseline":2.66,"shareOfThemeFrames":0.00744,"shareOfCatalogueFrames":0.00279,"observedInFrames":36},{"element":"girl","timesMoreCommonThanBaseline":2.43,"shareOfThemeFrames":0.00579,"shareOfCatalogueFrames":0.00238,"observedInFrames":28},{"element":"blood","timesMoreCommonThanBaseline":2.27,"shareOfThemeFrames":0.00723,"shareOfCatalogueFrames":0.00318,"observedInFrames":35},{"element":"jacket","timesMoreCommonThanBaseline":1.78,"shareOfThemeFrames":0.00661,"shareOfCatalogueFrames":0.00371,"observedInFrames":32}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.5252,"shareOfCatalogueFrames":0.3929,"ratio":1.34},{"axis":"shot_size","value":"wide","shareOfThemeFrames":0.2476,"shareOfCatalogueFrames":0.1952,"ratio":1.27},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.5191,"shareOfCatalogueFrames":0.4219,"ratio":1.23},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8345,"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":0.422,"ratio":0.93},{"hue":"blue","share":0.157,"ratio":0.91},{"hue":"red","share":0.148,"ratio":0.98},{"hue":"cyan","share":0.129,"ratio":2.3}],"meanSaturation":0.252,"baselineSaturation":0.234,"meanLuminance":0.378,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Pan’s Labyrinth","year":2006,"director":"Guillermo del Toro","cinematographer":"Guillermo Navarro","exemplarScore":1.087,"framesIndexed":66,"url":"https://framethrower.ai/film/pans-labyrinth-2006"},{"rank":2,"title":"The Pianist","year":2002,"director":"Roman Polanski","cinematographer":"Paweł Edelman","exemplarScore":1.001,"framesIndexed":67,"url":"https://framethrower.ai/film/the-pianist-2002"},{"rank":3,"title":"Valkyrie","year":2008,"director":"Bryan Singer","cinematographer":"Newton Thomas Sigel","exemplarScore":0.953,"framesIndexed":64,"url":"https://framethrower.ai/film/valkyrie-2008"},{"rank":4,"title":"The Sound of Music","year":1965,"director":"Robert Wise","cinematographer":"Ted D. McCord","exemplarScore":0.924,"framesIndexed":65,"url":"https://framethrower.ai/film/the-sound-of-music-1965"},{"rank":5,"title":"Boy Kills World","year":2023,"director":"Moritz Mohr","cinematographer":"Peter Matjasko","exemplarScore":0.91,"framesIndexed":64,"url":"https://framethrower.ai/film/boy-kills-world-2023"},{"rank":6,"title":"The Wind That Shakes the Barley","year":2006,"director":"Ken Loach","cinematographer":"Barry Ackroyd","exemplarScore":0.857,"framesIndexed":63,"url":"https://framethrower.ai/film/the-wind-that-shakes-the-barley-2006"},{"rank":7,"title":"Total Recall","year":1990,"director":"Paul Verhoeven","cinematographer":"Jost Vacano","exemplarScore":0.544,"framesIndexed":77,"url":"https://framethrower.ai/film/total-recall-1990"},{"rank":8,"title":"Au Revoir Les Enfants","year":1987,"director":"Louis Malle","cinematographer":"Renato Berta","exemplarScore":0.451,"framesIndexed":48,"url":"https://framethrower.ai/film/au-revoir-les-enfants-1987"}],"outlier":{"title":"One Battle After Another","year":2025,"exemplarScore":0.255,"note":"Carries the least of what the rest of the list is made of."}}