{"title":"Best Swimming Pool Movies","theme":"swimming pool","url":"https://framethrower.ai/list/swimming-pool","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":22,"listedFilms":15,"frames":1346,"baselineFrames":404689},"signature":[{"element":"teenager","timesMoreCommonThanBaseline":3.76,"shareOfThemeFrames":0.00391,"shareOfCatalogueFrames":0.00104,"observedInFrames":30},{"element":"water","timesMoreCommonThanBaseline":2.65,"shareOfThemeFrames":0.0099,"shareOfCatalogueFrames":0.00374,"observedInFrames":76},{"element":"sunglasses","timesMoreCommonThanBaseline":2.38,"shareOfThemeFrames":0.00391,"shareOfCatalogueFrames":0.00164,"observedInFrames":30},{"element":"t-shirt","timesMoreCommonThanBaseline":2.1,"shareOfThemeFrames":0.00716,"shareOfCatalogueFrames":0.00341,"observedInFrames":55},{"element":"bed","timesMoreCommonThanBaseline":2.08,"shareOfThemeFrames":0.00508,"shareOfCatalogueFrames":0.00244,"observedInFrames":39},{"element":"skin","timesMoreCommonThanBaseline":2.08,"shareOfThemeFrames":0.00625,"shareOfCatalogueFrames":0.00301,"observedInFrames":48},{"element":"sofa","timesMoreCommonThanBaseline":2.02,"shareOfThemeFrames":0.00417,"shareOfCatalogueFrames":0.00206,"observedInFrames":32},{"element":"hair","timesMoreCommonThanBaseline":1.9,"shareOfThemeFrames":0.01146,"shareOfCatalogueFrames":0.00603,"observedInFrames":88}],"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":0.1538,"shareOfCatalogueFrames":0.1224,"ratio":1.26},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8528,"shareOfCatalogueFrames":0.6903,"ratio":1.24}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.392,"ratio":0.86},{"hue":"red","share":0.166,"ratio":1.09},{"hue":"blue","share":0.165,"ratio":0.95},{"hue":"yellow","share":0.089,"ratio":1.17}],"meanSaturation":0.265,"baselineSaturation":0.234,"meanLuminance":0.444,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Swimming Pool","year":2003,"director":"François Ozon","cinematographer":"Yorick Le Saux","exemplarScore":1.473,"framesIndexed":64,"url":"https://framethrower.ai/film/swimming-pool-2003"},{"rank":2,"title":"Call Me By Your Name","year":2017,"director":"Luca Guadagnino","cinematographer":"Sayombhu Mukdeeprom","exemplarScore":1.244,"framesIndexed":65,"url":"https://framethrower.ai/film/call-me-by-your-name-2017"},{"rank":3,"title":"Almost Famous","year":2000,"director":"Cameron Crowe","cinematographer":"John Toll","exemplarScore":1.161,"framesIndexed":65,"url":"https://framethrower.ai/film/almost-famous-2000"},{"rank":4,"title":"Palm Springs","year":2020,"director":"Max Barbakow","cinematographer":"Quyen Tran","exemplarScore":1.003,"framesIndexed":65,"url":"https://framethrower.ai/film/palm-springs-2020"},{"rank":5,"title":"Aftersun","year":2022,"director":"Charlotte Wells","cinematographer":"Gregory Oke","exemplarScore":0.939,"framesIndexed":65,"url":"https://framethrower.ai/film/aftersun-2022"},{"rank":6,"title":"Lady in the Water","year":2006,"director":"M. Night Shyamalan","cinematographer":"Christopher Doyle","exemplarScore":0.938,"framesIndexed":59,"url":"https://framethrower.ai/film/lady-in-the-water-2006"},{"rank":7,"title":"The Strangers: Prey at Night","year":2018,"director":"Johannes Roberts","cinematographer":"Ryan Samul","exemplarScore":0.927,"framesIndexed":55,"url":"https://framethrower.ai/film/the-strangers-prey-at-night-2018"},{"rank":8,"title":"Causeway","year":null,"director":"Lila Neugebauer","cinematographer":"Diego García","exemplarScore":0.821,"framesIndexed":31,"url":"https://framethrower.ai/film/causeway"},{"rank":9,"title":"The Neon Demon","year":2016,"director":"Nicolas Winding Refn","cinematographer":"Natasha Braier","exemplarScore":0.784,"framesIndexed":61,"url":"https://framethrower.ai/film/the-neon-demon-2016"},{"rank":10,"title":"The Last Boy Scout","year":1991,"director":"Tony Scott","cinematographer":"Ward Russell","exemplarScore":0.54,"framesIndexed":65,"url":"https://framethrower.ai/film/the-last-boy-scout-1991"}],"outlier":{"title":"A Good Year","year":2006,"exemplarScore":0.083,"note":"Carries the least of what the rest of the list is made of."}}