{"title":"Best 19th Century Movies","theme":"19th century","url":"https://framethrower.ai/list/19th-century","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":90,"listedFilms":51,"frames":6280,"baselineFrames":404689},"signature":[{"element":"frock coat","timesMoreCommonThanBaseline":17.74,"shareOfThemeFrames":0.00318,"shareOfCatalogueFrames":0.00018,"observedInFrames":115},{"element":"bonnet","timesMoreCommonThanBaseline":16.76,"shareOfThemeFrames":0.0034,"shareOfCatalogueFrames":0.0002,"observedInFrames":123},{"element":"top hat","timesMoreCommonThanBaseline":12.14,"shareOfThemeFrames":0.00633,"shareOfCatalogueFrames":0.00052,"observedInFrames":229},{"element":"cravat","timesMoreCommonThanBaseline":11.8,"shareOfThemeFrames":0.00423,"shareOfCatalogueFrames":0.00036,"observedInFrames":153},{"element":"oil lamp","timesMoreCommonThanBaseline":11.49,"shareOfThemeFrames":0.0036,"shareOfCatalogueFrames":0.00031,"observedInFrames":130},{"element":"horse","timesMoreCommonThanBaseline":7.73,"shareOfThemeFrames":0.01214,"shareOfCatalogueFrames":0.00157,"observedInFrames":439},{"element":"cowboy hat","timesMoreCommonThanBaseline":5.4,"shareOfThemeFrames":0.00669,"shareOfCatalogueFrames":0.00124,"observedInFrames":242},{"element":"candle","timesMoreCommonThanBaseline":4.46,"shareOfThemeFrames":0.0065,"shareOfCatalogueFrames":0.00146,"observedInFrames":235}],"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":0.2832,"shareOfCatalogueFrames":0.1952,"ratio":1.45},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8314,"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":0.586,"ratio":1.29},{"hue":"blue","share":0.133,"ratio":0.77},{"hue":"red","share":0.112,"ratio":0.74},{"hue":"yellow","share":0.07,"ratio":0.92}],"meanSaturation":0.22,"baselineSaturation":0.234,"meanLuminance":0.403,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Lincoln","year":2012,"director":"Steven Spielberg","cinematographer":"Janusz Kamiński","exemplarScore":1.557,"framesIndexed":78,"url":"https://framethrower.ai/film/lincoln-2012"},{"rank":2,"title":"Emma.","year":2020,"director":"Autumn de Wilde","cinematographer":"Christopher Blauvelt","exemplarScore":1.397,"framesIndexed":65,"url":"https://framethrower.ai/film/emma-2020"},{"rank":3,"title":"The Wonder","year":2022,"director":"Sebastián Lelio","cinematographer":"Ari Wegner","exemplarScore":1.375,"framesIndexed":57,"url":"https://framethrower.ai/film/the-wonder-2022"},{"rank":4,"title":"The Personal History of David Copperfield","year":2019,"director":"Armando Iannucci","cinematographer":"Zac Nicholson","exemplarScore":1.31,"framesIndexed":53,"url":"https://framethrower.ai/film/the-personal-history-of-david-copperfield-2019"},{"rank":5,"title":"Tombstone","year":1993,"director":"George P. Cosmatos","cinematographer":"William A. Fraker","exemplarScore":1.27,"framesIndexed":65,"url":"https://framethrower.ai/film/tombstone-1993"},{"rank":6,"title":"12 Years a Slave","year":2013,"director":"Steve McQueen","cinematographer":"Sean Bobbitt","exemplarScore":1.139,"framesIndexed":310,"url":"https://framethrower.ai/film/12-years-a-slave-2013"},{"rank":7,"title":"The Prestige","year":2006,"director":"Christopher Nolan","cinematographer":"Wally Pfister","exemplarScore":1.102,"framesIndexed":61,"url":"https://framethrower.ai/film/the-prestige-2006"},{"rank":8,"title":"The Duellists","year":1977,"director":"Ridley Scott","cinematographer":"Frank Tidy","exemplarScore":1.109,"framesIndexed":63,"url":"https://framethrower.ai/film/the-duellists-1977"},{"rank":9,"title":"Ammonite","year":2020,"director":"Francis Lee","cinematographer":"Stéphane Fontaine","exemplarScore":1.09,"framesIndexed":51,"url":"https://framethrower.ai/film/ammonite-2020"},{"rank":10,"title":"Gangs of New York","year":2002,"director":"Martin Scorsese","cinematographer":"Michael Ballhaus","exemplarScore":1.019,"framesIndexed":67,"url":"https://framethrower.ai/film/gangs-of-new-york-2002"}],"outlier":{"title":"Yojimbo","year":1961,"exemplarScore":0.032,"note":"Carries the least of what the rest of the list is made of."}}