{"title":"Best Voyeurism Movies","theme":"voyeurism","url":"https://framethrower.ai/list/voyeurism","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":31,"listedFilms":25,"frames":1940,"baselineFrames":404689},"signature":[{"element":"telephone","timesMoreCommonThanBaseline":3.15,"shareOfThemeFrames":0.00406,"shareOfCatalogueFrames":0.00129,"observedInFrames":45},{"element":"coat","timesMoreCommonThanBaseline":2.56,"shareOfThemeFrames":0.00442,"shareOfCatalogueFrames":0.00173,"observedInFrames":49},{"element":"lamp","timesMoreCommonThanBaseline":2.34,"shareOfThemeFrames":0.00568,"shareOfCatalogueFrames":0.00242,"observedInFrames":63},{"element":"bed","timesMoreCommonThanBaseline":2.29,"shareOfThemeFrames":0.00559,"shareOfCatalogueFrames":0.00244,"observedInFrames":62},{"element":"brick wall","timesMoreCommonThanBaseline":2.07,"shareOfThemeFrames":0.00766,"shareOfCatalogueFrames":0.00371,"observedInFrames":85},{"element":"wood paneling","timesMoreCommonThanBaseline":2.06,"shareOfThemeFrames":0.0037,"shareOfCatalogueFrames":0.00179,"observedInFrames":41},{"element":"trench coat","timesMoreCommonThanBaseline":2.04,"shareOfThemeFrames":0.00334,"shareOfCatalogueFrames":0.00164,"observedInFrames":37},{"element":"curtains","timesMoreCommonThanBaseline":1.98,"shareOfThemeFrames":0.00442,"shareOfCatalogueFrames":0.00223,"observedInFrames":49}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.3237,"shareOfCatalogueFrames":0.4253,"ratio":0.76},{"axis":"shot_size","value":"closeup","shareOfThemeFrames":0.2651,"shareOfCatalogueFrames":0.2073,"ratio":1.28},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.5284,"shareOfCatalogueFrames":0.4219,"ratio":1.25},{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.491,"shareOfCatalogueFrames":0.3929,"ratio":1.25},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8468,"shareOfCatalogueFrames":0.6903,"ratio":1.23}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.489,"ratio":1.08},{"hue":"red","share":0.198,"ratio":1.31},{"hue":"blue","share":0.138,"ratio":0.79},{"hue":"yellow","share":0.078,"ratio":1.02}],"meanSaturation":0.23,"baselineSaturation":0.234,"meanLuminance":0.421,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Rear Window","year":1954,"director":"Alfred Hitchcock","cinematographer":"Robert Burks","exemplarScore":1.422,"framesIndexed":64,"url":"https://framethrower.ai/film/rear-window-1954"},{"rank":2,"title":"Dead Ringers","year":1988,"director":"David Cronenberg","cinematographer":"Peter Suschitzky","exemplarScore":1.275,"framesIndexed":64,"url":"https://framethrower.ai/film/dead-ringers-1988"},{"rank":3,"title":"Eyes Wide Shut","year":1999,"director":"Stanley Kubrick","cinematographer":"Larry Smith","exemplarScore":1.159,"framesIndexed":60,"url":"https://framethrower.ai/film/eyes-wide-shut-1999"},{"rank":4,"title":"Black Christmas","year":1974,"director":"Bob Clark","cinematographer":"Reginald H. Morris","exemplarScore":1.128,"framesIndexed":64,"url":"https://framethrower.ai/film/black-christmas-1974"},{"rank":5,"title":"Psycho","year":null,"director":"Alfred Hitchcock","cinematographer":"John L. Russell","exemplarScore":1,"framesIndexed":66,"url":"https://framethrower.ai/film/psycho"},{"rank":6,"title":"The Piano Teacher","year":2001,"director":"Michael Haneke","cinematographer":"Christian Berger","exemplarScore":1.005,"framesIndexed":55,"url":"https://framethrower.ai/film/the-piano-teacher-2001"},{"rank":7,"title":"The Conversation","year":1974,"director":"Francis Ford Coppola","cinematographer":"Bill Butler","exemplarScore":0.981,"framesIndexed":65,"url":"https://framethrower.ai/film/the-conversation-1974"},{"rank":8,"title":"Naked","year":1993,"director":"Mike Leigh","cinematographer":"Dick Pope","exemplarScore":0.979,"framesIndexed":64,"url":"https://framethrower.ai/film/naked-1993"},{"rank":9,"title":"Peeping Tom","year":1960,"director":"Michael Powell","cinematographer":"Otto Heller","exemplarScore":0.901,"framesIndexed":65,"url":"https://framethrower.ai/film/peeping-tom-1960"},{"rank":10,"title":"Sex, Lies And Videotape","year":null,"director":"Steven Soderbergh","cinematographer":"Walt Lloyd","exemplarScore":0.885,"framesIndexed":63,"url":"https://framethrower.ai/film/sex-lies-and-videotape"}],"outlier":{"title":"The Wicker Man","year":null,"exemplarScore":0.183,"note":"Carries the least of what the rest of the list is made of."}}