title,review_year,age,children_in_home,education,gender,work_status,genre,release_year,length_minutes,season,total_reviews,rating,review_text,word_count,review_year_0,release_year_0,age_sc,length_minutes_sc,total_reviews_sc,word_count_sc,rating_good
Visions of Valor,2019,27,2,Post-Graduate,female,Employed,Action/Adventure,1987,120,Fall,2574,2.7,"I wanted to like this movie, but it was a letdown. The dialogue was cringe-worthy, and the story felt rushed.",21,19,4,-1.0905557879854961,-0.08692859353621762,-0.8272844535252993,2.1074375474069007,0
Hilarity Unleashed,2014,43,1,Completed College,female,Employed,Comedy,2019,121,Fall,7590,4.2,Pure cinematic joy that brought tears to my eyes.,9,14,36,-0.21482717529952675,-1.7351016673855377e-4,0.9402238656843684,-0.2591402711297649,1
Soulbound,2019,65,0,Post-Graduate,male,Employed,Drama,2010,131,Fall,1618,3.7,An emotional rollercoaster that left me in awe. The captivating plot and outstanding acting made this film a true gem. I couldn't stop thinking about it long after the credits rolled.,32,19,27,0.9892996671436813,0.8673773235280522,-1.1641540614129473,4.2768005477321775,1
Amour Forever,2011,43,1,Post-Graduate,female,Employed,Romance,2004,134,Fall,6251,2.7,A movie that failed to live up to its potential. Disappointing.,11,11,21,-0.21482717529952675,1.1276425736364895,0.46839499020156444,0.1352893652930127,0
In Search of Truth,2003,54,1,Completed College,female,Employed,Other,2007,112,Summer,6040,2.4,A movie that left me uninterested and thoroughly unmoved.,9,3,24,0.3872362459220773,-0.7809692604920502,0.39404406210083875,-0.2591402711297649,0
Eternal Echoes,2017,80,0,Completed College,female,Retired,Drama,1992,136,Summer,7130,4,Lives up to its name. It's an enchanting story that explores the depths of human nature. The performances were exceptional.,21,17,9,1.8102952415367777,1.3011527403754475,0.77813179494345,2.1074375474069007,1
Visions of Valor,2022,80,0,Completed College,female,Retired,Action/Adventure,1987,120,Fall,2574,1.8,"This movie was a complete mess. The editing was choppy, and the plot was all over the place.",18,22,4,1.8102952415367777,-0.08692859353621762,-0.8272844535252993,1.5157930927727343,0
Legends Unleashed,2021,73,0,Completed College,female,Retired,Action/Adventure,2009,127,Summer,4095,2.4,An agonizing viewing experience that I won't soon forget.,10,21,26,1.4271639734866661,0.5203569900501359,-0.291323497879784,-0.06192545291837609,0
Requiem for a Dream,2009,80,0,Post-Graduate,female,Retired,Drama,2008,128,Winter,3517,2.5,An uninspired mess that left me wondering why I bothered.,10,9,25,1.8102952415367777,0.6071120734196149,-0.4949957085064164,-0.06192545291837609,0
Enchanted Hearts,2013,28,1,Post-Graduate,male,Employed,Romance,2019,137,Summer,9467,4.3,A journey worth taking.,4,13,36,-1.0358227496926231,1.3879078237449267,1.6016299891206816,-1.245214362186709,1
In Search of Truth,2009,40,0,Completed High School,female,Employed,Other,2007,112,Summer,6040,2.3,"I expected more, but this movie left me thoroughly dissatisfied.",10,9,24,-0.379026290178146,-0.7809692604920502,0.39404406210083875,-0.06192545291837609,0
Beyond the Stars,2008,80,0,Post-Graduate,female,Retired,Sci-Fi,1997,133,Summer,3305,2.3,A lackluster attempt that left me bored and unenthused.,9,8,14,1.8102952415367777,1.0408874902670102,-0.5696990106739701,-0.2591402711297649,0
Empire of Shadows,2017,62,0,Completed College,female,Unemployed,Action/Adventure,2017,108,Summer,9606,3.4,A film that didn't leave a lasting impression.,9,17,34,0.8251005522650621,-1.1279895939699665,1.6506099844097852,-0.2591402711297649,1
Whispers of Hope,2022,63,0,Completed College,male,Employed,Drama,2018,120,Summer,389,2.6,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,22,35,0.8798335905579351,-0.08692859353621762,-1.597221789544662,2.699082002041067,0
Mystic Shadows,2013,70,0,Post-Graduate,female,Retired,Drama,2010,120,Summer,1455,2.9,"It didn't wow me, but it was watchable. A so-so film with some redeeming qualities.",17,13,27,1.2629648586080469,-0.08692859353621762,-1.2215910343059249,1.3185782745613455,0
Eternal Sunshine,2020,59,0,Post-Graduate,male,Employed,Drama,2017,142,Summer,4603,4.5,Incredible! I was glued to the screen from start to finish. The acting and direction are top-notch.,18,20,34,0.6609014373864428,1.821683240592322,-0.11231747193111749,1.5157930927727343,1
The Adventurous Quest,2019,79,0,Completed College,female,Retired,Action/Adventure,2011,108,Summer,9822,2.8,It's hard to form a strong opinion about it.,10,19,28,1.7555622032439047,-1.1279895939699665,1.7267227828446512,-0.06192545291837609,0
Beyond the Stars,2018,31,2,Completed College,female,Employed,Sci-Fi,1997,133,Summer,3305,3.2,"It's just an okay film, nothing exceptional.",8,18,14,-0.8716236348140038,1.0408874902670102,-0.5696990106739701,-0.45635508934115365,1
Shattered Illusions,2019,37,1,Post-Graduate,male,Unemployed,Drama,2013,98,Fall,8485,3.4,A middle-of-the-road film with its moments of intrigue.,11,19,30,-0.5432254050567653,-1.9955404276647573,1.2555986554955034,0.1352893652930127,1
Echoes of Valor,2022,35,0,Completed College,female,Employed,Action/Adventure,2020,114,Winter,5527,2.8,"It wasn't remarkable, but it wasn't awful either.",10,22,37,-0.6526914816425115,-0.607459093753092,0.21327616581803183,-0.06192545291837609,0
Eerie Echoes,2016,34,1,Completed College,male,Employed,Horror,2018,112,Fall,9634,3.5,An unforgettable experience! The deep emotional connections and the exploration of human nature in this movie were thought-provoking. I highly recommend it.,23,16,35,-0.7074245199353846,-0.7809692604920502,1.6604764582809715,2.5018671838296784,1
Innocence Lost,2012,41,0,Post-Graduate,female,Employed,Drama,2011,131,Summer,3260,3.8,A cinematic triumph!,3,12,28,-0.3242932518852729,0.8673773235280522,-0.5855558436812339,-1.4424291803980978,1
Joyful Journeys,2017,78,0,Completed High School,female,Retired,Kids,2005,111,Spring,9030,2.3,An uninspired mess that left me wondering why it was made.,11,17,22,1.7008291649510314,-0.8677243438615293,1.447642521916809,0.1352893652930127,0
The Last Crusade,2020,27,1,Post-Graduate,female,Employed,Action/Adventure,2015,106,Winter,4492,3.1,A film that didn't leave a lasting mark.,9,20,32,-1.0905557879854961,-1.3014997607089247,-0.1514309933490348,-0.2591402711297649,1
Midnight Shadows,2018,54,1,Post-Graduate,female,Employed,Horror,1995,140,Summer,4464,3.8,Every frame felt like a work of art. A must-see.,11,18,12,0.3872362459220773,1.6481730738533638,-0.16129746722022112,0.1352893652930127,1
Eternal Sunshine,2009,80,0,Post-Graduate,female,Retired,Drama,2017,142,Summer,4603,4,A tale of courage and triumph that left me breathless.,10,9,34,1.8102952415367777,1.821683240592322,-0.11231747193111749,-0.06192545291837609,1
The Hilarious Movie,2008,18,0,Post-Graduate,female,Student,Comedy,2014,126,Winter,1399,3.4,"Not a standout, but it's not entirely forgettable.",9,8,31,-1.5831531326213542,0.4336019066806568,-1.2413239820482977,-0.2591402711297649,1
Beyond Boundaries,2017,63,0,Post-Graduate,male,Employed,Other,2018,114,Fall,8184,3.6,Exquisite and thought-provoking. A must-watch.,7,17,35,0.8798335905579351,-0.607459093753092,1.1495340613802503,-0.6535699075525425,1
Lost Treasures,2012,25,1,Completed College,male,Student,Action/Adventure,2009,144,Spring,4040,4.2,A remarkable achievement that touched my soul.,7,12,26,-1.2000218645712424,1.99519340733128,-0.31070407155532864,-0.6535699075525425,1
Requiem for a Dream,2012,74,0,Post-Graduate,female,Retired,Drama,2008,128,Winter,3517,2.9,"I expected more, but it fell short.",7,12,25,1.4818970117795391,0.6071120734196149,-0.4949957085064164,-0.6535699075525425,0
Legends of Winter,2010,61,0,Post-Graduate,male,Employed,Drama,2006,108,Fall,2617,2.1,"I expected more, but this movie left me utterly disappointed.",10,10,23,0.7703675139721889,-1.1279895939699665,-0.8121323686516917,-0.06192545291837609,0
Raiders of the Unknown,2007,52,0,Completed High School,male,Employed,Action/Adventure,2018,121,Summer,6957,2.5,"Not worth your money, disappointing.",5,7,35,0.2777701693363311,-1.7351016673855377e-4,0.7171710813821915,-1.04799954397532,0
Fading Memories,2018,43,0,Post-Graduate,female,Employed,Drama,2001,133,Winter,1885,3.3,A film that didn't leave a lasting impression.,9,18,18,-0.21482717529952675,1.0408874902670102,-1.070070185569849,-0.2591402711297649,1
Beneath the Surface,2015,18,0,Completed College,female,Employed,Drama,2011,105,Fall,9202,3.6,A heartfelt triumph that resonated with my soul.,8,15,28,-1.5831531326213542,-1.3882548440784037,1.5082508614112393,-0.45635508934115365,1
The Hilarious Movie,2020,27,1,Completed College,male,Employed,Comedy,2014,126,Winter,1399,3.5,I was blown away by the sheer brilliance of this film.,11,20,31,-1.0905557879854961,0.4336019066806568,-1.2413239820482977,0.1352893652930127,1
Echoes of Eternity,2010,28,1,Completed High School,female,Employed,Drama,1998,126,Summer,7245,3.4,"It's not remarkable, but it's not terrible either.",10,10,15,-1.0358227496926231,0.4336019066806568,0.8186548126286796,-0.06192545291837609,1
Echoes of Valor,2007,70,0,Completed College,female,Retired,Action/Adventure,2020,114,Winter,5527,2.6,"I wouldn't recommend this movie to anyone. It was boring, poorly acted, and had a terrible script.",18,7,37,1.2629648586080469,-0.607459093753092,0.21327616581803183,1.5157930927727343,0
Endless Love,2016,41,0,Post-Graduate,male,Employed,Romance,2016,147,Spring,3185,3.5,A work of art that transcends the ordinary.,8,16,33,-0.3242932518852729,2.2554586574397173,-0.6119838986933401,-0.45635508934115365,1
Galactic Odyssey,2014,42,1,Post-Graduate,female,Employed,Sci-Fi,2010,113,Winter,3673,1.9,A film that was as dull as it was disappointing.,10,14,27,-0.26956021359239984,-0.6942141771225712,-0.44002535408123533,-0.06192545291837609,0
Eternal Echoes,2022,31,1,Post-Graduate,male,Employed,Drama,1992,136,Summer,7130,4.5,An emotional tour de force that left me moved.,9,22,9,-0.8716236348140038,1.3011527403754475,0.77813179494345,-0.2591402711297649,1
Midnight Shadows,2020,45,0,Post-Graduate,female,Employed,Horror,1995,140,Summer,4464,2.7,A film that left me bewildered and utterly uninterested.,9,20,12,-0.10536109871378055,1.6481730738533638,-0.16129746722022112,-0.2591402711297649,0
Love in the Air,2017,18,0,Completed High School,female,Employed,Romance,2018,130,Summer,6969,4,A heartfelt and beautifully crafted cinematic journey.,7,17,35,-1.5831531326213542,0.7806222401585731,0.7213995701841285,-0.6535699075525425,1
Midnight Whispers,2017,64,0,Completed College,female,Employed,Drama,2012,115,Summer,9341,4,A symphony of emotions that left me deeply touched.,9,17,29,0.9345666288508082,-0.520704010383613,1.557230856700343,-0.2591402711297649,1
Reflections of Reality,2012,60,0,Post-Graduate,male,Employed,Other,2019,132,Summer,2599,3.1,"I was hoping for better, but it was decent enough.",10,12,36,0.7156344756793158,0.9541324068975312,-0.8184751018545973,-0.06192545291837609,1
Journey to the Unknown,2020,73,0,Completed College,female,Retired,Action/Adventure,2000,107,Summer,2537,2.7,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,20,17,1.4271639734866661,-1.2147446773394455,-0.8403222939979385,1.3185782745613455,0
Wanderlust,2014,41,1,Post-Graduate,female,Employed,Other,1998,112,Summer,3716,1.8,"I was excited to see this film, but it turned out to be a mess. The plot was incoherent, and the characters were forgettable.",24,14,15,-0.3242932518852729,-0.7809692604920502,-0.42487326920762775,2.699082002041067,0
Futuristic Frontiers,2016,62,0,Completed College,female,Employed,Sci-Fi,1988,120,Winter,2755,2.5,"This film was a disaster. The script felt like it was written by a five-year-old, and the acting was equally amateurish.",23,16,5,0.8251005522650621,-0.08692859353621762,-0.7635047474294162,2.5018671838296784,0
Stellar Explorers,2018,21,0,Post-Graduate,female,Employed,Sci-Fi,2013,98,Fall,8106,3.1,"I'm neutral about this one, neither good nor bad.",10,18,30,-1.4189540177427349,-1.9955404276647573,1.1220488841676597,-0.06192545291837609,1
Visions of Valor,2010,60,0,Post-Graduate,male,Employed,Action/Adventure,1987,120,Fall,2574,2.7,An uninspired and forgettable endeavor that isn't worth your time.,11,10,4,0.7156344756793158,-0.08692859353621762,-0.8272844535252993,0.1352893652930127,0
Mystic Shadows,2021,51,1,Completed High School,female,Employed,Drama,2010,120,Summer,1455,3.3,A film that had its moments but didn't fully resonate.,11,21,27,0.22303713104345801,-0.08692859353621762,-1.2215910343059249,0.1352893652930127,1
Crimson Echoes,2019,67,0,Completed College,male,Employed,Drama,1995,139,Fall,955,2.6,A movie that left me utterly uninterested and unengaged.,9,19,12,1.0987657437294276,1.5614179904838847,-1.3977780677199667,-0.2591402711297649,0
Crimson Echoes,2013,65,0,Post-Graduate,female,Employed,Drama,1995,139,Fall,955,2.7,I don't know how this movie got made. It was a complete disaster from start to finish.,18,13,12,0.9892996671436813,1.5614179904838847,-1.3977780677199667,1.5157930927727343,0
Lost in Time,2016,23,0,Completed College,male,Employed,Drama,2019,119,Summer,8311,3.6,A breathtaking masterpiece that speaks to the heart.,8,16,36,-1.3094879411569886,-0.1736836769056967,1.194285567867417,-0.45635508934115365,1
Eternal Sunshine,2021,55,0,Completed High School,male,Employed,Drama,2017,142,Summer,4603,3.9,An instant classic that will be cherished for years.,9,21,34,0.4419692842149504,1.821683240592322,-0.11231747193111749,-0.2591402711297649,1
Forgotten Realms,2014,80,0,Post-Graduate,male,Employed,Drama,2013,129,Summer,3337,3.7,A film to remember.,4,14,30,1.8102952415367777,0.693867156789094,-0.5584230405354714,-1.245214362186709,1
Lost in Time,2021,34,1,Post-Graduate,male,Employed,Drama,2019,119,Summer,8311,3.4,A film that didn't fully resonate with me.,9,21,36,-0.7074245199353846,-0.1736836769056967,1.194285567867417,-0.2591402711297649,1
The Hilarious Movie,2020,60,0,Completed College,female,Employed,Comedy,2014,126,Winter,1399,3.4,"It's just an okay film, nothing exceptional.",8,20,31,0.7156344756793158,0.4336019066806568,-1.2413239820482977,-0.45635508934115365,1
Frozen in Time,2013,48,1,Post-Graduate,male,Employed,Drama,1984,141,Winter,2736,3.9,A cinematic triumph!,3,13,1,0.05883801616483873,1.734928157222843,-0.7701998546991498,-1.4424291803980978,1
Rise of the Phoenix,2022,43,0,Completed High School,female,Employed,Action/Adventure,2006,126,Winter,6613,2.5,An uninspired and forgettable mess that isn't worth your time.,11,22,23,-0.21482717529952675,0.4336019066806568,0.5959544023933308,0.1352893652930127,0
Innocence Lost,2021,59,0,Post-Graduate,female,Employed,Drama,2011,131,Summer,3260,4,A cinematic triumph that left me in awe.,8,21,28,0.6609014373864428,0.8673773235280522,-0.5855558436812339,-0.45635508934115365,1
Secret of the Ancients,2018,65,0,Post-Graduate,female,Student,Action/Adventure,2020,115,Summer,9029,4.2,Incredible performances throughout.,3,18,37,0.9892996671436813,-0.520704010383613,1.447290147849981,-1.4424291803980978,1
Visions of Valor,2015,35,0,Completed College,male,Employed,Action/Adventure,1987,120,Fall,2574,2.3,"I couldn't connect with any of the characters. The dialogue was cringe-worthy, and the ending was just plain ridiculous.",21,15,4,-0.6526914816425115,-0.08692859353621762,-0.8272844535252993,2.1074375474069007,0
In Search of Truth,2021,50,1,Post-Graduate,male,Employed,Other,2007,112,Summer,6040,2.7,A lackluster effort that fell flat in every conceivable way.,10,21,24,0.16830409275058492,-0.7809692604920502,0.39404406210083875,-0.06192545291837609,0
Sweet Serenade,2017,60,0,Post-Graduate,male,Employed,Romance,1996,118,Fall,3730,2.9,A neutral watch that didn't evoke strong emotions.,9,17,13,0.7156344756793158,-0.26043876027517576,-0.4199400322720346,-0.2591402711297649,0
Shattered Reflections,2011,20,0,Post-Graduate,female,Employed,Drama,2017,125,Spring,2500,3.2,An in-between experience that left me with mixed thoughts.,10,11,34,-1.473687056035608,0.3468468233111777,-0.8533601344705775,-0.06192545291837609,1
Eternal Love,2022,74,0,Post-Graduate,female,Unemployed,Romance,2014,108,Fall,997,2.8,"I can't say I was thrilled, but it wasn't terrible either. I found it to be just average.",20,22,31,1.4818970117795391,-1.1279895939699665,-1.3829783569131873,1.9102227291955118,0
Joyful Journeys,2017,27,0,Post-Graduate,female,Employed,Kids,2005,111,Spring,9030,2.8,"I can't say I was thrilled, but it wasn't terrible either.",13,17,22,-1.0905557879854961,-0.8677243438615293,1.447642521916809,0.5297190017157903,0
Broken Promises,2009,80,0,Post-Graduate,male,Retired,Drama,2008,125,Fall,5560,3.1,A middle-of-the-road effort that didn't stand out.,11,9,25,1.8102952415367777,0.3468468233111777,0.2249045100233586,0.1352893652930127,1
Guardians of Destiny,2018,47,1,Completed High School,female,Employed,Action/Adventure,2004,119,Winter,374,1.9,A film that left me bewildered and completely unsatisfied.,9,18,21,0.004104977871965638,-0.1736836769056967,-1.6025074005470834,-0.2591402711297649,0
Dark Descent,2020,33,3,Completed College,male,Employed,Horror,2015,111,Spring,2185,2.4,"A cinematic catastrophe. The plot was a jumbled mess, and the characters were unlikable.",14,20,32,-0.7621575582282577,-0.8677243438615293,-0.9643579655214238,0.7269338199271791,0
Edge of Eternity,2022,74,0,Post-Graduate,female,Employed,Drama,2018,104,Winter,4137,2.7,A film that left me bewildered and completely unsatisfied.,9,22,35,1.4818970117795391,-1.4750099274478827,-0.2765237870730045,-0.2591402711297649,0
