{"title":"Best Flying Movies","theme":"flying","url":"https://framethrower.ai/list/flying","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":12,"listedFilms":11,"frames":862,"baselineFrames":404689},"signature":[{"element":"cloud","timesMoreCommonThanBaseline":6.02,"shareOfThemeFrames":0.00566,"shareOfCatalogueFrames":0.00094,"observedInFrames":28},{"element":"clouds","timesMoreCommonThanBaseline":4.88,"shareOfThemeFrames":0.01192,"shareOfCatalogueFrames":0.00244,"observedInFrames":59},{"element":"boy","timesMoreCommonThanBaseline":4.19,"shareOfThemeFrames":0.01172,"shareOfCatalogueFrames":0.00279,"observedInFrames":58},{"element":"mountain","timesMoreCommonThanBaseline":3.61,"shareOfThemeFrames":0.00525,"shareOfCatalogueFrames":0.00145,"observedInFrames":26},{"element":"smoke","timesMoreCommonThanBaseline":2.9,"shareOfThemeFrames":0.00586,"shareOfCatalogueFrames":0.00202,"observedInFrames":29},{"element":"grass","timesMoreCommonThanBaseline":2.36,"shareOfThemeFrames":0.01172,"shareOfCatalogueFrames":0.00496,"observedInFrames":58},{"element":"stone wall","timesMoreCommonThanBaseline":1.7,"shareOfThemeFrames":0.00586,"shareOfCatalogueFrames":0.00344,"observedInFrames":29}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"camera_angle","value":"low_angle","shareOfThemeFrames":0.1124,"shareOfCatalogueFrames":0.0528,"ratio":2.13},{"axis":"camera_angle","value":"high_angle","shareOfThemeFrames":0.1174,"shareOfCatalogueFrames":0.0596,"ratio":1.97},{"axis":"shot_size","value":"wide","shareOfThemeFrames":0.3144,"shareOfCatalogueFrames":0.1952,"ratio":1.61},{"axis":"shot_size","value":"medium","shareOfThemeFrames":0.3283,"shareOfCatalogueFrames":0.4818,"ratio":0.68},{"axis":"v4_lighting_key","value":"natural","shareOfThemeFrames":0.5244,"shareOfCatalogueFrames":0.436,"ratio":1.2}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.331,"ratio":0.73},{"hue":"blue","share":0.198,"ratio":1.14},{"hue":"cyan","share":0.139,"ratio":2.49},{"hue":"green","share":0.128,"ratio":2.13}],"meanSaturation":0.276,"baselineSaturation":0.234,"meanLuminance":0.417,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Castle in the Sky","year":1986,"director":"Hayao Miyazaki","cinematographer":"Hirokata Takahashi","exemplarScore":1.578,"framesIndexed":65,"url":"https://framethrower.ai/film/castle-in-the-sky-1986"},{"rank":2,"title":"The Wind Rises","year":2013,"director":"Hayao Miyazaki","cinematographer":"Atsushi Okui","exemplarScore":1.413,"framesIndexed":83,"url":"https://framethrower.ai/film/the-wind-rises-2013"},{"rank":3,"title":"Pan","year":2015,"director":"Joe Wright","cinematographer":"John Mathieson","exemplarScore":1.358,"framesIndexed":58,"url":"https://framethrower.ai/film/pan-2015"},{"rank":4,"title":"Howl’s Moving Castle","year":2004,"director":"Hayao Miyazaki","cinematographer":"Atsushi Okui","exemplarScore":1.224,"framesIndexed":76,"url":"https://framethrower.ai/film/howls-moving-castle-2004"},{"rank":5,"title":"Harry Potter and the Prisoner of Azkaban","year":2004,"director":"Alfonso Cuarón","cinematographer":"Michael Seresin","exemplarScore":1.14,"framesIndexed":65,"url":"https://framethrower.ai/film/harry-potter-and-the-prisoner-of-azkaban-2004"},{"rank":6,"title":"Crouching Tiger, Hidden Dragon","year":2000,"director":"Ang Lee","cinematographer":"Peter Pau Tak-Hai","exemplarScore":0.951,"framesIndexed":61,"url":"https://framethrower.ai/film/crouching-tiger-hidden-dragon-2000"},{"rank":7,"title":"Man Of Steel","year":2013,"director":"Zack Snyder","cinematographer":"Amir Mokri","exemplarScore":0.856,"framesIndexed":67,"url":"https://framethrower.ai/film/man-of-steel-2013"},{"rank":8,"title":"How to Train Your Dragon","year":2025,"director":"Dean DeBlois","cinematographer":"Bill Pope","exemplarScore":0.56,"framesIndexed":47,"url":"https://framethrower.ai/film/how-to-train-your-dragon-2025"}],"outlier":{"title":"Ant-Man and the Wasp","year":2018,"exemplarScore":0.211,"note":"Carries the least of what the rest of the list is made of."}}