{"title":"Best Gambling Movies","theme":"gambling","url":"https://framethrower.ai/list/gambling","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":29,"listedFilms":17,"frames":2060,"baselineFrames":404689},"signature":[{"element":"suspenders","timesMoreCommonThanBaseline":6.4,"shareOfThemeFrames":0.00301,"shareOfCatalogueFrames":0.00047,"observedInFrames":36},{"element":"river","timesMoreCommonThanBaseline":3.57,"shareOfThemeFrames":0.00301,"shareOfCatalogueFrames":0.00084,"observedInFrames":36},{"element":"neon sign","timesMoreCommonThanBaseline":3.21,"shareOfThemeFrames":0.00652,"shareOfCatalogueFrames":0.00203,"observedInFrames":78},{"element":"fedora","timesMoreCommonThanBaseline":2.77,"shareOfThemeFrames":0.0061,"shareOfCatalogueFrames":0.0022,"observedInFrames":73},{"element":"cowboy hat","timesMoreCommonThanBaseline":2.49,"shareOfThemeFrames":0.00309,"shareOfCatalogueFrames":0.00124,"observedInFrames":37},{"element":"cigarette","timesMoreCommonThanBaseline":2.43,"shareOfThemeFrames":0.00376,"shareOfCatalogueFrames":0.00154,"observedInFrames":45},{"element":"suit jacket","timesMoreCommonThanBaseline":2.23,"shareOfThemeFrames":0.01345,"shareOfCatalogueFrames":0.00604,"observedInFrames":161},{"element":"hat","timesMoreCommonThanBaseline":2.11,"shareOfThemeFrames":0.00359,"shareOfCatalogueFrames":0.00171,"observedInFrames":43}],"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":0.156,"shareOfCatalogueFrames":0.2073,"ratio":0.75},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8746,"shareOfCatalogueFrames":0.6903,"ratio":1.27},{"axis":"v4_lighting_key","value":"high_key","shareOfThemeFrames":0.155,"shareOfCatalogueFrames":0.1224,"ratio":1.27}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.48,"ratio":1.06},{"hue":"red","share":0.146,"ratio":0.97},{"hue":"blue","share":0.137,"ratio":0.79},{"hue":"yellow","share":0.102,"ratio":1.34}],"meanSaturation":0.233,"baselineSaturation":0.234,"meanLuminance":0.438,"baselineLuminance":0.434},"films":[{"rank":1,"title":"A River Runs Through It","year":1992,"director":"Robert Redford","cinematographer":"Philippe Rousselot","exemplarScore":1.357,"framesIndexed":220,"url":"https://framethrower.ai/film/a-river-runs-through-it-1992"},{"rank":2,"title":"The Hustler","year":1961,"director":"Robert Rossen","cinematographer":"Eugen Schüfftan","exemplarScore":0.671,"framesIndexed":64,"url":"https://framethrower.ai/film/the-hustler-1961"},{"rank":3,"title":"Hard Eight","year":1996,"director":"Paul Thomas Anderson","cinematographer":"Robert Elswit","exemplarScore":0.659,"framesIndexed":60,"url":"https://framethrower.ai/film/hard-eight-1996"},{"rank":4,"title":"Babylon","year":2022,"director":"Damien Chazelle","cinematographer":"Linus Sandgren","exemplarScore":0.628,"framesIndexed":67,"url":"https://framethrower.ai/film/babylon-2022"},{"rank":5,"title":"Casino","year":1995,"director":"Martin Scorsese","cinematographer":"Robert Richardson","exemplarScore":0.6,"framesIndexed":67,"url":"https://framethrower.ai/film/casino-1995"},{"rank":6,"title":"Mississippi Grind","year":2015,"director":"Anna Boden","cinematographer":"Andrij Parekh","exemplarScore":0.613,"framesIndexed":63,"url":"https://framethrower.ai/film/mississippi-grind-2015"},{"rank":7,"title":"One Piece Film: GOLD","year":2016,"director":"Hiroaki Miyamoto","cinematographer":"Naoyuki Wada","exemplarScore":0.577,"framesIndexed":157,"url":"https://framethrower.ai/film/one-piece-film-gold-2016"},{"rank":8,"title":"Wild Card","year":2015,"director":"Simon West","cinematographer":"Shelly Johnson","exemplarScore":0.476,"framesIndexed":102,"url":"https://framethrower.ai/film/wild-card-2015"},{"rank":9,"title":"Bad Lieutenant: Port Of Call New Orleans","year":2009,"director":"Werner Herzog","cinematographer":"Peter Zeitlinger","exemplarScore":0.454,"framesIndexed":64,"url":"https://framethrower.ai/film/bad-lieutenant-port-of-call-new-orleans-2009"},{"rank":10,"title":"The Card Counter","year":2021,"director":"Paul Schrader","cinematographer":"Alexander Dynan","exemplarScore":0.377,"framesIndexed":44,"url":"https://framethrower.ai/film/the-card-counter-2021"}],"outlier":{"title":"Yojimbo","year":1961,"exemplarScore":0,"note":"Carries the least of what the rest of the list is made of."}}