Midnight Shadows,2009,47,1,Completed High School,male,Employed,Horror,1995,140,Summer,4464,3.4,"Some parts were good, others were mediocre.",7,9,12,0.004104977871965638,1.6481730738533638,-0.16129746722022112,-0.6535699075525425,1
Love in the Air,2021,79,0,Post-Graduate,female,Retired,Romance,2018,130,Summer,6969,3.8,This film is a gem. It's a rollercoaster of emotions that I didn't want to end. Highly recommended!,20,21,35,1.7555622032439047,0.7806222401585731,0.7213995701841285,1.9102227291955118,1
Midnight Shadows,2019,37,0,Completed High School,male,Unemployed,Horror,1995,140,Summer,4464,2.7,An agonizing viewing experience that I won't soon forget.,10,19,12,-0.5432254050567653,1.6481730738533638,-0.16129746722022112,-0.06192545291837609,0
Lost in Time,2014,35,0,Completed College,female,Employed,Drama,2019,119,Summer,8311,3.6,Absolutely outstanding!,2,14,36,-0.6526914816425115,-0.1736836769056967,1.194285567867417,-1.6396439986094864,1
Tales of Tiny Explorers,2020,41,0,Post-Graduate,female,Employed,Kids,2002,118,Fall,4368,1.9,A lackluster effort that fell flat in every conceivable aspect.,10,20,19,-0.3242932518852729,-0.26043876027517576,-0.19512537763571716,-0.06192545291837609,0
Requiem for a Dream,2018,18,0,Completed High School,female,Student,Drama,2008,128,Winter,3517,4.1,Cinematic excellence shines.,3,18,25,-1.5831531326213542,0.6071120734196149,-0.4949957085064164,-1.4424291803980978,1
Eternal Echoes,2017,54,1,Completed High School,female,Employed,Drama,1992,136,Summer,7130,4.3,A cinematic treasure that leaves you with a warm feeling. It's a must-watch for all ages.,18,17,9,0.3872362459220773,1.3011527403754475,0.77813179494345,1.5157930927727343,1
Love in the Air,2020,41,0,Completed College,male,Employed,Romance,2018,130,Summer,6969,3.2,A middle-of-the-road watch that left me feeling neutral.,11,20,35,-0.3242932518852729,0.7806222401585731,0.7213995701841285,0.1352893652930127,1
Legends Reborn,2019,18,0,Completed High School,female,Student,Action/Adventure,2008,116,Fall,5896,2.9,"I can't say I loved it, but I didn't hate it either.",14,19,25,-1.5831531326213542,-0.4339489270141339,0.3433021964775947,0.7269338199271791,0
Rise of the Phoenix,2022,56,0,Post-Graduate,female,Employed,Action/Adventure,2006,126,Winter,6613,3.1,A film that didn't fully resonate with me.,9,22,23,0.4967023225078235,0.4336019066806568,0.5959544023933308,-0.2591402711297649,1
Forgotten Realms,2019,48,0,Post-Graduate,female,Employed,Drama,2013,129,Summer,3337,2.8,A passable movie that didn't leave a strong impression.,10,19,30,0.05883801616483873,0.693867156789094,-0.5584230405354714,-0.06192545291837609,0
In Search of Truth,2004,49,0,Post-Graduate,male,Retired,Other,2007,112,Summer,6040,2.6,A lackluster attempt that fell short in every way.,9,4,24,0.11357105445771182,-0.7809692604920502,0.39404406210083875,-0.2591402711297649,0
Odyssey of Hope,2021,43,1,Completed High School,female,Employed,Action/Adventure,2019,111,Summer,9797,3.7,Every frame felt like a work of art. A must-see.,11,21,36,-0.21482717529952675,-0.8677243438615293,1.7179134311739492,0.1352893652930127,1
In Search of Truth,2009,40,0,Completed College,female,Employed,Other,2007,112,Summer,6040,3,A middle-of-the-road experience with its ups and downs.,11,9,24,-0.379026290178146,-0.7809692604920502,0.39404406210083875,0.1352893652930127,1
Lost Treasures,2021,30,0,Completed High School,female,Employed,Action/Adventure,2009,144,Spring,4040,3.3,A lukewarm experience that neither wowed nor disappointed.,8,21,26,-0.926356673106877,1.99519340733128,-0.31070407155532864,-0.45635508934115365,1
Eternal Echoes,2021,61,0,Post-Graduate,male,Employed,Drama,1992,136,Summer,7130,3.5,Touched my heart deeply.,4,21,9,0.7703675139721889,1.3011527403754475,0.77813179494345,-1.245214362186709,1
Whispers in the Dark,2013,60,0,Post-Graduate,male,Employed,Horror,2020,130,Spring,2052,1.8,"I expected so much more from this film, but it fell flat. Boring and uninspired, it left me with a sense of wasted potential.",24,13,37,0.7156344756793158,0.7806222401585731,-1.011223716409559,2.699082002041067,0
Realm of Illusions,2020,66,0,Post-Graduate,female,Employed,Drama,2005,112,Summer,1520,3.3,An adequate watch with its share of strengths and weaknesses.,10,20,22,1.0440327054365544,-0.7809692604920502,-1.1986867199620994,-0.06192545291837609,1
Guardians of the Ancients,2020,24,1,Completed High School,male,Employed,Action/Adventure,2014,116,Summer,3224,3.2,"It's just an average movie, nothing special.",8,20,31,-1.2547549028641154,-0.4339489270141339,-0.598241310087045,-0.45635508934115365,1
Chronicles of Courage,2016,25,1,Post-Graduate,female,Student,Action/Adventure,1995,132,Summer,1983,2.3,A complete letdown that I wouldn't wish upon anyone.,10,16,12,-1.2000218645712424,0.9541324068975312,-1.0355375270206968,-0.06192545291837609,0
Wonderland Adventures,2022,61,0,Post-Graduate,female,Employed,Kids,2012,98,Spring,2160,2.4,Not worth watching.,3,22,29,0.7703675139721889,-1.9955404276647573,-0.9731673171921259,-1.4424291803980978,0
Quest for Glory,2017,65,0,Completed High School,female,Employed,Action/Adventure,2009,140,Spring,8533,3.7,What a treat! This movie exceeded all my expectations. A true cinematic marvel.,13,17,26,0.9892996671436813,1.6481730738533638,1.2725126107032514,0.5297190017157903,1
Enchanted Playtime,2019,36,0,Completed College,female,Retired,Kids,2004,131,Spring,1041,1.8,A movie that failed to deliver on its promises. Disappointing.,10,19,21,-0.5979584433496384,0.8673773235280522,-1.3674738979727517,-0.06192545291837609,0
Whimsical Whispers,2009,27,1,Post-Graduate,female,Employed,Comedy,2020,113,Summer,6627,3.8,Stellar performances and an unforgettable storyline.,6,9,37,-1.0905557879854961,-0.6942141771225712,0.6008876393289239,-0.8507847257639313,1
Shattered Reflections,2020,51,1,Post-Graduate,male,Employed,Drama,2017,125,Spring,2500,3.5,Engaging and heartfelt.,3,20,34,0.22303713104345801,0.3468468233111777,-0.8533601344705775,-1.4424291803980978,1
Quest for Imagination,2017,20,0,Post-Graduate,female,Employed,Kids,2005,122,Summer,3131,1.7,An absolute disaster that failed to hold my attention.,9,17,22,-1.473687056035608,0.08658157320274051,-0.6310120983020567,-0.2591402711297649,0
Sweet Serenade,2022,55,0,Post-Graduate,male,Employed,Romance,1996,118,Fall,3730,2.4,I wouldn't wish this movie on my worst enemy. It was poorly executed in every way possible.,18,22,13,0.4419692842149504,-0.26043876027517576,-0.4199400322720346,1.5157930927727343,0
Under the Rainbow,2016,79,0,Post-Graduate,male,Unemployed,Kids,1996,122,Summer,530,2.5,A lackluster attempt that left me bored and unenthused.,9,16,13,1.7555622032439047,0.08658157320274051,-1.5475370461219025,-0.2591402711297649,0
Raiders of the Unknown,2018,18,0,Completed High School,female,Student,Action/Adventure,2018,121,Summer,6957,3.4,"I can't say it's great, but it's not awful either.",13,18,35,-1.5831531326213542,-1.7351016673855377e-4,0.7171710813821915,0.5297190017157903,1
The Hilarious Movie,2022,32,1,Post-Graduate,female,Employed,Comedy,2014,126,Winter,1399,3.3,"It's an average film, nothing more, nothing less.",9,22,31,-0.8168905965211307,0.4336019066806568,-1.2413239820482977,-0.2591402711297649,1
Love's Embrace,2016,59,0,Completed High School,female,Employed,Romance,1983,112,Winter,9616,2.3,"The worst film I've seen in years. It was painful to sit through, and I left the theater feeling angry and cheated.",23,16,0,0.6609014373864428,-0.7809692604920502,1.654133725078066,2.5018671838296784,0
Shattered Reflections,2018,75,0,Completed College,female,Employed,Drama,2017,125,Spring,2500,2.4,A movie that failed to live up to its potential. Disappointing.,11,18,34,1.5366300500724122,0.3468468233111777,-0.8533601344705775,0.1352893652930127,0
Legends Reborn,2015,41,1,Post-Graduate,male,Employed,Action/Adventure,2008,116,Fall,5896,3.3,"I wasn't blown away, but it was decent.",9,15,25,-0.3242932518852729,-0.4339489270141339,0.3433021964775947,-0.2591402711297649,1
Odyssey of Legends,2022,47,0,Completed High School,female,Employed,Action/Adventure,2011,117,Fall,7179,1.7,"Regret watching this, waste of time.",6,22,28,0.004104977871965638,-0.34719384364465483,0.7953981242180261,-0.8507847257639313,0
The Enigmatic Drama,2014,52,1,Post-Graduate,male,Employed,Drama,2018,118,Summer,5690,3.4,A movie that hovered in the middle ground for me.,10,14,35,0.2777701693363311,-0.26043876027517576,0.2707131387110095,-0.06192545291837609,1
Realm of Illusions,2019,70,0,Post-Graduate,male,Retired,Drama,2005,112,Summer,1520,2.4,A painful viewing experience that I won't soon forget.,10,19,22,1.2629648586080469,-0.7809692604920502,-1.1986867199620994,-0.06192545291837609,0
Adventures of the Little Ones,2021,63,0,Completed College,female,Employed,Kids,1997,124,Summer,8607,3.2,"A decent movie, but it didn't quite meet my expectations. Some parts were enjoyable.",15,21,14,0.8798335905579351,0.26009173994169865,1.2985882916485296,0.9241486381385678,1
Innocence Lost,2020,39,0,Post-Graduate,male,Employed,Drama,2011,131,Summer,3260,3.9,Utterly compelling and artistically captivating.,5,20,28,-0.4337593284710191,0.8673773235280522,-0.5855558436812339,-1.04799954397532,1
Sweet Serenade,2019,37,0,Post-Graduate,male,Employed,Romance,1996,118,Fall,3730,2.3,A movie that left me uninterested and thoroughly disappointed.,9,19,13,-0.5432254050567653,-0.26043876027517576,-0.4199400322720346,-0.2591402711297649,0
Legends Reborn,2014,50,1,Completed High School,female,Employed,Action/Adventure,2008,116,Fall,5896,2.9,A film with potential that didn't quite soar.,9,14,25,0.16830409275058492,-0.4339489270141339,0.3433021964775947,-0.2591402711297649,0
Edge of Eternity,2021,29,1,Post-Graduate,female,Employed,Drama,2018,104,Winter,4137,3.4,A film that hovered in mediocrity without standing out.,9,21,35,-0.98108971139975,-1.4750099274478827,-0.2765237870730045,-0.2591402711297649,1
Cosmic Adventures,2018,18,0,Completed College,female,Employed,Sci-Fi,2012,119,Fall,8655,2.1,A disappointment from start to finish. Don't waste your time.,11,18,29,-1.5831531326213542,-0.1736836769056967,1.3155022468562776,0.1352893652930127,0
Raiders of the Unknown,2020,35,1,Completed College,male,Unemployed,Action/Adventure,2018,121,Summer,6957,3.6,A captivating journey.,3,20,35,-0.6526914816425115,-1.7351016673855377e-4,0.7171710813821915,-1.4424291803980978,1
Lost Treasures,2019,50,0,Post-Graduate,female,Employed,Action/Adventure,2009,144,Spring,4040,3.2,"I can't say it's great, but it's not awful either.",13,19,26,0.16830409275058492,1.99519340733128,-0.31070407155532864,0.5297190017157903,1
Lost Treasures,2021,48,0,Post-Graduate,female,Employed,Action/Adventure,2009,144,Spring,4040,3.2,An okay narrative that lacked a distinct identity.,8,21,26,0.05883801616483873,1.99519340733128,-0.31070407155532864,-0.45635508934115365,1
Beyond Boundaries,2019,43,1,Completed High School,female,Employed,Other,2018,114,Fall,8184,3.2,A narrative that hovered in mediocrity without standing out.,9,19,35,-0.21482717529952675,-0.607459093753092,1.1495340613802503,-0.2591402711297649,1
Odyssey of Hope,2021,18,1,Post-Graduate,female,Employed,Action/Adventure,2019,111,Summer,9797,3.1,"A movie that falls in the middle, not outstanding.",9,21,36,-1.5831531326213542,-0.8677243438615293,1.7179134311739492,-0.2591402711297649,1
Shattered Reflections,2017,47,1,Completed College,male,Employed,Drama,2017,125,Spring,2500,3.8,Movie perfection achieved.,3,17,34,0.004104977871965638,0.3468468233111777,-0.8533601344705775,-1.4424291803980978,1
Soulbound,2013,50,1,Post-Graduate,male,Employed,Drama,2010,131,Fall,1618,2.5,Hated it.,2,13,27,0.16830409275058492,0.8673773235280522,-1.1641540614129473,-1.6396439986094864,0
Laughter Therapy,2022,80,0,Completed College,female,Retired,Comedy,1996,143,Summer,2829,3.8,An exquisite blend of artistry and emotion.,7,22,13,1.8102952415367777,1.908438323961801,-0.737429066484138,-0.6535699075525425,1
Quest for Glory,2018,18,1,Post-Graduate,male,Employed,Action/Adventure,2009,140,Spring,8533,3.5,Loved every minute of it.,5,18,26,-1.5831531326213542,1.6481730738533638,1.2725126107032514,-1.04799954397532,1
Quest for Imagination,2010,25,0,Post-Graduate,female,Employed,Kids,2005,122,Summer,3131,2.6,A movie that failed to impress on any level. Avoid.,10,10,22,-1.2000218645712424,0.08658157320274051,-0.6310120983020567,-0.06192545291837609,0
Mystic Whispers,2018,52,0,Completed College,female,Unemployed,Drama,2010,122,Summer,857,2.5,"I couldn't wait for this movie to be over. It was painful to watch, and I had no emotional investment in the characters.",24,18,27,0.2777701693363311,0.08658157320274051,-1.432310726269119,2.699082002041067,0
Crimson Echoes,2017,20,0,Post-Graduate,male,Employed,Drama,1995,139,Fall,955,3.4,A movie that lacked the depth I was hoping for.,10,17,12,-1.473687056035608,1.5614179904838847,-1.3977780677199667,-0.06192545291837609,1
Legends Unleashed,2006,80,0,Post-Graduate,female,Retired,Action/Adventure,2009,127,Summer,4095,2.2,A forgettable experience that fell flat in every aspect.,9,6,26,1.8102952415367777,0.5203569900501359,-0.291323497879784,-0.2591402711297649,0
Raiders of the Unknown,2012,70,0,Completed High School,female,Retired,Action/Adventure,2018,121,Summer,6957,2.3,This movie was so bad it's almost impressive. I can't think of a single redeeming quality.,18,12,35,1.2629648586080469,-1.7351016673855377e-4,0.7171710813821915,1.5157930927727343,0
Crazy Antics,2017,53,3,Completed College,male,Employed,Comedy,1992,131,Winter,6745,3.4,"It's not a standout film, but it's not terrible either.",12,17,9,0.3325032076292042,0.8673773235280522,0.6424677792146377,0.3325041835044015,1
Empire of Shadows,2003,31,1,Completed College,female,Employed,Action/Adventure,2017,108,Summer,9606,3,"It didn't wow me, but it was watchable.",9,3,34,-0.8716236348140038,-1.1279895939699665,1.6506099844097852,-0.2591402711297649,1
Enchanted Playtime,2019,49,1,Completed High School,female,Unemployed,Kids,2004,131,Spring,1041,3.8,A tapestry of emotions that tugged at my heartstrings.,9,19,21,0.11357105445771182,0.8673773235280522,-1.3674738979727517,-0.2591402711297649,1
The Uncharted Journey,2021,47,0,Completed College,female,Employed,Action/Adventure,2007,112,Fall,3948,1.4,A painful and frustrating viewing experience. Avoid.,7,21,24,0.004104977871965638,-0.7809692604920502,-0.34312248570351234,-0.6535699075525425,0
The Last Crusade,2012,59,0,Post-Graduate,female,Employed,Action/Adventure,2015,106,Winter,4492,2.9,I neither loved it nor hated it.,7,12,32,0.6609014373864428,-1.3014997607089247,-0.1514309933490348,-0.6535699075525425,0
Enchanted Darkness,2009,35,1,Post-Graduate,male,Unemployed,Horror,2009,139,Summer,7361,4.2,Truly heartwarming story.,3,9,26,-0.6526914816425115,1.5614179904838847,0.8595302043807374,-1.4424291803980978,1
A Glimpse Through Time,2019,42,3,Completed High School,female,Employed,Other,1989,111,Fall,8842,2.5,"I was excited to see this film, but it turned out to be a mess. The plot was incoherent, and the characters were forgettable.",24,19,6,-0.26956021359239984,-0.8677243438615293,1.3813961973531292,2.699082002041067,0
Crimson Echoes,2008,53,0,Post-Graduate,male,Employed,Drama,1995,139,Fall,955,2.6,A total misfire that left me questioning my movie choices.,10,8,12,0.3325032076292042,1.5614179904838847,-1.3977780677199667,-0.06192545291837609,0
Galactic Odyssey,2008,57,0,Completed High School,male,Employed,Sci-Fi,2010,113,Winter,3673,2.1,"This movie was a waste of my time. The plot was predictable, and the characters were unlikeable.",17,8,27,0.5514353608006966,-0.6942141771225712,-0.44002535408123533,1.3185782745613455,0
Odyssey of Legends,2011,39,1,Post-Graduate,male,Employed,Action/Adventure,2011,117,Fall,7179,2.3,A lackluster effort that failed to engage or entertain.,9,11,28,-0.4337593284710191,-0.34719384364465483,0.7953981242180261,-0.2591402711297649,0
Eerie Echoes,2019,35,0,Post-Graduate,female,Employed,Horror,2018,112,Fall,9634,2.6,A movie that failed to deliver on its promises. Disappointing.,10,19,35,-0.6526914816425115,-0.7809692604920502,1.6604764582809715,-0.06192545291837609,0
Crimson Echoes,2014,63,0,Completed College,female,Employed,Drama,1995,139,Fall,955,3.7,Spellbinding and emotionally resonant.,4,14,12,0.8798335905579351,1.5614179904838847,-1.3977780677199667,-1.245214362186709,1
Joyful Journeys,2020,44,1,Post-Graduate,female,Employed,Kids,2005,111,Spring,9030,3.1,"Some moments were good, others not so much.",8,20,22,-0.16009413700665365,-0.8677243438615293,1.447642521916809,-0.45635508934115365,1
Fading Memories,2006,24,0,Post-Graduate,male,Employed,Drama,2001,133,Winter,1885,2.4,A film that lacked any semblance of coherence or quality.,10,6,18,-1.2547549028641154,1.0408874902670102,-1.070070185569849,-0.06192545291837609,0
The Last Crusade,2021,18,0,Post-Graduate,female,Employed,Action/Adventure,2015,106,Winter,4492,2.2,An uninspired and forgettable endeavor that isn't worth your time.,11,21,32,-1.5831531326213542,-1.3014997607089247,-0.1514309933490348,0.1352893652930127,0
Lost Treasures,2019,63,0,Post-Graduate,female,Employed,Action/Adventure,2009,144,Spring,4040,3.4,"It doesn't stand out, but it's not a total waste.",12,19,26,0.8798335905579351,1.99519340733128,-0.31070407155532864,0.3325041835044015,1
Stellar Explorers,2015,51,1,Post-Graduate,female,Employed,Sci-Fi,2013,98,Fall,8106,2.8,A movie that didn't quite make a lasting impression.,10,15,30,0.22303713104345801,-1.9955404276647573,1.1220488841676597,-0.06192545291837609,0
