{"title":"Best Snow Movies","theme":"snow","url":"https://framethrower.ai/list/snow","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":24,"listedFilms":15,"frames":1562,"baselineFrames":404689},"signature":[{"element":"snow","timesMoreCommonThanBaseline":14.22,"shareOfThemeFrames":0.02814,"shareOfCatalogueFrames":0.00198,"observedInFrames":252},{"element":"fur","timesMoreCommonThanBaseline":6.57,"shareOfThemeFrames":0.00369,"shareOfCatalogueFrames":0.00056,"observedInFrames":33},{"element":"pine trees","timesMoreCommonThanBaseline":4.72,"shareOfThemeFrames":0.00302,"shareOfCatalogueFrames":0.00064,"observedInFrames":27},{"element":"sky","timesMoreCommonThanBaseline":3.46,"shareOfThemeFrames":0.00324,"shareOfCatalogueFrames":0.00093,"observedInFrames":29},{"element":"coat","timesMoreCommonThanBaseline":3.3,"shareOfThemeFrames":0.0057,"shareOfCatalogueFrames":0.00173,"observedInFrames":51},{"element":"fire","timesMoreCommonThanBaseline":2.95,"shareOfThemeFrames":0.00424,"shareOfCatalogueFrames":0.00144,"observedInFrames":38},{"element":"horse","timesMoreCommonThanBaseline":2.91,"shareOfThemeFrames":0.00458,"shareOfCatalogueFrames":0.00157,"observedInFrames":41},{"element":"scarf","timesMoreCommonThanBaseline":2.74,"shareOfThemeFrames":0.00357,"shareOfCatalogueFrames":0.0013,"observedInFrames":32}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"shot_size","value":"wide","shareOfThemeFrames":0.2606,"shareOfCatalogueFrames":0.1952,"ratio":1.33}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.485,"ratio":1.07},{"hue":"blue","share":0.228,"ratio":1.31},{"hue":"red","share":0.137,"ratio":0.91},{"hue":"yellow","share":0.05,"ratio":0.65}],"meanSaturation":0.206,"baselineSaturation":0.234,"meanLuminance":0.414,"baselineLuminance":0.434},"films":[{"rank":1,"title":"The Revenant","year":2015,"director":"Alejandro González Iñárritu","cinematographer":"Emmanuel Lubezki","exemplarScore":1.542,"framesIndexed":64,"url":"https://framethrower.ai/film/the-revenant-2015"},{"rank":2,"title":"War for the Planet of the Apes","year":2017,"director":"Matt Reeves","cinematographer":"Michael Seresin","exemplarScore":1.391,"framesIndexed":64,"url":"https://framethrower.ai/film/war-for-the-planet-of-the-apes-2017"},{"rank":3,"title":"Ravenous","year":1999,"director":"Antonia Bird","cinematographer":"Anthony B. Richmond","exemplarScore":1.245,"framesIndexed":62,"url":"https://framethrower.ai/film/ravenous-1999"},{"rank":4,"title":"Wind Chill","year":2007,"director":"Gregory Jacobs","cinematographer":"Dan Laustsen","exemplarScore":1.17,"framesIndexed":53,"url":"https://framethrower.ai/film/wind-chill-2007"},{"rank":5,"title":"Frozen","year":2010,"director":"Adam Green","cinematographer":"Will Barratt","exemplarScore":0.864,"framesIndexed":37,"url":"https://framethrower.ai/film/frozen-2010"},{"rank":6,"title":"Dances With Wolves","year":1990,"director":"Kevin Costner","cinematographer":"Dean Semler","exemplarScore":0.677,"framesIndexed":65,"url":"https://framethrower.ai/film/dances-with-wolves-1990"},{"rank":7,"title":"The Invisible Man (1933)","year":1933,"director":"James Whale","cinematographer":"Arthur Edeson","exemplarScore":0.582,"framesIndexed":65,"url":"https://framethrower.ai/film/the-invisible-man-1933-1933"},{"rank":8,"title":"Legend","year":1985,"director":"Ridley Scott","cinematographer":"Alex Thomson","exemplarScore":0.559,"framesIndexed":65,"url":"https://framethrower.ai/film/legend-1985"},{"rank":9,"title":"The Hunger Games: The Ballad of Songbirds & Snakes","year":2023,"director":"Francis Lawrence","cinematographer":"Jo Willems","exemplarScore":0.48,"framesIndexed":63,"url":"https://framethrower.ai/film/the-hunger-games-the-ballad-of-songbirds-snakes-2023"},{"rank":10,"title":"I Am Not a Serial Killer","year":2016,"director":"Billy O'Brien","cinematographer":"Robbie Ryan","exemplarScore":0.428,"framesIndexed":64,"url":"https://framethrower.ai/film/i-am-not-a-serial-killer-2016"}],"outlier":{"title":"A View to a Kill","year":1985,"exemplarScore":0.159,"note":"Carries the least of what the rest of the list is made of."}}