{"title":"Best Singer Movies","theme":"singer","url":"https://framethrower.ai/list/singer","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":18,"frames":2509,"baselineFrames":404689},"signature":[{"element":"guitar","timesMoreCommonThanBaseline":17.34,"shareOfThemeFrames":0.00386,"shareOfCatalogueFrames":0.00022,"observedInFrames":56},{"element":"microphone stand","timesMoreCommonThanBaseline":11.97,"shareOfThemeFrames":0.0031,"shareOfCatalogueFrames":0.00026,"observedInFrames":45},{"element":"piano","timesMoreCommonThanBaseline":8.32,"shareOfThemeFrames":0.00303,"shareOfCatalogueFrames":0.00036,"observedInFrames":44},{"element":"acoustic guitar","timesMoreCommonThanBaseline":8.14,"shareOfThemeFrames":0.0031,"shareOfCatalogueFrames":0.00038,"observedInFrames":45},{"element":"microphone","timesMoreCommonThanBaseline":6.91,"shareOfThemeFrames":0.01364,"shareOfCatalogueFrames":0.00197,"observedInFrames":198},{"element":"spotlight","timesMoreCommonThanBaseline":6,"shareOfThemeFrames":0.00461,"shareOfCatalogueFrames":0.00077,"observedInFrames":67},{"element":"dress","timesMoreCommonThanBaseline":2.6,"shareOfThemeFrames":0.00303,"shareOfCatalogueFrames":0.00117,"observedInFrames":44},{"element":"boy","timesMoreCommonThanBaseline":2.19,"shareOfThemeFrames":0.00613,"shareOfCatalogueFrames":0.00279,"observedInFrames":89}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"v4_lighting_key","value":"high_key","shareOfThemeFrames":0.1897,"shareOfCatalogueFrames":0.1224,"ratio":1.55},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8856,"shareOfCatalogueFrames":0.6903,"ratio":1.28}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.415,"ratio":0.91},{"hue":"red","share":0.198,"ratio":1.31},{"hue":"blue","share":0.164,"ratio":0.95},{"hue":"yellow","share":0.062,"ratio":0.81}],"meanSaturation":0.259,"baselineSaturation":0.234,"meanLuminance":0.447,"baselineLuminance":0.434},"films":[{"rank":1,"title":"A Star Is Born","year":2018,"director":"Bradley Cooper","cinematographer":"Matthew Libatique","exemplarScore":1.828,"framesIndexed":95,"url":"https://framethrower.ai/film/a-star-is-born-2018"},{"rank":2,"title":"Elvis","year":2022,"director":"Baz Luhrmann","cinematographer":"Mandy Walker","exemplarScore":1.768,"framesIndexed":68,"url":"https://framethrower.ai/film/elvis-2022"},{"rank":3,"title":"Coco","year":2017,"director":"Lee Unkrich","cinematographer":"Matt Aspbury","exemplarScore":1.246,"framesIndexed":131,"url":"https://framethrower.ai/film/coco-2017"},{"rank":4,"title":"Streets of Fire","year":1984,"director":"Walter Hill","cinematographer":"Andrew Laszlo","exemplarScore":1.273,"framesIndexed":56,"url":"https://framethrower.ai/film/streets-of-fire-1984"},{"rank":5,"title":"Judy","year":2019,"director":"Rupert Goold","cinematographer":"Ole Bratt Birkeland","exemplarScore":1.256,"framesIndexed":63,"url":"https://framethrower.ai/film/judy-2019"},{"rank":6,"title":"La Vie En Rose","year":2007,"director":"Olivier Dahan","cinematographer":"Tetsuo Nagata","exemplarScore":1.071,"framesIndexed":64,"url":"https://framethrower.ai/film/la-vie-en-rose-2007"},{"rank":7,"title":"Alice Doesn’t Live Here Anymore","year":1974,"director":"Martin Scorsese","cinematographer":"Kent L. Wakeford","exemplarScore":1.052,"framesIndexed":60,"url":"https://framethrower.ai/film/alice-doesnt-live-here-anymore-1974"},{"rank":8,"title":"Rocketman","year":2019,"director":"Dexter Fletcher","cinematographer":"George Richmond","exemplarScore":0.885,"framesIndexed":70,"url":"https://framethrower.ai/film/rocketman-2019"},{"rank":9,"title":"Annie Hall","year":1977,"director":"Woody Allen","cinematographer":"Gordon Willis","exemplarScore":0.749,"framesIndexed":65,"url":"https://framethrower.ai/film/annie-hall-1977"},{"rank":10,"title":"Cry Baby","year":1990,"director":"John Waters","cinematographer":"David Insley","exemplarScore":0.673,"framesIndexed":63,"url":"https://framethrower.ai/film/cry-baby-1990"}],"outlier":{"title":"Porco Rosso","year":1992,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}