Whimsical Whispers,2020,52,2,Completed High School,male,Unemployed,Comedy,2020,113,Summer,6627,4.2,A cinematic treasure that leaves you with a warm feeling. It's a must-watch for all ages.,18,20,37,0.2777701693363311,-0.6942141771225712,0.6008876393289239,1.5157930927727343,1
Cursed Kingdom,2007,69,0,Completed College,male,Employed,Drama,2000,131,Summer,5101,2.4,A movie that left me uninterested and thoroughly unmoved.,9,7,17,1.2082318203151736,0.8673773235280522,0.06316481334926818,-0.2591402711297649,0
Mystic Shadows,2015,72,0,Completed College,male,Retired,Drama,2010,120,Summer,1455,2.8,A film that had its moments but didn't fully deliver.,11,15,27,1.3724309351937929,-0.08692859353621762,-1.2215910343059249,0.1352893652930127,0
The Adventurous Quest,2019,59,1,Completed College,female,Employed,Action/Adventure,2011,108,Summer,9822,3.4,"I wasn't thrilled, but I wasn't bored either.",10,19,28,0.6609014373864428,-1.1279895939699665,1.7267227828446512,-0.06192545291837609,1
Hilarity Unleashed,2015,18,0,Post-Graduate,female,Employed,Comedy,2019,121,Fall,7590,3.8,A remarkable achievement that touched my soul.,7,15,36,-1.5831531326213542,-1.7351016673855377e-4,0.9402238656843684,-0.6535699075525425,1
Rolling on the Floor,2015,37,1,Post-Graduate,female,Employed,Comedy,2015,129,Summer,410,4,Couldn't stop smiling!,4,15,32,-0.5432254050567653,0.693867156789094,-1.5898219341412725,-1.245214362186709,1
Chronicles of Destiny,2009,18,0,Completed High School,male,Student,Action/Adventure,2000,125,Fall,4695,3.2,A film that didn't leave a lasting impression.,9,9,17,-1.5831531326213542,0.3468468233111777,-0.0798990577829338,-0.2591402711297649,1
Requiem for a Dream,2015,68,0,Post-Graduate,male,Employed,Drama,2008,128,Winter,3517,2.9,"It had its moments, but overall, it was just okay.",10,15,25,1.1534987820223006,0.6071120734196149,-0.4949957085064164,-0.06192545291837609,0
Reflections of Reality,2010,31,0,Completed College,male,Retired,Other,2019,132,Summer,2599,2.7,"I wanted to like this movie, but it was a disappointment. The story felt rushed, and the characters lacked depth.",20,10,36,-0.8716236348140038,0.9541324068975312,-0.8184751018545973,1.9102227291955118,0
Soulbound,2007,18,0,Completed College,female,Employed,Drama,2010,131,Fall,1618,2.7,A film that left me bewildered and completely unfulfilled.,9,7,27,-1.5831531326213542,0.8673773235280522,-1.1641540614129473,-0.2591402711297649,0
Midnight Shadows,2016,41,0,Post-Graduate,female,Retired,Horror,1995,140,Summer,4464,2.8,"It's a middle-of-the-road film, nothing extraordinary.",10,16,12,-0.3242932518852729,1.6481730738533638,-0.16129746722022112,-0.06192545291837609,0
Fun Under the Sun,2013,36,0,Completed College,male,Employed,Comedy,2019,123,Summer,7699,3.8,Cinematic excellence shines.,3,13,36,-0.5979584433496384,0.17333665657221958,0.9786326389686296,-1.4424291803980978,1
Crazy Antics,2018,62,2,Completed College,female,Retired,Comedy,1992,131,Winter,6745,3.3,A watchable experience that neither impressed nor disappointed.,8,18,9,0.8251005522650621,0.8673773235280522,0.6424677792146377,-0.45635508934115365,1
Mystic Whispers,2021,37,0,Post-Graduate,female,Employed,Drama,2010,122,Summer,857,3.3,An average outing that didn't fully connect.,8,21,27,-0.5432254050567653,0.08658157320274051,-1.432310726269119,-0.45635508934115365,1
The Last Crusade,2006,80,0,Post-Graduate,female,Unemployed,Action/Adventure,2015,106,Winter,4492,2.4,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,6,32,1.8102952415367777,-1.3014997607089247,-0.1514309933490348,2.699082002041067,0
Rolling on the Floor,2020,54,2,Completed High School,female,Employed,Comedy,2015,129,Summer,410,2.9,"It's not a standout film, but it's not terrible either.",12,20,32,0.3872362459220773,0.693867156789094,-1.5898219341412725,0.3325041835044015,0
Eerie Echoes,2022,22,0,Completed High School,male,Unemployed,Horror,2018,112,Fall,9634,3.1,A movie that lacked the depth I was hoping for.,10,22,35,-1.3642209794498616,-0.7809692604920502,1.6604764582809715,-0.06192545291837609,1
Quest for Glory,2020,18,0,Completed College,female,Student,Action/Adventure,2009,140,Spring,8533,3.9,What a treat! This movie exceeded all my expectations. A true cinematic marvel.,13,20,26,-1.5831531326213542,1.6481730738533638,1.2725126107032514,0.5297190017157903,1
Shattered Illusions,2020,37,0,Post-Graduate,male,Unemployed,Drama,2013,98,Fall,8485,3.5,"A breathtaking masterpiece that left me speechless. The storytelling, visuals, and performances were exceptional.",14,20,30,-0.5432254050567653,-1.9955404276647573,1.2555986554955034,0.7269338199271791,1
Frozen in Time,2016,30,2,Post-Graduate,female,Employed,Drama,1984,141,Winter,2736,3.6,I couldn't get enough! The story was filled with twists and turns that kept me on the edge of my seat. A must-watch thriller!,26,16,1,-0.926356673106877,1.734928157222843,-0.7701998546991498,3.093511638463845,1
Odyssey of Hope,2014,37,3,Completed College,male,Employed,Action/Adventure,2019,111,Summer,9797,3.5,I was hooked from the first scene. The suspense and excitement never let up. A must-see thriller!,18,14,36,-0.5432254050567653,-0.8677243438615293,1.7179134311739492,1.5157930927727343,1
Whispers of Fate,2017,52,1,Post-Graduate,male,Employed,Drama,2009,102,Fall,8887,3.3,"Not great, but not terrible. It falls somewhere in between.",10,17,26,0.2777701693363311,-1.648520094186841,1.397253030360393,-0.06192545291837609,1
Empire of Shadows,2021,33,1,Completed High School,female,Employed,Action/Adventure,2017,108,Summer,9606,3.4,A lukewarm experience that neither wowed nor disappointed.,8,21,34,-0.7621575582282577,-1.1279895939699665,1.6506099844097852,-0.45635508934115365,1
Frozen in Time,2015,18,0,Post-Graduate,male,Student,Drama,1984,141,Winter,2736,3.8,Pure brilliance. It's a visual masterpiece that transports you to a magical world. The creativity behind this film is truly commendable.,22,15,1,-1.5831531326213542,1.734928157222843,-0.7701998546991498,2.3046523656182893,1
Innocence Lost,2015,77,0,Post-Graduate,female,Retired,Drama,2011,131,Summer,3260,4.1,A powerful cinematic gem.,4,15,28,1.6460961266581584,0.8673773235280522,-0.5855558436812339,-1.245214362186709,1
Guardians of Destiny,2020,80,0,Post-Graduate,female,Retired,Action/Adventure,2004,119,Winter,374,1.8,Boring and dull.,3,20,21,1.8102952415367777,-0.1736836769056967,-1.6025074005470834,-1.4424291803980978,0
Adventures of the Little Ones,2020,80,0,Completed College,male,Retired,Kids,1997,124,Summer,8607,3,"I wouldn't call it memorable, just a typical movie.",10,20,14,1.8102952415367777,0.26009173994169865,1.2985882916485296,-0.06192545291837609,1
Mystic Whispers,2019,61,0,Post-Graduate,male,Employed,Drama,2010,122,Summer,857,3.3,Neither remarkable nor forgettable - an average flick.,7,19,27,0.7703675139721889,0.08658157320274051,-1.432310726269119,-0.6535699075525425,1
Whispers of Fate,2019,39,1,Post-Graduate,male,Employed,Drama,2009,102,Fall,8887,3,It's hard to form a strong opinion about it.,10,19,26,-0.4337593284710191,-1.648520094186841,1.397253030360393,-0.06192545291837609,1
Beyond Boundaries,2012,45,1,Completed High School,female,Employed,Other,2018,114,Fall,8184,3.5,Astonishingly well done.,3,12,35,-0.10536109871378055,-0.607459093753092,1.1495340613802503,-1.4424291803980978,1
Wanderlust,2020,23,0,Post-Graduate,female,Student,Other,1998,112,Summer,3716,3,Neither good nor bad. Just average.,6,20,15,-1.3094879411569886,-0.7809692604920502,-0.42487326920762775,-0.8507847257639313,1
Chronicles of Courage,2017,63,0,Post-Graduate,female,Employed,Action/Adventure,1995,132,Summer,1983,2.9,A narrative that fell somewhere in the middle ground.,9,17,12,0.8798335905579351,0.9541324068975312,-1.0355375270206968,-0.2591402711297649,0
Cosmic Adventures,2010,18,0,Post-Graduate,male,Employed,Sci-Fi,2012,119,Fall,8655,3,"I wasn't blown away, but it was decent.",9,10,29,-1.5831531326213542,-0.1736836769056967,1.3155022468562776,-0.2591402711297649,1
The Uncharted Journey,2020,19,0,Completed College,male,Employed,Action/Adventure,2007,112,Fall,3948,1.2,A painful and frustrating viewing experience. Avoid.,7,20,24,-1.528420094328481,-0.7809692604920502,-0.34312248570351234,-0.6535699075525425,0
Raiders of the Unknown,2017,75,0,Completed High School,female,Retired,Action/Adventure,2018,121,Summer,6957,2.8,A film that didn't fully resonate with me.,9,17,35,1.5366300500724122,-1.7351016673855377e-4,0.7171710813821915,-0.2591402711297649,0
The Mysterious Expedition,2010,80,0,Post-Graduate,male,Retired,Action/Adventure,2016,145,Fall,5056,3.5,I can't stop thinking about this film. It's a work of art that deserves all the praise it's getting.,22,10,33,1.8102952415367777,2.0819484907007593,0.04730798034200442,2.3046523656182893,1
A Glimpse Through Time,2019,47,1,Completed College,female,Employed,Other,1989,111,Fall,8842,3,A film that didn't leave a lasting impression.,9,19,6,0.004104977871965638,-0.8677243438615293,1.3813961973531292,-0.2591402711297649,1
Quest for Imagination,2017,80,0,Post-Graduate,female,Employed,Kids,2005,122,Summer,3131,3.1,A movie that didn't leave a strong impression.,9,17,22,1.8102952415367777,0.08658157320274051,-0.6310120983020567,-0.2591402711297649,1
Laughing Waters,2012,25,0,Completed College,female,Employed,Comedy,2006,126,Spring,768,3,"It's a middle-of-the-road film, nothing extraordinary.",10,12,23,-1.2000218645712424,0.4336019066806568,-1.4636720182168184,-0.06192545291837609,1
Shattered Illusions,2021,64,0,Completed College,male,Employed,Drama,2013,98,Fall,8485,2.5,A forgettable experience that left me questioning its merit.,9,21,30,0.9345666288508082,-1.9955404276647573,1.2555986554955034,-0.2591402711297649,0
Legends of Winter,2002,39,1,Post-Graduate,male,Employed,Drama,2006,108,Fall,2617,3,"It was alright, but I've seen better.",8,2,23,-0.4337593284710191,-1.1279895939699665,-0.8121323686516917,-0.45635508934115365,1
The Mysterious Expedition,2006,18,0,Completed High School,male,Employed,Action/Adventure,2016,145,Fall,5056,3.3,An in-between film that didn't quite find its footing.,11,6,33,-1.5831531326213542,2.0819484907007593,0.04730798034200442,0.1352893652930127,1
In Search of Truth,2017,39,1,Post-Graduate,female,Employed,Other,2007,112,Summer,6040,3.4,A watchable experience that neither impressed nor disappointed.,8,17,24,-0.4337593284710191,-0.7809692604920502,0.39404406210083875,-0.45635508934115365,1
Joyful Journeys,2021,41,1,Post-Graduate,female,Employed,Kids,2005,111,Spring,9030,3.4,A film that hovered in mediocrity without standing out.,9,21,22,-0.3242932518852729,-0.8677243438615293,1.447642521916809,-0.2591402711297649,1
Unbreakable Bonds,2016,22,0,Post-Graduate,female,Unemployed,Romance,2015,121,Spring,6916,3.2,"It didn't wow me, but it didn't disappoint either.",11,16,32,-1.3642209794498616,-1.7351016673855377e-4,0.7027237446422401,0.1352893652930127,1
Quest for Imagination,2022,50,0,Post-Graduate,female,Employed,Kids,2005,122,Summer,3131,3.4,"It's an average film, nothing more, nothing less.",9,22,22,0.16830409275058492,0.08658157320274051,-0.6310120983020567,-0.2591402711297649,1
Sweet Serenade,2006,47,1,Completed High School,female,Employed,Romance,1996,118,Fall,3730,2.1,This film was a disaster from start to finish. I can't believe I wasted two hours of my life on this garbage.,23,6,13,0.004104977871965638,-0.26043876027517576,-0.4199400322720346,2.5018671838296784,0
Shadowed Past,2022,75,0,Completed High School,male,Retired,Drama,2017,103,Summer,4038,3.1,"It didn't wow me, but it didn't disappoint either.",11,22,34,1.5366300500724122,-1.561765010817362,-0.31140881968898476,0.1352893652930127,1
Crazy Antics,2016,68,0,Completed College,male,Employed,Comedy,1992,131,Winter,6745,3.1,An average effort that lacked a distinct spark.,8,16,9,1.1534987820223006,0.8673773235280522,0.6424677792146377,-0.45635508934115365,1
Realm of Illusions,2013,55,0,Completed College,male,Employed,Drama,2005,112,Summer,1520,3.2,"It's a film that falls in between. Not remarkable, not terrible.",12,13,22,0.4419692842149504,-0.7809692604920502,-1.1986867199620994,0.3325041835044015,1
Eerie Echoes,2021,59,0,Completed College,female,Employed,Horror,2018,112,Fall,9634,3.7,This movie is a triumph. It's an emotional rollercoaster that will leave you in awe of the human spirit.,20,21,35,0.6609014373864428,-0.7809692604920502,1.6604764582809715,1.9102227291955118,1
Laughter Therapy,2019,21,0,Post-Graduate,female,Employed,Comedy,1996,143,Summer,2829,3.7,A true masterpiece that will be cherished for years.,9,19,13,-1.4189540177427349,1.908438323961801,-0.737429066484138,-0.2591402711297649,1
Visions of Valor,2018,80,0,Post-Graduate,female,Retired,Action/Adventure,1987,120,Fall,2574,2.1,"I expected more, but this movie left me thoroughly unsatisfied.",10,18,4,1.8102952415367777,-0.08692859353621762,-0.8272844535252993,-0.06192545291837609,0
Fun Under the Sun,2018,18,0,Completed College,male,Student,Comedy,2019,123,Summer,7699,4.3,Utterly compelling and artistically captivating.,5,18,36,-1.5831531326213542,0.17333665657221958,0.9786326389686296,-1.04799954397532,1
The Enigmatic Drama,2014,42,1,Post-Graduate,female,Employed,Drama,2018,118,Summer,5690,4.2,A work of art that will resonate for generations.,9,14,35,-0.26956021359239984,-0.26043876027517576,0.2707131387110095,-0.2591402711297649,1
Shadowed Past,2015,18,0,Post-Graduate,male,Employed,Drama,2017,103,Summer,4038,3.4,A film that left me feeling indifferent.,7,15,34,-1.5831531326213542,-1.561765010817362,-0.31140881968898476,-0.6535699075525425,1
Secret of the Ancients,2013,35,1,Completed College,male,Employed,Action/Adventure,2020,115,Summer,9029,3.6,A heartfelt and beautifully crafted cinematic journey.,7,13,37,-0.6526914816425115,-0.520704010383613,1.447290147849981,-0.6535699075525425,1
Whispers of Fate,2019,80,0,Completed College,female,Employed,Drama,2009,102,Fall,8887,3,"I didn't love it, but I didn't hate it either.",12,19,26,1.8102952415367777,-1.648520094186841,1.397253030360393,0.3325041835044015,1
Lost in Time,2021,55,0,Completed College,male,Employed,Drama,2019,119,Summer,8311,2.7,"The worst film I've seen in years. It was painful to sit through, and I left the theater feeling angry and cheated.",23,21,36,0.4419692842149504,-0.1736836769056967,1.194285567867417,2.5018671838296784,0
The Uncharted Journey,2022,38,0,Completed College,female,Unemployed,Action/Adventure,2007,112,Fall,3948,2.5,"This film was a disappointment on every level. The pacing was off, and I couldn't connect with the characters.",20,22,24,-0.4884923667638922,-0.7809692604920502,-0.34312248570351234,1.9102227291955118,0
Echoes of Eternity,2006,60,0,Completed College,female,Employed,Drama,1998,126,Summer,7245,4.1,A remarkable testament to the power of storytelling.,8,6,15,0.7156344756793158,0.4336019066806568,0.8186548126286796,-0.45635508934115365,1
Enchanted Playtime,2022,32,1,Post-Graduate,female,Employed,Kids,2004,131,Spring,1041,3.3,A film that had its moments but didn't fully resonate.,11,22,21,-0.8168905965211307,0.8673773235280522,-1.3674738979727517,0.1352893652930127,1
Eternal Sunshine,2008,57,0,Completed College,male,Employed,Drama,2017,142,Summer,4603,4.1,"An absolute masterpiece! The performances, the music, and the visuals are all top-notch.",14,8,34,0.5514353608006966,1.821683240592322,-0.11231747193111749,0.7269338199271791,1
Realm of Illusions,2019,42,1,Post-Graduate,female,Employed,Drama,2005,112,Summer,1520,2.8,A film that had its moments but didn't fully deliver.,11,19,22,-0.26956021359239984,-0.7809692604920502,-1.1986867199620994,0.1352893652930127,0
Cursed Kingdom,2014,20,0,Completed College,female,Student,Drama,2000,131,Summer,5101,3.5,I was blown away by this film. It's a cinematic masterpiece that will stand the test of time.,19,14,17,-1.473687056035608,0.8673773235280522,0.06316481334926818,1.713007910984123,1
Hilarity Unleashed,2016,75,0,Completed College,female,Retired,Comedy,2019,121,Fall,7590,3.4,A watchable effort with room for improvement.,7,16,36,1.5366300500724122,-1.7351016673855377e-4,0.9402238656843684,-0.6535699075525425,1
Legends of Winter,2020,43,0,Completed College,male,Employed,Drama,2006,108,Fall,2617,3.2,An adequate watch with its share of strengths and weaknesses.,10,20,23,-0.21482717529952675,-1.1279895939699665,-0.8121323686516917,-0.06192545291837609,1
Quest for the Crystal,2022,41,0,Post-Graduate,male,Employed,Action/Adventure,1996,109,Summer,3611,3.1,A film that fell short of my expectations.,8,22,13,-0.3242932518852729,-1.0412345106004874,-0.4618725462245765,-0.45635508934115365,1
Whimsical Whispers,2018,20,0,Post-Graduate,female,Employed,Comedy,2020,113,Summer,6627,3.3,A narrative that fell somewhere in the middle ground.,9,18,37,-1.473687056035608,-0.6942141771225712,0.6008876393289239,-0.2591402711297649,1
Eerie Echoes,2015,76,0,Post-Graduate,female,Retired,Horror,2018,112,Fall,9634,2.4,"I can't believe I paid to see this garbage. The story was nonsensical, and I couldn't connect with any of the characters.",24,15,35,1.5913630883652854,-0.7809692604920502,1.6604764582809715,2.699082002041067,0
Empire of Shadows,2022,24,0,Post-Graduate,male,Student,Action/Adventure,2017,108,Summer,9606,4.5,This film is a triumph of storytelling. It's a moving and powerful experience that stays with you.,18,22,34,-1.2547549028641154,-1.1279895939699665,1.6506099844097852,1.5157930927727343,1
Legends Unleashed,2014,53,1,Post-Graduate,female,Employed,Action/Adventure,2009,127,Summer,4095,2.7,"Complete letdown, don't bother.",5,14,26,0.3325032076292042,0.5203569900501359,-0.291323497879784,-1.04799954397532,0
