{"title":"Best End of the World Movies","theme":"end of the world","url":"https://framethrower.ai/list/end-of-the-world","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":14,"frames":1785,"baselineFrames":404689},"signature":[{"element":"headset","timesMoreCommonThanBaseline":8.74,"shareOfThemeFrames":0.00325,"shareOfCatalogueFrames":0.00037,"observedInFrames":33},{"element":"debris","timesMoreCommonThanBaseline":4.85,"shareOfThemeFrames":0.00551,"shareOfCatalogueFrames":0.00113,"observedInFrames":56},{"element":"computer monitor","timesMoreCommonThanBaseline":3.1,"shareOfThemeFrames":0.00305,"shareOfCatalogueFrames":0.00098,"observedInFrames":31},{"element":"stubble","timesMoreCommonThanBaseline":2.54,"shareOfThemeFrames":0.00708,"shareOfCatalogueFrames":0.00279,"observedInFrames":72},{"element":"snow","timesMoreCommonThanBaseline":2.39,"shareOfThemeFrames":0.00472,"shareOfCatalogueFrames":0.00198,"observedInFrames":48},{"element":"fire","timesMoreCommonThanBaseline":2.32,"shareOfThemeFrames":0.00334,"shareOfCatalogueFrames":0.00144,"observedInFrames":34},{"element":"child","timesMoreCommonThanBaseline":2.31,"shareOfThemeFrames":0.00659,"shareOfCatalogueFrames":0.00285,"observedInFrames":67},{"element":"smoke","timesMoreCommonThanBaseline":2.04,"shareOfThemeFrames":0.00413,"shareOfCatalogueFrames":0.00202,"observedInFrames":42}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.3311,"shareOfCatalogueFrames":0.4253,"ratio":0.78},{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.4975,"shareOfCatalogueFrames":0.3929,"ratio":1.27},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8379,"shareOfCatalogueFrames":0.6903,"ratio":1.21},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.5076,"shareOfCatalogueFrames":0.4219,"ratio":1.2}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.402,"ratio":0.89},{"hue":"blue","share":0.255,"ratio":1.47},{"hue":"red","share":0.147,"ratio":0.97},{"hue":"cyan","share":0.075,"ratio":1.35}],"meanSaturation":0.244,"baselineSaturation":0.234,"meanLuminance":0.404,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Moonfall","year":2022,"director":"Roland Emmerich","cinematographer":"Robby Baumgartner","exemplarScore":1.569,"framesIndexed":215,"url":"https://framethrower.ai/film/moonfall-2022"},{"rank":2,"title":"Armageddon","year":1998,"director":"Michael Bay","cinematographer":"John Schwartzman","exemplarScore":1.481,"framesIndexed":82,"url":"https://framethrower.ai/film/armageddon-1998"},{"rank":3,"title":"2012","year":2009,"director":"Roland Emmerich","cinematographer":"Dean Semler","exemplarScore":1.4,"framesIndexed":221,"url":"https://framethrower.ai/film/2012-2009"},{"rank":4,"title":"The Road","year":2009,"director":"John Hillcoat","cinematographer":"Javier Aguirresarobe","exemplarScore":1.078,"framesIndexed":60,"url":"https://framethrower.ai/film/the-road-2009"},{"rank":5,"title":"Resident Evil: The Final Chapter","year":2016,"director":"Paul W. S. Anderson","cinematographer":"Glen MacPherson","exemplarScore":0.878,"framesIndexed":64,"url":"https://framethrower.ai/film/resident-evil-the-final-chapter-2016"},{"rank":6,"title":"World War Z","year":2013,"director":"Marc Forster","cinematographer":"Ben Seresin","exemplarScore":0.755,"framesIndexed":173,"url":"https://framethrower.ai/film/world-war-z-2013"},{"rank":7,"title":"The Midnight Sky","year":2020,"director":"George Clooney","cinematographer":"Martin Ruhe","exemplarScore":0.717,"framesIndexed":68,"url":"https://framethrower.ai/film/the-midnight-sky-2020"},{"rank":8,"title":"The Fifth Element","year":1997,"director":"Luc Besson","cinematographer":"Thierry Arbogast","exemplarScore":0.683,"framesIndexed":66,"url":"https://framethrower.ai/film/the-fifth-element-1997"},{"rank":9,"title":"Knock at the Cabin","year":2023,"director":"M. Night Shyamalan","cinematographer":"Jarin Blaschke","exemplarScore":0.517,"framesIndexed":54,"url":"https://framethrower.ai/film/knock-at-the-cabin-2023"},{"rank":10,"title":"The World’s End","year":2013,"director":"Edgar Wright","cinematographer":"Bill Pope","exemplarScore":0.373,"framesIndexed":65,"url":"https://framethrower.ai/film/the-worlds-end-2013"}],"outlier":{"title":"Transformers: Rise of the Beasts","year":2023,"exemplarScore":0.132,"note":"Carries the least of what the rest of the list is made of."}}