Datasets:
tmdb_id int64 2 1.65M | title stringlengths 1 104 | year int64 1.89k 2.03k | genres listlengths 0 9 | runtime int64 1 960 ⌀ | tmdb_rating float64 1 10 ⌀ | poster_path stringlengths 30 32 ⌀ | valence float64 -0.95 0.85 | arousal float64 -0.85 0.95 | dominance float64 -0.9 0.9 | absorption float64 0.15 0.95 | hedonic float64 0 0.95 | eudaimonic float64 0 0.95 | psych_rich float64 0.05 0.98 | emotional_arc stringclasses 16
values | dominant_emotions listlengths 2 4 | mood_tags listlengths 3 7 | watch_context listlengths 0 4 | vibe_sentence stringlengths 39 138 | pacing stringclasses 6
values | ending_type stringclasses 31
values | comfort_level float64 0.02 0.95 | safety_warnings listlengths 0 5 | conversation_potential float64 0.05 0.95 | rt_critic int64 0 100 ⌀ | rt_audience int64 0 100 ⌀ | imdb_rating float64 1.2 9.3 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | Ariel | 1,988 | [
"Comedy",
"Drama",
"Romance",
"Crime"
] | 73 | 7.104 | /ojDg0PGvs6R9xYFodRct2kdI6wC.jpg | -0.15 | 0.25 | -0.35 | 0.72 | 0.15 | 0.85 | 0.8 | man-in-a-hole | [
"sadness",
"hope",
"loneliness"
] | [
"redemption",
"working-class-struggle",
"isolation",
"urban-melancholy",
"first-love",
"grief"
] | [
"solo"
] | A quiet fall through gray Finnish winter toward unexpected grace. | slow-burn | bittersweet | 0.35 | [
"sudden-grief"
] | 0.78 | null | null | 7.4 |
3 | Shadows in Paradise | 1,986 | [
"Comedy",
"Drama",
"Romance"
] | 74 | 7.261 | /nj01hspawPof0mJmlgfjuLyJuRN.jpg | -0.15 | 0.35 | 0.25 | 0.62 | 0.35 | 0.78 | 0.72 | man-in-a-hole | [
"sadness",
"trust",
"anticipation"
] | [
"loneliness",
"class-struggle",
"unlikely-connection",
"melancholy-romance",
"working-poor",
"nordic-noir"
] | [
"solo",
"date"
] | Two lonely people finding warmth in Helsinki's cold margins. | slow-burn | bittersweet | 0.72 | [] | 0.68 | null | 87 | 7.4 |
5 | Four Rooms | 1,995 | [
"Comedy"
] | 98 | 5.892 | /75aHn1NOYXh4M7L5shoeQ6NGykP.jpg | -0.15 | 0.6 | 0.3 | 0.35 | 0.45 | 0.15 | 0.5 | episodic | [
"surprise",
"anticipation"
] | [
"dark-humor",
"new-year",
"absurdist",
"anthology",
"hotel-chaos",
"indie"
] | [
"friends",
"solo"
] | Chaotic midnight madness with uneven laughs and exhausting energy. | relentless | unsettling | 0.55 | [] | 0.65 | 13 | 69 | 6.7 |
6 | Judgment Night | 1,993 | [
"Action",
"Crime",
"Thriller"
] | 109 | 6.5 | /3rvvpS9YPM5HB2f4HYiNiJVtdam.jpg | -0.4 | 0.75 | -0.55 | 0.45 | 0.5 | 0.25 | 0.2 | man-in-a-hole | [
"fear",
"anger"
] | [
"survival",
"pursuit",
"urban-danger",
"helplessness",
"witness-trauma"
] | [
"solo",
"friends"
] | Trapped in an endless chase through a hostile city, gasping for air. | relentless | devastating | 0.35 | [
"sudden-grief"
] | 0.55 | null | null | 6.6 |
11 | Star Wars | 1,977 | [
"Adventure",
"Action",
"Science Fiction"
] | 121 | 8.2 | /6FfCtAuVAW8XJjZ7eWeLibRLWTw.jpg | 0.8 | 0.75 | 0.85 | 0.65 | 0.85 | 0.7 | 0.6 | rags-to-riches | [
"joy",
"anticipation",
"triumph"
] | [
"heroic-journey",
"good-vs-evil",
"adventure",
"wonder",
"redemption",
"escapism"
] | [
"friends",
"family",
"solo"
] | Soaring through starfields with infectious wonder and pure cinematic joy. | building | triumphant | 0.9 | [] | 0.75 | null | null | 8.6 |
12 | Finding Nemo | 2,003 | [
"Animation",
"Family",
"Adventure"
] | 100 | 7.817 | /eHuGQ10FUzK1mdOY69wF5pGgEf5.jpg | 0.72 | 0.68 | 0.75 | 0.62 | 0.88 | 0.76 | 0.54 | man-in-a-hole | [
"joy",
"trust",
"anticipation"
] | [
"father-son-bond",
"found-family",
"coming-of-age",
"adventure",
"resilience",
"ocean-wonder"
] | [
"family",
"friends"
] | Sunlit ocean adventure with surprising emotional depth beneath the laughs. | building | triumphant | 0.85 | [
"sudden-grief"
] | 0.68 | null | null | 8.2 |
13 | Forrest Gump | 1,994 | [
"Comedy",
"Drama",
"Romance"
] | 142 | 8.463 | /saHP97rTPS5eLmrLQEcANmKrsFl.jpg | 0.62 | 0.45 | 0.68 | 0.58 | 0.82 | 0.71 | 0.54 | man-in-a-hole | [
"joy",
"sadness",
"trust"
] | [
"feel-good",
"coming-of-age",
"found-family",
"optimism",
"bittersweet",
"nostalgia"
] | [
"solo",
"date",
"family"
] | Warm nostalgia with an ache underneath, moving effortlessly through decades. | episodic | bittersweet | 0.82 | [
"sudden-grief"
] | 0.68 | 71 | 95 | 8.8 |
14 | American Beauty | 1,999 | [
"Drama"
] | 122 | 8 | /wby9315QzVKdW9BonAefg8jGTTb.jpg | -0.15 | 0.55 | 0.25 | 0.82 | 0.35 | 0.88 | 0.85 | icarus | [
"sadness",
"anger",
"anticipation"
] | [
"midlife-crisis",
"suburban-malaise",
"coming-of-age",
"existential",
"dark-satire",
"self-destruction"
] | [
"solo",
"friends"
] | Seductive emptiness beneath manicured lawns; beauty as a mirror for rot. | building | devastating | 0.4 | [
"sudden-grief"
] | 0.92 | 87 | 93 | 8.3 |
15 | Citizen Kane | 1,941 | [
"Mystery",
"Drama"
] | 119 | 7.978 | /sav0jxhqiH0bPr2vZFU0Kjt2nZL.jpg | -0.3 | -0.4 | -0.5 | 0.85 | 0.2 | 0.9 | 0.95 | riches-to-rags | [
"sadness",
"melancholy",
"sympathy"
] | [
"ambition-and-ruin",
"isolation",
"nostalgia",
"american-dream-critique",
"existential",
"power-corruption"
] | [
"solo"
] | Chasing ghosts through palatial ruins, haunted by the weight of everything you've built. | slow-burn | devastating | 0.4 | [] | 0.92 | 99 | 90 | 8.2 |
16 | Dancer in the Dark | 2,000 | [
"Drama",
"Crime"
] | 140 | 7.85 | /pWzOfTJRZHPNO1VNrMnNFqRcJwg.jpg | -0.85 | 0.6 | -0.75 | 0.88 | 0.15 | 0.92 | 0.85 | oedipus | [
"sadness",
"anger",
"despair"
] | [
"hopelessness",
"injustice",
"isolation",
"maternal-sacrifice",
"poverty-trap",
"systemic-cruelty"
] | [
"solo"
] | Watching joy dissolve into unbearable darkness, minute by minute. | slow-burn | devastating | 0.12 | [
"suicide",
"sudden-grief"
] | 0.92 | 69 | 91 | 7.9 |
18 | The Fifth Element | 1,997 | [
"Science Fiction",
"Action",
"Adventure"
] | 126 | 7.564 | /fPtlCO1yQtnoLHOwKtWz7db6RGU.jpg | 0.65 | 0.78 | 0.72 | 0.62 | 0.82 | 0.35 | 0.71 | man-in-a-hole | [
"joy",
"anticipation",
"surprise"
] | [
"space-opera",
"visual-spectacle",
"absurdist",
"saving-the-world",
"cyberpunk-wonder",
"daydream-logic"
] | [
"friends",
"solo"
] | Neon-soaked fever dream that trades logic for pure imaginative joy. | relentless | triumphant | 0.78 | [] | 0.72 | 71 | 86 | 7.6 |
19 | Metropolis | 1,927 | [
"Drama",
"Science Fiction"
] | 148 | 8.09 | /kr9wXRN23zLuWJIelahas1mtnYj.jpg | -0.15 | 0.62 | -0.35 | 0.78 | 0.4 | 0.85 | 0.88 | oedipus | [
"fear",
"sadness",
"anger"
] | [
"class-struggle",
"dystopian",
"prophetic",
"dehumanization",
"betrayal",
"expressionist",
"cautionary"
] | [
"solo"
] | Towering dread and mechanical chaos, beautiful and terrible. | building | bittersweet | 0.35 | [
"graphic-violence"
] | 0.92 | 97 | 92 | 8.2 |
20 | My Life Without Me | 2,003 | [
"Drama",
"Romance"
] | 106 | 6.075 | /pFEtVPW88pWflYV84UFL0h1iJr3.jpg | -0.35 | 0.28 | 0.15 | 0.72 | 0.15 | 0.85 | 0.68 | man-in-a-hole | [
"sadness",
"love",
"bittersweet"
] | [