Chronicles of Destiny,2021,65,0,Post-Graduate,female,Employed,Action/Adventure,2000,125,Fall,4695,2.7,"A complete trainwreck of a movie. The acting was wooden, and the plot was a jumbled mess.",17,21,17,0.9892996671436813,0.3468468233111777,-0.0798990577829338,1.3185782745613455,0
Heartstrings,2008,78,0,Post-Graduate,male,Retired,Romance,1991,123,Summer,5066,3,"It's an average movie, nothing to rave about.",9,8,8,1.7008291649510314,0.17333665657221958,0.05083172101028525,-0.2591402711297649,1
Edge of Eternity,2022,67,0,Post-Graduate,female,Employed,Drama,2018,104,Winter,4137,3.5,A cinematic triumph that left me in awe.,8,22,35,1.0987657437294276,-1.4750099274478827,-0.2765237870730045,-0.45635508934115365,1
Frozen in Time,2016,69,0,Completed High School,female,Employed,Drama,1984,141,Winter,2736,3.3,Neither good nor bad. Just average. I wouldn't call it a masterpiece.,13,16,1,1.2082318203151736,1.734928157222843,-0.7701998546991498,0.5297190017157903,1
Enchanted Hearts,2020,52,2,Completed High School,female,Employed,Romance,2019,137,Summer,9467,3.9,"An absolute masterpiece! The performances, the music, and the visuals are all top-notch.",14,20,36,0.2777701693363311,1.3879078237449267,1.6016299891206816,0.7269338199271791,1
Sweet Serenade,2016,40,2,Completed High School,female,Employed,Romance,1996,118,Fall,3730,2.8,A film that hovered in mediocrity without standing out.,9,16,13,-0.379026290178146,-0.26043876027517576,-0.4199400322720346,-0.2591402711297649,0
Soulbound,2006,23,0,Post-Graduate,male,Student,Drama,2010,131,Fall,1618,3.1,A movie that left me with mixed thoughts.,8,6,27,-1.3094879411569886,0.8673773235280522,-1.1641540614129473,-0.45635508934115365,1
Eternal Sunshine,2013,48,0,Completed High School,female,Employed,Drama,2017,142,Summer,4603,3.8,Mesmerizing and thought-provoking. A true masterpiece.,7,13,34,0.05883801616483873,1.821683240592322,-0.11231747193111749,-0.6535699075525425,1
Tales of Tiny Explorers,2018,56,0,Post-Graduate,male,Employed,Kids,2002,118,Fall,4368,2.5,"I couldn't wait for this movie to end. It was painful to watch, and I couldn't care less about the characters.",23,18,19,0.4967023225078235,-0.26043876027517576,-0.19512537763571716,2.5018671838296784,0
Guardians of the Ancients,2017,24,0,Completed High School,female,Employed,Action/Adventure,2014,116,Summer,3224,2.4,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,17,31,-1.2547549028641154,-0.4339489270141339,-0.598241310087045,2.699082002041067,0
Whispers of Fate,2014,61,0,Completed College,male,Employed,Drama,2009,102,Fall,8887,3.8,An unforgettable experience.,3,14,26,0.7703675139721889,-1.648520094186841,1.397253030360393,-1.4424291803980978,1
Magic of Childhood,2017,35,0,Post-Graduate,female,Employed,Kids,2014,126,Winter,1036,2.4,"A truly awful movie. The special effects were laughable, and the dialogue was cringe-worthy. Avoid at all costs.",19,17,31,-0.6526914816425115,0.4336019066806568,-1.369235768306892,1.713007910984123,0
Dark Descent,2019,53,0,Post-Graduate,male,Employed,Horror,2015,111,Spring,2185,2.7,A film that missed the mark on every level. Avoid.,10,19,32,0.3325032076292042,-0.8677243438615293,-0.9643579655214238,-0.06192545291837609,0
Odyssey of Hope,2016,45,0,Post-Graduate,male,Employed,Action/Adventure,2019,111,Summer,9797,2.8,"A movie that falls in the middle, not outstanding.",9,16,36,-0.10536109871378055,-0.8677243438615293,1.7179134311739492,-0.2591402711297649,0
Joyful Journeys,2013,38,1,Completed High School,female,Employed,Kids,2005,111,Spring,9030,2.8,A film that fell short of my expectations.,8,13,22,-0.4884923667638922,-0.8677243438615293,1.447642521916809,-0.45635508934115365,0
Beyond the Stars,2012,18,0,Post-Graduate,male,Employed,Sci-Fi,1997,133,Summer,3305,3,"A decent movie, but it didn't quite meet my expectations.",11,12,14,-1.5831531326213542,1.0408874902670102,-0.5696990106739701,0.1352893652930127,1
Enchanted Playtime,2011,46,0,Completed High School,female,Employed,Kids,2004,131,Spring,1041,2.2,"Complete letdown, don't bother.",5,11,21,-0.05062806042090746,0.8673773235280522,-1.3674738979727517,-1.04799954397532,0
Futuristic Frontiers,2019,23,1,Completed High School,male,Student,Sci-Fi,1988,120,Winter,2755,2.5,I don't know how this movie got made. It was a complete disaster from start to finish.,18,19,5,-1.3094879411569886,-0.08692859353621762,-0.7635047474294162,1.5157930927727343,0
Beyond Boundaries,2009,29,0,Post-Graduate,female,Employed,Other,2018,114,Fall,8184,3.2,A decent attempt that fell short of my expectations.,9,9,35,-0.98108971139975,-0.607459093753092,1.1495340613802503,-0.2591402711297649,1
Fun Under the Sun,2019,62,0,Post-Graduate,female,Employed,Comedy,2019,123,Summer,7699,3.4,"I didn't love it, but I didn't hate it either.",12,19,36,0.8251005522650621,0.17333665657221958,0.9786326389686296,0.3325041835044015,1
Raiders of the Unknown,2014,80,0,Completed College,male,Unemployed,Action/Adventure,2018,121,Summer,6957,2.9,A passable cinematic endeavor that didn't stand out.,9,14,35,1.8102952415367777,-1.7351016673855377e-4,0.7171710813821915,-0.2591402711297649,0
Beneath the Surface,2021,62,0,Post-Graduate,male,Student,Drama,2011,105,Fall,9202,4.3,A cinematic marvel that resonates deeply.,6,21,28,0.8251005522650621,-1.3882548440784037,1.5082508614112393,-0.8507847257639313,1
Mystic Shadows,2004,34,1,Post-Graduate,female,Employed,Drama,2010,120,Summer,1455,3.5,Emotional rollercoaster ride.,3,4,27,-0.7074245199353846,-0.08692859353621762,-1.2215910343059249,-1.4424291803980978,1
Chronicles of Courage,2021,50,1,Post-Graduate,female,Employed,Action/Adventure,1995,132,Summer,1983,2.5,An utterly forgettable and regrettable cinematic disaster.,7,21,12,0.16830409275058492,0.9541324068975312,-1.0355375270206968,-0.6535699075525425,0
Chronicles of Courage,2021,51,1,Completed College,female,Employed,Action/Adventure,1995,132,Summer,1983,2.8,A narrative that fell somewhere in the middle ground.,9,21,12,0.22303713104345801,0.9541324068975312,-1.0355375270206968,-0.2591402711297649,0
Joyful Journeys,2015,51,0,Post-Graduate,male,Employed,Kids,2005,111,Spring,9030,3.2,A middle-of-the-road movie that didn't leave a strong impression.,13,15,22,0.22303713104345801,-0.8677243438615293,1.447642521916809,0.5297190017157903,1
Legends Reborn,2013,44,1,Post-Graduate,female,Student,Action/Adventure,2008,116,Fall,5896,2.4,"I wanted to like this movie, but it was a letdown. The dialogue was cringe-worthy, and the story felt rushed.",21,13,25,-0.16009413700665365,-0.4339489270141339,0.3433021964775947,2.1074375474069007,0
Chronicles of Courage,2007,22,0,Completed College,female,Student,Action/Adventure,1995,132,Summer,1983,2.8,An average outing that didn't evoke strong reactions.,9,7,12,-1.3642209794498616,0.9541324068975312,-1.0355375270206968,-0.2591402711297649,0
The Hilarious Movie,2012,56,0,Post-Graduate,female,Employed,Comedy,2014,126,Winter,1399,2.7,A lackluster attempt that fell short in every way.,9,12,31,0.4967023225078235,0.4336019066806568,-1.2413239820482977,-0.2591402711297649,0
Beyond the Horizon,2021,33,1,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,2.7,"This movie was a disaster. The dialogue was cringe-worthy, and the plot was nonsensical.",15,21,27,-0.7621575582282577,-1.2147446773394455,0.668895834226744,0.9241486381385678,0
Empire of Shadows,2020,21,0,Post-Graduate,male,Student,Action/Adventure,2017,108,Summer,9606,4,A true gem that resonates deeply with the soul.,9,20,34,-1.4189540177427349,-1.1279895939699665,1.6506099844097852,-0.2591402711297649,1
Raiders of the Unknown,2018,51,1,Post-Graduate,male,Employed,Action/Adventure,2018,121,Summer,6957,3.2,It's neither remarkable nor terrible.,6,18,35,0.22303713104345801,-1.7351016673855377e-4,0.7171710813821915,-0.8507847257639313,1
Magic of Childhood,2010,42,0,Post-Graduate,male,Employed,Kids,2014,126,Winter,1036,2.4,"Terrible acting, wasted my time.",5,10,31,-0.26956021359239984,0.4336019066806568,-1.369235768306892,-1.04799954397532,0
Under the Rainbow,2021,37,0,Post-Graduate,male,Employed,Kids,1996,122,Summer,530,2.3,A movie that failed to impress on any level. Avoid.,10,21,13,-0.5432254050567653,0.08658157320274051,-1.5475370461219025,-0.06192545291837609,0
The Last Crusade,2014,21,1,Post-Graduate,female,Student,Action/Adventure,2015,106,Winter,4492,2.9,"I didn't love it, but I didn't hate it either. It didn't exceed my expectations.",18,14,32,-1.4189540177427349,-1.3014997607089247,-0.1514309933490348,1.5157930927727343,0
Soulbound,2011,36,0,Completed High School,female,Employed,Drama,2010,131,Fall,1618,2.5,"I expected so much more from this film, but it was a letdown. Boring and uninspired, it left me feeling disappointed.",21,11,27,-0.5979584433496384,0.8673773235280522,-1.1641540614129473,2.1074375474069007,0
Hilarity Unleashed,2014,64,0,Completed High School,male,Employed,Comedy,2019,121,Fall,7590,3.7,Stellar performances and an unforgettable storyline.,6,14,36,0.9345666288508082,-1.7351016673855377e-4,0.9402238656843684,-0.8507847257639313,1
Mystic Whispers,2018,63,1,Completed High School,female,Employed,Drama,2010,122,Summer,857,3.6,Brilliant from start to end.,5,18,27,0.8798335905579351,0.08658157320274051,-1.432310726269119,-1.04799954397532,1
Visions of Valor,2009,30,0,Post-Graduate,male,Employed,Action/Adventure,1987,120,Fall,2574,2,A movie that failed to capture my attention or interest.,10,9,4,-0.926356673106877,-0.08692859353621762,-0.8272844535252993,-0.06192545291837609,0
Stolen Memories,2016,24,0,Completed College,male,Unemployed,Drama,2003,109,Summer,3004,2.2,A film that left me bewildered and completely unfulfilled.,9,16,20,-1.2547549028641154,-1.0412345106004874,-0.6757636047892234,-0.2591402711297649,0
Whispers of Fate,2017,18,0,Completed College,female,Student,Drama,2009,102,Fall,8887,3.5,A work of pure genius.,5,17,26,-1.5831531326213542,-1.648520094186841,1.397253030360393,-1.04799954397532,1
Eternal Echoes,2015,47,1,Post-Graduate,female,Employed,Drama,1992,136,Summer,7130,3.3,"Some moments were enjoyable, others were forgettable.",7,15,9,0.004104977871965638,1.3011527403754475,0.77813179494345,-0.6535699075525425,1
Legends Reborn,2013,69,0,Post-Graduate,male,Employed,Action/Adventure,2008,116,Fall,5896,2.4,Unwatchable mess.,2,13,25,1.2082318203151736,-0.4339489270141339,0.3433021964775947,-1.6396439986094864,0
Reflections of Reality,2021,22,0,Completed High School,male,Student,Other,2019,132,Summer,2599,3.8,A breathtaking masterpiece that speaks to the heart.,8,21,36,-1.3642209794498616,0.9541324068975312,-0.8184751018545973,-0.45635508934115365,1
Lost Treasures,2018,74,0,Post-Graduate,female,Retired,Action/Adventure,2009,144,Spring,4040,2.8,An okay narrative that lacked a distinct identity.,8,18,26,1.4818970117795391,1.99519340733128,-0.31070407155532864,-0.45635508934115365,0
Echoes of Valor,2017,68,0,Completed College,male,Employed,Action/Adventure,2020,114,Winter,5527,1.7,A movie that failed to deliver on its promises. Disappointing.,10,17,37,1.1534987820223006,-0.607459093753092,0.21327616581803183,-0.06192545291837609,0
Whispers of Hope,2016,51,2,Completed College,male,Employed,Drama,2018,120,Summer,389,2.9,"I wouldn't rush to see it again, but it was okay.",12,16,35,0.22303713104345801,-0.08692859353621762,-1.597221789544662,0.3325041835044015,0
Magic of Childhood,2018,46,0,Post-Graduate,female,Employed,Kids,2014,126,Winter,1036,2,A misfire that lacked direction and substance. Avoid.,8,18,31,-0.05062806042090746,0.4336019066806568,-1.369235768306892,-0.45635508934115365,0
Fun Under the Sun,2001,67,0,Post-Graduate,male,Retired,Comedy,2019,123,Summer,7699,4.2,A visual and emotional feast for the senses.,8,1,36,1.0987657437294276,0.17333665657221958,0.9786326389686296,-0.45635508934115365,1
Enchanted Hearts,2012,34,1,Completed High School,female,Employed,Romance,2019,137,Summer,9467,4,A heartwarming tale that warmed my soul.,7,12,36,-0.7074245199353846,1.3879078237449267,1.6016299891206816,-0.6535699075525425,1
Shattered Illusions,2021,35,1,Completed High School,female,Employed,Drama,2013,98,Fall,8485,4.2,Deserves all the praise.,4,21,30,-0.6526914816425115,-1.9955404276647573,1.2555986554955034,-1.245214362186709,1
Enchanted Darkness,2021,41,0,Post-Graduate,female,Employed,Horror,2009,139,Summer,7361,3.6,An enchanting escape into a world of wonder.,8,21,26,-0.3242932518852729,1.5614179904838847,0.8595302043807374,-0.45635508934115365,1
Innocence Lost,2013,40,1,Completed College,female,Employed,Drama,2011,131,Summer,3260,3.8,Epic storytelling at its best.,5,13,28,-0.379026290178146,0.8673773235280522,-0.5855558436812339,-1.04799954397532,1
Galactic Odyssey,2021,49,1,Post-Graduate,female,Employed,Sci-Fi,2010,113,Winter,3673,3,A movie that didn't quite make a lasting impression.,10,21,27,0.11357105445771182,-0.6942141771225712,-0.44002535408123533,-0.06192545291837609,1
Whispers of Hope,2001,64,0,Post-Graduate,female,Employed,Drama,2018,120,Summer,389,2.5,A film that failed to capture my attention or imagination.,10,1,35,0.9345666288508082,-0.08692859353621762,-1.597221789544662,-0.06192545291837609,0
The Adventurous Quest,2012,47,0,Completed College,male,Employed,Action/Adventure,2011,108,Summer,9822,3.3,"I didn't love it, but I didn't hate it either.",12,12,28,0.004104977871965638,-1.1279895939699665,1.7267227828446512,0.3325041835044015,1
Stolen Memories,2018,18,0,Completed High School,male,Student,Drama,2003,109,Summer,3004,3.6,A mesmerizing tapestry of emotions and visuals.,7,18,20,-1.5831531326213542,-1.0412345106004874,-0.6757636047892234,-0.6535699075525425,1
Midnight Shadows,2020,62,0,Completed College,female,Employed,Horror,1995,140,Summer,4464,3,"It didn't live up to the hype, but it wasn't a total disappointment.",15,20,12,0.8251005522650621,1.6481730738533638,-0.16129746722022112,0.9241486381385678,1
Odyssey of Legends,2006,80,0,Post-Graduate,male,Employed,Action/Adventure,2011,117,Fall,7179,2.8,A film that didn't leave a lasting impression.,9,6,28,1.8102952415367777,-0.34719384364465483,0.7953981242180261,-0.2591402711297649,0
Sweet Serenade,2020,18,1,Completed College,male,Employed,Romance,1996,118,Fall,3730,3.2,An adequate effort that didn't quite shine.,8,20,13,-1.5831531326213542,-0.26043876027517576,-0.4199400322720346,-0.45635508934115365,1
Lost Horizon,2021,74,0,Post-Graduate,female,Retired,Drama,2018,111,Spring,2643,3.4,A film with potential that didn't quite soar.,9,21,35,1.4818970117795391,-0.8677243438615293,-0.8029706429141615,-0.2591402711297649,1
Cosmic Adventures,2016,55,1,Post-Graduate,female,Employed,Sci-Fi,2012,119,Fall,8655,3,"It didn't exceed my expectations, but it wasn't bad.",11,16,29,0.4419692842149504,-0.1736836769056967,1.3155022468562776,0.1352893652930127,1
Stolen Memories,2014,59,0,Post-Graduate,female,Employed,Drama,2003,109,Summer,3004,2.5,I don't know what the filmmakers were thinking. This movie was a disaster from start to finish.,18,14,20,0.6609014373864428,-1.0412345106004874,-0.6757636047892234,1.5157930927727343,0
Unseen Horizons,2018,34,0,Completed College,male,Employed,Drama,2010,127,Summer,7985,4.1,A breathtaking masterpiece that speaks to the heart.,8,18,27,-0.7074245199353846,0.5203569900501359,1.0794116220814616,-0.45635508934115365,1
Midnight Shadows,2021,64,0,Post-Graduate,female,Employed,Horror,1995,140,Summer,4464,3.5,A heartwarming tale that warmed my soul.,7,21,12,0.9345666288508082,1.6481730738533638,-0.16129746722022112,-0.6535699075525425,1
Under the Rainbow,2005,61,0,Completed College,male,Retired,Kids,1996,122,Summer,530,2.1,"I can't believe I paid to see this garbage. The story was nonsensical, and I couldn't connect with any of the characters.",24,5,13,0.7703675139721889,0.08658157320274051,-1.5475370461219025,2.699082002041067,0
Echoes of Valor,2022,45,1,Completed High School,female,Employed,Action/Adventure,2020,114,Winter,5527,3.2,An okay narrative that lacked a distinct identity.,8,22,37,-0.10536109871378055,-0.607459093753092,0.21327616581803183,-0.45635508934115365,1
Lost Treasures,2015,66,0,Completed High School,male,Employed,Action/Adventure,2009,144,Spring,4040,2.9,"It's an average movie, nothing to rave about.",9,15,26,1.0440327054365544,1.99519340733128,-0.31070407155532864,-0.2591402711297649,0
Galactic Odyssey,2021,59,0,Post-Graduate,female,Retired,Sci-Fi,2010,113,Winter,3673,2.2,I don't know what the filmmakers were thinking. This movie was a disaster from start to finish.,18,21,27,0.6609014373864428,-0.6942141771225712,-0.44002535408123533,1.5157930927727343,0
Beyond the Stars,2016,44,1,Post-Graduate,female,Employed,Sci-Fi,1997,133,Summer,3305,2.4,"I expected so much more from this film, but it fell flat. Boring and uninspired, it left me with a sense of wasted potential.",24,16,14,-0.16009413700665365,1.0408874902670102,-0.5696990106739701,2.699082002041067,0
Chronicles of Courage,2021,73,0,Post-Graduate,female,Employed,Action/Adventure,1995,132,Summer,1983,3,A watchable effort that didn't quite stand out.,9,21,12,1.4271639734866661,0.9541324068975312,-1.0355375270206968,-0.2591402711297649,1
Laughing Waters,2011,56,0,Completed College,female,Employed,Comedy,2006,126,Spring,768,3.2,A middle-of-the-road outing that left me with mixed feelings.,12,11,23,0.4967023225078235,0.4336019066806568,-1.4636720182168184,0.3325041835044015,1
Legends of Winter,2019,41,1,Completed College,female,Employed,Drama,2006,108,Fall,2617,3.1,A film that neither impressed nor disappointed me.,8,19,23,-0.3242932518852729,-1.1279895939699665,-0.8121323686516917,-0.45635508934115365,1
