{"title":"Best Widow Movies","theme":"widow","url":"https://framethrower.ai/list/widow","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":38,"listedFilms":20,"frames":2989,"baselineFrames":404689},"signature":[{"element":"blonde hair","timesMoreCommonThanBaseline":2.26,"shareOfThemeFrames":0.00301,"shareOfCatalogueFrames":0.00133,"observedInFrames":52},{"element":"table lamp","timesMoreCommonThanBaseline":1.87,"shareOfThemeFrames":0.0063,"shareOfCatalogueFrames":0.00338,"observedInFrames":109},{"element":"door","timesMoreCommonThanBaseline":1.66,"shareOfThemeFrames":0.00318,"shareOfCatalogueFrames":0.00191,"observedInFrames":55},{"element":"sweater","timesMoreCommonThanBaseline":1.6,"shareOfThemeFrames":0.00307,"shareOfCatalogueFrames":0.00192,"observedInFrames":53},{"element":"woman","timesMoreCommonThanBaseline":1.59,"shareOfThemeFrames":0.08779,"shareOfCatalogueFrames":0.05535,"observedInFrames":1518},{"element":"boy","timesMoreCommonThanBaseline":1.51,"shareOfThemeFrames":0.00422,"shareOfCatalogueFrames":0.00279,"observedInFrames":73}],"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":0.8656,"shareOfCatalogueFrames":0.6903,"ratio":1.25},{"axis":"v4_lighting_key","value":"high_key","shareOfThemeFrames":0.1487,"shareOfCatalogueFrames":0.1224,"ratio":1.21}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.546,"ratio":1.2},{"hue":"red","share":0.153,"ratio":1.01},{"hue":"blue","share":0.133,"ratio":0.76},{"hue":"yellow","share":0.065,"ratio":0.85}],"meanSaturation":0.218,"baselineSaturation":0.234,"meanLuminance":0.447,"baselineLuminance":0.434},"films":[{"rank":1,"title":"21 Grams","year":2003,"director":"Alejandro González Iñárritu","cinematographer":"Rodrigo Prieto","exemplarScore":1.448,"framesIndexed":58,"url":"https://framethrower.ai/film/21-grams-2003"},{"rank":2,"title":"Drop","year":2025,"director":"Christopher Landon","cinematographer":"Marc Spicer","exemplarScore":1.298,"framesIndexed":119,"url":"https://framethrower.ai/film/drop-2025"},{"rank":3,"title":"Alice Doesn’t Live Here Anymore","year":1974,"director":"Martin Scorsese","cinematographer":"Kent L. Wakeford","exemplarScore":1.28,"framesIndexed":60,"url":"https://framethrower.ai/film/alice-doesnt-live-here-anymore-1974"},{"rank":4,"title":"The Night Of The Hunter","year":1955,"director":"Charles Laughton","cinematographer":"Stanley Cortez","exemplarScore":1.147,"framesIndexed":64,"url":"https://framethrower.ai/film/the-night-of-the-hunter-1955"},{"rank":5,"title":"First Reformed","year":2017,"director":"Paul Schrader","cinematographer":"Alexander Dynan","exemplarScore":1.096,"framesIndexed":61,"url":"https://framethrower.ai/film/first-reformed-2017"},{"rank":6,"title":"Sweeney Todd: The Demon Barber of Fleet Street","year":2007,"director":"Tim Burton","cinematographer":"Dariusz Wolski","exemplarScore":0.857,"framesIndexed":67,"url":"https://framethrower.ai/film/sweeney-todd-the-demon-barber-of-fleet-street-2007"},{"rank":7,"title":"Shadow of a Doubt","year":1943,"director":"Alfred Hitchcock","cinematographer":"Joseph A. Valentine","exemplarScore":0.816,"framesIndexed":65,"url":"https://framethrower.ai/film/shadow-of-a-doubt-1943"},{"rank":8,"title":"Moonstruck","year":1987,"director":"Norman Jewison","cinematographer":"David Watkin","exemplarScore":0.749,"framesIndexed":42,"url":"https://framethrower.ai/film/moonstruck-1987"},{"rank":9,"title":"Stoker","year":2013,"director":"Park Chan-wook","cinematographer":"Chung Chung-hoon","exemplarScore":0.71,"framesIndexed":64,"url":"https://framethrower.ai/film/stoker-2013"},{"rank":10,"title":"Savages","year":2012,"director":"Oliver Stone","cinematographer":"Dan Mindel","exemplarScore":0.692,"framesIndexed":64,"url":"https://framethrower.ai/film/savages-2012"}],"outlier":{"title":"Starman","year":1984,"exemplarScore":0.332,"note":"Carries the least of what the rest of the list is made of."}}