"terminal-illness",
"last-wishes",
"mother-love",
"mortality",
"bittersweet",
"quiet-defiance"
] | [
"solo"
] | Watching someone love harder because time is running out. | slow-burn | devastating | 0.2 | [
"sudden-grief"
] | 0.82 | null | null | 7.4 |
22 | Pirates of the Caribbean: The Curse of the Black Pearl | 2,003 | [
"Adventure",
"Fantasy",
"Action"
] | 143 | 7.82 | /poHwCZeWzJCShH7tOjg8RIoyjcw.jpg | 0.75 | 0.72 | 0.8 | 0.58 | 0.88 | 0.35 | 0.52 | man-in-a-hole | [
"joy",
"anticipation",
"surprise"
] | [
"swashbuckling",
"adventure",
"witty",
"treasure-hunt",
"found-family",
"supernatural"
] | [
"friends",
"family"
] | Swashbuckling chaos and rum-soaked charm under moonlit skies. | building | triumphant | 0.82 | [] | 0.68 | 80 | 86 | 8.1 |
24 | Kill Bill: Vol. 1 | 2,003 | [
"Action",
"Crime"
] | 111 | 7.971 | /v7TaX8kXMXs5yFFGR41guUDNcnB.jpg | 0.65 | 0.82 | 0.78 | 0.72 | 0.85 | 0.45 | 0.75 | rags-to-riches | [
"anger",
"anticipation",
"joy"
] | [
"revenge",
"empowerment",
"stylized-violence",
"adrenaline",
"cinema-as-art",
"cathartic"
] | [
"solo",
"friends"
] | Pure adrenaline wrapped in pop-culture pastiche and sword-song fury. | relentless | twist | 0.55 | [
"graphic-violence"
] | 0.82 | 85 | 81 | 8.2 |
25 | Jarhead | 2,005 | [
"Drama",
"War"
] | 123 | 6.7 | /6vdj47RAWOUZBkeQmqToeZ7eaio.jpg | -0.35 | 0.55 | -0.15 | 0.72 | 0.25 | 0.68 | 0.62 | man-in-a-hole | [
"frustration",
"sadness",
"anticipation"
] | [
"military-discipline",
"psychological-deterioration",
"war-ambivalence",
"isolation",
"masculine-fragility",
"anti-war"
] | [
"solo",
"friends"
] | Desert boredom metastasizing into existential dread, waiting for violence that never comes. | slow-burn | ambiguous | 0.45 | [
"psychological-manipulation",
"self-harm"
] | 0.78 | 61 | 68 | 7 |
27 | 9 Songs | 2,004 | [
"Drama",
"Music",
"Romance"
] | 70 | 5.528 | /91O7z0vo7MiNWd5xD2BoivwbQsb.jpg | -0.15 | 0.45 | 0.35 | 0.35 | 0.4 | 0.55 | 0.5 | man-in-a-hole | [
"sadness",
"desire",
"anticipation"
] | [
"doomed-romance",
"sensuality",
"melancholy",
"temporal-loss",
"music-as-memory"
] | [
"solo",
"date"
] | Fragile summer romance dissolving in concert lights and uncertain touch. | episodic | bittersweet | 0.35 | [
"graphic-sexuality"
] | 0.65 | 24 | 32 | 4.8 |
28 | Apocalypse Now | 1,979 | [
"Drama",
"War"
] | 147 | 8.268 | /gQB8Y5RCMkv2zwzFHbUJX3kAhvA.jpg | -0.65 | 0.72 | -0.55 | 0.88 | 0.15 | 0.85 | 0.92 | oedipus | [
"fear",
"disgust",
"awe"
] | [
"descent-into-madness",
"war-trauma",
"moral-corruption",
"existential-horror",
"surrealist",
"anti-war"
] | [
"solo"
] | Fever dream drift into humanity's darkest heart, beautiful and suffocating. | slow-burn | devastating | 0.25 | [
"graphic-violence",
"psychological-manipulation"
] | 0.92 | 98 | 94 | 8.4 |
33 | Unforgiven | 1,992 | [
"Western"
] | 130 | 7.906 | /54roTwbX9fltg85zjsmrooXAs12.jpg | -0.25 | 0.4 | 0.15 | 0.75 | 0.3 | 0.85 | 0.8 | oedipus | [
"sadness",
"regret",
"anger"
] | [
"redemption",
"regret",
"moral-reckoning",
"western-deconstruction",
"violence-as-cost",
"aging-gunfighter"
] | [
"solo",
"friends"
] | Dust and whiskey, the hollow cost of retribution, slow reckoning. | slow-burn | devastating | 0.45 | [
"graphic-violence"
] | 0.9 | 96 | 93 | 8.2 |
35 | The Simpsons Movie | 2,007 | [
"Animation",
"Comedy",
"Family"
] | 87 | 7.021 | /s3b8TZWwmkYc2KoJ5zk77qB6PzY.jpg | 0.72 | 0.68 | 0.65 | 0.42 | 0.85 | 0.52 | 0.58 | man-in-a-hole | [
"joy",
"surprise"
] | [
"family-dysfunction",
"redemption",
"absurdist-humor",
"environmental-satire",
"lighthearted",
"comedic-chaos"
] | [
"solo",
"friends",
"family"
] | Cartoon mayhem with heart, laughing at disaster while rooting for the lovable screwups. | building | triumphant | 0.82 | [] | 0.58 | 87 | 77 | 7.3 |
38 | Eternal Sunshine of the Spotless Mind | 2,004 | [
"Science Fiction",
"Drama",
"Romance"
] | 108 | 8.091 | /5MwkWH9tYHv3mV9OdYTMR5qreIz.jpg | -0.15 | 0.35 | 0.2 | 0.92 | 0.25 | 0.88 | 0.9 | oedipus | [
"sadness",
"nostalgia",
"bittersweet-longing"
] | [
"memory-and-loss",
"doomed-love",
"regret",
"existential",
"bittersweet-redemption",
"surreal-dreamlogic"
] | [
"solo",
"date"
] | Watching your own heartbreak dissolve while realizing you'd choose it again. | slow-burn | bittersweet | 0.35 | [] | 0.92 | 92 | 94 | 8.3 |
55 | Amores Perros | 2,000 | [
"Drama",
"Thriller"
] | 154 | 7.632 | /A4lH22nlFF7MdalGfcvSrlC1ttt.jpg | -0.55 | 0.65 | -0.35 | 0.85 | 0.15 | 0.82 | 0.78 | oedipus | [
"sadness",
"anger",
"fear"
] | [
"redemption",
"urban-despair",
"class-divide",
"consequence",
"interconnection",
"betrayal"
] | [
"solo"
] | Brutal honesty about desire and its violent consequences. | building | devastating | 0.25 | [
"graphic-violence",
"animal-harm"
] | 0.88 | null | null | 8 |
58 | Pirates of the Caribbean: Dead Man's Chest | 2,006 | [
"Adventure",
"Fantasy",
"Action"
] | 151 | 7.4 | /uXEqmloGyP7UXAiphJUu2v2pcuE.jpg | 0.55 | 0.72 | 0.58 | 0.45 | 0.8 | 0.35 | 0.4 | man-in-a-hole | [
"joy",
"anticipation",
"surprise"
] | [
"swashbuckling",
"adventure",
"witty-banter",
"supernatural-threat",
"high-stakes",
"escapism"
] | [
"friends",
"family"
] | Rollicking chaos and clever quips under perpetual supernatural threat. | relentless | devastating | 0.72 | [] | 0.62 | 53 | 72 | 7.4 |
59 | A History of Violence | 2,005 | [
"Drama",
"Thriller",
"Crime"
] | 96 | 7.166 | /3qnO72NHmUgs9JZXAmu4aId9QDl.jpg | -0.4 | 0.65 | -0.2 | 0.8 | 0.2 | 0.75 | 0.8 | oedipus | [
"anger",
"fear",
"sadness"
] | [
"identity-crisis",
"duality",
"psychological-unraveling",
"marital-rupture",
"moral-ambiguity",
"violence-consequences"
] | [
"solo"
] | Comfortable lies shatter into violent truths, leaving only wreckage. | building | unsettling | 0.35 | [
"sudden-grief",
"domestic-abuse"
] | 0.85 | 87 | 76 | 7.4 |
62 | 2001: A Space Odyssey | 1,968 | [
"Science Fiction",
"Mystery",
"Adventure"
] | 149 | 8.054 | /ve72VxNqjGM69Uky4WTo2bK6rfq.jpg | -0.15 | 0.25 | 0.1 | 0.92 | 0.3 | 0.85 | 0.9 | man-in-a-hole | [
"awe",
"wonder",
"existential-dread"
] | [
"cosmic-horror",
"existential",
"transcendence",
"isolation",
"philosophical",
"evolution"
] | [
"solo"
] | Vast silence punctuated by otherworldly communion, profoundly lonely and magnificent. | slow-burn | ambiguous | 0.25 | [] | 0.95 | 91 | 89 | 8.3 |
63 | Twelve Monkeys | 1,995 | [
"Science Fiction",
"Thriller",
"Mystery"
] | 129 | 7.602 | /gt3iyguaCIw8DpQZI1LIN5TohM2.jpg | -0.35 | 0.68 | -0.45 | 0.88 | 0.45 | 0.72 | 0.85 | oedipus | [
"fear",
"paranoia",
"sadness"
] | [
"dystopian",
"time-paradox",
"psychological-unraveling",
"conspiracy",
"dark-sci-fi",
"existential-dread"
] | [
"solo",
"friends"
] | Trapped in a maze of your own fractured mind, watching reality slip sideways. | building | twist | 0.25 | [
"psychological-manipulation",
"mental-health-stigma"
] | 0.92 | null | null | 8 |
64 | Talk to Her | 2,002 | [
