StreamSmart-Recommender / cleaned_streaming_catalog.csv
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title_id,title,type,genre,maturity_rating,release_year,seasons,duration_min,imdb_rating,platform_popularity,description,genre_primary,is_recent_release,duration_bucket,quality_score
T001,Stranger Things,TV Show,"Sci-Fi, Drama",TV-14,2016,4,51,8.7,95,Supernatural mysteries unfold in a small town.,Sci-Fi,0,short,115.5
T002,The Crown,TV Show,"Drama, History",TV-MA,2016,6,58,8.6,88,A dramatized history of the British royal family.,Drama,0,short,112.4
T003,Money Heist,TV Show,"Crime, Thriller",TV-MA,2017,5,50,8.2,91,A criminal mastermind executes an ambitious heist.,Crime,0,short,109.3
T004,The Queen's Gambit,TV Show,Drama,TV-MA,2020,1,56,8.5,89,A chess prodigy battles addiction and fame.,Drama,1,short,111.7
T005,Wednesday,TV Show,"Fantasy, Mystery",TV-14,2022,1,48,8.1,93,Wednesday Addams solves mysteries at Nevermore.,Fantasy,1,short,108.9
T006,Bridgerton,TV Show,"Romance, Drama",TV-MA,2020,3,60,7.4,84,Love and scandal shape the London social season.,Romance,1,short,99.2
T007,The Witcher,TV Show,"Fantasy, Action",TV-MA,2019,3,57,8.0,86,A monster hunter navigates destiny and politics.,Fantasy,0,short,105.8
T008,Dark,TV Show,"Sci-Fi, Mystery",TV-MA,2017,3,52,8.7,80,Time-travel secrets emerge in a German town.,Sci-Fi,0,short,111.0
T009,Narcos,TV Show,"Crime, Drama",TV-MA,2015,3,49,8.7,78,The rise of Pablo Escobar and the drug wars.,Crime,0,short,110.4
T010,Emily in Paris,TV Show,"Comedy, Romance",TV-MA,2020,4,30,6.9,72,A marketer explores work and romance in Paris.,Comedy,1,short,90.6
T011,Lupin,TV Show,"Crime, Mystery",TV-14,2021,3,44,7.5,85,A gentleman thief seeks revenge using deception.,Crime,1,short,100.5
T012,Ozark,TV Show,"Crime, Drama",TV-MA,2017,4,60,8.5,77,A family launders money for a dangerous cartel.,Crime,0,short,108.1
T013,Black Mirror,TV Show,"Sci-Fi, Thriller",TV-MA,2011,6,60,8.7,76,Dark anthology tales explore technology's consequences.,Sci-Fi,0,short,109.8
T014,Cobra Kai,TV Show,"Comedy, Action",TV-14,2018,6,34,8.4,75,Old karate rivals reignite decades later.,Comedy,0,short,106.5
T015,Heartstopper,TV Show,"Romance, Teen",TV-14,2022,2,31,8.5,87,"Two students navigate identity, friendship, and love.",Romance,1,short,111.1
T016,You,TV Show,"Thriller, Drama",TV-MA,2018,4,47,7.7,82,An obsessive man invades the lives of his targets.,Thriller,0,short,101.6
T017,The Night Agent,TV Show,"Action, Thriller",TV-MA,2023,1,45,7.5,83,An FBI agent uncovers a conspiracy from a late-night call.,Action,1,short,99.9
T018,One Piece,TV Show,"Adventure, Fantasy",TV-14,2023,1,55,8.4,90,Pirates hunt treasure in a live-action adaptation.,Adventure,1,short,111.0
T019,Squid Game,TV Show,"Thriller, Drama",TV-MA,2021,1,55,8.0,97,Cash-strapped players join deadly children's games.,Thriller,1,short,109.1
T020,Sex Education,TV Show,"Comedy, Drama",TV-MA,2019,4,52,8.2,79,Teen relationships and awkward truths collide at school.,Comedy,0,short,105.7
T021,Breaking Bad,TV Show,"Crime, Drama",TV-MA,2008,5,47,9.5,99,A chemistry teacher turns to meth production.,Crime,0,short,124.7
T022,Better Call Saul,TV Show,"Crime, Drama",TV-MA,2015,6,46,9.0,96,The morally flexible lawyer begins his transformation.,Crime,0,short,118.8
T023,Peaky Blinders,TV Show,"Crime, History",TV-MA,2013,6,58,8.8,83,A Birmingham gang rises after World War I.,Crime,0,short,112.9
T024,The Office,TV Show,Comedy,TV-14,2005,9,22,9.0,94,Office workers navigate absurd everyday routines.,Comedy,0,short,118.2
T025,Friends,TV Show,"Comedy, Romance",TV-14,1994,10,22,8.9,92,Six friends face life and love in New York.,Comedy,0,short,116.6
T026,Seinfeld,TV Show,Comedy,TV-14,1989,9,23,8.9,81,A comedian and friends obsess over daily trivialities.,Comedy,0,short,113.3
T027,The Irishman,Movie,"Crime, Drama",R,2019,1,209,7.8,70,An aging hitman reflects on loyalty and regret.,Crime,0,long,99.0
T028,Marriage Story,Movie,Drama,R,2019,1,137,7.9,68,A couple navigates a painful divorce.,Drama,0,long,99.4
T029,Bird Box,Movie,"Thriller, Horror",R,2018,1,124,6.6,88,Survivors avoid a mysterious force that drives people mad.,Thriller,0,medium,92.4
T030,Glass Onion,Movie,"Mystery, Comedy",PG-13,2022,1,139,7.1,85,A detective untangles a billionaire's island murder game.,Mystery,1,long,96.5