Laughing Waters,2017,18,0,Post-Graduate,male,Employed,Comedy,2006,126,Spring,768,2.6,"I couldn't wait for this movie to end. It was painful to watch, and I couldn't care less about the characters.",23,17,23,-1.5831531326213542,0.4336019066806568,-1.4636720182168184,2.5018671838296784,0
Under the Rainbow,2021,57,0,Completed College,male,Employed,Kids,1996,122,Summer,530,2.2,A lackluster attempt that left me bored and uninspired.,9,21,13,0.5514353608006966,0.08658157320274051,-1.5475370461219025,-0.2591402711297649,0
Forgotten Realms,2017,19,0,Completed College,female,Employed,Drama,2013,129,Summer,3337,3.6,Emotional rollercoaster ride.,3,17,30,-1.528420094328481,0.693867156789094,-0.5584230405354714,-1.4424291803980978,1
Heartstrings,2017,22,0,Completed College,female,Student,Romance,1991,123,Summer,5066,3.1,"It's not remarkable, but it's not terrible either.",10,17,8,-1.3642209794498616,0.17333665657221958,0.05083172101028525,-0.06192545291837609,1
Legends Unleashed,2021,28,1,Post-Graduate,female,Employed,Action/Adventure,2009,127,Summer,4095,2.4,A film that left me bewildered and completely unimpressed.,9,21,26,-1.0358227496926231,0.5203569900501359,-0.291323497879784,-0.2591402711297649,0
Amour Forever,2012,18,0,Completed College,female,Employed,Romance,2004,134,Fall,6251,3.6,A work of art that transcends the ordinary.,8,12,21,-1.5831531326213542,1.1276425736364895,0.46839499020156444,-0.45635508934115365,1
Futuristic Frontiers,2022,44,1,Post-Graduate,female,Employed,Sci-Fi,1988,120,Winter,2755,3.2,A film that didn't leave a lasting impression.,9,22,5,-0.16009413700665365,-0.08692859353621762,-0.7635047474294162,-0.2591402711297649,1
Legends Reborn,2021,27,0,Completed College,female,Employed,Action/Adventure,2008,116,Fall,5896,2.8,A film that left me feeling indifferent.,7,21,25,-1.0905557879854961,-0.4339489270141339,0.3433021964775947,-0.6535699075525425,0
Rising Stars,2021,21,0,Post-Graduate,female,Employed,Drama,2000,112,Summer,2889,2.9,An average effort that lacked a distinct spark.,8,21,17,-1.4189540177427349,-0.7809692604920502,-0.716286622474453,-0.45635508934115365,0
Mystic Whispers,2016,36,0,Post-Graduate,male,Employed,Drama,2010,122,Summer,857,2.3,"This movie was a complete disaster. The plot was confusing, the acting was terrible, and I regret wasting my time on it.",22,16,27,-0.5979584433496384,0.08658157320274051,-1.432310726269119,2.3046523656182893,0
Cursed Kingdom,2016,56,0,Completed High School,female,Employed,Drama,2000,131,Summer,5101,3.6,I was blown away by this film. It's a cinematic masterpiece that will stand the test of time.,19,16,17,0.4967023225078235,0.8673773235280522,0.06316481334926818,1.713007910984123,1
Guardians of the Ancients,2022,47,1,Completed College,male,Employed,Action/Adventure,2014,116,Summer,3224,3.3,"I expected more, but it was just okay.",8,22,31,0.004104977871965638,-0.4339489270141339,-0.598241310087045,-0.45635508934115365,1
Quest for the Crystal,2021,57,1,Completed College,male,Employed,Action/Adventure,1996,109,Summer,3611,3.2,I found it to be just average. Nothing special.,9,21,13,0.5514353608006966,-1.0412345106004874,-0.4618725462245765,-0.2591402711297649,1
Frozen in Time,2016,31,3,Post-Graduate,female,Employed,Drama,1984,141,Winter,2736,3.3,A middle-of-the-road movie. It didn't stand out in any way.,14,16,1,-0.8716236348140038,1.734928157222843,-0.7701998546991498,0.7269338199271791,1
Beyond the Stars,2012,52,0,Completed College,male,Employed,Sci-Fi,1997,133,Summer,3305,2.4,A disaster from start to finish. Save yourself the agony.,10,12,14,0.2777701693363311,1.0408874902670102,-0.5696990106739701,-0.06192545291837609,0
Empire of Shadows,2014,76,0,Post-Graduate,male,Unemployed,Action/Adventure,2017,108,Summer,9606,4.2,An emotional journey that left me both moved and inspired.,10,14,34,1.5913630883652854,-1.1279895939699665,1.6506099844097852,-0.06192545291837609,1
Rolling on the Floor,2012,24,0,Post-Graduate,male,Employed,Comedy,2015,129,Summer,410,3.9,Captivating and emotionally charged from start to finish.,8,12,32,-1.2547549028641154,0.693867156789094,-1.5898219341412725,-0.45635508934115365,1
Guardians of Destiny,2021,44,1,Completed College,male,Employed,Action/Adventure,2004,119,Winter,374,2.8,A film that was neither remarkable nor forgettable.,8,21,21,-0.16009413700665365,-0.1736836769056967,-1.6025074005470834,-0.45635508934115365,0
The Last Crusade,2016,64,0,Post-Graduate,male,Employed,Action/Adventure,2015,106,Winter,4492,2.3,"I found this movie to be utterly disappointing, with a plot that made no sense, and characters I couldn't care less about. Avoid it.",25,16,32,0.9345666288508082,-1.3014997607089247,-0.1514309933490348,2.8962968202524557,0
Shattered Illusions,2013,50,1,Post-Graduate,male,Employed,Drama,2013,98,Fall,8485,2.9,A film that didn't fully engage me but had its moments.,12,13,30,0.16830409275058492,-1.9955404276647573,1.2555986554955034,0.3325041835044015,0
Epic Discovery,2018,76,1,Completed College,male,Retired,Action/Adventure,1994,130,Fall,7677,3.7,A heartfelt and inspiring journey worth taking.,7,18,11,1.5913630883652854,0.7806222401585731,0.9708804094984118,-0.6535699075525425,1
The Uncharted Journey,2003,72,0,Post-Graduate,male,Retired,Action/Adventure,2007,112,Fall,3948,2.4,A waste of time and money. I can't recommend it.,11,3,24,1.3724309351937929,-0.7809692604920502,-0.34312248570351234,0.1352893652930127,0
Whispers in the Dark,2022,33,0,Completed High School,male,Employed,Horror,2020,130,Spring,2052,2,"I can't believe I sat through this garbage. The writing was terrible, and the acting was worse.",18,22,37,-0.7621575582282577,0.7806222401585731,-1.011223716409559,1.5157930927727343,0
Enchanted Playtime,2016,56,0,Completed High School,female,Employed,Kids,2004,131,Spring,1041,1,A film that was as dull as it was disappointing.,10,16,21,0.4967023225078235,0.8673773235280522,-1.3674738979727517,-0.06192545291837609,0
In Search of Truth,2018,26,1,Post-Graduate,female,Employed,Other,2007,112,Summer,6040,3.5,Outstanding performances throughout.,3,18,24,-1.1452888262783694,-0.7809692604920502,0.39404406210083875,-1.4424291803980978,1
Guardians of the Ancients,2018,37,1,Post-Graduate,female,Employed,Action/Adventure,2014,116,Summer,3224,3.1,A passable cinematic endeavor that didn't stand out.,9,18,31,-0.5432254050567653,-0.4339489270141339,-0.598241310087045,-0.2591402711297649,1
Requiem for a Dream,2019,65,0,Completed College,female,Employed,Drama,2008,128,Winter,3517,2.3,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,19,25,0.9892996671436813,0.6071120734196149,-0.4949957085064164,1.3185782745613455,0
Odyssey of Legends,2001,44,0,Completed College,female,Employed,Action/Adventure,2011,117,Fall,7179,2.6,An agonizing viewing experience that I won't soon forget.,10,1,28,-0.16009413700665365,-0.34719384364465483,0.7953981242180261,-0.06192545291837609,0
Under the Rainbow,2013,53,1,Post-Graduate,male,Employed,Kids,1996,122,Summer,530,2.8,An average outing that didn't fully connect.,8,13,13,0.3325032076292042,0.08658157320274051,-1.5475370461219025,-0.45635508934115365,0
Whispers of Hope,2012,62,0,Post-Graduate,female,Employed,Drama,2018,120,Summer,389,3,A middle-of-the-road movie. It didn't stand out in any way.,14,12,35,0.8251005522650621,-0.08692859353621762,-1.597221789544662,0.7269338199271791,1
Unbreakable Bonds,2008,23,1,Completed High School,female,Unemployed,Romance,2015,121,Spring,6916,3.4,An adequate effort that didn't quite shine.,8,8,32,-1.3094879411569886,-1.7351016673855377e-4,0.7027237446422401,-0.45635508934115365,1
Beyond Boundaries,2014,33,3,Completed High School,male,Employed,Other,2018,114,Fall,8184,3.3,A neutral effort that didn't quite hit the mark.,10,14,35,-0.7621575582282577,-0.607459093753092,1.1495340613802503,-0.06192545291837609,1
Adventures of the Little Ones,2014,61,1,Completed College,male,Employed,Kids,1997,124,Summer,8607,4.1,A stunning testament to the power of cinema.,8,14,14,0.7703675139721889,0.26009173994169865,1.2985882916485296,-0.45635508934115365,1
Midnight Shadows,2006,43,1,Post-Graduate,female,Employed,Horror,1995,140,Summer,4464,3.2,A passable movie that didn't leave a strong impression.,10,6,12,-0.21482717529952675,1.6481730738533638,-0.16129746722022112,-0.06192545291837609,1
Secret of the Ancients,2021,33,0,Completed College,female,Employed,Action/Adventure,2020,115,Summer,9029,3.2,"It's an average film, nothing more, nothing less.",9,21,37,-0.7621575582282577,-0.520704010383613,1.447290147849981,-0.2591402711297649,1
Dark Descent,2006,44,0,Completed College,female,Unemployed,Horror,2015,111,Spring,2185,1.9,"I expected more, but this movie left me thoroughly disappointed.",10,6,32,-0.16009413700665365,-0.8677243438615293,-0.9643579655214238,-0.06192545291837609,0
Echoes of Valor,2006,18,0,Post-Graduate,female,Employed,Action/Adventure,2020,114,Winter,5527,2.9,"Some moments were good, others not so much.",8,6,37,-1.5831531326213542,-0.607459093753092,0.21327616581803183,-0.45635508934115365,0
Beyond the Horizon,2022,23,0,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,2.9,A film that didn't fully connect with me.,9,22,27,-1.3094879411569886,-1.2147446773394455,0.668895834226744,-0.2591402711297649,0
A Glimpse Through Time,2010,48,1,Completed College,female,Employed,Other,1989,111,Fall,8842,2.7,A painful and frustrating viewing experience. Disheartening.,7,10,6,0.05883801616483873,-0.8677243438615293,1.3813961973531292,-0.6535699075525425,0
Beneath the Surface,2012,18,0,Completed College,female,Student,Drama,2011,105,Fall,9202,4.1,A heartfelt and beautifully realized masterpiece.,6,12,28,-1.5831531326213542,-1.3882548440784037,1.5082508614112393,-0.8507847257639313,1
Realm of Legends,2015,45,0,Completed College,female,Unemployed,Action/Adventure,1996,116,Summer,7968,3.6,A stunning testament to the power of cinema.,8,15,13,-0.10536109871378055,-0.4339489270141339,1.073421262945384,-0.45635508934115365,1
Giggles and Grins,2019,49,0,Post-Graduate,female,Employed,Comedy,2012,110,Winter,9926,3,An in-between experience that hovered in mediocrity.,8,19,29,0.11357105445771182,-0.9544794272310083,1.763369685794772,-0.45635508934115365,1
Rising Stars,2022,18,0,Post-Graduate,female,Student,Drama,2000,112,Summer,2889,2.7,"I expected more, but this movie left me thoroughly unsatisfied.",10,22,17,-1.5831531326213542,-0.7809692604920502,-0.716286622474453,-0.06192545291837609,0
Innocence Lost,2019,61,0,Completed College,male,Employed,Drama,2011,131,Summer,3260,3.3,A passable cinematic endeavor that didn't stand out.,9,19,28,0.7703675139721889,0.8673773235280522,-0.5855558436812339,-0.2591402711297649,1
The Uncharted Journey,2021,28,1,Post-Graduate,female,Student,Action/Adventure,2007,112,Fall,3948,2.7,An uninspired and regrettable mess that left me unsatisfied.,9,21,24,-1.0358227496926231,-0.7809692604920502,-0.34312248570351234,-0.2591402711297649,0
Quest for Glory,2020,48,1,Completed College,male,Employed,Action/Adventure,2009,140,Spring,8533,2.9,A watchable film that didn't fully capture my attention.,10,20,26,0.05883801616483873,1.6481730738533638,1.2725126107032514,-0.06192545291837609,0
Tales of Tiny Explorers,2017,18,0,Completed High School,male,Student,Kids,2002,118,Fall,4368,1.9,A complete waste of time that I deeply regret.,9,17,19,-1.5831531326213542,-0.26043876027517576,-0.19512537763571716,-0.2591402711297649,0
Clash of Titans,2022,42,0,Post-Graduate,female,Employed,Action/Adventure,2015,118,Summer,3638,2.1,"I expected more, but this movie left me thoroughly disappointed.",10,22,32,-0.26956021359239984,-0.26043876027517576,-0.4523584464202183,-0.06192545291837609,0
Realm of Illusions,2012,67,0,Post-Graduate,female,Employed,Drama,2005,112,Summer,1520,3.4,An average watch that didn't leave a strong impression.,10,12,22,1.0987657437294276,-0.7809692604920502,-1.1986867199620994,-0.06192545291837609,1
Legends of Winter,2012,59,0,Post-Graduate,male,Employed,Drama,2006,108,Fall,2617,2.4,"Lousy acting, couldn't stand it.",6,12,23,0.6609014373864428,-1.1279895939699665,-0.8121323686516917,-0.8507847257639313,0
Chronicles of Courage,2021,30,1,Post-Graduate,female,Employed,Action/Adventure,1995,132,Summer,1983,2.2,A forgettable experience that left me questioning its merit.,9,21,12,-0.926356673106877,0.9541324068975312,-1.0355375270206968,-0.2591402711297649,0
Lost in Time,2021,62,0,Post-Graduate,female,Employed,Drama,2019,119,Summer,8311,4.1,A journey of discovery that left me spellbound.,8,21,36,0.8251005522650621,-0.1736836769056967,1.194285567867417,-0.45635508934115365,1
Whispers of Fate,2000,80,0,Post-Graduate,female,Retired,Drama,2009,102,Fall,8887,3.4,A film that didn't leave a lasting impact.,9,0,26,1.8102952415367777,-1.648520094186841,1.397253030360393,-0.2591402711297649,1
Eternal Sunshine,2008,42,1,Completed College,male,Employed,Drama,2017,142,Summer,4603,4.1,A symphony of emotions that left me deeply touched.,9,8,34,-0.26956021359239984,1.821683240592322,-0.11231747193111749,-0.2591402711297649,1
Secret of the Ancients,2022,69,0,Post-Graduate,male,Employed,Action/Adventure,2020,115,Summer,9029,2.7,A lackluster attempt that fell short in every way.,9,22,37,1.2082318203151736,-0.520704010383613,1.447290147849981,-0.2591402711297649,0
Dark Descent,2013,58,1,Post-Graduate,female,Employed,Horror,2015,111,Spring,2185,3.1,A film that didn't fully engage me but had its moments.,12,13,32,0.6061683990935697,-0.8677243438615293,-0.9643579655214238,0.3325041835044015,1
Joyful Journeys,2018,40,0,Completed High School,female,Employed,Kids,2005,111,Spring,9030,2.6,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,18,22,-0.379026290178146,-0.8677243438615293,1.447642521916809,1.3185782745613455,0
Broken Promises,2022,71,0,Post-Graduate,male,Retired,Drama,2008,125,Fall,5560,3,"It's not a standout, but it's not terrible either.",11,22,25,1.3176978969009199,0.3468468233111777,0.2249045100233586,0.1352893652930127,1
Chronicles of Courage,2018,18,0,Completed High School,male,Unemployed,Action/Adventure,1995,132,Summer,1983,2.8,An okay outing that didn't fully engage me.,9,18,12,-1.5831531326213542,0.9541324068975312,-1.0355375270206968,-0.2591402711297649,0
Frozen in Time,2021,43,0,Completed High School,female,Employed,Drama,1984,141,Winter,2736,2.7,A total letdown that I wouldn't wish upon anyone.,10,21,1,-0.21482717529952675,1.734928157222843,-0.7701998546991498,-0.06192545291837609,0
Enchanted Hearts,2020,71,0,Post-Graduate,male,Retired,Romance,2019,137,Summer,9467,4,A masterpiece that redefines cinematic excellence.,6,20,36,1.3176978969009199,1.3879078237449267,1.6016299891206816,-0.8507847257639313,1
Midnight Shadows,2008,60,0,Post-Graduate,male,Retired,Horror,1995,140,Summer,4464,2.8,A neutral watch that neither impressed nor disappointed.,8,8,12,0.7156344756793158,1.6481730738533638,-0.16129746722022112,-0.45635508934115365,0
Tales of Tiny Explorers,2018,60,0,Completed College,female,Employed,Kids,2002,118,Fall,4368,2,Boring and dull.,3,18,19,0.7156344756793158,-0.26043876027517576,-0.19512537763571716,-1.4424291803980978,0
Soulbound,2019,77,0,Post-Graduate,female,Retired,Drama,2010,131,Fall,1618,3.1,A middle-of-the-road outing that left me with mixed feelings.,12,19,27,1.6460961266581584,0.8673773235280522,-1.1641540614129473,0.3325041835044015,1
Amour Forever,2012,47,1,Post-Graduate,female,Employed,Romance,2004,134,Fall,6251,3.6,Brilliant acting and direction.,4,12,21,0.004104977871965638,1.1276425736364895,0.46839499020156444,-1.245214362186709,1
Sweet Serenade,2022,55,0,Completed High School,male,Unemployed,Romance,1996,118,Fall,3730,2.2,"This movie was a disaster. The dialogue was cringe-worthy, and the plot was nonsensical.",15,22,13,0.4419692842149504,-0.26043876027517576,-0.4199400322720346,0.9241486381385678,0
Unseen Horizons,2021,60,0,Completed College,male,Employed,Drama,2010,127,Summer,7985,3.9,Spectacular and moving.,3,21,27,0.7156344756793158,0.5203569900501359,1.0794116220814616,-1.4424291803980978,1
Magic of Childhood,2000,28,3,Completed High School,female,Employed,Kids,2014,126,Winter,1036,2.9,"It falls in the middle, not the best nor the worst.",11,0,31,-1.0358227496926231,0.4336019066806568,-1.369235768306892,0.1352893652930127,0
Epic Discovery,2022,59,0,Completed High School,male,Employed,Action/Adventure,1994,130,Fall,7677,3.3,A mixed bag of emotions and storytelling.,7,22,11,0.6609014373864428,0.7806222401585731,0.9708804094984118,-0.6535699075525425,1
Eternal Sunshine,2013,64,0,Post-Graduate,male,Employed,Drama,2017,142,Summer,4603,4,Incredible storytelling here.,3,13,34,0.9345666288508082,1.821683240592322,-0.11231747193111749,-1.4424291803980978,1
Beneath the Surface,2016,33,0,Completed College,male,Employed,Drama,2011,105,Fall,9202,3.3,A movie that failed to make a memorable impression.,9,16,28,-0.7621575582282577,-1.3882548440784037,1.5082508614112393,-0.2591402711297649,1
Fun Under the Sun,2018,20,0,Completed College,female,Employed,Comedy,2019,123,Summer,7699,4,A remarkable achievement that touched my soul.,7,18,36,-1.473687056035608,0.17333665657221958,0.9786326389686296,-0.6535699075525425,1
Whispers of Hope,2017,41,0,Post-Graduate,female,Employed,Drama,2018,120,Summer,389,2.5,An utterly forgettable and regrettable cinematic endeavor.,7,17,35,-0.3242932518852729,-0.08692859353621762,-1.597221789544662,-0.6535699075525425,0
Lost Treasures,2003,46,0,Post-Graduate,female,Employed,Action/Adventure,2009,144,Spring,4040,3.2,"It's neither here nor there, just an average movie.",10,3,26,-0.05062806042090746,1.99519340733128,-0.31070407155532864,-0.06192545291837609,1
Reflections of Reality,2017,32,0,Completed High School,male,Employed,Other,2019,132,Summer,2599,3,An okay narrative that lacked a distinct identity.,8,17,36,-0.8168905965211307,0.9541324068975312,-0.8184751018545973,-0.45635508934115365,1
