{"title":"Best Lighthearted Movies","theme":"lighthearted","url":"https://framethrower.ai/list/lighthearted","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":23,"listedFilms":21,"frames":1620,"baselineFrames":404689},"signature":[{"element":"girl","timesMoreCommonThanBaseline":2.62,"shareOfThemeFrames":0.00622,"shareOfCatalogueFrames":0.00238,"observedInFrames":59},{"element":"hat","timesMoreCommonThanBaseline":2.47,"shareOfThemeFrames":0.00422,"shareOfCatalogueFrames":0.00171,"observedInFrames":40},{"element":"fedora","timesMoreCommonThanBaseline":2.25,"shareOfThemeFrames":0.00496,"shareOfCatalogueFrames":0.0022,"observedInFrames":47},{"element":"neon sign","timesMoreCommonThanBaseline":2.02,"shareOfThemeFrames":0.00411,"shareOfCatalogueFrames":0.00203,"observedInFrames":39},{"element":"mustache","timesMoreCommonThanBaseline":1.83,"shareOfThemeFrames":0.00485,"shareOfCatalogueFrames":0.00265,"observedInFrames":46},{"element":"water","timesMoreCommonThanBaseline":1.72,"shareOfThemeFrames":0.00643,"shareOfCatalogueFrames":0.00374,"observedInFrames":61}],"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":0.2134,"shareOfCatalogueFrames":0.1224,"ratio":1.74},{"axis":"shot_size","value":"closeup","shareOfThemeFrames":0.1552,"shareOfCatalogueFrames":0.2073,"ratio":0.75},{"axis":"shot_size","value":"wide","shareOfThemeFrames":0.2498,"shareOfCatalogueFrames":0.1952,"ratio":1.28}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.353,"ratio":0.78},{"hue":"blue","share":0.18,"ratio":1.04},{"hue":"red","share":0.175,"ratio":1.16},{"hue":"yellow","share":0.086,"ratio":1.12}],"meanSaturation":0.272,"baselineSaturation":0.234,"meanLuminance":0.459,"baselineLuminance":0.434},"films":[{"rank":1,"title":"8 1/2","year":1963,"director":"Federico Fellini","cinematographer":"Gianni Di Venanzo","exemplarScore":1.164,"framesIndexed":65,"url":"https://framethrower.ai/film/8-1-2-1963"},{"rank":2,"title":"It Happened One Night","year":1934,"director":"Frank Capra","cinematographer":"Joseph Walker","exemplarScore":1.172,"framesIndexed":65,"url":"https://framethrower.ai/film/it-happened-one-night-1934"},{"rank":3,"title":"Paper Moon","year":1971,"director":"Peter Bogdanovich","cinematographer":"László Kovács","exemplarScore":1.178,"framesIndexed":65,"url":"https://framethrower.ai/film/paper-moon-1971"},{"rank":4,"title":"Singin’ in the Rain","year":1952,"director":"Stanley Donen","cinematographer":"Harold Rosson","exemplarScore":1.07,"framesIndexed":65,"url":"https://framethrower.ai/film/singin-in-the-rain-1952"},{"rank":5,"title":"The Nice Guys","year":2016,"director":"Shane Black","cinematographer":"Philippe Rousselot","exemplarScore":0.884,"framesIndexed":65,"url":"https://framethrower.ai/film/the-nice-guys-2016"},{"rank":6,"title":"Ponyo","year":2008,"director":"Hayao Miyazaki","cinematographer":"Atsushi Okui","exemplarScore":0.841,"framesIndexed":46,"url":"https://framethrower.ai/film/ponyo-2008"},{"rank":7,"title":"Back to the Future II","year":1989,"director":"Robert Zemeckis","cinematographer":"Dean Cundey","exemplarScore":0.793,"framesIndexed":65,"url":"https://framethrower.ai/film/back-to-the-future-ii-1989"},{"rank":8,"title":"Kiki’s Delivery Service","year":1989,"director":"Hayao Miyazaki","cinematographer":"Juro Sugimura","exemplarScore":0.692,"framesIndexed":65,"url":"https://framethrower.ai/film/kikis-delivery-service-1989"},{"rank":9,"title":"Mary Poppins","year":1964,"director":"Robert Stevenson","cinematographer":"Edward Colman","exemplarScore":0.655,"framesIndexed":64,"url":"https://framethrower.ai/film/mary-poppins-1964"},{"rank":10,"title":"The French Dispatch","year":2021,"director":"Wes Anderson","cinematographer":"Robert D. Yeoman","exemplarScore":0.658,"framesIndexed":126,"url":"https://framethrower.ai/film/the-french-dispatch-2021"}],"outlier":{"title":"The Little Hours","year":2017,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}