{"title":"Best Winter Movies","theme":"winter","url":"https://framethrower.ai/list/winter","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":32,"listedFilms":23,"frames":2079,"baselineFrames":404689},"signature":[{"element":"snow","timesMoreCommonThanBaseline":14.99,"shareOfThemeFrames":0.02967,"shareOfCatalogueFrames":0.00198,"observedInFrames":352},{"element":"fur","timesMoreCommonThanBaseline":6.76,"shareOfThemeFrames":0.00379,"shareOfCatalogueFrames":0.00056,"observedInFrames":45},{"element":"beanie","timesMoreCommonThanBaseline":4.28,"shareOfThemeFrames":0.00346,"shareOfCatalogueFrames":0.00081,"observedInFrames":41},{"element":"scarf","timesMoreCommonThanBaseline":2.78,"shareOfThemeFrames":0.00362,"shareOfCatalogueFrames":0.0013,"observedInFrames":43},{"element":"sweater","timesMoreCommonThanBaseline":2.51,"shareOfThemeFrames":0.0048,"shareOfCatalogueFrames":0.00192,"observedInFrames":57},{"element":"coat","timesMoreCommonThanBaseline":2.39,"shareOfThemeFrames":0.00413,"shareOfCatalogueFrames":0.00173,"observedInFrames":49},{"element":"blood","timesMoreCommonThanBaseline":2.38,"shareOfThemeFrames":0.00759,"shareOfCatalogueFrames":0.00318,"observedInFrames":90},{"element":"eyes","timesMoreCommonThanBaseline":2.35,"shareOfThemeFrames":0.00489,"shareOfCatalogueFrames":0.00208,"observedInFrames":58}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"shot_size","value":"closeup","shareOfThemeFrames":0.2966,"shareOfCatalogueFrames":0.2073,"ratio":1.43},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8438,"shareOfCatalogueFrames":0.6903,"ratio":1.22}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.42,"ratio":0.93},{"hue":"blue","share":0.275,"ratio":1.58},{"hue":"red","share":0.14,"ratio":0.93},{"hue":"cyan","share":0.058,"ratio":1.05}],"meanSaturation":0.227,"baselineSaturation":0.234,"meanLuminance":0.415,"baselineLuminance":0.434},"films":[{"rank":1,"title":"30 Days of Night","year":2007,"director":"David Slade","cinematographer":"Jo Willems","exemplarScore":1.349,"framesIndexed":55,"url":"https://framethrower.ai/film/30-days-of-night-2007"},{"rank":2,"title":"Anatomy of a Fall","year":2023,"director":"Justine Triet","cinematographer":"Simon Beaufils","exemplarScore":1.15,"framesIndexed":64,"url":"https://framethrower.ai/film/anatomy-of-a-fall-2023"},{"rank":3,"title":"War for the Planet of the Apes","year":2017,"director":"Matt Reeves","cinematographer":"Michael Seresin","exemplarScore":1.078,"framesIndexed":64,"url":"https://framethrower.ai/film/war-for-the-planet-of-the-apes-2017"},{"rank":4,"title":"Ravenous","year":1999,"director":"Antonia Bird","cinematographer":"Anthony B. Richmond","exemplarScore":1.079,"framesIndexed":62,"url":"https://framethrower.ai/film/ravenous-1999"},{"rank":5,"title":"The Revenant","year":2015,"director":"Alejandro González Iñárritu","cinematographer":"Emmanuel Lubezki","exemplarScore":0.966,"framesIndexed":64,"url":"https://framethrower.ai/film/the-revenant-2015"},{"rank":6,"title":"The Blackcoat’s Daughter","year":2015,"director":"Osgood Perkins","cinematographer":"Julie Kirkwood","exemplarScore":0.958,"framesIndexed":35,"url":"https://framethrower.ai/film/the-blackcoats-daughter-2015"},{"rank":7,"title":"Fargo","year":1996,"director":"Joel Coen","cinematographer":"Roger Deakins","exemplarScore":0.89,"framesIndexed":65,"url":"https://framethrower.ai/film/fargo-1996"},{"rank":8,"title":"Snowpiercer","year":2013,"director":"Bong Joon Ho","cinematographer":"Hong Kyung-pyo","exemplarScore":0.87,"framesIndexed":61,"url":"https://framethrower.ai/film/snowpiercer-2013"},{"rank":9,"title":"Wind Chill","year":2007,"director":"Gregory Jacobs","cinematographer":"Dan Laustsen","exemplarScore":0.923,"framesIndexed":53,"url":"https://framethrower.ai/film/wind-chill-2007"},{"rank":10,"title":"I’m Thinking of Ending Things","year":2020,"director":"Charlie Kaufman","cinematographer":"Łukasz Żal","exemplarScore":0.714,"framesIndexed":51,"url":"https://framethrower.ai/film/im-thinking-of-ending-things-2020"}],"outlier":{"title":"The Apartment","year":1960,"exemplarScore":0.101,"note":"Carries the least of what the rest of the list is made of."}}