Stellar Explorers,2004,26,0,Post-Graduate,female,Employed,Sci-Fi,2013,98,Fall,8106,3.3,"It had its moments, but overall, it was just okay. I neither loved it nor hated it.",17,4,30,-1.1452888262783694,-1.9955404276647573,1.1220488841676597,1.3185782745613455,1
Shadowed Past,2013,58,0,Completed High School,female,Employed,Drama,2017,103,Summer,4038,3.5,A true work of art that captures the essence of life.,11,13,34,0.6061683990935697,-1.561765010817362,-0.31140881968898476,0.1352893652930127,1
Tales of Tiny Explorers,2014,27,0,Post-Graduate,female,Employed,Kids,2002,118,Fall,4368,2.3,A movie that failed to deliver on its promises. Avoid at all costs.,13,14,19,-1.0905557879854961,-0.26043876027517576,-0.19512537763571716,0.5297190017157903,0
Wonderland Adventures,2017,51,0,Post-Graduate,male,Employed,Kids,2012,98,Spring,2160,1.7,A movie that failed to live up to its potential. Avoid.,11,17,29,0.22303713104345801,-1.9955404276647573,-0.9731673171921259,0.1352893652930127,0
Epic Discovery,2022,52,1,Completed College,female,Employed,Action/Adventure,1994,130,Fall,7677,3.5,An emotional rollercoaster that pulled at my heartstrings.,8,22,11,0.2777701693363311,0.7806222401585731,0.9708804094984118,-0.45635508934115365,1
Shadowed Past,2012,67,0,Completed College,female,Employed,Drama,2017,103,Summer,4038,3.4,An average outing that didn't fully connect.,8,12,34,1.0987657437294276,-1.561765010817362,-0.31140881968898476,-0.45635508934115365,1
Enchanted Darkness,2019,45,1,Completed High School,female,Employed,Horror,2009,139,Summer,7361,2.7,"A truly awful movie. The special effects were laughable, and the dialogue was cringe-worthy. Avoid at all costs.",19,19,26,-0.10536109871378055,1.5614179904838847,0.8595302043807374,1.713007910984123,0
Amour Forever,2022,18,0,Completed High School,female,Student,Romance,2004,134,Fall,6251,3,"Not the best, but it was bearable.",7,22,21,-1.5831531326213542,1.1276425736364895,0.46839499020156444,-0.6535699075525425,1
Empire of Shadows,2015,57,0,Post-Graduate,female,Student,Action/Adventure,2017,108,Summer,9606,3.5,An unforgettable experience! The deep emotional connections and the exploration of human nature in this movie were thought-provoking. I highly recommend it.,23,15,34,0.5514353608006966,-1.1279895939699665,1.6506099844097852,2.5018671838296784,1
Beyond the Horizon,2021,43,0,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,1.9,Disappointing movie.,2,21,27,-0.21482717529952675,-1.2147446773394455,0.668895834226744,-1.6396439986094864,0
Journey to the Unknown,2021,77,0,Post-Graduate,male,Retired,Action/Adventure,2000,107,Summer,2537,2.9,"It didn't leave a lasting impression, but it wasn't painful to watch.",14,21,17,1.6460961266581584,-1.2147446773394455,-0.8403222939979385,0.7269338199271791,0
Quest for the Crystal,2015,56,1,Completed College,male,Employed,Action/Adventure,1996,109,Summer,3611,1.8,A trainwreck of a film that I wish I hadn't seen.,12,15,13,0.4967023225078235,-1.0412345106004874,-0.4618725462245765,0.3325041835044015,0
Amour Forever,2021,18,0,Post-Graduate,male,Employed,Romance,2004,134,Fall,6251,3.3,An adequate effort that didn't quite shine.,8,21,21,-1.5831531326213542,1.1276425736364895,0.46839499020156444,-0.45635508934115365,1
Enchanted Expeditions,2019,47,0,Post-Graduate,male,Employed,Action/Adventure,2017,109,Summer,1969,2.8,It's hard to form a strong opinion about it.,10,19,34,0.004104977871965638,-1.0412345106004874,-1.04047076395629,-0.06192545291837609,0
The Last Crusade,2020,24,0,Post-Graduate,female,Employed,Action/Adventure,2015,106,Winter,4492,2.1,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,20,32,-1.2547549028641154,-1.3014997607089247,-0.1514309933490348,2.699082002041067,0
The Hilarious Movie,2011,18,1,Post-Graduate,female,Employed,Comedy,2014,126,Winter,1399,3.2,An average outing that didn't leave a lasting impact.,10,11,31,-1.5831531326213542,0.4336019066806568,-1.2413239820482977,-0.06192545291837609,1
Endless Love,2022,62,0,Post-Graduate,female,Employed,Romance,2016,147,Spring,3185,3.4,It's neither remarkable nor terrible.,6,22,33,0.8251005522650621,2.2554586574397173,-0.6119838986933401,-0.8507847257639313,1
Beyond the Stars,2021,18,0,Post-Graduate,male,Student,Sci-Fi,1997,133,Summer,3305,3,"I was hoping for better, but it was decent enough.",10,21,14,-1.5831531326213542,1.0408874902670102,-0.5696990106739701,-0.06192545291837609,1
Cosmic Adventures,2007,78,0,Post-Graduate,female,Retired,Sci-Fi,2012,119,Fall,8655,2.4,A forgettable experience that left me questioning its merit.,9,7,29,1.7008291649510314,-0.1736836769056967,1.3155022468562776,-0.2591402711297649,0
Fun Under the Sun,2012,38,0,Post-Graduate,female,Employed,Comedy,2019,123,Summer,7699,3.9,Stellar performances and an unforgettable storyline.,6,12,36,-0.4884923667638922,0.17333665657221958,0.9786326389686296,-0.8507847257639313,1
Secret of the Ancients,2011,32,0,Post-Graduate,female,Employed,Action/Adventure,2020,115,Summer,9029,3,"I expected more, but it was just okay.",8,11,37,-0.8168905965211307,-0.520704010383613,1.447290147849981,-0.45635508934115365,1
Galactic Odyssey,2020,27,0,Post-Graduate,female,Retired,Sci-Fi,2010,113,Winter,3673,2.7,"One of the worst movies I've ever seen. It was painful to sit through. The plot made no sense, and the acting was atrocious.",25,20,27,-1.0905557879854961,-0.6942141771225712,-0.44002535408123533,2.8962968202524557,0
Unseen Horizons,2021,18,0,Post-Graduate,male,Student,Drama,2010,127,Summer,7985,4.2,An unforgettable experience.,3,21,27,-1.5831531326213542,0.5203569900501359,1.0794116220814616,-1.4424291803980978,1
Heartstrings,2021,53,1,Completed High School,female,Employed,Romance,1991,123,Summer,5066,2.1,A lackluster effort that failed to engage or entertain.,9,21,8,0.3325032076292042,0.17333665657221958,0.05083172101028525,-0.2591402711297649,0
Beyond the Stars,2018,18,0,Completed College,female,Student,Sci-Fi,1997,133,Summer,3305,3.5,Absolutely brilliant movie!,3,18,14,-1.5831531326213542,1.0408874902670102,-0.5696990106739701,-1.4424291803980978,1
Legends of Winter,2019,51,1,Post-Graduate,female,Employed,Drama,2006,108,Fall,2617,3.2,"I didn't love it, but I didn't hate it either. It didn't exceed my expectations.",18,19,23,0.22303713104345801,-1.1279895939699665,-0.8121323686516917,1.5157930927727343,1
Beyond the Stars,2021,24,0,Post-Graduate,female,Employed,Sci-Fi,1997,133,Summer,3305,3.3,A movie that didn't quite live up to the hype.,11,21,14,-1.2547549028641154,1.0408874902670102,-0.5696990106739701,0.1352893652930127,1
Lost in Time,2017,55,0,Post-Graduate,female,Employed,Drama,2019,119,Summer,8311,3,A middle-of-the-road experience with its ups and downs.,11,17,36,0.4419692842149504,-0.1736836769056967,1.194285567867417,0.1352893652930127,1
Odyssey of Legends,2013,60,0,Post-Graduate,female,Employed,Action/Adventure,2011,117,Fall,7179,2.3,This film was so bad it's almost impressive. I can't think of a single redeeming quality.,18,13,28,0.7156344756793158,-0.34719384364465483,0.7953981242180261,1.5157930927727343,0
Broken Promises,2021,50,1,Post-Graduate,male,Employed,Drama,2008,125,Fall,5560,3.8,A cinematic triumph that left me in awe.,8,21,25,0.16830409275058492,0.3468468233111777,0.2249045100233586,-0.45635508934115365,1
Chronicles of Destiny,2019,18,0,Post-Graduate,female,Student,Action/Adventure,2000,125,Fall,4695,2.7,A complete letdown that I wouldn't wish upon anyone.,10,19,17,-1.5831531326213542,0.3468468233111777,-0.0798990577829338,-0.06192545291837609,0
Unbreakable Bonds,2020,18,1,Post-Graduate,female,Student,Romance,2015,121,Spring,6916,4.1,Impressed by every aspect.,4,20,32,-1.5831531326213542,-1.7351016673855377e-4,0.7027237446422401,-1.245214362186709,1
Crimson Echoes,2008,80,0,Completed College,male,Retired,Drama,1995,139,Fall,955,3.2,An adequate effort that didn't quite shine.,8,8,12,1.8102952415367777,1.5614179904838847,-1.3977780677199667,-0.45635508934115365,1
The Uncharted Journey,2021,78,0,Completed College,male,Retired,Action/Adventure,2007,112,Fall,3948,2,Predictable and utterly unimpressive.,4,21,24,1.7008291649510314,-0.7809692604920502,-0.34312248570351234,-1.245214362186709,0
Love in the Air,2010,45,0,Completed High School,male,Employed,Romance,2018,130,Summer,6969,3.2,A film that left me on the fence with its execution.,11,10,35,-0.10536109871378055,0.7806222401585731,0.7213995701841285,0.1352893652930127,1
Mystic Whispers,2010,64,0,Completed High School,female,Employed,Drama,2010,122,Summer,857,2.8,A movie that failed to make a memorable impression.,9,10,27,0.9345666288508082,0.08658157320274051,-1.432310726269119,-0.2591402711297649,0
Giggles and Grins,2022,21,0,Post-Graduate,male,Student,Comedy,2012,110,Winter,9926,4.5,A true cinematic gem.,4,22,29,-1.4189540177427349,-0.9544794272310083,1.763369685794772,-1.245214362186709,1
Legends Unleashed,2012,58,0,Post-Graduate,female,Employed,Action/Adventure,2009,127,Summer,4095,2.7,An absolute disaster that failed to hold my attention.,9,12,26,0.6061683990935697,0.5203569900501359,-0.291323497879784,-0.2591402711297649,0
Hilarity Unleashed,2020,29,2,Completed College,male,Employed,Comedy,2019,121,Fall,7590,3.9,A cinematic masterpiece.,3,20,36,-0.98108971139975,-1.7351016673855377e-4,0.9402238656843684,-1.4424291803980978,1
The Adventurous Quest,2021,28,1,Completed College,female,Unemployed,Action/Adventure,2011,108,Summer,9822,3.3,A movie that failed to leave a strong impact.,9,21,28,-1.0358227496926231,-1.1279895939699665,1.7267227828446512,-0.2591402711297649,1
Frozen in Time,2022,46,0,Post-Graduate,female,Employed,Drama,1984,141,Winter,2736,2,A regrettable watch that left me questioning my choices.,9,22,1,-0.05062806042090746,1.734928157222843,-0.7701998546991498,-0.2591402711297649,0
Visions of Valor,2013,58,0,Post-Graduate,male,Employed,Action/Adventure,1987,120,Fall,2574,2.3,A movie that failed to deliver on its promises. Disappointing.,10,13,4,0.6061683990935697,-0.08692859353621762,-0.8272844535252993,-0.06192545291837609,0
Eternal Love,2017,34,1,Post-Graduate,female,Employed,Romance,2014,108,Fall,997,2.5,A disaster from start to finish. Don't waste your energy.,11,17,31,-0.7074245199353846,-1.1279895939699665,-1.3829783569131873,0.1352893652930127,0
Beneath the Surface,2018,33,0,Post-Graduate,female,Employed,Drama,2011,105,Fall,9202,3.8,A masterpiece of cinema.,4,18,28,-0.7621575582282577,-1.3882548440784037,1.5082508614112393,-1.245214362186709,1
The Enigmatic Drama,2015,66,0,Completed High School,male,Employed,Drama,2018,118,Summer,5690,3.8,A cinematic masterpiece.,3,15,35,1.0440327054365544,-0.26043876027517576,0.2707131387110095,-1.4424291803980978,1
Midnight Whispers,2021,79,0,Completed High School,female,Retired,Drama,2012,115,Summer,9341,3.4,"Not a standout, but it's not entirely forgettable.",9,21,29,1.7555622032439047,-0.520704010383613,1.557230856700343,-0.2591402711297649,1
Silly Adventures,2022,46,0,Completed College,male,Employed,Comedy,2018,127,Summer,607,3.2,A middle-of-the-road movie that didn't leave a strong impression.,13,22,35,-0.05062806042090746,0.5203569900501359,-1.52040424297614,0.5297190017157903,1
Laughing Waters,2014,19,0,Post-Graduate,female,Student,Comedy,2006,126,Spring,768,3.5,A treasure trove of beauty and inspiration.,7,14,23,-1.528420094328481,0.4336019066806568,-1.4636720182168184,-0.6535699075525425,1
Guardians of the Ancients,2012,42,3,Post-Graduate,male,Employed,Action/Adventure,2014,116,Summer,3224,3.2,A middle-of-the-road movie that didn't leave a strong impression.,13,12,31,-0.26956021359239984,-0.4339489270141339,-0.598241310087045,0.5297190017157903,1
Odyssey of Legends,2018,57,0,Post-Graduate,female,Employed,Action/Adventure,2011,117,Fall,7179,3.5,A testament to the magic of cinema and storytelling.,9,18,28,0.5514353608006966,-0.34719384364465483,0.7953981242180261,-0.2591402711297649,1
Laughing Waters,2011,20,0,Post-Graduate,female,Student,Comedy,2006,126,Spring,768,3.4,A film that didn't leave a lasting impact.,9,11,23,-1.473687056035608,0.4336019066806568,-1.4636720182168184,-0.2591402711297649,1
Love in the Air,2011,31,1,Completed High School,female,Employed,Romance,2018,130,Summer,6969,3.9,A heartfelt triumph that resonates deeply.,6,11,35,-0.8716236348140038,0.7806222401585731,0.7213995701841285,-0.8507847257639313,1
Lost Treasures,2010,69,0,Completed High School,female,Student,Action/Adventure,2009,144,Spring,4040,3.5,A journey worth taking.,4,10,26,1.2082318203151736,1.99519340733128,-0.31070407155532864,-1.245214362186709,1
Crazy Antics,2018,80,0,Post-Graduate,female,Retired,Comedy,1992,131,Winter,6745,4,"An absolute joy to watch, full of heart and soul.",10,18,9,1.8102952415367777,0.8673773235280522,0.6424677792146377,-0.06192545291837609,1
Whispers of Hope,2022,19,0,Completed College,female,Student,Drama,2018,120,Summer,389,3.5,This movie is pure magic. It captures the essence of childhood dreams and takes you on an adventure.,18,22,35,-1.528420094328481,-0.08692859353621762,-1.597221789544662,1.5157930927727343,1
The Last Crusade,2009,35,1,Completed High School,female,Employed,Action/Adventure,2015,106,Winter,4492,2.7,A total misfire that left me questioning my movie choices.,10,9,32,-0.6526914816425115,-1.3014997607089247,-0.1514309933490348,-0.06192545291837609,0
Stellar Explorers,2020,48,1,Post-Graduate,male,Employed,Sci-Fi,2013,98,Fall,8106,2.9,A movie that failed to make a memorable impression.,9,20,30,0.05883801616483873,-1.9955404276647573,1.1220488841676597,-0.2591402711297649,0
In Search of Truth,2019,52,0,Completed High School,female,Employed,Other,2007,112,Summer,6040,2.2,A movie that failed to deliver on its promises. Avoid at all costs.,13,19,24,0.2777701693363311,-0.7809692604920502,0.39404406210083875,0.5297190017157903,0
Odyssey of Hope,2011,44,0,Completed College,female,Employed,Action/Adventure,2019,111,Summer,9797,3.1,"I expected more, but it fell short.",7,11,36,-0.16009413700665365,-0.8677243438615293,1.7179134311739492,-0.6535699075525425,1
Whispers of Hope,2016,31,0,Completed College,female,Employed,Drama,2018,120,Summer,389,3.3,"Some moments were good, others not so much.",8,16,35,-0.8716236348140038,-0.08692859353621762,-1.597221789544662,-0.45635508934115365,1
Broken Promises,2014,63,0,Completed High School,female,Employed,Drama,2008,125,Fall,5560,3.2,An in-between experience that lacked a distinctive quality.,9,14,25,0.8798335905579351,0.3468468233111777,0.2249045100233586,-0.2591402711297649,1
Shattered Illusions,2015,57,0,Completed College,female,Employed,Drama,2013,98,Fall,8485,2.7,Total letdown.,2,15,30,0.5514353608006966,-1.9955404276647573,1.2555986554955034,-1.6396439986094864,0
Epic Discovery,2020,46,0,Completed High School,female,Employed,Action/Adventure,1994,130,Fall,7677,2.9,A film that didn't leave a lasting mark.,9,20,11,-0.05062806042090746,0.7806222401585731,0.9708804094984118,-0.2591402711297649,0
Epic Discovery,2015,49,0,Completed College,male,Unemployed,Action/Adventure,1994,130,Fall,7677,2.6,A painful viewing experience that I won't soon forget.,10,15,11,0.11357105445771182,0.7806222401585731,0.9708804094984118,-0.06192545291837609,0
Eternal Sunshine,2017,29,0,Post-Graduate,female,Employed,Drama,2017,142,Summer,4603,3.6,Riveting from start to finish - a true gem.,8,17,34,-0.98108971139975,1.821683240592322,-0.11231747193111749,-0.45635508934115365,1
Eerie Echoes,2016,45,0,Post-Graduate,female,Employed,Horror,2018,112,Fall,9634,2.7,An agonizing viewing experience that I wish I could forget.,10,16,35,-0.10536109871378055,-0.7809692604920502,1.6604764582809715,-0.06192545291837609,0
Laughter Therapy,2011,56,0,Post-Graduate,male,Employed,Comedy,1996,143,Summer,2829,3.2,"I expected more, but it was just okay.",8,11,13,0.4967023225078235,1.908438323961801,-0.737429066484138,-0.45635508934115365,1
Eternal Echoes,2017,21,0,Post-Graduate,female,Employed,Drama,1992,136,Summer,7130,3.7,A heartfelt and beautifully crafted cinematic journey.,7,17,9,-1.4189540177427349,1.3011527403754475,0.77813179494345,-0.6535699075525425,1
Frozen in Time,2022,47,0,Post-Graduate,male,Employed,Drama,1984,141,Winter,2736,3.7,A remarkable achievement that touched my heart.,7,22,1,0.004104977871965638,1.734928157222843,-0.7701998546991498,-0.6535699075525425,1
Beyond Boundaries,2017,22,0,Completed High School,male,Student,Other,2018,114,Fall,8184,2.9,It's hard to form a strong opinion about it.,10,17,35,-1.3642209794498616,-0.607459093753092,1.1495340613802503,-0.06192545291837609,0
Rise of the Phoenix,2015,69,0,Post-Graduate,male,Employed,Action/Adventure,2006,126,Winter,6613,3.2,An adequate effort that didn't leave a lasting impact.,10,15,23,1.2082318203151736,0.4336019066806568,0.5959544023933308,-0.06192545291837609,1
Joyful Journeys,2008,32,2,Completed College,female,Retired,Kids,2005,111,Spring,9030,2.6,Terrible film.,2,8,22,-0.8168905965211307,-0.8677243438615293,1.447642521916809,-1.6396439986094864,0
Guardians of the Ancients,2022,29,1,Completed College,female,Employed,Action/Adventure,2014,116,Summer,3224,2.6,"I expected more, but this movie left me thoroughly dissatisfied.",10,22,31,-0.98108971139975,-0.4339489270141339,-0.598241310087045,-0.06192545291837609,0
Heartstrings,2011,28,2,Completed College,male,Employed,Romance,1991,123,Summer,5066,3.3,An average outing that didn't evoke strong reactions.,9,11,8,-1.0358227496926231,0.17333665657221958,0.05083172101028525,-0.2591402711297649,1
