{"title":"Best 1920s Movies","theme":"1920s","url":"https://framethrower.ai/list/1920s","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":35,"listedFilms":25,"frames":2669,"baselineFrames":404689},"signature":[{"element":"cloche hat","timesMoreCommonThanBaseline":44.33,"shareOfThemeFrames":0.00346,"shareOfCatalogueFrames":0.00008,"observedInFrames":54},{"element":"tuxedo","timesMoreCommonThanBaseline":8.35,"shareOfThemeFrames":0.00634,"shareOfCatalogueFrames":0.00076,"observedInFrames":99},{"element":"wool coat","timesMoreCommonThanBaseline":7.15,"shareOfThemeFrames":0.00333,"shareOfCatalogueFrames":0.00047,"observedInFrames":52},{"element":"bow tie","timesMoreCommonThanBaseline":6.89,"shareOfThemeFrames":0.00391,"shareOfCatalogueFrames":0.00057,"observedInFrames":61},{"element":"vintage car","timesMoreCommonThanBaseline":6.75,"shareOfThemeFrames":0.00461,"shareOfCatalogueFrames":0.00068,"observedInFrames":72},{"element":"overcoat","timesMoreCommonThanBaseline":6.73,"shareOfThemeFrames":0.00429,"shareOfCatalogueFrames":0.00064,"observedInFrames":67},{"element":"fedora","timesMoreCommonThanBaseline":5.53,"shareOfThemeFrames":0.01217,"shareOfCatalogueFrames":0.0022,"observedInFrames":190},{"element":"vest","timesMoreCommonThanBaseline":3.29,"shareOfThemeFrames":0.00519,"shareOfCatalogueFrames":0.00158,"observedInFrames":81}],"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":0.2636,"shareOfCatalogueFrames":0.1952,"ratio":1.35},{"axis":"v4_lighting_key","value":"natural","shareOfThemeFrames":0.3367,"shareOfCatalogueFrames":0.436,"ratio":0.77},{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.4856,"shareOfCatalogueFrames":0.3929,"ratio":1.24},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8296,"shareOfCatalogueFrames":0.6903,"ratio":1.2}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.578,"ratio":1.27},{"hue":"red","share":0.138,"ratio":0.91},{"hue":"blue","share":0.133,"ratio":0.77},{"hue":"yellow","share":0.069,"ratio":0.91}],"meanSaturation":0.224,"baselineSaturation":0.234,"meanLuminance":0.413,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Fantastic Beasts and Where to Find Them","year":2016,"director":"David Yates","cinematographer":"Philippe Rousselot","exemplarScore":1.322,"framesIndexed":129,"url":"https://framethrower.ai/film/fantastic-beasts-and-where-to-find-them-2016"},{"rank":2,"title":"The Great Gatsby","year":2013,"director":"Baz Luhrmann","cinematographer":"Simon Duggan","exemplarScore":1.268,"framesIndexed":242,"url":"https://framethrower.ai/film/the-great-gatsby-2013"},{"rank":3,"title":"The Artist","year":2011,"director":"Michel Hazanavicius","cinematographer":"Guillaume Schiffman","exemplarScore":1.173,"framesIndexed":66,"url":"https://framethrower.ai/film/the-artist-2011"},{"rank":4,"title":"Changeling","year":2008,"director":"Clint Eastwood","cinematographer":"Tom Stern","exemplarScore":1.127,"framesIndexed":66,"url":"https://framethrower.ai/film/changeling-2008"},{"rank":5,"title":"Once Upon A Time In America","year":1984,"director":"Sergio Leone","cinematographer":"Tonino Delli Colli","exemplarScore":1.041,"framesIndexed":65,"url":"https://framethrower.ai/film/once-upon-a-time-in-america-1984"},{"rank":6,"title":"Miller’s Crossing","year":1990,"director":"Joel Coen","cinematographer":"Barry Sonnenfeld","exemplarScore":1.042,"framesIndexed":60,"url":"https://framethrower.ai/film/millers-crossing-1990"},{"rank":7,"title":"Singin’ in the Rain","year":1952,"director":"Stanley Donen","cinematographer":"Harold Rosson","exemplarScore":1.015,"framesIndexed":65,"url":"https://framethrower.ai/film/singin-in-the-rain-1952"},{"rank":8,"title":"Live By Night","year":2016,"director":"Ben Affleck","cinematographer":"Robert Richardson","exemplarScore":1.015,"framesIndexed":48,"url":"https://framethrower.ai/film/live-by-night-2016"},{"rank":9,"title":"The Danish Girl","year":2015,"director":"Tom Hooper","cinematographer":"Danny Cohen","exemplarScore":0.749,"framesIndexed":63,"url":"https://framethrower.ai/film/the-danish-girl-2015"},{"rank":10,"title":"Babylon","year":2022,"director":"Damien Chazelle","cinematographer":"Linus Sandgren","exemplarScore":0.698,"framesIndexed":67,"url":"https://framethrower.ai/film/babylon-2022"}],"outlier":{"title":"Raise The Red Lantern","year":null,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}