{"title":"Best Isolation Movies","theme":"isolation","url":"https://framethrower.ai/list/isolation","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":38,"listedFilms":29,"frames":2881,"baselineFrames":404689},"signature":[{"element":"stubble","timesMoreCommonThanBaseline":2.05,"shareOfThemeFrames":0.00573,"shareOfCatalogueFrames":0.00279,"observedInFrames":93},{"element":"skin","timesMoreCommonThanBaseline":1.84,"shareOfThemeFrames":0.00554,"shareOfCatalogueFrames":0.00301,"observedInFrames":90},{"element":"girl","timesMoreCommonThanBaseline":1.79,"shareOfThemeFrames":0.00425,"shareOfCatalogueFrames":0.00238,"observedInFrames":69},{"element":"sweater","timesMoreCommonThanBaseline":1.7,"shareOfThemeFrames":0.00326,"shareOfCatalogueFrames":0.00192,"observedInFrames":53},{"element":"eyes","timesMoreCommonThanBaseline":1.6,"shareOfThemeFrames":0.00333,"shareOfCatalogueFrames":0.00208,"observedInFrames":54},{"element":"glass","timesMoreCommonThanBaseline":1.58,"shareOfThemeFrames":0.00314,"shareOfCatalogueFrames":0.00199,"observedInFrames":51},{"element":"shadow","timesMoreCommonThanBaseline":1.51,"shareOfThemeFrames":0.00628,"shareOfCatalogueFrames":0.00417,"observedInFrames":102}],"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":0.2576,"shareOfCatalogueFrames":0.2073,"ratio":1.24}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.478,"ratio":1.05},{"hue":"blue","share":0.162,"ratio":0.93},{"hue":"red","share":0.155,"ratio":1.03},{"hue":"yellow","share":0.07,"ratio":0.92}],"meanSaturation":0.238,"baselineSaturation":0.234,"meanLuminance":0.417,"baselineLuminance":0.434},"films":[{"rank":1,"title":"The Lighthouse","year":2019,"director":"Robert Eggers","cinematographer":"Jarin Blaschke","exemplarScore":1.366,"framesIndexed":58,"url":"https://framethrower.ai/film/the-lighthouse-2019"},{"rank":2,"title":"Room","year":2015,"director":"Lenny Abrahamson","cinematographer":"Danny Cohen","exemplarScore":1.269,"framesIndexed":60,"url":"https://framethrower.ai/film/room-2015"},{"rank":3,"title":"Bug","year":null,"director":"William Friedkin","cinematographer":"Michael Grady","exemplarScore":1.31,"framesIndexed":65,"url":"https://framethrower.ai/film/bug"},{"rank":4,"title":"All Of Us Strangers","year":2023,"director":"Andrew Haigh","cinematographer":"Jamie D. Ramsay","exemplarScore":1.294,"framesIndexed":65,"url":"https://framethrower.ai/film/all-of-us-strangers-2023"},{"rank":5,"title":"Buried","year":2010,"director":"Rodrigo Cortés","cinematographer":"Eduard Grau","exemplarScore":1.258,"framesIndexed":63,"url":"https://framethrower.ai/film/buried-2010"},{"rank":6,"title":"No One Will Save You","year":2023,"director":"Brian Duffield","cinematographer":"Aaron Morton","exemplarScore":1.087,"framesIndexed":63,"url":"https://framethrower.ai/film/no-one-will-save-you-2023"},{"rank":7,"title":"Hour of the Wolf","year":1968,"director":"Ingmar Bergman","cinematographer":"Sven Nykvist","exemplarScore":1.071,"framesIndexed":64,"url":"https://framethrower.ai/film/hour-of-the-wolf-1968"},{"rank":8,"title":"The Piano","year":1993,"director":"Jane Campion","cinematographer":"Stuart Dryburgh","exemplarScore":1.024,"framesIndexed":64,"url":"https://framethrower.ai/film/the-piano-1993"},{"rank":9,"title":"Tideland","year":2005,"director":"Terry Gilliam","cinematographer":"Nicola Pecorini","exemplarScore":1.036,"framesIndexed":65,"url":"https://framethrower.ai/film/tideland-2005"},{"rank":10,"title":"Oxygen","year":2021,"director":"Alexandre Aja","cinematographer":"Maxime Alexandre","exemplarScore":0.959,"framesIndexed":64,"url":"https://framethrower.ai/film/oxygen-2021"}],"outlier":{"title":"Penelope","year":2007,"exemplarScore":0.343,"note":"Carries the least of what the rest of the list is made of."}}