{"title":"Best Hotel Movies","theme":"hotel","url":"https://framethrower.ai/list/hotel","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":57,"listedFilms":37,"frames":3697,"baselineFrames":404689},"signature":[{"element":"wallpaper","timesMoreCommonThanBaseline":2.43,"shareOfThemeFrames":0.0032,"shareOfCatalogueFrames":0.00132,"observedInFrames":68},{"element":"fedora","timesMoreCommonThanBaseline":2.25,"shareOfThemeFrames":0.00495,"shareOfCatalogueFrames":0.0022,"observedInFrames":105},{"element":"bed","timesMoreCommonThanBaseline":2.22,"shareOfThemeFrames":0.00542,"shareOfCatalogueFrames":0.00244,"observedInFrames":115},{"element":"curtains","timesMoreCommonThanBaseline":1.84,"shareOfThemeFrames":0.0041,"shareOfCatalogueFrames":0.00223,"observedInFrames":87},{"element":"mirror","timesMoreCommonThanBaseline":1.78,"shareOfThemeFrames":0.0041,"shareOfCatalogueFrames":0.0023,"observedInFrames":87},{"element":"suit","timesMoreCommonThanBaseline":1.76,"shareOfThemeFrames":0.00306,"shareOfCatalogueFrames":0.00174,"observedInFrames":65},{"element":"necktie","timesMoreCommonThanBaseline":1.73,"shareOfThemeFrames":0.00476,"shareOfCatalogueFrames":0.00275,"observedInFrames":101},{"element":"table lamp","timesMoreCommonThanBaseline":1.72,"shareOfThemeFrames":0.00579,"shareOfCatalogueFrames":0.00338,"observedInFrames":123}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8644,"shareOfCatalogueFrames":0.6903,"ratio":1.25}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.504,"ratio":1.11},{"hue":"red","share":0.152,"ratio":1},{"hue":"blue","share":0.149,"ratio":0.86},{"hue":"yellow","share":0.076,"ratio":1}],"meanSaturation":0.213,"baselineSaturation":0.234,"meanLuminance":0.439,"baselineLuminance":0.434},"films":[{"rank":1,"title":"By The Sea","year":2015,"director":"Angelina Jolie","cinematographer":"Christian Berger","exemplarScore":1.374,"framesIndexed":59,"url":"https://framethrower.ai/film/by-the-sea-2015"},{"rank":2,"title":"Barton Fink","year":1991,"director":"Joel Coen","cinematographer":"Roger Deakins","exemplarScore":1.351,"framesIndexed":68,"url":"https://framethrower.ai/film/barton-fink-1991"},{"rank":3,"title":"Psycho","year":null,"director":"Alfred Hitchcock","cinematographer":"John L. Russell","exemplarScore":1.26,"framesIndexed":66,"url":"https://framethrower.ai/film/psycho"},{"rank":4,"title":"Road To Perdition","year":2002,"director":"Sam Mendes","cinematographer":"Conrad Hall","exemplarScore":1.267,"framesIndexed":65,"url":"https://framethrower.ai/film/road-to-perdition-2002"},{"rank":5,"title":"The Killer Inside Me","year":2010,"director":"Michael Winterbottom","cinematographer":"Marcel Zyskind","exemplarScore":1.294,"framesIndexed":64,"url":"https://framethrower.ai/film/the-killer-inside-me-2010"},{"rank":6,"title":"The Shining","year":1980,"director":"Stanley Kubrick","cinematographer":"John Alcott","exemplarScore":1.178,"framesIndexed":69,"url":"https://framethrower.ai/film/the-shining-1980"},{"rank":7,"title":"Lolita","year":1962,"director":"Stanley Kubrick","cinematographer":"Oswald Morris","exemplarScore":0.971,"framesIndexed":65,"url":"https://framethrower.ai/film/lolita-1962"},{"rank":8,"title":"Maid in Manhattan","year":2002,"director":"Wayne Wang","cinematographer":"Karl Walter Lindenlaub","exemplarScore":0.949,"framesIndexed":139,"url":"https://framethrower.ai/film/maid-in-manhattan-2002"},{"rank":9,"title":"True Romance","year":1993,"director":"Tony Scott","cinematographer":"Jeffrey L. Kimball","exemplarScore":0.933,"framesIndexed":65,"url":"https://framethrower.ai/film/true-romance-1993"},{"rank":10,"title":"Giant","year":1956,"director":"George Stevens","cinematographer":"William C. Mellor","exemplarScore":0.946,"framesIndexed":65,"url":"https://framethrower.ai/film/giant-1956"}],"outlier":{"title":"Zero Dark Thirty","year":2012,"exemplarScore":0.136,"note":"Carries the least of what the rest of the list is made of."}}