{"title":"Best Cancer Movies","theme":"cancer","url":"https://framethrower.ai/list/cancer","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":19,"frames":1501,"baselineFrames":404689},"signature":[{"element":"boy","timesMoreCommonThanBaseline":2.32,"shareOfThemeFrames":0.00647,"shareOfCatalogueFrames":0.00279,"observedInFrames":56},{"element":"chair","timesMoreCommonThanBaseline":2.02,"shareOfThemeFrames":0.00474,"shareOfCatalogueFrames":0.00235,"observedInFrames":41},{"element":"book","timesMoreCommonThanBaseline":1.9,"shareOfThemeFrames":0.00301,"shareOfCatalogueFrames":0.00158,"observedInFrames":26},{"element":"curtain","timesMoreCommonThanBaseline":1.81,"shareOfThemeFrames":0.00393,"shareOfCatalogueFrames":0.00218,"observedInFrames":34},{"element":"wooden chair","timesMoreCommonThanBaseline":1.75,"shareOfThemeFrames":0.00301,"shareOfCatalogueFrames":0.00172,"observedInFrames":26},{"element":"plaid shirt","timesMoreCommonThanBaseline":1.67,"shareOfThemeFrames":0.00358,"shareOfCatalogueFrames":0.00215,"observedInFrames":31},{"element":"pillow","timesMoreCommonThanBaseline":1.67,"shareOfThemeFrames":0.00381,"shareOfCatalogueFrames":0.00228,"observedInFrames":33},{"element":"sofa","timesMoreCommonThanBaseline":1.57,"shareOfThemeFrames":0.00324,"shareOfCatalogueFrames":0.00206,"observedInFrames":28}],"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":0.2468,"shareOfCatalogueFrames":0.1952,"ratio":1.26},{"axis":"v4_lighting_key","value":"high_key","shareOfThemeFrames":0.1521,"shareOfCatalogueFrames":0.1224,"ratio":1.24},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8534,"shareOfCatalogueFrames":0.6903,"ratio":1.24}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.398,"ratio":0.88},{"hue":"blue","share":0.198,"ratio":1.14},{"hue":"red","share":0.152,"ratio":1},{"hue":"yellow","share":0.091,"ratio":1.19}],"meanSaturation":0.227,"baselineSaturation":0.234,"meanLuminance":0.434,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Me and Earl and the Dying Girl","year":2015,"director":"Alfonso Gomez-Rejon","cinematographer":"Chung Chung-hoon","exemplarScore":1.288,"framesIndexed":65,"url":"https://framethrower.ai/film/me-and-earl-and-the-dying-girl-2015"},{"rank":2,"title":"First Reformed","year":2017,"director":"Paul Schrader","cinematographer":"Alexander Dynan","exemplarScore":1.183,"framesIndexed":61,"url":"https://framethrower.ai/film/first-reformed-2017"},{"rank":3,"title":"A Walk to Remember","year":2002,"director":"Adam Shankman","cinematographer":"Julio Macat","exemplarScore":1.152,"framesIndexed":72,"url":"https://framethrower.ai/film/a-walk-to-remember-2002"},{"rank":4,"title":"The Life of Chuck","year":2024,"director":"Mike Flanagan","cinematographer":"Eben Bolter","exemplarScore":1.108,"framesIndexed":65,"url":"https://framethrower.ai/film/the-life-of-chuck-2024"},{"rank":5,"title":"First Man","year":2018,"director":"Damien Chazelle","cinematographer":"Linus Sandgren","exemplarScore":1.037,"framesIndexed":113,"url":"https://framethrower.ai/film/first-man-2018"},{"rank":6,"title":"Cries and Whispers","year":1972,"director":"Ingmar Bergman","cinematographer":"Sven Nykvist","exemplarScore":0.968,"framesIndexed":65,"url":"https://framethrower.ai/film/cries-and-whispers-1972"},{"rank":7,"title":"Big Fish","year":2003,"director":"Tim Burton","cinematographer":"Philippe Rousselot","exemplarScore":0.855,"framesIndexed":65,"url":"https://framethrower.ai/film/big-fish-2003"},{"rank":8,"title":"The Worst Person in the World","year":2021,"director":"Joachim Trier","cinematographer":"Kasper Tuxen","exemplarScore":0.769,"framesIndexed":65,"url":"https://framethrower.ai/film/the-worst-person-in-the-world-2021"},{"rank":9,"title":"Annihilation","year":2018,"director":"Alex Garland","cinematographer":"Rob Hardy","exemplarScore":0.709,"framesIndexed":64,"url":"https://framethrower.ai/film/annihilation-2018"},{"rank":10,"title":"The Map of Tiny Perfect Things","year":2021,"director":"Ian Samuels","cinematographer":"Andrew Wehde","exemplarScore":0.725,"framesIndexed":151,"url":"https://framethrower.ai/film/the-map-of-tiny-perfect-things-2021"}],"outlier":{"title":"Creed","year":2015,"exemplarScore":0.188,"note":"Carries the least of what the rest of the list is made of."}}