Shattered Reflections,2022,55,0,Completed High School,female,Employed,Drama,2017,125,Spring,2500,2.3,Predictable and utterly unimpressive.,4,22,34,0.4419692842149504,0.3468468233111777,-0.8533601344705775,-1.245214362186709,0
Endless Love,2020,39,1,Completed High School,female,Employed,Romance,2016,147,Spring,3185,3.9,"The performances were top-notch, leaving me in awe.",9,20,33,-0.4337593284710191,2.2554586574397173,-0.6119838986933401,-0.2591402711297649,1
Whispers in the Dark,2010,33,1,Completed College,female,Employed,Horror,2020,130,Spring,2052,2.3,"I couldn't wait for this movie to be over. It was painful to watch, and I had no emotional investment in the characters.",24,10,37,-0.7621575582282577,0.7806222401585731,-1.011223716409559,2.699082002041067,0
Broken Promises,2008,18,2,Post-Graduate,female,Employed,Drama,2008,125,Fall,5560,3.6,An extraordinary journey that left me inspired.,7,8,25,-1.5831531326213542,0.3468468233111777,0.2249045100233586,-0.6535699075525425,1
Rise of the Phoenix,2022,73,0,Post-Graduate,female,Retired,Action/Adventure,2006,126,Winter,6613,2.5,Regretful choice.,2,22,23,1.4271639734866661,0.4336019066806568,0.5959544023933308,-1.6396439986094864,0
Stellar Explorers,2016,58,0,Post-Graduate,male,Employed,Sci-Fi,2013,98,Fall,8106,2.7,Total letdown.,2,16,30,0.6061683990935697,-1.9955404276647573,1.1220488841676597,-1.6396439986094864,0
Cosmic Adventures,2022,52,1,Completed College,male,Employed,Sci-Fi,2012,119,Fall,8655,3.5,A symphony of emotions that left me deeply touched.,9,22,29,0.2777701693363311,-0.1736836769056967,1.3155022468562776,-0.2591402711297649,1
Eternal Love,2020,36,0,Completed College,male,Employed,Romance,2014,108,Fall,997,2.5,"I can't believe I sat through this garbage. The writing was terrible, and the acting was worse.",18,20,31,-0.5979584433496384,-1.1279895939699665,-1.3829783569131873,1.5157930927727343,0
Amour Forever,2021,18,1,Completed High School,female,Student,Romance,2004,134,Fall,6251,3.6,This movie is a triumph. It's an emotional rollercoaster that will leave you in awe of the human spirit.,20,21,21,-1.5831531326213542,1.1276425736364895,0.46839499020156444,1.9102227291955118,1
Stellar Explorers,2016,35,1,Completed College,male,Employed,Sci-Fi,2013,98,Fall,8106,3.1,A film that left me feeling indifferent.,7,16,30,-0.6526914816425115,-1.9955404276647573,1.1220488841676597,-0.6535699075525425,1
Chronicles of Courage,2022,51,0,Completed College,female,Employed,Action/Adventure,1995,132,Summer,1983,2.4,An agonizing viewing experience that I won't soon forget.,10,22,12,0.22303713104345801,0.9541324068975312,-1.0355375270206968,-0.06192545291837609,0
Odyssey of Hope,2018,29,1,Completed High School,female,Employed,Action/Adventure,2019,111,Summer,9797,3,An average experience that didn't leave a strong mark.,10,18,36,-0.98108971139975,-0.8677243438615293,1.7179134311739492,-0.06192545291837609,1
Shattered Illusions,2016,22,0,Completed College,female,Student,Drama,2013,98,Fall,8485,3.8,A testament to the power of cinema to touch hearts.,10,16,30,-1.3642209794498616,-1.9955404276647573,1.2555986554955034,-0.06192545291837609,1
Reflections of Reality,2016,71,0,Completed High School,male,Retired,Other,2019,132,Summer,2599,3.3,A film that didn't leave a lasting impact.,9,16,36,1.3176978969009199,0.9541324068975312,-0.8184751018545973,-0.2591402711297649,1
Enchanted Playtime,2020,18,1,Post-Graduate,female,Employed,Kids,2004,131,Spring,1041,2.9,A movie that lacked the depth I was hoping for.,10,20,21,-1.5831531326213542,0.8673773235280522,-1.3674738979727517,-0.06192545291837609,0
Beyond the Stars,2021,25,0,Completed College,female,Student,Sci-Fi,1997,133,Summer,3305,3.2,A movie that left me feeling indifferent.,7,21,14,-1.2000218645712424,1.0408874902670102,-0.5696990106739701,-0.6535699075525425,1
Whispers of Fate,2013,25,0,Post-Graduate,male,Employed,Drama,2009,102,Fall,8887,3.5,A genuine masterpiece that left me in awe.,8,13,26,-1.2000218645712424,-1.648520094186841,1.397253030360393,-0.45635508934115365,1
Fading Memories,2020,28,1,Post-Graduate,male,Employed,Drama,2001,133,Winter,1885,3,A mixed bag of good and not-so-good moments.,10,20,18,-1.0358227496926231,1.0408874902670102,-1.070070185569849,-0.06192545291837609,1
Lost Horizon,2016,62,0,Completed College,male,Employed,Drama,2018,111,Spring,2643,3,A film that had its moments but didn't fully resonate.,11,16,35,0.8251005522650621,-0.8677243438615293,-0.8029706429141615,0.1352893652930127,1
Fun Under the Sun,2008,18,0,Post-Graduate,female,Employed,Comedy,2019,123,Summer,7699,3.5,Overflowing with beauty and heartfelt sincerity.,6,8,36,-1.5831531326213542,0.17333665657221958,0.9786326389686296,-0.8507847257639313,1
Wonderland Adventures,2020,41,0,Completed High School,female,Employed,Kids,2012,98,Spring,2160,2.1,A disaster from start to finish. Don't subject yourself to it.,12,20,29,-0.3242932518852729,-1.9955404276647573,-0.9731673171921259,0.3325041835044015,0
Frozen in Time,2011,37,2,Post-Graduate,female,Employed,Drama,1984,141,Winter,2736,3.7,A cinematic treasure that left me deeply moved.,8,11,1,-0.5432254050567653,1.734928157222843,-0.7701998546991498,-0.45635508934115365,1
Realm of Illusions,2019,71,0,Completed High School,male,Unemployed,Drama,2005,112,Summer,1520,3.3,An in-between experience that left me with mixed thoughts.,10,19,22,1.3176978969009199,-0.7809692604920502,-1.1986867199620994,-0.06192545291837609,1
Crazy Antics,2021,62,0,Completed High School,male,Student,Comedy,1992,131,Winter,6745,4,An emotional tour de force that left me moved.,9,21,9,0.8251005522650621,0.8673773235280522,0.6424677792146377,-0.2591402711297649,1
The Enigmatic Drama,2017,33,0,Post-Graduate,male,Employed,Drama,2018,118,Summer,5690,3.7,I was blown away by the sheer brilliance of this film.,11,17,35,-0.7621575582282577,-0.26043876027517576,0.2707131387110095,0.1352893652930127,1
Stolen Memories,2021,64,0,Completed College,female,Employed,Drama,2003,109,Summer,3004,2.7,A movie that failed to deliver on its promises. Disappointing.,10,21,20,0.9345666288508082,-1.0412345106004874,-0.6757636047892234,-0.06192545291837609,0
Mystic Shadows,2020,24,0,Completed College,male,Employed,Drama,2010,120,Summer,1455,3.3,A middle-of-the-road experience with its ups and downs.,11,20,27,-1.2547549028641154,-0.08692859353621762,-1.2215910343059249,0.1352893652930127,1
Amour Forever,2006,18,0,Completed High School,male,Student,Romance,2004,134,Fall,6251,3.3,"Not a remarkable movie, but it's watchable.",8,6,21,-1.5831531326213542,1.1276425736364895,0.46839499020156444,-0.45635508934115365,1
Magic of Childhood,2021,64,0,Post-Graduate,female,Employed,Kids,2014,126,Winter,1036,2.2,A complete letdown that I wouldn't wish upon anyone.,10,21,31,0.9345666288508082,0.4336019066806568,-1.369235768306892,-0.06192545291837609,0
Quest for Imagination,2005,47,1,Post-Graduate,female,Employed,Kids,2005,122,Summer,3131,3.1,A film that lacked the impact I was hoping for.,10,5,22,0.004104977871965638,0.08658157320274051,-0.6310120983020567,-0.06192545291837609,1
Echoes of Eternity,2007,18,0,Completed College,female,Student,Drama,1998,126,Summer,7245,4.3,Unforgettable movie moments.,3,7,15,-1.5831531326213542,0.4336019066806568,0.8186548126286796,-1.4424291803980978,1
In Search of Truth,2020,55,1,Post-Graduate,female,Employed,Other,2007,112,Summer,6040,2.5,A cinematic disaster that I wish I hadn't endured.,10,20,24,0.4419692842149504,-0.7809692604920502,0.39404406210083875,-0.06192545291837609,0
Heartstrings,2019,35,1,Post-Graduate,male,Employed,Romance,1991,123,Summer,5066,2.9,"I didn't love it, but I didn't hate it either.",12,19,8,-0.6526914816425115,0.17333665657221958,0.05083172101028525,0.3325041835044015,0
Amour Forever,2022,37,0,Completed College,male,Employed,Romance,2004,134,Fall,6251,2.2,Waste of time.,3,22,21,-0.5432254050567653,1.1276425736364895,0.46839499020156444,-1.4424291803980978,0
Whispers in the Dark,2009,70,0,Post-Graduate,female,Employed,Horror,2020,130,Spring,2052,2.4,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,9,37,1.2629648586080469,0.7806222401585731,-1.011223716409559,1.3185782745613455,0
Joyful Journeys,2002,36,3,Completed College,female,Employed,Kids,2005,111,Spring,9030,2.9,A film that fell short of my expectations.,8,2,22,-0.5979584433496384,-0.8677243438615293,1.447642521916809,-0.45635508934115365,0
Soulbound,2016,39,0,Completed High School,female,Employed,Drama,2010,131,Fall,1618,3.1,An adequate effort that didn't quite shine.,8,16,27,-0.4337593284710191,0.8673773235280522,-1.1641540614129473,-0.45635508934115365,1
Requiem for a Dream,2015,33,2,Post-Graduate,male,Employed,Drama,2008,128,Winter,3517,3.4,It's neither remarkable nor terrible.,6,15,25,-0.7621575582282577,0.6071120734196149,-0.4949957085064164,-0.8507847257639313,1
Enchanted Playtime,2014,52,2,Completed College,female,Employed,Kids,2004,131,Spring,1041,2.5,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,14,21,0.2777701693363311,0.8673773235280522,-1.3674738979727517,2.699082002041067,0
Edge of Eternity,2016,55,0,Post-Graduate,female,Employed,Drama,2018,104,Winter,4137,3.3,A film that neither impressed nor disappointed me.,8,16,35,0.4419692842149504,-1.4750099274478827,-0.2765237870730045,-0.45635508934115365,1
Eternal Sunshine,2021,59,2,Post-Graduate,female,Employed,Drama,2017,142,Summer,4603,5,An enchanting story that will warm your soul.,8,21,34,0.6609014373864428,1.821683240592322,-0.11231747193111749,-0.45635508934115365,1
Chronicles of Destiny,2016,45,0,Post-Graduate,female,Employed,Action/Adventure,2000,125,Fall,4695,2.6,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,16,17,-0.10536109871378055,0.3468468233111777,-0.0798990577829338,2.699082002041067,0
A Glimpse Through Time,2017,36,1,Post-Graduate,female,Employed,Other,1989,111,Fall,8842,2.8,"Some scenes were interesting, others were forgettable.",7,17,6,-0.5979584433496384,-0.8677243438615293,1.3813961973531292,-0.6535699075525425,0
Forgotten Realms,2008,18,0,Completed College,male,Student,Drama,2013,129,Summer,3337,3.9,Every frame felt like a work of art. A must-see.,11,8,30,-1.5831531326213542,0.693867156789094,-0.5584230405354714,0.1352893652930127,1
Silly Adventures,2017,65,0,Post-Graduate,female,Employed,Comedy,2018,127,Summer,607,3.4,"Not the best, but not the worst either.",8,17,35,0.9892996671436813,0.5203569900501359,-1.52040424297614,-0.45635508934115365,1
Frozen in Time,2018,65,0,Completed College,male,Employed,Drama,1984,141,Winter,2736,3.2,Neither remarkable nor forgettable - an average flick.,7,18,1,0.9892996671436813,1.734928157222843,-0.7701998546991498,-0.6535699075525425,1
Under the Rainbow,2022,58,0,Completed High School,female,Employed,Kids,1996,122,Summer,530,2.4,A cinematic disaster that I wish I could erase from memory.,11,22,13,0.6061683990935697,0.08658157320274051,-1.5475370461219025,0.1352893652930127,0
Rising Stars,2007,36,0,Post-Graduate,female,Employed,Drama,2000,112,Summer,2889,2.9,A film that didn't fully engage me but had its moments.,12,7,17,-0.5979584433496384,-0.7809692604920502,-0.716286622474453,0.3325041835044015,0
Unseen Horizons,2019,63,2,Completed College,female,Retired,Drama,2010,127,Summer,7985,4,Absolutely stunning film.,3,19,27,0.8798335905579351,0.5203569900501359,1.0794116220814616,-1.4424291803980978,1
Shattered Reflections,2018,67,0,Completed High School,male,Employed,Drama,2017,125,Spring,2500,2.7,I couldn't find a single redeeming quality in this mess.,11,18,34,1.0987657437294276,0.3468468233111777,-0.8533601344705775,0.1352893652930127,0
Beyond the Horizon,2018,50,1,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,2.9,"I expected more, but it was just okay.",8,18,27,0.16830409275058492,-1.2147446773394455,0.668895834226744,-0.45635508934115365,0
Lost Treasures,2014,44,2,Completed College,female,Retired,Action/Adventure,2009,144,Spring,4040,2.5,I couldn't find a single redeeming quality in this mess.,11,14,26,-0.16009413700665365,1.99519340733128,-0.31070407155532864,0.1352893652930127,0
Epic Discovery,2015,18,0,Completed High School,female,Employed,Action/Adventure,1994,130,Fall,7677,2.9,A film that didn't leave a lasting mark.,9,15,11,-1.5831531326213542,0.7806222401585731,0.9708804094984118,-0.2591402711297649,0
Requiem for a Dream,2021,75,0,Post-Graduate,female,Unemployed,Drama,2008,128,Winter,3517,2.7,A cinematic disaster that I wish I hadn't endured.,10,21,25,1.5366300500724122,0.6071120734196149,-0.4949957085064164,-0.06192545291837609,0
Dark Descent,2019,50,0,Post-Graduate,female,Employed,Horror,2015,111,Spring,2185,2.3,An uninspired and regrettable mess that left me unsatisfied.,9,19,32,0.16830409275058492,-0.8677243438615293,-0.9643579655214238,-0.2591402711297649,0
Legends of Winter,2016,53,1,Completed High School,female,Employed,Drama,2006,108,Fall,2617,2.8,Neither good nor bad. Just average. I wouldn't call it a masterpiece.,13,16,23,0.3325032076292042,-1.1279895939699665,-0.8121323686516917,0.5297190017157903,0
Beyond the Horizon,2012,65,0,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,2.8,"It didn't exceed my expectations, but it wasn't bad.",11,12,27,0.9892996671436813,-1.2147446773394455,0.668895834226744,0.1352893652930127,0
Wanderlust,2009,43,0,Completed High School,male,Employed,Other,1998,112,Summer,3716,2.7,A film that was as dull as it was disappointing.,10,9,15,-0.21482717529952675,-0.7809692604920502,-0.42487326920762775,-0.06192545291837609,0
Lost Treasures,2013,27,0,Post-Graduate,male,Employed,Action/Adventure,2009,144,Spring,4040,2.9,"Not great, but not terrible. It falls somewhere in between.",10,13,26,-1.0905557879854961,1.99519340733128,-0.31070407155532864,-0.06192545291837609,0
Reflections of Reality,2018,40,1,Post-Graduate,female,Employed,Other,2019,132,Summer,2599,3.7,"An absolute joy to watch. The humor is spot-on, and the characters are lovable.",15,18,36,-0.379026290178146,0.9541324068975312,-0.8184751018545973,0.9241486381385678,1
Clash of Titans,2022,25,0,Completed College,male,Student,Action/Adventure,2015,118,Summer,3638,3.1,A movie that didn't fully capture my attention.,9,22,32,-1.2000218645712424,-0.26043876027517576,-0.4523584464202183,-0.2591402711297649,1
The Mysterious Expedition,2008,58,0,Completed College,male,Employed,Action/Adventure,2016,145,Fall,5056,3.3,A so-so experience that didn't quite connect.,9,8,33,0.6061683990935697,2.0819484907007593,0.04730798034200442,-0.2591402711297649,1
Under the Rainbow,2021,40,0,Post-Graduate,female,Employed,Kids,1996,122,Summer,530,2.3,"One of the worst movies I've ever seen. It was painful to sit through. The plot was nonsensical, and the acting was atrocious.",24,21,13,-0.379026290178146,0.08658157320274051,-1.5475370461219025,2.699082002041067,0
Guardians of the Ancients,2001,42,1,Completed High School,female,Unemployed,Action/Adventure,2014,116,Summer,3224,3.1,"Some scenes were interesting, others were forgettable.",7,1,31,-0.26956021359239984,-0.4339489270141339,-0.598241310087045,-0.6535699075525425,1
Raiders of the Unknown,2022,39,0,Completed High School,male,Retired,Action/Adventure,2018,121,Summer,6957,3.3,A middle-of-the-road effort that didn't stand out.,11,22,35,-0.4337593284710191,-1.7351016673855377e-4,0.7171710813821915,0.1352893652930127,1
Raiders of the Unknown,2011,67,0,Completed High School,male,Retired,Action/Adventure,2018,121,Summer,6957,2.5,A lackluster attempt that left me bored and unenthusiastic.,9,11,35,1.0987657437294276,-1.7351016673855377e-4,0.7171710813821915,-0.2591402711297649,0
Mystic Shadows,2019,20,0,Completed High School,female,Employed,Drama,2010,120,Summer,1455,2.8,An adequate effort that didn't leave a lasting impact.,10,19,27,-1.473687056035608,-0.08692859353621762,-1.2215910343059249,-0.06192545291837609,0
Beyond Boundaries,2018,42,1,Post-Graduate,female,Employed,Other,2018,114,Fall,8184,3.5,A visual and emotional feast for the senses.,8,18,35,-0.26956021359239984,-0.607459093753092,1.1495340613802503,-0.45635508934115365,1
Crazy Antics,2005,18,0,Completed High School,male,Employed,Comedy,1992,131,Winter,6745,3.4,An in-between experience that left me with mixed thoughts.,10,5,9,-1.5831531326213542,0.8673773235280522,0.6424677792146377,-0.06192545291837609,1
Crimson Echoes,2016,44,2,Post-Graduate,female,Employed,Drama,1995,139,Fall,955,3.4,"I didn't love it, but I didn't hate it either.",12,16,12,-0.16009413700665365,1.5614179904838847,-1.3977780677199667,0.3325041835044015,1
The Hilarious Movie,2015,45,1,Post-Graduate,female,Employed,Comedy,2014,126,Winter,1399,3.3,"Not the best, but it was bearable.",7,15,31,-0.10536109871378055,0.4336019066806568,-1.2413239820482977,-0.6535699075525425,1
Lost Horizon,2019,52,0,Completed High School,female,Employed,Drama,2018,111,Spring,2643,2.9,A middle-of-the-road film with its moments of intrigue.,11,19,35,0.2777701693363311,-0.8677243438615293,-0.8029706429141615,0.1352893652930127,0
Lost Treasures,2022,45,1,Post-Graduate,male,Employed,Action/Adventure,2009,144,Spring,4040,2.7,"A complete trainwreck of a movie. The acting was wooden, and the plot was a jumbled mess.",17,22,26,-0.10536109871378055,1.99519340733128,-0.31070407155532864,1.3185782745613455,0
The Adventurous Quest,2003,58,0,Completed College,male,Employed,Action/Adventure,2011,108,Summer,9822,3,"I wouldn't rush to see it again, but it was okay.",12,3,28,0.6061683990935697,-1.1279895939699665,1.7267227828446512,0.3325041835044015,1
Whimsical Whispers,2014,45,1,Post-Graduate,male,Employed,Comedy,2020,113,Summer,6627,3.8,"The performances were top-notch, leaving me in awe.",9,14,37,-0.10536109871378055,-0.6942141771225712,0.6008876393289239,-0.2591402711297649,1