"Drama",
"Romance"
] | 112 | 7.577 | /fWDbQlOWOqjR5jZm98KjGyYmUOw.jpg | -0.15 | 0.35 | 0.25 | 0.82 | 0.35 | 0.85 | 0.88 | oedipus | [
"sadness",
"tenderness",
"melancholy"
] | [
"loneliness",
"obsessive-love",
"mortality",
"artistic-beauty",
"care-and-devotion",
"transgression"
] | [
"solo",
"date"
] | Melancholic tenderness unfolding in hospital fluorescence, beautiful and deeply unsettling. | slow-burn | devastating | 0.25 | [
"sexual-assault",
"suicide"
] | 0.92 | 91 | 93 | 7.9 |
65 | 8 Mile | 2,002 | [
"Drama",
"Music"
] | 111 | 7.142 | /7BmQj8qE1FLuLTf7Xjf9sdIHzoa.jpg | 0.35 | 0.62 | 0.45 | 0.58 | 0.55 | 0.72 | 0.42 | man-in-a-hole | [
"determination",
"fear",
"triumph"
] | [
"underdog",
"coming-of-age",
"redemption",
"gritty-realism",
"found-family",
"struggle"
] | [
"solo",
"friends"
] | Cold Detroit nights where survival and ambition collide over microphone battles. | building | triumphant | 0.72 | [] | 0.68 | 75 | 54 | 7.2 |
66 | Absolute Power | 1,997 | [
"Crime",
"Drama",
"Action"
] | 121 | 6.663 | /izvyt3cxlilhbYwybTOteDWqf99.jpg | -0.15 | 0.72 | 0.45 | 0.68 | 0.35 | 0.62 | 0.38 | man-in-a-hole | [
"anger",
"fear",
"anticipation"
] | [
"corruption",
"revenge",
"justice",
"paranoia",
"father-daughter",
"high-stakes"
] | [
"solo",
"friends"
] | Taut cat-and-mouse thriller where ordinary man outsmarts absolute power. | building | triumphant | 0.58 | [
"sexual-assault",
"graphic-violence"
] | 0.62 | null | null | 6.7 |
67 | Paradise Now | 2,005 | [
"Crime",
"Thriller",
"Drama",
"War"
] | 90 | 6.878 | /qWZkYa8VdcDZk8uzRB2PfhpM9IL.jpg | -0.65 | 0.55 | -0.4 | 0.85 | 0.1 | 0.88 | 0.82 | oedipus | [
"sadness",
"anticipation",
"fear"
] | [
"political-conflict",
"moral-complexity",
"betrayal",
"radicalization",
"friendship-tested",
"existential-dread"
] | [
"solo"
] | Suffocating tension wrapped in the quiet desperation of two men collapsing inward. | building | ambiguous | 0.25 | [
"suicide",
"sudden-grief"
] | 0.92 | 89 | 87 | 7.4 |
68 | Brazil | 1,985 | [
"Comedy",
"Science Fiction"
] | 143 | 7.667 | /aewan59WcFThBimkTVVoNf2o5Vb.jpg | -0.55 | 0.62 | -0.45 | 0.88 | 0.45 | 0.72 | 0.92 | oedipus | [
"anxiety",
"darkly comic-relief",
"despair"
] | [
"dystopian-bureaucracy",
"surreal-nightmare",
"absurdist",
"dark-comedy",
"paranoia",
"resistance"
] | [
"solo"
] | Trapped in Kafka's fever dream while the walls close in. | building | ambiguous | 0.25 | [
"sudden-grief",
"psychological-manipulation"
] | 0.89 | 98 | 90 | 7.8 |
69 | Walk the Line | 2,005 | [
"Drama",
"Music",
"Romance"
] | 136 | 7.5 | /p8lPTjvjOjTfvC1E9pmMwcF9vkn.jpg | 0.35 | 0.58 | 0.42 | 0.68 | 0.62 | 0.74 | 0.51 | man-in-a-hole | [
"sadness",
"hope",
"regret"
] | [
"redemption",
"addiction",
"forbidden-love",
"loss",
"second-chances",
"music"
] | [
"solo",
"date"
] | Stumbling toward grace through smoke and heartbreak, finding redemption in another's arms. | building | bittersweet | 0.68 | [
"sudden-grief",
"self-harm"
] | 0.72 | 82 | 90 | 7.8 |
70 | Million Dollar Baby | 2,004 | [
"Drama"
] | 132 | 8 | /jcfEqKdWF1zeyvECPqp3mkWLct2.jpg | -0.15 | 0.35 | 0.25 | 0.78 | 0.4 | 0.85 | 0.6 | man-in-a-hole | [
"sadness",
"trust",
"bittersweet-joy"
] | [
"redemption",
"unlikely-friendship",
"tragedy",
"boxing",
"mentor-bond",
"euthanasia"
] | [
"solo",
"date"
] | Quiet devastation wrapped in human connection, building toward unbearable choice. | slow-burn | devastating | 0.35 | [
"suicide",
"sudden-grief"
] | 0.88 | 90 | 90 | 8.1 |
71 | Billy Elliot | 2,000 | [
"Drama",
"Comedy",
"Music"
] | 111 | 7.594 | /nOr5diUZxphmAD3li9aiILyI28F.jpg | 0.72 | 0.58 | 0.68 | 0.62 | 0.8 | 0.85 | 0.65 | man-in-a-hole | [
"joy",
"sadness",
"trust"
] | [
"coming-of-age",
"redemption",
"found-family",
"passion",
"working-class",
"identity"
] | [
"solo",
"family",
"friends"
] | Defiant grace rising from industrial hardship and parental love. | building | triumphant | 0.82 | [] | 0.72 | 85 | 89 | 7.7 |
73 | American History X | 1,998 | [
"Drama"
] | 119 | 8.327 | /x2drgoXYZ8484lqyDj7L1CEVR4T.jpg | -0.65 | 0.72 | -0.45 | 0.78 | 0.15 | 0.82 | 0.71 | man-in-a-hole | [
"anger",
"sadness",
"disgust"
] | [
"redemption",
"racial-reckoning",
"systemic-violence",
"brother-bonds",
"radicalization",
"moral-awakening"
] | [
"solo",
"friends"
] | Brutal confrontation with hate's machinery and the slim possibility of transformation. | building | devastating | 0.25 | [
"graphic-violence",
"sexual-assault",
"suicide"
] | 0.88 | 83 | 96 | 8.5 |
74 | War of the Worlds | 2,005 | [
"Adventure",
"Thriller",
"Science Fiction"
] | 117 | 6.531 | /6Biy7R9LfumYshur3YKhpj56MpB.jpg | -0.35 | 0.78 | -0.42 | 0.62 | 0.35 | 0.55 | 0.48 | man-in-a-hole | [
"fear",
"sadness",
"anticipation"
] | [
"apocalypse",
"survival",
"family-under-siege",
"helplessness",
"9-11-trauma",
"desperate-parenting"
] | [
"friends",
"solo"
] | Relentless terror with no escape hatch, watching helpless people scatter like ash. | relentless | bittersweet | 0.32 | [
"graphic-violence",
"child-harm"
] | 0.72 | 75 | 42 | 6.6 |
75 | Mars Attacks! | 1,996 | [
"Comedy",
"Fantasy",
"Science Fiction"
] | 106 | 6.417 | /hll4O5vSAfnZDb6JbnP06GPtz7b.jpg | 0.35 | 0.62 | 0.28 | 0.61 | 0.72 | 0.58 | 0.71 | icarus | [
"joy",
"surprise",
"disgust"
] | [
"dark-humor",
"absurdist",
"satirical",
"alien-invasion",
"camp",
"chaos"
] | [
"friends",
"solo"
] | Gleefully grotesque chaos wrapped in campy B-movie pastiche and gleeful contempt. | relentless | ambiguous | 0.52 | [
"graphic-violence"
] | 0.78 | 56 | 53 | 6.4 |
76 | Before Sunrise | 1,995 | [
"Drama",
"Romance"
] | 101 | 8 | /kf1Jb1c2JAOqjuzA3H4oDM263uB.jpg | 0.55 | 0.25 | 0.65 | 0.78 | 0.72 | 0.85 | 0.79 | man-in-a-hole | [
"joy",
"anticipation",
"sadness"
] | [
"bittersweet-romance",
"fleeting-connection",
"philosophical",
"nostalgia",
"intellectual-intimacy",
"melancholic-joy"
] | [
"solo",
"date"
] | Walking through a beautiful city at night knowing it must end by morning. | slow-burn | bittersweet | 0.82 | [] | 0.88 | 100 | 93 | 8.1 |
77 | Memento | 2,000 | [
"Mystery",
"Thriller"
] | 113 | 8.176 | /fKTPH2WvH8nHTXeBYBVhawtRqtR.jpg | -0.3 | 0.65 | -0.4 | 0.92 | 0.4 | 0.75 | 0.95 | oedipus | [
"confusion",
"suspicion",
"despair"
] | [
"psychological-thriller",
"identity-crisis",
"unreliable-narrator",
"obsession",
"paranoia",
"moral-ambiguity"
] | [
"solo"
] | Trapped in a puzzle that rewrites itself, chasing ghosts of memory. | relentless | twist | 0.25 | [
"psychological-manipulation"
] | 0.92 | 93 | 94 | 8.4 |
78 | Blade Runner | 1,982 | [
"Science Fiction",
"Drama",
"Thriller"
] | 118 | 7.94 | /63N9uy8nd9j7Eog2axPQ8lbr3Wj.jpg | -0.35 | 0.55 | -0.15 | 0.85 | 0.3 | 0.9 | 0.95 | oedipus | [
"sadness",
"fear",
"anticipation"
] | [
"existential",
"identity-crisis",
"noir",
"isolation",
"mortality",
"philosophical-sci-fi"
] | [
"solo"
