{"title":"Best Sociopath Movies","theme":"sociopath","url":"https://framethrower.ai/list/sociopath","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":21,"listedFilms":15,"frames":1400,"baselineFrames":404689},"signature":[{"element":"handgun","timesMoreCommonThanBaseline":3.11,"shareOfThemeFrames":0.00413,"shareOfCatalogueFrames":0.00133,"observedInFrames":33},{"element":"neon sign","timesMoreCommonThanBaseline":2.4,"shareOfThemeFrames":0.00488,"shareOfCatalogueFrames":0.00203,"observedInFrames":39},{"element":"streetlamp","timesMoreCommonThanBaseline":2.23,"shareOfThemeFrames":0.00451,"shareOfCatalogueFrames":0.00202,"observedInFrames":36},{"element":"asphalt","timesMoreCommonThanBaseline":2.12,"shareOfThemeFrames":0.00401,"shareOfCatalogueFrames":0.00189,"observedInFrames":32},{"element":"wall","timesMoreCommonThanBaseline":2.03,"shareOfThemeFrames":0.01064,"shareOfCatalogueFrames":0.00524,"observedInFrames":85},{"element":"jacket","timesMoreCommonThanBaseline":1.99,"shareOfThemeFrames":0.00739,"shareOfCatalogueFrames":0.00371,"observedInFrames":59},{"element":"stubble","timesMoreCommonThanBaseline":1.97,"shareOfThemeFrames":0.00551,"shareOfCatalogueFrames":0.00279,"observedInFrames":44},{"element":"glass","timesMoreCommonThanBaseline":1.89,"shareOfThemeFrames":0.00376,"shareOfCatalogueFrames":0.00199,"observedInFrames":30}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"v4_lighting_key","value":"natural","shareOfThemeFrames":0.2931,"shareOfCatalogueFrames":0.436,"ratio":0.67},{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.5368,"shareOfCatalogueFrames":0.3929,"ratio":1.37},{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.3152,"shareOfCatalogueFrames":0.4253,"ratio":0.74},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.544,"shareOfCatalogueFrames":0.4219,"ratio":1.29},{"axis":"shot_size","value":"closeup","shareOfThemeFrames":0.2652,"shareOfCatalogueFrames":0.2073,"ratio":1.28}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.396,"ratio":0.87},{"hue":"red","share":0.165,"ratio":1.09},{"hue":"blue","share":0.164,"ratio":0.94},{"hue":"yellow","share":0.102,"ratio":1.34}],"meanSaturation":0.24,"baselineSaturation":0.234,"meanLuminance":0.402,"baselineLuminance":0.434},"films":[{"rank":1,"title":"The Killer","year":2023,"director":"David Fincher","cinematographer":"Erik Messerschmidt","exemplarScore":1.603,"framesIndexed":65,"url":"https://framethrower.ai/film/the-killer-2023"},{"rank":2,"title":"Collateral","year":2004,"director":"Michael Mann","cinematographer":"Dion Beebe","exemplarScore":1.5,"framesIndexed":65,"url":"https://framethrower.ai/film/collateral-2004"},{"rank":3,"title":"Nightcrawler","year":2014,"director":"Dan Gilroy","cinematographer":"Robert Elswit","exemplarScore":1.414,"framesIndexed":56,"url":"https://framethrower.ai/film/nightcrawler-2014"},{"rank":4,"title":"Skyfall","year":2012,"director":"Sam Mendes","cinematographer":"Roger Deakins","exemplarScore":1.027,"framesIndexed":69,"url":"https://framethrower.ai/film/skyfall-2012"},{"rank":5,"title":"Green Room","year":2015,"director":"Jeremy Saulnier","cinematographer":"Sean Porter","exemplarScore":1.03,"framesIndexed":55,"url":"https://framethrower.ai/film/green-room-2015"},{"rank":6,"title":"The Guest","year":2014,"director":"Adam Wingard","cinematographer":"Robby Baumgartner","exemplarScore":0.947,"framesIndexed":65,"url":"https://framethrower.ai/film/the-guest-2014"},{"rank":7,"title":"The Equalizer","year":2014,"director":"Antoine Fuqua","cinematographer":"Mauro Fiore","exemplarScore":0.804,"framesIndexed":173,"url":"https://framethrower.ai/film/the-equalizer-2014"},{"rank":8,"title":"Basic Instinct","year":1992,"director":"Paul Verhoeven","cinematographer":"Jan de Bont","exemplarScore":0.808,"framesIndexed":65,"url":"https://framethrower.ai/film/basic-instinct-1992"},{"rank":9,"title":"Promising Young Woman","year":2020,"director":"Emerald Fennell","cinematographer":"Benjamin Kračun","exemplarScore":0.68,"framesIndexed":65,"url":"https://framethrower.ai/film/promising-young-woman-2020"},{"rank":10,"title":"Scream 4","year":2011,"director":"Wes Craven","cinematographer":"Peter Deming","exemplarScore":0.573,"framesIndexed":65,"url":"https://framethrower.ai/film/scream-4-2011"}],"outlier":{"title":"The Cook, The Thief, His Wife & Her Lover","year":1989,"exemplarScore":0.32,"note":"Carries the least of what the rest of the list is made of."}}