{"title":"Best Filmmaking Movies","theme":"filmmaking","url":"https://framethrower.ai/list/filmmaking","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":31,"listedFilms":12,"frames":2357,"baselineFrames":404689},"signature":[{"element":"stone wall","timesMoreCommonThanBaseline":2,"shareOfThemeFrames":0.00687,"shareOfCatalogueFrames":0.00344,"observedInFrames":93},{"element":"sweater","timesMoreCommonThanBaseline":1.73,"shareOfThemeFrames":0.00332,"shareOfCatalogueFrames":0.00192,"observedInFrames":45},{"element":"sofa","timesMoreCommonThanBaseline":1.69,"shareOfThemeFrames":0.00347,"shareOfCatalogueFrames":0.00206,"observedInFrames":47},{"element":"mustache","timesMoreCommonThanBaseline":1.67,"shareOfThemeFrames":0.00443,"shareOfCatalogueFrames":0.00265,"observedInFrames":60},{"element":"chair","timesMoreCommonThanBaseline":1.6,"shareOfThemeFrames":0.00377,"shareOfCatalogueFrames":0.00235,"observedInFrames":51},{"element":"window","timesMoreCommonThanBaseline":1.58,"shareOfThemeFrames":0.01138,"shareOfCatalogueFrames":0.00722,"observedInFrames":154}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.854,"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":0.561,"ratio":1.24},{"hue":"red","share":0.13,"ratio":0.86},{"hue":"blue","share":0.119,"ratio":0.69},{"hue":"yellow","share":0.073,"ratio":0.96}],"meanSaturation":0.193,"baselineSaturation":0.234,"meanLuminance":0.442,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Sentimental Value","year":2025,"director":"Joachim Trier","cinematographer":"Kasper Tuxen","exemplarScore":1.248,"framesIndexed":187,"url":"https://framethrower.ai/film/sentimental-value-2025"},{"rank":2,"title":"Dolemite Is My Name","year":null,"director":"Craig Brewer","cinematographer":"Eric Steelberg","exemplarScore":0.96,"framesIndexed":62,"url":"https://framethrower.ai/film/dolemite-is-my-name"},{"rank":3,"title":"The Man Who Killed Don Quixote","year":2018,"director":"Terry Gilliam","cinematographer":"Nicola Pecorini","exemplarScore":0.956,"framesIndexed":59,"url":"https://framethrower.ai/film/the-man-who-killed-don-quixote-2018"},{"rank":4,"title":"Malcolm & Marie","year":2021,"director":"Sam Levinson","cinematographer":"Marcell Rév","exemplarScore":0.904,"framesIndexed":42,"url":"https://framethrower.ai/film/malcolm-marie-2021"},{"rank":5,"title":"Peeping Tom","year":1960,"director":"Michael Powell","cinematographer":"Otto Heller","exemplarScore":0.804,"framesIndexed":65,"url":"https://framethrower.ai/film/peeping-tom-1960"},{"rank":6,"title":"Hail, Caesar!","year":2016,"director":"Joel Coen","cinematographer":"Roger Deakins","exemplarScore":0.647,"framesIndexed":60,"url":"https://framethrower.ai/film/hail-caesar-2016"},{"rank":7,"title":"Hugo","year":2011,"director":"Martin Scorsese","cinematographer":"Robert Richardson","exemplarScore":0.629,"framesIndexed":77,"url":"https://framethrower.ai/film/hugo-2011"},{"rank":8,"title":"The Artist","year":2011,"director":"Michel Hazanavicius","cinematographer":"Guillaume Schiffman","exemplarScore":0.554,"framesIndexed":66,"url":"https://framethrower.ai/film/the-artist-2011"},{"rank":9,"title":"Babylon","year":2022,"director":"Damien Chazelle","cinematographer":"Linus Sandgren","exemplarScore":0.483,"framesIndexed":67,"url":"https://framethrower.ai/film/babylon-2022"},{"rank":10,"title":"The Fabelmans","year":2022,"director":"Steven Spielberg","cinematographer":"Janusz Kamiński","exemplarScore":0.479,"framesIndexed":62,"url":"https://framethrower.ai/film/the-fabelmans-2022"}],"outlier":{"title":"The Fall","year":null,"exemplarScore":0.457,"note":"Carries the least of what the rest of the list is made of."}}