] | Neon-soaked dread in a rain-slicked future where nothing is what it seems. | slow-burn | ambiguous | 0.25 | [] | 0.92 | 89 | 91 | 8.1 |
79 | Hero | 2,002 | [
"Drama",
"Adventure",
"Action",
"History"
] | 99 | 7.51 | /vxgZto2Cz7ILHAlmRXt50I2brB2.jpg | 0.15 | 0.62 | 0.28 | 0.78 | 0.45 | 0.88 | 0.82 | oedipus | [
"sadness",
"anticipation",
"trust"
] | [
"sacrifice",
"political-intrigue",
"honor-vs-duty",
"melancholy",
"unreliable-narrator",
"philosophical"
] | [
"solo",
"friends"
] | Exquisite beauty masking layers of deception and tragic compromise. | building | ambiguous | 0.48 | [
"sudden-grief"
] | 0.89 | null | null | 7.9 |
80 | Before Sunset | 2,004 | [
"Drama",
"Romance"
] | 80 | 7.8 | /4sW5XH9ZfYXpvFzev00S1IGAEbg.jpg | 0.15 | -0.75 | -0.4 | 0.88 | 0.3 | 0.85 | 0.82 | oedipus | [
"sadness",
"anticipation",
"trust"
] | [
"bittersweet",
"longing",
"missed-connection",
"philosophical",
"romantic-melancholy",
"second-chances"
] | [
"solo",
"date"
] | Golden hour in Paris with someone you can't keep, words tumbling like water. | slow-burn | ambiguous | 0.65 | [] | 0.92 | 94 | 92 | 8.1 |
81 | Nausicaä of the Valley of the Wind | 1,984 | [
"Adventure",
"Animation",
"Fantasy"
] | 117 | 7.948 | /tcrkfB8SRPQCgwI88hQScua6nxh.jpg | 0.35 | 0.72 | 0.55 | 0.78 | 0.65 | 0.82 | 0.85 | man-in-a-hole | [
"fear",
"determination",
"sadness"
] | [
"eco-consciousness",
"coming-of-age",
"sacrifice",
"nature-vs-civilization",
"redemption",
"heroic-burden"
] | [
"solo",
"friends"
] | Soaring through toxic skies with a broken heart and impossible choices. | building | bittersweet | 0.58 | [
"sudden-grief"
] | 0.82 | null | null | 8 |
82 | Miami Vice | 2,006 | [
"Action",
"Crime",
"Thriller"
] | 132 | 6 | /1KGD2g0wOc7WBfHc5G19reLHQxk.jpg | -0.15 | 0.72 | 0.28 | 0.68 | 0.62 | 0.38 | 0.55 | oedipus | [
"anticipation",
"anger",
"fear"
] | [
"undercover",
"corruption",
"moral-compromise",
"neon-noir",
"betrayal",
"high-stakes"
] | [
"friends",
"solo"
] | Stylish neon paranoia where allies become liabilities and nothing stays won. | building | unsettling | 0.35 | [
"sudden-grief",
"suicide"
] | 0.68 | 47 | 43 | 6.1 |
83 | Open Water | 2,004 | [
"Horror",
"Thriller"
] | 80 | 5.551 | /7Gy5N0Yp7ocaKBR860v9KDbpYHj.jpg | -0.75 | 0.68 | -0.82 | 0.72 | 0.1 | 0.55 | 0.48 | riches-to-rags | [
"fear",
"sadness",
"helplessness"
] | [
"primal-fear",
"isolation",
"survival-horror",
"existential-dread",
"psychological-torment",
"futility"
] | [
"solo"
] | Treading water in darkness, waiting for teeth. | slow-burn | devastating | 0.15 | [
"suicide"
] | 0.78 | 71 | 33 | 5.8 |
85 | Raiders of the Lost Ark | 1,981 | [
"Adventure",
"Action"
] | 115 | 7.922 | /ceG9VzoRAVGwivFU403Wc3AHRys.jpg | 0.82 | 0.79 | 0.85 | 0.62 | 0.88 | 0.58 | 0.45 | man-in-a-hole | [
"joy",
"anticipation",
"fear"
] | [
"adventure",
"treasure-hunt",
"good-vs-evil",
"heroic",
"swashbuckling",
"escapism"
] | [
"friends",
"family"
] | Adrenaline-fueled globe-trotting with whip-cracks and genuine laughs. | relentless | triumphant | 0.84 | [] | 0.68 | 96 | 96 | 8.4 |
87 | Indiana Jones and the Temple of Doom | 1,984 | [
"Adventure",
"Action"
] | 118 | 7.305 | /gpdVNUaa4LhRMLfJOPj1AZdhAZ3.jpg | 0.65 | 0.8 | 0.7 | 0.6 | 0.85 | 0.35 | 0.4 | man-in-a-hole | [
"excitement",
"fear",
"anticipation"
] | [
"adventure",
"treasure-hunt",
"thrills",
"exotic-escapism",
"good-versus-evil",
"spectacle"
] | [
"friends",
"family"
] | Breathless exhilaration punctuated by genuine dread and grotesque imagery. | relentless | triumphant | 0.55 | [
"child-harm",
"graphic-violence"
] | 0.65 | 83 | 82 | 7.5 |
88 | Dirty Dancing | 1,987 | [
"Drama",
"Music",
"Romance"
] | 100 | 7.325 | /9Jw6jys7q9gjzVX5zm1z0gC8gY9.jpg | 0.75 | 0.65 | 0.72 | 0.35 | 0.85 | 0.65 | 0.4 | man-in-a-hole | [
"joy",
"trust",
"anticipation"
] | [
"summer-romance",
"coming-of-age",
"class-differences",
"sensuality",
"found-family",
"defiance"
] | [
"date",
"friends"
] | Humid summer nights, forbidden kisses, and the thrill of becoming yourself through dance. | building | triumphant | 0.82 | [] | 0.55 | 72 | 90 | 7.1 |
89 | Indiana Jones and the Last Crusade | 1,989 | [
"Adventure",
"Action"
] | 127 | 7.849 | /sizg1AU8f8JDZX4QIgE4pjUMBvx.jpg | 0.75 | 0.72 | 0.78 | 0.58 | 0.85 | 0.62 | 0.48 | man-in-a-hole | [
"joy",
"anticipation",
"trust"
] | [
"adventure",
"father-son",
"redemption",
"witty-banter",
"globe-trotting",
"good-vs-evil"
] | [
"friends",
"family"
] | Whip-cracking thrills punctuated by genuine laughter and warm father-son moments. | building | triumphant | 0.82 | [] | 0.68 | 88 | 94 | 8.2 |
90 | Beverly Hills Cop | 1,984 | [
"Comedy",
"Crime",
"Action"
] | 105 | 7.201 | /eBJEvKkhQ0tUt1dBAcTEYW6kCle.jpg | 0.72 | 0.68 | 0.75 | 0.52 | 0.85 | 0.48 | 0.42 | man-in-a-hole | [
"joy",
"anticipation",
"anger"
] | [
"buddy-cop",
"fish-out-of-water",
"revenge",
"witty-banter",
"underdog",
"fast-paced"
] | [
"friends",
"solo"
] | Charming chaos and wisecracks at ninety miles per hour. | relentless | triumphant | 0.82 | [] | 0.58 | 83 | 82 | 7.4 |
93 | Anatomy of a Murder | 1,959 | [
"Crime",
"Drama",
"Mystery"
] | 161 | 7.833 | /b2G1QSAwtBv9luhEwErIgSRaU92.jpg | 0.25 | 0.55 | 0.6 | 0.88 | 0.45 | 0.85 | 0.8 | man-in-a-hole | [
"anticipation",
"anger",
"trust"
] | [
"courtroom-justice",
"moral-ambiguity",
"redemption",
"corruption",
"legal-gamesmanship",
"small-town-americana"
] | [
"solo",
"friends"
] | Slow-burn legal chess match where justice and truth refuse to align. | slow-burn | ambiguous | 0.72 | [
"sexual-assault"
] | 0.88 | 100 | 90 | 8 |
95 | Armageddon | 1,998 | [
"Action",
"Thriller",
"Science Fiction",
"Adventure"
] | 151 | 6.8 | /eTM3qtGhDU8cvjpoa6KEt5E2auU.jpg | 0.65 | 0.82 | 0.72 | 0.38 | 0.78 | 0.52 | 0.28 | man-in-a-hole | [
"anticipation",
"joy",
"fear"
] | [
"survival",
"heroic-sacrifice",
"guilty-pleasure",
"high-stakes",
"action-spectacle",
"found-family"
] | [
"friends",
"solo"
] | Explosions and sentiment collide at maximum volume, exhilarating and earnest. | relentless | triumphant | 0.75 | [] | 0.42 | 38 | 73 | 6.7 |
96 | Beverly Hills Cop II | 1,987 | [
"Action",
"Comedy",
"Crime"
] | 103 | 6.521 | /egDakU8O5yUwpUJP9IMAUVtIDll.jpg | 0.62 | 0.78 | 0.71 | 0.38 | 0.8 | 0.25 | 0.15 | man-in-a-hole | [
"joy",
"anticipation",
"anger"
] | [
"buddy-cop",
"action-comedy",
"revenge",
"witty",
"high-stakes",
"underdog"
] | [
"friends",
"solo"
] | Adrenaline-fueled wisecracks and explosions; pure popcorn thrills. | relentless | triumphant | 0.82 | [] | 0.35 | 46 | 57 | 6.6 |
97 | Tron | 1,982 | [
"Science Fiction",
"Action",
"Adventure"
] | 96 | 6.635 | /jigY9B6TKz4qlfikZcd18qtzTK4.jpg | 0.6 | 0.72 | 0.65 | 0.68 | 0.75 | 0.55 | 0.72 | man-in-a-hole | [
"anticipation",
"joy",
"surprise"
] | [
"techno-adventure",
"rebellion",
"visual-spectacle",
"good-vs-evil",
"empowerment",
"nostalgia"
] | [
"friends",
"solo"