T031,Roma,Movie,Drama,R,2018,1,135,7.7,63,A domestic worker supports a family in 1970s Mexico City.,Drama,0,long,95.9
T032,Don't Look Up,Movie,"Comedy, Sci-Fi",R,2021,1,138,7.2,90,Scientists struggle to warn humanity about a comet.,Comedy,1,long,99.0
T033,Extraction,Movie,"Action, Thriller",R,2020,1,116,6.8,74,A mercenary attempts a dangerous rescue mission.,Action,1,medium,90.2
T034,Enola Holmes,Movie,"Mystery, Adventure",PG-13,2020,1,123,6.6,78,Sherlock's sister searches for her missing mother.,Mystery,1,medium,89.4
T035,The Adam Project,Movie,"Sci-Fi, Adventure",PG-13,2022,1,106,6.7,73,A time-traveling pilot teams up with his younger self.,Sci-Fi,1,medium,88.9
T036,The Gray Man,Movie,"Action, Thriller",PG-13,2022,1,122,6.5,71,A CIA asset becomes the target of a global manhunt.,Action,1,medium,86.3
T037,To All the Boys I've Loved Before,Movie,"Romance, Comedy",PG-13,2018,1,99,7.0,76,Secret love letters create romantic chaos.,Romance,0,medium,92.8
T038,The Old Guard,Movie,"Action, Fantasy",R,2020,1,125,6.7,67,Immortal mercenaries fight to protect their secret.,Action,1,medium,87.1
T039,"Tick, Tick... Boom!",Movie,"Drama, Musical",PG-13,2021,1,121,7.5,65,An aspiring composer faces artistic and personal pressure.,Drama,1,medium,94.5
T040,Guillermo del Toro's Pinocchio,Movie,"Animation, Fantasy",PG,2022,1,117,7.6,66,A wooden boy comes to life in wartime Italy.,Animation,1,medium,95.8
T041,The Killer,Movie,"Thriller, Crime",R,2023,1,118,6.8,60,A meticulous assassin faces unexpected consequences.,Thriller,1,medium,86.0
T042,Leave the World Behind,Movie,"Thriller, Drama",R,2023,1,141,6.4,82,A family vacation turns ominous during a blackout.,Thriller,1,long,88.6
T043,Army of the Dead,Movie,"Action, Horror",R,2021,1,148,5.7,58,Mercenaries enter zombie-infested Las Vegas for a heist.,Action,1,long,74.4
T044,Project Power,Movie,"Action, Sci-Fi",R,2020,1,113,6.0,64,A pill that grants powers sparks chaos in New Orleans.,Action,1,medium,79.2
T045,Murder Mystery,Movie,"Comedy, Mystery",PG-13,2019,1,97,6.0,81,A couple becomes entangled in a murder case on a yacht.,Comedy,0,medium,84.3
T046,Red Notice,Movie,"Action, Comedy",PG-13,2021,1,118,6.3,92,An FBI profiler chases two rival art thieves.,Action,1,medium,90.6
T047,The Mitchells vs. the Machines,Movie,"Animation, Comedy",PG,2021,1,113,7.6,74,A quirky family saves the world from a robot uprising.,Animation,1,medium,98.2
T048,Klaus,Movie,"Animation, Family",PG,2019,1,96,8.2,69,A postman and a toymaker spark a holiday tradition.,Animation,0,medium,102.7
T049,Maestro in Blue,TV Show,"Drama, Romance",TV-MA,2022,1,50,7.8,59,A musician becomes entangled in island secrets.,Drama,1,short,95.7
T050,Baby Reindeer,TV Show,"Drama, Thriller",TV-MA,2024,1,33,8.3,86,A comedian faces a stalking nightmare.,Drama,1,short,108.8
T051,Ripley,TV Show,"Thriller, Drama",TV-MA,2024,1,55,8.1,67,"A grifter is drawn into wealth, deception, and murder.",Thriller,1,short,101.1
T052,3 Body Problem,TV Show,"Sci-Fi, Mystery",TV-MA,2024,1,58,7.6,84,Scientists confront a cosmic threat from first contact.,Sci-Fi,1,short,101.2
T053,Avatar: The Last Airbender,TV Show,"Fantasy, Adventure",TV-14,2024,1,50,7.2,88,Young heroes master elements to end a war.,Fantasy,1,short,98.4
T054,Beef,TV Show,"Comedy, Drama",TV-MA,2023,1,35,8.0,73,A road-rage incident spirals into obsession.,Comedy,1,short,101.9
T055,Blue Eye Samurai,TV Show,"Animation, Action",TV-MA,2023,1,45,8.7,70,A swordswoman seeks revenge in Edo-period Japan.,Animation,1,short,108.0
T056,Damsel,Movie,"Fantasy, Adventure",PG-13,2024,1,109,6.1,89,A princess fights to survive a dragon-filled cave.,Fantasy,1,medium,87.7
T057,Rebel Moon,Movie,"Sci-Fi, Action",PG-13,2023,1,134,5.6,87,A former soldier gathers warriors to fight an empire.,Sci-Fi,1,long,82.1
T058,Carry-On,Movie,"Thriller, Action",PG-13,2024,1,112,6.8,90,An airport employee is blackmailed into a dangerous plot.,Thriller,1,medium,95.0
T059,Anyone But You,Movie,"Romance, Comedy",R,2023,1,103,6.4,77,A fake-couple wedding trip reignites sparks.,Romance,1,medium,87.1
T060,Society of the Snow,Movie,"Drama, Survival",R,2023,1,145,7.8,72,Survivors of a crash struggle to endure in the Andes.,Drama,1,long,99.6
T061,The Gentlemen,TV Show,"Crime, Comedy",TV-MA,2024,1,52,8.1,75,An aristocrat inherits a criminal empire beneath his estate.,Crime,1,short,103.5