{"title":"Best Subway Movies","theme":"subway","url":"https://framethrower.ai/list/subway","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":18,"listedFilms":12,"frames":1392,"baselineFrames":404689},"signature":[{"element":"police officer","timesMoreCommonThanBaseline":4.23,"shareOfThemeFrames":0.00398,"shareOfCatalogueFrames":0.00094,"observedInFrames":32},{"element":"streetlamp","timesMoreCommonThanBaseline":3.02,"shareOfThemeFrames":0.00609,"shareOfCatalogueFrames":0.00202,"observedInFrames":49},{"element":"pavement","timesMoreCommonThanBaseline":2.99,"shareOfThemeFrames":0.00336,"shareOfCatalogueFrames":0.00112,"observedInFrames":27},{"element":"handgun","timesMoreCommonThanBaseline":2.9,"shareOfThemeFrames":0.00385,"shareOfCatalogueFrames":0.00133,"observedInFrames":31},{"element":"trench coat","timesMoreCommonThanBaseline":2.81,"shareOfThemeFrames":0.0046,"shareOfCatalogueFrames":0.00164,"observedInFrames":37},{"element":"desk lamp","timesMoreCommonThanBaseline":2.73,"shareOfThemeFrames":0.0036,"shareOfCatalogueFrames":0.00132,"observedInFrames":29},{"element":"sunglasses","timesMoreCommonThanBaseline":2.57,"shareOfThemeFrames":0.00423,"shareOfCatalogueFrames":0.00164,"observedInFrames":34},{"element":"neon sign","timesMoreCommonThanBaseline":2.51,"shareOfThemeFrames":0.0051,"shareOfCatalogueFrames":0.00203,"observedInFrames":41}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"time_of_day","value":"day","shareOfThemeFrames":0.2924,"shareOfCatalogueFrames":0.4253,"ratio":0.69},{"axis":"v4_lighting_key","value":"low_key","shareOfThemeFrames":0.5349,"shareOfCatalogueFrames":0.3929,"ratio":1.36},{"axis":"time_of_day","value":"night","shareOfThemeFrames":0.5675,"shareOfCatalogueFrames":0.4219,"ratio":1.35},{"axis":"v4_lighting_key","value":"natural","shareOfThemeFrames":0.3336,"shareOfCatalogueFrames":0.436,"ratio":0.77},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8315,"shareOfCatalogueFrames":0.6903,"ratio":1.2}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.463,"ratio":1.02},{"hue":"blue","share":0.184,"ratio":1.06},{"hue":"red","share":0.137,"ratio":0.91},{"hue":"yellow","share":0.099,"ratio":1.29}],"meanSaturation":0.234,"baselineSaturation":0.234,"meanLuminance":0.407,"baselineLuminance":0.434},"films":[{"rank":1,"title":"21 Bridges","year":2019,"director":"Brian Kirk","cinematographer":"Paul Cameron","exemplarScore":1.227,"framesIndexed":154,"url":"https://framethrower.ai/film/21-bridges-2019"},{"rank":2,"title":"The Matrix Revolutions","year":2003,"director":"Lilly Wachowski","cinematographer":"Bill Pope","exemplarScore":0.846,"framesIndexed":64,"url":"https://framethrower.ai/film/the-matrix-revolutions-2003"},{"rank":3,"title":"Dressed to Kill","year":1980,"director":"Brian De Palma","cinematographer":"Ralf D. Bode","exemplarScore":0.799,"framesIndexed":204,"url":"https://framethrower.ai/film/dressed-to-kill-1980"},{"rank":4,"title":"Paris, Je T’Aime","year":2006,"director":"Sylvain Chomet","cinematographer":"Michel Amathieu","exemplarScore":0.802,"framesIndexed":64,"url":"https://framethrower.ai/film/paris-je-taime-2006"},{"rank":5,"title":"The Yards","year":2000,"director":"James Gray","cinematographer":"Harris Savides","exemplarScore":0.724,"framesIndexed":62,"url":"https://framethrower.ai/film/the-yards-2000"},{"rank":6,"title":"After Hours","year":1985,"director":"Martin Scorsese","cinematographer":"Michael Ballhaus","exemplarScore":0.676,"framesIndexed":65,"url":"https://framethrower.ai/film/after-hours-1985"},{"rank":7,"title":"Swimming Pool","year":2003,"director":"François Ozon","cinematographer":"Yorick Le Saux","exemplarScore":0.574,"framesIndexed":64,"url":"https://framethrower.ai/film/swimming-pool-2003"},{"rank":8,"title":"Exposed","year":2016,"director":"Gee Malik Linton","cinematographer":"Trevor Forrest","exemplarScore":0.548,"framesIndexed":133,"url":"https://framethrower.ai/film/exposed-2016"},{"rank":9,"title":"Jacob’s Ladder","year":1990,"director":"Adrian Lyne","cinematographer":"Jeffrey L. Kimball","exemplarScore":0.382,"framesIndexed":52,"url":"https://framethrower.ai/film/jacobs-ladder-1990"},{"rank":10,"title":"Mirrors","year":2008,"director":"Alexandre Aja","cinematographer":"Maxime Alexandre","exemplarScore":0.333,"framesIndexed":64,"url":"https://framethrower.ai/film/mirrors-2008"}],"outlier":{"title":"The Seven Year Itch","year":1955,"exemplarScore":0.167,"note":"Carries the least of what the rest of the list is made of."}}