] | Neon-bright escapism with the thrill of beating the system. | building | triumphant | 0.82 | [] | 0.68 | 72 | 69 | 6.7 |
98 | Gladiator | 2,000 | [
"Action",
"Drama",
"Adventure"
] | 155 | 8.222 | /ty8TGRuvJLPUmAR1H1nRIsgwvim.jpg | 0.3 | 0.75 | 0.4 | 0.65 | 0.75 | 0.7 | 0.5 | man-in-a-hole | [
"anger",
"determination",
"sadness"
] | [
"revenge",
"redemption",
"heroic-tragedy",
"spectacle",
"injustice",
"defiance"
] | [
"friends",
"solo"
] | Blood and sand, fury tempered by honor, catharsis through righteous combat. | building | bittersweet | 0.65 | [
"sudden-grief"
] | 0.75 | 31 | 69 | 8.5 |
99 | All About My Mother | 1,999 | [
"Comedy",
"Drama"
] | 101 | 7.6 | /hjQhzhkGYXPNM96k0mOgob6HMmn.jpg | 0.3 | 0.45 | 0.35 | 0.78 | 0.55 | 0.85 | 0.82 | man-in-a-hole | [
"sadness",
"trust",
"joy"
] | [
"grief-and-transcendence",
"found-family",
"queer-identity",
"maternal-love",
"melodrama",
"stylized-artifice"
] | [
"solo",
"friends"
] | Theatrical heartbreak wrapped in artifice and defiant, campy grace. | building | bittersweet | 0.45 | [
"sudden-grief",
"child-harm",
"hiv-death"
] | 0.88 | 98 | 93 | 7.8 |
100 | Lock, Stock and Two Smoking Barrels | 1,998 | [
"Comedy",
"Crime"
] | 105 | 8.097 | /6pJB2t3MbQUy9m5pFIBHXLqnqNd.jpg | 0.65 | 0.78 | 0.62 | 0.72 | 0.82 | 0.35 | 0.68 | man-in-a-hole | [
"joy",
"anticipation",
"anger"
] | [
"dark-humor",
"heist",
"chaos",
"machismo",
"clever-scheming",
"adrenaline"
] | [
"friends",
"solo"
] | Controlled chaos and witty cruelty at maximum velocity. | relentless | twist | 0.72 | [] | 0.78 | 75 | 93 | 8.1 |
101 | Léon: The Professional | 1,994 | [
"Crime",
"Drama",
"Action"
] | 111 | 8.295 | /bxB2q91nKYp8JNzqE7t7TWBVupB.jpg | -0.15 | 0.72 | 0.35 | 0.78 | 0.62 | 0.74 | 0.71 | man-in-a-hole | [
"sadness",
"anger",
"trust"
] | [
"revenge",
"loneliness",
"redemption",
"found-family",
"neo-noir",
"tragic-love"
] | [
"solo",
"friends"
] | Neon-soaked solitude fractured by violence and unexpected grace. | building | devastating | 0.35 | [
"child-harm",
"sudden-grief"
] | 0.88 | null | null | 8.5 |
103 | Taxi Driver | 1,976 | [
"Crime",
"Drama"
] | 114 | 8.127 | /ekstpH614fwDX8DUln1a2Opz0N8.jpg | -0.75 | 0.65 | -0.6 | 0.85 | 0.15 | 0.85 | 0.9 | oedipus | [
"sadness",
"anger",
"fear"
] | [
"alienation",
"urban-decay",
"moral-ambiguity",
"vigilante-justice",
"psychological-unraveling",
"misanthropy"
] | [
"solo"
] | Late-night fever dream of rage and loneliness consuming a man whole. | slow-burn | ambiguous | 0.2 | [
"child-harm",
"graphic-violence",
"suicide"
] | 0.95 | 96 | 93 | 8.2 |
104 | Run Lola Run | 1,998 | [
"Action",
"Drama",
"Thriller"
] | 80 | 7.3 | /v0giIi4bTILVhNhJajet3WWY3FA.jpg | 0.55 | 0.85 | 0.6 | 0.78 | 0.72 | 0.68 | 0.82 | man-in-a-hole | [
"anticipation",
"fear",
"surprise"
] | [
"fate",
"time-pressure",
"branching-narratives",
"kinetic-energy",
"berlin",
"urban-grit"
] | [
"solo",
"friends"
] | Adrenaline-soaked sprint through possibility, each choice shattering into new futures. | relentless | twist | 0.65 | [
"sudden-grief"
] | 0.82 | 93 | 90 | 7.6 |
105 | Back to the Future | 1,985 | [
"Adventure",
"Comedy",
"Science Fiction"
] | 116 | 8.324 | /vN5B5WgYscRGcQpVhHl6p9DDTP0.jpg | 0.75 | 0.68 | 0.72 | 0.7 | 0.85 | 0.6 | 0.65 | man-in-a-hole | [
"joy",
"anticipation",
"surprise"
] | [
"adventure",
"time-travel",
"coming-of-age",
"found-family",
"fish-out-of-water",
"destiny"
] | [
"solo",
"friends",
"family"
] | Neon-soaked adventure with a racing heartbeat and genuine laughs. | building | triumphant | 0.85 | [] | 0.72 | 97 | 94 | 8.5 |
106 | Predator | 1,987 | [
"Science Fiction",
"Action",
"Adventure",
"Thriller"
] | 107 | 7.544 | /k3mW4qfJo6SKqe6laRyNGnbB9n5.jpg | 0.35 | 0.85 | 0.6 | 0.65 | 0.75 | 0.4 | 0.55 | man-in-a-hole | [
"fear",
"anticipation",
"anger"
] | [
"survival",
"creature-feature",
"commando",
"hunt",
"tactical",
"alien-invasion"
] | [
"friends",
"solo"
] | Muddy, breathless jungle stalking with muscle and wit against an invisible god. | building | triumphant | 0.55 | [] | 0.7 | 80 | 87 | 7.8 |
107 | Snatch | 2,000 | [
"Crime",
"Comedy"
] | 103 | 7.817 | /kJZoAHq1SLDdWjeNGtlHAnGpmFV.jpg | 0.65 | 0.78 | 0.72 | 0.76 | 0.82 | 0.35 | 0.68 | episodic | [
"joy",
"anticipation",
"surprise"
] | [
"dark-humor",
"clever-plotting",
"criminal-underworld",
"british-slang",
"controlled-chaos",
"quotable"
] | [
"friends",
"solo"
] | Rapid-fire wit and violence collide in gloriously tangled schemes. | relentless | bittersweet | 0.72 | [] | 0.81 | 74 | 93 | 8.2 |
108 | Three Colors: Blue | 1,993 | [
"Drama"
] | 98 | 7.638 | /33wsWxzsNstI8N7dvuwzFmj1qBd.jpg | -0.35 | -0.6 | 0.15 | 0.85 | 0.15 | 0.9 | 0.8 | man-in-a-hole | [
"sadness",
"anticipation"
] | [
"grief",
"isolation",
"self-discovery",
"existential",
"loss",
"reinvention"
] | [
"solo"
] | Drowning in silence, slowly learning to surface. | slow-burn | bittersweet | 0.25 | [
"sudden-grief",
"suicide"
] | 0.8 | null | null | 7.8 |
109 | Three Colors: White | 1,994 | [
"Comedy",
"Drama",
"Mystery"
] | 92 | 7.448 | /fdIet3NSa27gobMbaUml66oCQNT.jpg | -0.15 | 0.3 | 0.25 | 0.72 | 0.25 | 0.68 | 0.75 | man-in-a-hole | [
"sadness",
"anticipation"
] | [
"exile",
"humiliation-to-power",
"class-struggle",
"bittersweet-redemption",
"eastern-european-melancholy",
"satirical-love"
] | [
"solo"
] | Wet Polish earth, wounded pride, and the slow arithmetic of revenge. | slow-burn | bittersweet | 0.4 | [] | 0.82 | 88 | 87 | 7.6 |
110 | Three Colors: Red | 1,994 | [
"Drama",
"Mystery",
"Romance"
] | 100 | 7.906 | /JHmsBiX1tjCKqAul1lzC20WcAW.jpg | -0.15 | -0.7 | -0.3 | 0.78 | 0.25 | 0.85 | 0.8 | cinderella | [
"sadness",
"trust",
"anticipation"
] | [
"isolation",
"connection",
"fate",
"melancholy",
"redemption",
"voyeurism"
] | [
"solo"
] | Quiet revelation unfolding in Geneva's gentle gray light. | slow-burn | bittersweet | 0.72 | [] | 0.82 | null | null | 8.1 |
111 | Scarface | 1,983 | [
"Action",
"Crime",
"Drama"
] | 170 | 8.155 | /iQ5ztdjvteGeboxtmRdXEChJOHh.jpg | -0.65 | 0.78 | -0.45 | 0.82 | 0.35 | 0.75 | 0.68 | icarus | [
"anger",
"fear",
"ambition"
] | [
"rise-and-fall",
"corruption",
"paranoia",
"excess",
"moral-decay",
"ambition-corrupted"
] | [
"solo",
"friends"
] | Cocaine-fueled fever dream of ambition consuming itself in blood and paranoia. | building | devastating | 0.25 | [
"graphic-violence",
"self-harm"
] | 0.88 | 81 | 93 | 8.3 |
113 | Spring, Summer, Fall, Winter... and Spring | 2,003 | [
"Drama"
] | 103 | 7.8 | /6SQQ5REuAz7k0FMQ9mSCT40T2LN.jpg | 0.15 | -0.8 | 0.3 | 0.85 | 0.2 | 0.9 | 0.85 | man-in-a-hole | [
"sadness",
"trust",
"anticipation"
] | [
"contemplative",
"redemption",
"cycle-of-life",
"isolation",
"coming-of-age",
"buddhist-philosophy"
] | [
"solo"
] | Still water reflecting seasons, grief dissolving into acceptance. | slow-burn | uplifting | 0.75 | [] | 0.72 | 94 | 93 | 8 |
