{"title":"Best Death Game Movies","theme":"death game","url":"https://framethrower.ai/list/death-game","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":16,"listedFilms":14,"frames":1244,"baselineFrames":404689},"signature":[{"element":"blood","timesMoreCommonThanBaseline":7.08,"shareOfThemeFrames":0.02254,"shareOfCatalogueFrames":0.00318,"observedInFrames":161},{"element":"handgun","timesMoreCommonThanBaseline":6.33,"shareOfThemeFrames":0.0084,"shareOfCatalogueFrames":0.00133,"observedInFrames":60},{"element":"tactical vest","timesMoreCommonThanBaseline":5.68,"shareOfThemeFrames":0.00462,"shareOfCatalogueFrames":0.00081,"observedInFrames":33},{"element":"concrete floor","timesMoreCommonThanBaseline":5.52,"shareOfThemeFrames":0.00434,"shareOfCatalogueFrames":0.00079,"observedInFrames":31},{"element":"concrete wall","timesMoreCommonThanBaseline":4.43,"shareOfThemeFrames":0.00728,"shareOfCatalogueFrames":0.00165,"observedInFrames":52},{"element":"t-shirt","timesMoreCommonThanBaseline":2.51,"shareOfThemeFrames":0.00854,"shareOfCatalogueFrames":0.00341,"observedInFrames":61},{"element":"shadow","timesMoreCommonThanBaseline":2.08,"shareOfThemeFrames":0.00868,"shareOfCatalogueFrames":0.00417,"observedInFrames":62},{"element":"leather jacket","timesMoreCommonThanBaseline":1.98,"shareOfThemeFrames":0.00518,"shareOfCatalogueFrames":0.00262,"observedInFrames":37}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"camera_angle","value":"low_angle","shareOfThemeFrames":0.1026,"shareOfCatalogueFrames":0.0528,"ratio":1.94},{"axis":"v4_lighting_key","value":"natural","shareOfThemeFrames":0.2389,"shareOfCatalogueFrames":0.436,"ratio":0.55},{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.675,"shareOfCatalogueFrames":0.3929,"ratio":1.72},{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.2621,"shareOfCatalogueFrames":0.4253,"ratio":0.62},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.627,"shareOfCatalogueFrames":0.4219,"ratio":1.49}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.345,"ratio":0.76},{"hue":"red","share":0.179,"ratio":1.18},{"hue":"blue","share":0.158,"ratio":0.91},{"hue":"green","share":0.131,"ratio":2.18}],"meanSaturation":0.258,"baselineSaturation":0.234,"meanLuminance":0.365,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Saw IV","year":null,"director":"Darren Lynn Bousman","cinematographer":"David A. Armstrong","exemplarScore":1.127,"framesIndexed":65,"url":"https://framethrower.ai/film/saw-iv"},{"rank":2,"title":"Jigsaw","year":2017,"director":"Michael Spierig","cinematographer":"Ben Nott","exemplarScore":1.012,"framesIndexed":65,"url":"https://framethrower.ai/film/jigsaw-2017"},{"rank":3,"title":"Guns Akimbo","year":2020,"director":"Jason Lei Howden","cinematographer":"Stefan Ciupek","exemplarScore":1.008,"framesIndexed":141,"url":"https://framethrower.ai/film/guns-akimbo-2020"},{"rank":4,"title":"Saw VII: The Final Chapter","year":2010,"director":"Kevin Greutert","cinematographer":"Brian Gedge","exemplarScore":0.981,"framesIndexed":65,"url":"https://framethrower.ai/film/saw-vii-the-final-chapter-2010"},{"rank":5,"title":"31","year":2016,"director":"Rob Zombie","cinematographer":"David Daniel","exemplarScore":0.927,"framesIndexed":65,"url":"https://framethrower.ai/film/31-2016"},{"rank":6,"title":"The Hunt","year":2020,"director":"Craig Zobel","cinematographer":"Darran Tiernan","exemplarScore":0.725,"framesIndexed":65,"url":"https://framethrower.ai/film/the-hunt-2020"},{"rank":7,"title":"Battle Royale","year":2000,"director":"Kinji Fukasaku","cinematographer":"Katsumi Yanagijima","exemplarScore":0.703,"framesIndexed":65,"url":"https://framethrower.ai/film/battle-royale-2000"},{"rank":8,"title":"The Hunger Games: The Ballad of Songbirds & Snakes","year":2023,"director":"Francis Lawrence","cinematographer":"Jo Willems","exemplarScore":0.436,"framesIndexed":63,"url":"https://framethrower.ai/film/the-hunger-games-the-ballad-of-songbirds-snakes-2023"},{"rank":9,"title":"Ready or Not","year":2019,"director":"Tyler Gillett","cinematographer":"Brett Jutkiewicz","exemplarScore":0.265,"framesIndexed":74,"url":"https://framethrower.ai/film/ready-or-not-2019"}],"outlier":null}