114 | Pretty Woman | 1,990 | [
"Romance",
"Comedy"
] | 120 | 7.452 | /hVHUfT801LQATGd26VPzhorIYza.jpg | 0.75 | 0.45 | 0.7 | 0.35 | 0.85 | 0.55 | 0.3 | cinderella | [
"joy",
"trust"
] | [
"romantic",
"feel-good",
"transformation",
"class-romance",
"escapism",
"heartwarming"
] | [
"date",
"friends"
] | Champagne bubbles and shopping sprees, transformative love unfolding in silk and starlight. | building | triumphant | 0.85 | [
"sexual-assault"
] | 0.45 | 65 | 68 | 7.1 |
115 | The Big Lebowski | 1,998 | [
"Comedy",
"Crime"
] | 117 | 7.84 | /9mprbw31MGdd66LR0AQKoDMoFRv.jpg | 0.65 | 0.55 | 0.7 | 0.72 | 0.85 | 0.6 | 0.8 | episodic | [
"joy",
"amusement",
"surprise"
] | [
"absurdist",
"dark-humor",
"neo-noir",
"stoner-comedy",
"cult",
"shaggy-dog"
] | [
"friends",
"solo"
] | Stoned fever dream where nothing matters and everything's hilarious. | episodic | ambiguous | 0.75 | [] | 0.88 | 79 | 93 | 8.1 |
116 | Match Point | 2,005 | [
"Drama",
"Romance",
"Thriller"
] | 124 | 7.357 | /vHjEVTD8ucuwKSFOZJeyAnTZYli.jpg | -0.65 | 0.72 | -0.8 | 0.88 | 0.15 | 0.82 | 0.85 | icarus | [
"disgust",
"dread",
"anger"
] | [
"moral-corruption",
"class-anxiety",
"psychological-thriller",
"obsession",
"manipulation",
"dark-ambition"
] | [
"solo"
] | Watching a charming predator rationalize evil while fate conspires with him. | building | unsettling | 0.25 | [
"graphic-violence",
"psychological-manipulation"
] | 0.92 | 77 | 81 | 7.6 |
117 | The Untouchables | 1,987 | [
"Crime",
"History",
"Thriller"
] | 119 | 7.754 | /sfMVTmd5irneaZOmQVdB8gFlId3.jpg | 0.35 | 0.72 | 0.58 | 0.68 | 0.72 | 0.74 | 0.64 | man-in-a-hole | [
"anger",
"anticipation",
"sadness"
] | [
"justice",
"corruption",
"revenge",
"loyalty",
"sacrifice",
"period-crime"
] | [
"friends",
"solo"
] | Stylized violence and moral urgency under De Palma's shadow. | building | bittersweet | 0.68 | [
"sudden-grief"
] | 0.78 | 82 | 89 | 7.8 |
118 | Charlie and the Chocolate Factory | 2,005 | [
"Adventure",
"Comedy",
"Family",
"Fantasy"
] | 115 | 7.038 | /iKP6wg3c6COUe8gYutoGG7qcPnO.jpg | 0.55 | 0.58 | 0.72 | 0.62 | 0.78 | 0.65 | 0.71 | man-in-a-hole | [
"joy",
"wonder",
"sadness"
] | [
"whimsy",
"dark-fantasy",
"found-family",
"poverty-to-riches",
"gothic-imagination",
"bittersweet-triumph"
] | [
"family",
"solo"
] | Candy-colored gothic dream with a heart of loneliness underneath. | building | bittersweet | 0.7 | [] | 0.68 | 83 | 51 | 6.7 |
120 | The Lord of the Rings: The Fellowship of the Ring | 2,001 | [
"Adventure",
"Fantasy",
"Action"
] | 179 | 8.4 | /6oom5QYQ2yQTMJIbnvbkBL9cHo6.jpg | 0.55 | 0.68 | 0.72 | 0.82 | 0.75 | 0.8 | 0.76 | man-in-a-hole | [
"anticipation",
"fear",
"trust"
] | [
"hero's-journey",
"found-family",
"epic-quest",
"good-versus-evil",
"adventure",
"fellowship"
] | [
"solo",
"friends",
"family"
] | Sweeping across mountains with companions, dread mounting beneath wonder. | building | bittersweet | 0.75 | [
"sudden-grief"
] | 0.82 | 91 | 95 | 8.9 |
121 | The Lord of the Rings: The Two Towers | 2,002 | [
"Adventure",
"Fantasy",
"Action"
] | 179 | 8.413 | /5VTN0pR8gcqV3EPUHHfMGnJYN9L.jpg | 0.55 | 0.72 | 0.68 | 0.78 | 0.82 | 0.75 | 0.68 | man-in-a-hole | [
"anticipation",
"determination",
"hope"
] | [
"epic-quest",
"good-versus-evil",
"fellowship",
"redemption",
"battle",
"heroic-journey"
] | [
"friends",
"family"
] | Sweeping adventure with moments of dread, carried by friendship and impossible odds. | building | bittersweet | 0.72 | [
"graphic-violence"
] | 0.76 | 95 | 95 | 8.8 |
122 | The Lord of the Rings: The Return of the King | 2,003 | [
"Adventure",
"Fantasy",
"Action"
] | 201 | 8.494 | /rCzpDGLbOoPwLjy3OAm5NUPOTrC.jpg | 0.65 | 0.72 | 0.68 | 0.78 | 0.8 | 0.85 | 0.62 | man-in-a-hole | [
"anticipation",
"triumph",
"sadness"
] | [
"epic-journey",
"good-vs-evil",
"redemption",
"found-family",
"sacrifice",
"heroic"
] | [
"friends",
"family"
] | Three hours of breathless stakes, tears, and catharsis wrapped in gold. | building | triumphant | 0.72 | [
"suicide",
"graphic-violence"
] | 0.82 | 93 | 86 | 9 |
123 | The Lord of the Rings | 1,978 | [
"Adventure",
"Animation",
"Fantasy"
] | 132 | 6.596 | /liW0mjvTyLs7UCumaHhx3PpU4VT.jpg | 0.35 | 0.62 | 0.45 | 0.78 | 0.65 | 0.72 | 0.68 | man-in-a-hole | [
"fear",
"anticipation",
"trust"
] | [
"epic-journey",
"heroic-quest",
"good-versus-evil",
"fellowship",
"dark-fantasy",
"sacrifice"
] | [
"solo",
"friends"
] | Mythic darkness unfolding across mountain passes, heavy with loss and purpose. | building | ambiguous | 0.62 | [
"sudden-grief"
] | 0.72 | null | null | 6.2 |
128 | Princess Mononoke | 1,997 | [
"Adventure",
"Fantasy",
"Animation"
] | 134 | 8.324 | /cMYCDADoLKLbB83g4WnJegaZimC.jpg | -0.15 | 0.72 | 0.35 | 0.88 | 0.72 | 0.92 | 0.89 | oedipus | [
"sadness",
"awe",
"anger"
] | [
"environmentalism",
"moral-ambiguity",
"epic-tragedy",
"nature-vs-civilization",
"coming-of-age",
"found-family"
] | [
"solo",
"friends"
] | Ancient forests burning while gods bleed light; beautiful devastation you cannot stop. | building | bittersweet | 0.55 | [
"graphic-violence",
"sudden-grief"
] | 0.93 | 93 | 94 | 8.3 |
129 | Spirited Away | 2,001 | [
"Animation",
"Family",
"Fantasy"
] | 125 | 8.534 | /39wmItIWsg5sZMyRUHLkWBcuVCM.jpg | 0.65 | 0.58 | 0.72 | 0.78 | 0.82 | 0.81 | 0.85 | man-in-a-hole | [
"wonder",
"fear",
"joy"
] | [
"coming-of-age",
"magical-realism",
"courage",
"identity",
"found-family",
"whimsy"
] | [
"solo",
"family"
] | Stumbling through a dream forest where wonder and dread dance together in moonlight. | building | triumphant | 0.75 | [] | 0.82 | null | 100 | 8.6 |
132 | Gimme Shelter | 1,970 | [
"Documentary",
"Music"
] | 92 | 7.295 | /fFLKCqI7nfkie9V1LmBLljiNV4j.jpg | -0.45 | 0.72 | -0.35 | 0.78 | 0.15 | 0.72 | 0.85 | oedipus | [
"anticipation",
"dread",
"anger"
] | [
"music-history",
"disillusionment",
"era-ending",
"social-unrest",
"direct-cinema",
"tragic-spectacle"
] | [
"solo",
"friends"
] | Euphoric music interrupted by creeping dread, innocence shattered in real time. | building | devastating | 0.3 | [
"graphic-violence"
] | 0.92 | 93 | 91 | 7.8 |
134 | O Brother, Where Art Thou? | 2,000 | [
"Adventure",
"Comedy",
"Crime"
] | 107 | 7.324 | /s9foMAcLg8GEzzQzer04qOGdD1k.jpg | 0.65 | 0.62 | 0.58 | 0.72 | 0.78 | 0.68 | 0.81 | man-in-a-hole | [
"amusement",
"joy",
"surprise"
] | [
"picaresque",
"americana",
"dark-humor",
"redemption",
"absurdist",
"retro-nostalgia"
] | [
"friends",
"solo"
] | Dusty roads and clever schemes with a wink and a folk-song grin. | episodic | triumphant | 0.82 | [] | 0.72 | 79 | 89 | 7.7 |
136 | Freaks | 1,932 | [
"Drama",
"Horror"
] | 64 | 7.764 | /fX2Wxd0W9E7eVClUd8kJTfennoV.jpg | -0.65 | 0.6 | -0.4 | 0.75 | 0.15 | 0.8 | 0.85 | man-in-a-hole | [
"sadness",
"anger",
"surprise"
] | [
"revenge",
"exploitation",
"disability-justice",
"dark-morality",
"carnival-nightmare",
"pre-code-transgression"
] | [
"solo"
] | Carnival mirror reflecting humanity's cruelty back at itself, then breaking. | slow-burn | bittersweet | 0.25 | [
"graphic-violence",
"mutilation"
] | 0.92 | 95 | 88 | 7.8 |
137 | Groundhog Day | 1,993 | [
"Romance",
"Fantasy",
"Comedy"
] | 101 | 7.626 | /gCgt1WARPZaXnq523ySQEUKinCs.jpg | 0.65 | 0.45 | 0.7 | 0.72 | 0.8 | 0.75 | 0.78 | man-in-a-hole | [
"joy",
"trust",
"anticipation"
] | [
"redemption",
"self-improvement",
"existential",
"romantic",
"small-town",
"found-purpose"
] | [
"solo",
"date",
"friends"
] | Waking up to the same song, finding different reasons to live each time. | building | uplifting | 0.82 | [
"suicide"
] | 0.8 | 94 | 88 | 8 |
138 | Dracula | 1,931 | [
"Horror"
] | 74 | 7.162 | /ueVSPt7vAba0XScHWTDWS5tNxYX.jpg | -0.35 | 0.55 | -0.4 | 0.65 | 0.3 | 0.6 | 0.7 | man-in-a-hole | [
"fear",
"dread",
"sadness"
] | [
"gothic",
"atmospheric-dread",
"predation",
"helplessness",
"classic-horror",
"seduction"
] | [
"solo"
] | Creeping dread in shadowed rooms, elegance masking ravenous hunger. | slow-burn | bittersweet | 0.4 | [] | 0.75 | 94 | 82 | 7.3 |
140 | Bad Education | 2,004 | [
"Drama",
"Crime"
] | 105 | 7.4 | /du716YH0PKiL2kZgIPLkEblgHLX.jpg | -0.45 | 0.55 | -0.35 | 0.85 | 0.25 | 0.8 | 0.85 | oedipus | [
"sadness",
"betrayal",
"anger"
] | [
"sexual-trauma",
"identity-crisis",
"cinephilia",
"corruption",
"lost-love",
"dark-secrets"
] | [
"solo"
] | A mirror that reflects your own pain back at you, impossibly beautiful and deeply unsettling. | building | devastating | 0.25 | [
"sexual-assault",
"child-harm",
"suicide",
"murder"
] | 0.9 | 88 | 86 | 7.4 |
141 | Donnie Darko | 2,001 | [
"Fantasy",
"Drama",
"Mystery"
] | 114 | 7.763 | /fhQoQfejY1hUcwyuLgpBrYs6uFt.jpg | -0.35 | 0.62 | -0.45 | 0.88 | 0.25 | 0.82 | 0.91 | man-in-a-hole | [
"fear",
"sadness",
"anticipation"
] | [
"existential-dread",
"mental-illness",
"suburban-decay",
"time-distortion",
"teenage-alienation",
"mystery"
] | [
"solo",
"friends"
] | Spiraling through neon-soaked dread where reality fractures and nothing makes sense. | building | devastating | 0.35 | [
"sudden-grief",
"graphic-violence"
] | 0.93 | 87 | 80 | 8 |
142 | Brokeback Mountain | 2,005 | [
"Drama",
"Romance"
] | 134 | 7.785 | /aByfQOQBNa4CMFwIgq3QrqY2ZHh.jpg | -0.3 | 0.35 | -0.4 | 0.75 | 0.2 | 0.85 | 0.8 | oedipus | [
"sadness",
"longing",
"fear"
] | [
"star-crossed-lovers",
"forbidden-love",
"social-repression",
"melancholic",
"coming-of-age",
"tragic"
] | [
"solo",
"date"
] | Mountain air and heartbreak; love as quiet devastation. | slow-burn | devastating | 0.25 | [
"sudden-grief",
"domestic-abuse"
] | 0.9 | 88 | 82 | 7.7 |
143 | All Quiet on the Western Front | 1,930 | [
"Drama",
"War"
] | 133 | 7.741 | /1wZUB08igw8iLUgF1r4T6aJD65b.jpg | -0.75 | 0.65 | -0.55 | 0.8 | 0.15 | 0.9 | 0.85 | riches-to-rags | [
"sadness",
"fear",
"disgust"
] | [
"anti-war",
"disillusionment",
"battlefield-trauma",
"lost-youth",
"existential",
"moral-reckoning"
] | [
"solo"
] | Mud, blood, and the slow erasure of hope. | building | devastating | 0.2 | [
"graphic-violence",
"sudden-grief"
] | 0.9 | 98 | 89 | 8.1 |
144 | Wings of Desire | 1,987 | [
"Drama",
"Fantasy",
"Romance"
] | 128 | 7.764 | /iZQs2vUeCzvS1KfZJ6uYNCGJBBV.jpg | 0.15 | -0.65 | -0.35 | 0.88 | 0.25 | 0.92 | 0.94 | man-in-a-hole | [
"sadness",
"longing",
"wonder"
] | [
"existential",
"melancholy",
"immortality",
"loneliness",
"transcendence",
"divided-city"
] | [
"solo"
] | Watching from behind glass as the world aches in sepia tones. | slow-burn | bittersweet | 0.35 | [
"suicide"
] | 0.89 | 98 | 93 | 7.9 |
145 | Breaking the Waves | 1,996 | [
"Drama",
"Romance"
] | 159 | 7.505 | /dQWMcdHXUOSHtr7ypOCa5T79JMS.jpg | -0.65 | 0.55 | -0.7 | 0.85 | 0.1 | 0.9 | 0.88 | oedipus | [
"sadness",
"anguish",
"awe"
] | [
"faith-and-doubt",
"self-sacrifice",
"moral-transgression",
"isolation",
"redemption-through-suffering",
"provocative"
] | [
"solo"
] | Unbearable spiritual anguish wrapped in love so fierce it consumes itself. | slow-burn | devastating | 0.15 | [
"sexual-assault",
"graphic-violence",
"suicide"
] | 0.92 | 85 | 91 | 7.8 |
146 | Crouching Tiger, Hidden Dragon | 2,000 | [
"Adventure",
"Drama",
"Action",
"Romance"
] | 120 | 7.434 | /iNDVBFNz4XyYzM9Lwip6atSTFqf.jpg | 0.3 | 0.55 | 0.6 | 0.78 | 0.7 | 0.85 | 0.82 | cinderella | [
"sadness",
"anticipation",
"trust"
] | [
"wuxia",
"forbidden-love",
"duty-vs-desire",
"melancholy-beauty",
"coming-of-age",
"sacrifice"
] | [
"solo",
"date"
] | Gravity-defying grace wrapped in quiet heartbreak and impossible choices. | slow-burn | bittersweet | 0.72 | [
"sudden-grief"
] | 0.88 | 98 | 86 | 7.9 |
147 | The 400 Blows | 1,959 | [
"Drama"
] | 99 | 8 | /12PuU23kkDLvTd0nb8hMlE3oShB.jpg | -0.35 | 0.3 | -0.55 | 0.75 | 0.15 | 0.85 | 0.8 | man-in-a-hole | [
"sadness",
"frustration",
"compassion"
] | [
"coming-of-age",
"isolation",
"social-alienation",
"melancholy",
"french-cinema",
"childhood-trauma"
] | [
"solo"
] | Grayscale loneliness in postwar Paris, tender and suffocating. | slow-burn | ambiguous | 0.35 | [] | 0.85 | 99 | 94 | 8 |
148 | The Secret Life of Words | 2,005 | [
"Romance",
"Drama"
] | 115 | 6.959 | /mgffUjCN2jvebZBqvyP0lvAoAhB.jpg | -0.35 | -0.55 | 0.15 | 0.78 | 0.25 | 0.85 | 0.72 | man-in-a-hole | [
"sadness",
"trust",
"fear"
] | [
"war-trauma",
"healing-through-connection",
"isolation",
"redemption",
"unspoken-bond",
"european-melancholy"
] | [
"solo",
"date"
] | Quiet devastation softly breaking open between two wounded people. | slow-burn | bittersweet | 0.35 | [
"sexual-assault",
"torture",
"child-harm"
] | 0.82 | 69 | 86 | 7.4 |
149 | Akira | 1,988 | [
"Animation",
"Science Fiction",
"Action"
] | 124 | 7.9 | /neZ0ykEsPqxamsX6o5QNUFILQrz.jpg | -0.35 | 0.75 | -0.4 | 0.85 | 0.6 | 0.8 | 0.9 | icarus | [
"fear",
"anger",
"anticipation"
] | [
"dystopian",
"cyberpunk",
"psychic-horror",
"urban-decay",
"power-corrupts",
"apocalyptic"
] | [
"solo",
"friends"
] | Neon-soaked chaos where teenage ambition mutates into unstoppable cosmic terror. | building | devastating | 0.35 | [
"graphic-violence",
"sudden-grief"
] | 0.9 | 91 | 90 | 8 |
150 | 48 Hrs. | 1,982 | [
"Crime",
"Action",
"Comedy"
] | 96 | 6.677 | /rvvjXHzEDBIvIVDBHNOwHS7hVPu.jpg | 0.55 | 0.72 | 0.68 | 0.48 | 0.75 | 0.35 | 0.32 | man-in-a-hole | [
"joy",
"anticipation",
"anger"
] | [
"buddy-cop",
"dark-humor",
"revenge",
"buddy-dynamic",
"gritty",
"fish-out-of-water"
] | [
"friends",
"solo"
] | Explosive chemistry and sharp-tongued banter fueling a neon-soaked crime spree. | building | triumphant | 0.72 | [] | 0.68 | null | null | 6.9 |
152 | Star Trek: The Motion Picture | 1,979 | [
"Science Fiction",
"Adventure",
"Mystery"
] | 131 | 6.484 | /wfiAfNwH6CMKxz4vRaW8CPTabtk.jpg | 0.15 | 0.25 | 0.35 | 0.78 | 0.25 | 0.75 | 0.72 | man-in-a-hole | [
"anticipation",
"wonder",
"sadness"
] | [
"existential",
"meditation",
"self-sacrifice",
"cosmic-horror",
"artificial-consciousness",
"redemption"
] | [
"solo",
"friends"
] | Vast, cold machinery contemplating the void of its own existence. | slow-burn | bittersweet | 0.35 | [] | 0.82 | 53 | 42 | 6.4 |
153 | Lost in Translation | 2,003 | [
"Drama",
"Comedy",
"Romance"
] | 102 | 7.383 | /3jCLmYDIIiSMPujbwygNpqdpM8N.jpg | -0.15 | -0.75 | 0.25 | 0.72 | 0.35 | 0.8 | 0.75 | man-in-a-hole | [
"sadness",
"trust",
"anticipation"
] | [
"isolation",
"melancholy",
"connection",
"ennui",
"contemplative",
"wistful"
] | [
"solo",
"date"
] | Quiet ache of two lonely people finding temporary solace in Tokyo rain. | slow-burn | bittersweet | 0.72 | [] | 0.78 | 95 | 85 | 7.7 |
154 | Star Trek II: The Wrath of Khan | 1,982 | [
"Action",
"Adventure",
"Science Fiction",
"Thriller"
] | 113 | 7.448 | /uPyLsKl8Z0LOoxeaFXsY5MxhR5s.jpg | 0.25 | 0.72 | 0.45 | 0.68 | 0.65 | 0.75 | 0.6 | man-in-a-hole | [
"fear",
"anticipation",
"sadness"
] | [
"revenge",
"mentor-protégé",
"mortality",
"sacrifice",
"space-opera",
"midlife-crisis"
] | [
"friends",
"solo"
] | Adrenaline and existential dread wrapped in friendship's final goodbye. | building | bittersweet | 0.72 | [
"sudden-grief"
] | 0.82 | 86 | 90 | 7.7 |
155 | The Dark Knight | 2,008 | [
"Action",
"Crime",
"Thriller"
] | 152 | 8.527 | /qJ2tW6WMUDux911r6m7haRef0WH.jpg | -0.3 | 0.8 | 0.1 | 0.85 | 0.6 | 0.9 | 0.85 | oedipus | [
"fear",
"anger",
"sadness"
] | [
"moral-corruption",
"chaos-vs-order",
"existential-threat",
"psychological-thriller",
"tragedy",
"anti-hero"
] | [
"solo",
"friends"
] | Watching order collapse into psychological darkness, exhilarated and devastated. | building | devastating | 0.35 | [
"sudden-grief",
"graphic-violence"
] | 0.95 | 94 | 94 | 9.1 |
157 | Star Trek III: The Search for Spock | 1,984 | [
"Science Fiction",
"Action",
"Adventure",
"Thriller"
] | 105 | 6.588 | /yqEj0oPfKBMCz7YcCARHDgH7VFm.jpg | 0.55 | 0.62 | 0.68 | 0.58 | 0.65 | 0.72 | 0.42 | man-in-a-hole | [
"trust",
"sadness",
"anticipation"
] | [
"friendship",
"redemption",
"resurrection",
"defiant-loyalty",
"father-son",
"bittersweet-triumph"
] | [
"friends",
"solo"
] | Defiant camaraderie and sacrificial love against cosmic loss. | building | bittersweet | 0.78 | [
"sudden-grief"
] | 0.72 | 78 | 66 | 6.7 |
Mooduel; Movie Mood Dataset
30,611 movies scored across 18 psychological mood dimensions, generated by an LLM classifier (Claude Haiku 4.5) using plot synopses, critic reviews, audience reviews, tags, and metadata.
Built for the Mooduel game; discover what you're in the mood to watch through play, not forms; and released so others can build mood-aware recommendation, therapeutic media guidance, and affective-computing research on top of it.
Schema
| Field | Type | Description |
|---|---|---|
tmdb_id |
int | TMDB movie ID (primary key) |
title |
str | Canonical title |
year |
int | Release year |
runtime |
int | Minutes |
genres |
list[str] | TMDB genre labels |
tmdb_rating |
float | TMDB average rating (0–10) |
imdb_rating |
float? | IMDb rating (when available) |
rt_critic |
int? | Rotten Tomatoes critic score |
rt_audience |
int? | Rotten Tomatoes audience score |
poster_path |
str | TMDB poster path fragment |
| Affect core (Russell's circumplex + dominance) | ||
valence |
float [−1, 1] | Pleasantness |
arousal |
float [−1, 1] | Activation / energy |
dominance |
float [−1, 1] | Agency / control |
| Engagement | ||
absorption |
float [0, 1] | Narrative immersion potential |
hedonic |
float [0, 1] | Simple pleasure / entertainment value |
eudaimonic |
float [0, 1] | Meaning / growth / poignancy |
psych_rich |
float [0, 1] | Psychological richness / perspective-shifting |
conversation_potential |
float [0, 1] | Talk-about-it-after score |
| Structure | ||
emotional_arc |
enum | man-in-a-hole, oedipus, riches-to-rags, icarus, rags-to-riches, steady, cinderella |
pacing |
enum | slow-burn, building, steady, relentless, episodic |
ending_type |
enum | triumphant, bittersweet, devastating, ambiguous, twist, uplifting, unsettling |
| Language & context | ||
vibe_sentence |
str | One-sentence mood description, human voice |
dominant_emotions |
list[str] | Top emotions evoked |
mood_tags |
list[str] | Fine-grained mood descriptors |
watch_context |
list[str] | Suggested viewing contexts (e.g. date, solo, rainy-sunday) |
comfort_level |
float [0, 1] | How easy/soothing to watch |
safety_warnings |
list[str] | Content warnings |
Methodology
Source material per movie (joined into a single input corpus):
- TMDB metadata (genres, runtime, release year, rating, vote count, certification)
- Wikipedia plot summary (when available)
- Rotten Tomatoes critic reviews (~12,600 movies)
- MovieLens Tag Genome (~8,800 movies)
- TMDB user reviews (hit rate ~58% on remaining)
Classifier: Claude Haiku 4.5 (claude-haiku-4-5-20251001) via structured output. Prompt and schema in the Mooduel repo at scripts/mood-classifier/.
Validation: 10-movie and 100-movie held-out sets spot-checked for dimension sensibility and distribution sanity. The schema deliberately avoids over-constraining the LLM; dimensions are conceptually orthogonal but not enforced to be statistically uncorrelated.
Intended use
- Mood-aware movie recommendation
- Affective computing / emotion research
- Film studies (genre × mood, decade shifts, etc.)
- Building mood-themed games and discovery tools
Not intended for therapy, clinical decision-making, or content moderation. The safety_warnings field is a coarse signal, not a substitute for proper content advisory systems.
Limitations
- English-language focused (non-English titles classified from English-language descriptions where available)
- Popularity bias in input corpus (top 30K by TMDB popularity)
- LLM scores reflect the model's aesthetic/emotional judgements; the community calibration layer at mooduel is how we intend to correct drift over time
- Emotional arc taxonomy follows Kurt Vonnegut / Reagan et al. 2016 but is applied at whole-film granularity, which flattens episodic structure
License
CC-BY-NC-4.0; free for research, education, and non-commercial use. For commercial licensing, contact fractal.co.nz.
Citation
@dataset{mooduel_2026,
author = {Basak, Sutirtha and Mooduel contributors},
title = {Mooduel: A Movie Mood Dataset Across 18 Psychological Dimensions},
year = {2026},
publisher = {Fractal Intelligence},
version = {1.0},
url = {https://huggingface.co/datasets/fractalintelligence/mooduel-v1.0}
}
Acknowledgements
Built with TMDB, Wikipedia, Rotten Tomatoes, MovieLens, and Claude Haiku. Mood dimensions draw on Russell's circumplex, Zillmann's mood management theory, and recent work on eudaimonic vs. hedonic media reception.
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