Beyond the Horizon,2022,47,1,Post-Graduate,female,Student,Action/Adventure,2010,107,Spring,6820,4.2,Lives up to its name. It's an enchanting story that explores the depths of human nature. The performances were exceptional.,21,22,27,0.004104977871965638,-1.2147446773394455,0.668895834226744,2.1074375474069007,1
Tales of Tiny Explorers,2019,73,0,Completed College,female,Retired,Kids,2002,118,Fall,4368,2.8,"I didn't love it, but I didn't hate it either.",12,19,19,1.4271639734866661,-0.26043876027517576,-0.19512537763571716,0.3325041835044015,0
Under the Rainbow,2016,62,0,Post-Graduate,female,Employed,Kids,1996,122,Summer,530,1.9,A film that failed to capture my attention or imagination.,10,16,13,0.8251005522650621,0.08658157320274051,-1.5475370461219025,-0.06192545291837609,0
Secret of the Ancients,2016,74,0,Post-Graduate,male,Employed,Action/Adventure,2020,115,Summer,9029,3.4,An average journey that didn't evoke strong reactions.,9,16,37,1.4818970117795391,-0.520704010383613,1.447290147849981,-0.2591402711297649,1
Stolen Memories,2016,59,0,Post-Graduate,female,Unemployed,Drama,2003,109,Summer,3004,3.6,Exceptional storytelling.,2,16,20,0.6609014373864428,-1.0412345106004874,-0.6757636047892234,-1.6396439986094864,1
Beyond the Horizon,2016,35,1,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,2.6,A film that failed to capture my attention or imagination.,10,16,27,-0.6526914816425115,-1.2147446773394455,0.668895834226744,-0.06192545291837609,0
Mystic Whispers,2016,47,0,Post-Graduate,female,Employed,Drama,2010,122,Summer,857,3.3,"Some scenes were interesting, others were forgettable.",7,16,27,0.004104977871965638,0.08658157320274051,-1.432310726269119,-0.6535699075525425,1
Lost in Time,2022,18,0,Post-Graduate,male,Student,Drama,2019,119,Summer,8311,4.4,Outstanding performances throughout.,3,22,36,-1.5831531326213542,-0.1736836769056967,1.194285567867417,-1.4424291803980978,1
Beyond the Horizon,2022,49,1,Post-Graduate,female,Retired,Action/Adventure,2010,107,Spring,6820,3.2,"It didn't exceed my expectations, but it wasn't bad.",11,22,27,0.11357105445771182,-1.2147446773394455,0.668895834226744,0.1352893652930127,1
Guardians of Destiny,2008,42,1,Completed High School,female,Employed,Action/Adventure,2004,119,Winter,374,1.8,A misfire that lacked direction and substance. Avoid.,8,8,21,-0.26956021359239984,-0.1736836769056967,-1.6025074005470834,-0.45635508934115365,0
Whispers of Fate,2016,65,0,Completed High School,male,Employed,Drama,2009,102,Fall,8887,2.2,I wouldn't wish this movie on my worst enemy. It was a painful experience from start to finish.,19,16,26,0.9892996671436813,-1.648520094186841,1.397253030360393,1.713007910984123,0
Beyond the Horizon,2011,56,0,Completed High School,male,Employed,Action/Adventure,2010,107,Spring,6820,2.8,An okay watch. Some parts were enjoyable.,7,11,27,0.4967023225078235,-1.2147446773394455,0.668895834226744,-0.6535699075525425,0
Edge of Eternity,2016,67,0,Completed High School,female,Employed,Drama,2018,104,Winter,4137,3.6,Touched my heart deeply.,4,16,35,1.0987657437294276,-1.4750099274478827,-0.2765237870730045,-1.245214362186709,1
Enchanted Playtime,2019,80,0,Post-Graduate,female,Retired,Kids,2004,131,Spring,1041,2.4,"One of the worst movies I've ever seen. It was painful to sit through. The plot made no sense, and the acting was atrocious.",25,19,21,1.8102952415367777,0.8673773235280522,-1.3674738979727517,2.8962968202524557,0
Beyond the Horizon,2009,28,0,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,3.1,An average outing that left me with mixed feelings.,9,9,27,-1.0358227496926231,-1.2147446773394455,0.668895834226744,-0.2591402711297649,1
Echoes of Eternity,2022,43,0,Post-Graduate,male,Employed,Drama,1998,126,Summer,7245,4,Pure movie magic!,3,22,15,-0.21482717529952675,0.4336019066806568,0.8186548126286796,-1.4424291803980978,1
Love's Embrace,2014,44,2,Post-Graduate,female,Employed,Romance,1983,112,Winter,9616,3.5,Bravo! A remarkable and soul-stirring experience.,7,14,0,-0.16009413700665365,-0.7809692604920502,1.654133725078066,-0.6535699075525425,1
Eerie Echoes,2022,33,0,Post-Graduate,male,Employed,Horror,2018,112,Fall,9634,3.6,A heartfelt and beautifully crafted cinematic journey.,7,22,35,-0.7621575582282577,-0.7809692604920502,1.6604764582809715,-0.6535699075525425,1
Empire of Shadows,2009,80,0,Completed College,female,Employed,Action/Adventure,2017,108,Summer,9606,3.2,A mixed bag of emotions and storytelling.,7,9,34,1.8102952415367777,-1.1279895939699665,1.6506099844097852,-0.6535699075525425,1
Stellar Explorers,2011,26,2,Post-Graduate,female,Employed,Sci-Fi,2013,98,Fall,8106,3.3,"It didn't leave a lasting impression, but it wasn't painful to watch.",14,11,30,-1.1452888262783694,-1.9955404276647573,1.1220488841676597,0.7269338199271791,1
Frozen in Time,2021,41,0,Post-Graduate,male,Employed,Drama,1984,141,Winter,2736,3.4,An okay experience that didn't fully connect.,8,21,1,-0.3242932518852729,1.734928157222843,-0.7701998546991498,-0.45635508934115365,1
Whimsical Whispers,2011,52,1,Post-Graduate,male,Employed,Comedy,2020,113,Summer,6627,3.8,Absolutely fantastic film!,3,11,37,0.2777701693363311,-0.6942141771225712,0.6008876393289239,-1.4424291803980978,1
Unbreakable Bonds,2017,49,0,Post-Graduate,female,Employed,Romance,2015,121,Spring,6916,2.5,"Regret watching this, waste of time.",6,17,32,0.11357105445771182,-1.7351016673855377e-4,0.7027237446422401,-0.8507847257639313,0
Whispers in the Dark,2020,43,0,Post-Graduate,male,Employed,Horror,2020,130,Spring,2052,2.7,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,20,37,-0.21482717529952675,0.7806222401585731,-1.011223716409559,1.3185782745613455,0
Lost Horizon,2016,40,1,Post-Graduate,female,Employed,Drama,2018,111,Spring,2643,3.6,A cinematic triumph!,3,16,35,-0.379026290178146,-0.8677243438615293,-0.8029706429141615,-1.4424291803980978,1
Secret of the Ancients,2014,45,0,Post-Graduate,female,Employed,Action/Adventure,2020,115,Summer,9029,2.9,"It didn't live up to the hype, but it wasn't a total disappointment.",15,14,37,-0.10536109871378055,-0.520704010383613,1.447290147849981,0.9241486381385678,0
Galactic Odyssey,2015,34,0,Completed College,male,Employed,Sci-Fi,2010,113,Winter,3673,2.4,An uninspired mess that left me wondering why I bothered.,10,15,27,-0.7074245199353846,-0.6942141771225712,-0.44002535408123533,-0.06192545291837609,0
Fading Memories,2014,35,1,Post-Graduate,male,Employed,Drama,2001,133,Winter,1885,3.8,A work of pure genius.,5,14,18,-0.6526914816425115,1.0408874902670102,-1.070070185569849,-1.04799954397532,1
Endless Love,2020,63,0,Post-Graduate,male,Employed,Romance,2016,147,Spring,3185,3.5,Top-notch entertainment!,3,20,33,0.8798335905579351,2.2554586574397173,-0.6119838986933401,-1.4424291803980978,1
Whimsical Whispers,2006,75,0,Completed College,female,Retired,Comedy,2020,113,Summer,6627,4.1,A visual and emotional feast for the senses.,8,6,37,1.5366300500724122,-0.6942141771225712,0.6008876393289239,-0.45635508934115365,1
Frozen in Time,2007,26,2,Post-Graduate,female,Employed,Drama,1984,141,Winter,2736,2.8,A middle-of-the-road watch that left me feeling neutral.,11,7,1,-1.1452888262783694,1.734928157222843,-0.7701998546991498,0.1352893652930127,0
Love's Embrace,2014,44,0,Post-Graduate,male,Employed,Romance,1983,112,Winter,9616,3,A film that didn't fully engage me but had its moments.,12,14,0,-0.16009413700665365,-0.7809692604920502,1.654133725078066,0.3325041835044015,1
Eerie Echoes,2020,59,0,Completed College,male,Employed,Horror,2018,112,Fall,9634,2.7,"An absolute disaster. The plot had more holes than Swiss cheese, and the acting was painful to watch.",18,20,35,0.6609014373864428,-0.7809692604920502,1.6604764582809715,1.5157930927727343,0
Midnight Shadows,2005,51,1,Post-Graduate,female,Employed,Horror,1995,140,Summer,4464,3.5,A tale of courage and triumph that left me breathless.,10,5,12,0.22303713104345801,1.6481730738533638,-0.16129746722022112,-0.06192545291837609,1
Wanderlust,2022,75,0,Completed College,female,Unemployed,Other,1998,112,Summer,3716,2.4,"I wanted to walk out of the theater within the first fifteen minutes. The dialogue was cringe-worthy, and the story was nonsensical.",23,22,15,1.5366300500724122,-0.7809692604920502,-0.42487326920762775,2.5018671838296784,0
Beyond the Horizon,2015,33,0,Post-Graduate,female,Employed,Action/Adventure,2010,107,Spring,6820,2.1,A disaster from start to finish. Save yourself the agony.,10,15,27,-0.7621575582282577,-1.2147446773394455,0.668895834226744,-0.06192545291837609,0
Joyful Journeys,2014,36,0,Post-Graduate,male,Employed,Kids,2005,111,Spring,9030,2.4,"I expected more, but this movie left me utterly disappointed.",10,14,22,-0.5979584433496384,-0.8677243438615293,1.447642521916809,-0.06192545291837609,0
Legends Reborn,2012,55,0,Post-Graduate,female,Student,Action/Adventure,2008,116,Fall,5896,3,A film that didn't quite make a strong impression.,10,12,25,0.4419692842149504,-0.4339489270141339,0.3433021964775947,-0.06192545291837609,1
Enchanted Expeditions,2013,38,2,Post-Graduate,female,Employed,Action/Adventure,2017,109,Summer,1969,2.2,A complete waste of time that I deeply regret.,9,13,34,-0.4884923667638922,-1.0412345106004874,-1.04047076395629,-0.2591402711297649,0
Echoes of Eternity,2010,80,0,Post-Graduate,female,Retired,Drama,1998,126,Summer,7245,4.2,Top-notch entertainment!,3,10,15,1.8102952415367777,0.4336019066806568,0.8186548126286796,-1.4424291803980978,1
A Glimpse Through Time,2011,35,1,Post-Graduate,male,Employed,Other,1989,111,Fall,8842,3.2,A neutral watch that didn't evoke strong emotions.,9,11,6,-0.6526914816425115,-0.8677243438615293,1.3813961973531292,-0.2591402711297649,1
Eternal Sunshine,2017,52,0,Post-Graduate,female,Employed,Drama,2017,142,Summer,4603,3.3,An in-between film that didn't quite find its footing.,11,17,34,0.2777701693363311,1.821683240592322,-0.11231747193111749,0.1352893652930127,1
Enchanted Expeditions,2021,64,0,Completed College,male,Employed,Action/Adventure,2017,109,Summer,1969,2.5,"A cinematic catastrophe. The plot was a jumbled mess, and the characters were unlikable.",14,21,34,0.9345666288508082,-1.0412345106004874,-1.04047076395629,0.7269338199271791,0
Unbreakable Bonds,2004,24,0,Completed High School,female,Employed,Romance,2015,121,Spring,6916,2,I couldn't find a single redeeming quality in this mess.,11,4,32,-1.2547549028641154,-1.7351016673855377e-4,0.7027237446422401,0.1352893652930127,0
Realm of Illusions,2018,67,0,Completed College,male,Employed,Drama,2005,112,Summer,1520,2.9,A movie that had its moments but didn't resonate.,10,18,22,1.0987657437294276,-0.7809692604920502,-1.1986867199620994,-0.06192545291837609,0
Eternal Echoes,2012,18,0,Completed College,male,Unemployed,Drama,1992,136,Summer,7130,3.7,A true cinematic gem.,4,12,9,-1.5831531326213542,1.3011527403754475,0.77813179494345,-1.245214362186709,1
Under the Rainbow,2022,27,1,Post-Graduate,female,Employed,Kids,1996,122,Summer,530,2.5,An utterly forgettable and regrettable cinematic failure.,7,22,13,-1.0905557879854961,0.08658157320274051,-1.5475370461219025,-0.6535699075525425,0
Innocence Lost,2009,80,0,Completed College,male,Retired,Drama,2011,131,Summer,3260,3.3,An average watch that didn't leave a strong impression.,10,9,28,1.8102952415367777,0.8673773235280522,-0.5855558436812339,-0.06192545291837609,1
The Uncharted Journey,2011,66,0,Completed College,male,Employed,Action/Adventure,2007,112,Fall,3948,2.2,A movie that failed to deliver on any of its promises.,11,11,24,1.0440327054365544,-0.7809692604920502,-0.34312248570351234,0.1352893652930127,0
Chronicles of Destiny,2015,27,1,Completed College,female,Employed,Action/Adventure,2000,125,Fall,4695,2.8,"It wasn't remarkable, but it wasn't awful either.",10,15,17,-1.0905557879854961,0.3468468233111777,-0.0798990577829338,-0.06192545291837609,0
Whispers of Hope,2015,18,0,Post-Graduate,female,Employed,Drama,2018,120,Summer,389,3.1,A movie that didn't fully capture my attention.,9,15,35,-1.5831531326213542,-0.08692859353621762,-1.597221789544662,-0.2591402711297649,1
Tales of Tiny Explorers,2008,18,0,Completed College,female,Student,Kids,2002,118,Fall,4368,2.1,"Lousy acting, couldn't stand it.",6,8,19,-1.5831531326213542,-0.26043876027517576,-0.19512537763571716,-0.8507847257639313,0
Silly Adventures,2011,80,0,Completed High School,female,Retired,Comedy,2018,127,Summer,607,2.3,A lackluster effort that fell flat in every possible way.,10,11,35,1.8102952415367777,0.5203569900501359,-1.52040424297614,-0.06192545291837609,0
Echoes of Eternity,2017,72,0,Completed High School,female,Employed,Drama,1998,126,Summer,7245,3.7,A captivating masterpiece that left me speechless.,7,17,15,1.3724309351937929,0.4336019066806568,0.8186548126286796,-0.6535699075525425,1
Unseen Horizons,2013,29,1,Post-Graduate,male,Unemployed,Drama,2010,127,Summer,7985,4.4,Brilliant acting and direction.,4,13,27,-0.98108971139975,0.5203569900501359,1.0794116220814616,-1.245214362186709,1
Frozen in Time,2012,18,0,Completed College,female,Student,Drama,1984,141,Winter,2736,3,"It's a so-so movie, not great but not awful.",11,12,1,-1.5831531326213542,1.734928157222843,-0.7701998546991498,0.1352893652930127,1
Magic of Childhood,2020,80,0,Post-Graduate,male,Retired,Kids,2014,126,Winter,1036,2.6,"A cinematic catastrophe. The plot was a jumbled mess, and the characters were unlikable.",14,20,31,1.8102952415367777,0.4336019066806568,-1.369235768306892,0.7269338199271791,0
Fun Under the Sun,2013,63,0,Post-Graduate,female,Employed,Comedy,2019,123,Summer,7699,3,A middle-of-the-road outing that left me with mixed feelings.,12,13,36,0.8798335905579351,0.17333665657221958,0.9786326389686296,0.3325041835044015,1
Cursed Kingdom,2016,31,1,Completed College,female,Employed,Drama,2000,131,Summer,5101,4,"Wow, what a great film!",5,16,17,-0.8716236348140038,0.8673773235280522,0.06316481334926818,-1.04799954397532,1
Guardians of Destiny,2009,42,3,Completed College,female,Employed,Action/Adventure,2004,119,Winter,374,2.2,"A truly awful movie. The special effects were laughable, and the dialogue was cringe-worthy. Avoid at all costs.",19,9,21,-0.26956021359239984,-0.1736836769056967,-1.6025074005470834,1.713007910984123,0
The Mysterious Expedition,2022,76,0,Completed College,female,Retired,Action/Adventure,2016,145,Fall,5056,3.4,"It's a so-so movie, not great but not awful.",11,22,33,1.5913630883652854,2.0819484907007593,0.04730798034200442,0.1352893652930127,1
Quest for Glory,2014,65,0,Post-Graduate,male,Employed,Action/Adventure,2009,140,Spring,8533,3.3,"Not the best, but not the worst either.",8,14,26,0.9892996671436813,1.6481730738533638,1.2725126107032514,-0.45635508934115365,1
Fun Under the Sun,2014,22,0,Completed High School,female,Unemployed,Comedy,2019,123,Summer,7699,3.3,It's neither remarkable nor terrible.,6,14,36,-1.3642209794498616,0.17333665657221958,0.9786326389686296,-0.8507847257639313,1
Chronicles of Courage,2016,51,1,Post-Graduate,male,Employed,Action/Adventure,1995,132,Summer,1983,2.7,"I expected more from this film, but it failed to deliver. The pacing was off, and the ending was unsatisfying.",20,16,12,0.22303713104345801,0.9541324068975312,-1.0355375270206968,1.9102227291955118,0
The Last Crusade,2010,66,0,Completed College,female,Employed,Action/Adventure,2015,106,Winter,4492,2.4,"Total disaster, worst movie ever.",5,10,32,1.0440327054365544,-1.3014997607089247,-0.1514309933490348,-1.04799954397532,0
The Enigmatic Drama,2019,61,0,Completed College,female,Employed,Drama,2018,118,Summer,5690,3.2,"I can't say it's great, but it's not awful either.",13,19,35,0.7703675139721889,-0.26043876027517576,0.2707131387110095,0.5297190017157903,1
Romancing the Heart,2021,62,0,Post-Graduate,female,Unemployed,Romance,2016,113,Summer,9860,3.6,A cinematic triumph!,3,21,33,0.8251005522650621,-0.6942141771225712,1.7401129973841185,-1.4424291803980978,1
Rising Stars,2021,33,1,Post-Graduate,female,Unemployed,Drama,2000,112,Summer,2889,4,A symphony of emotions that left me deeply touched.,9,21,17,-0.7621575582282577,-0.7809692604920502,-0.716286622474453,-0.2591402711297649,1
Unbreakable Bonds,2022,57,1,Post-Graduate,male,Employed,Romance,2015,121,Spring,6916,2.8,"I was hoping for better, but it was decent enough.",10,22,32,0.5514353608006966,-1.7351016673855377e-4,0.7027237446422401,-0.06192545291837609,0
Stolen Memories,2021,80,0,Completed High School,male,Employed,Drama,2003,109,Summer,3004,3.1,A watchable experience that neither impressed nor disappointed.,8,21,20,1.8102952415367777,-1.0412345106004874,-0.6757636047892234,-0.45635508934115365,1
Romancing the Heart,2022,18,0,Completed College,female,Student,Romance,2016,113,Summer,9860,4.1,Epic storytelling at its best.,5,22,33,-1.5831531326213542,-0.6942141771225712,1.7401129973841185,-1.04799954397532,1
Laughter Therapy,2011,20,0,Completed College,male,Employed,Comedy,1996,143,Summer,2829,3.4,A so-so narrative that left me feeling indifferent.,9,11,13,-1.473687056035608,1.908438323961801,-0.737429066484138,-0.2591402711297649,1
Reflections of Reality,2021,75,0,Completed College,female,Retired,Other,2019,132,Summer,2599,3.5,An extraordinary journey that left me inspired.,7,21,36,1.5366300500724122,0.9541324068975312,-0.8184751018545973,-0.6535699075525425,1
Fading Memories,2022,80,0,Completed College,male,Retired,Drama,2001,133,Winter,1885,3.3,"It had its moments, but overall, it was just okay. I neither loved it nor hated it.",17,22,18,1.8102952415367777,1.0408874902670102,-1.070070185569849,1.3185782745613455,1
Empire of Shadows,2009,75,0,Completed High School,male,Retired,Action/Adventure,2017,108,Summer,9606,4,Movie perfection achieved.,3,9,34,1.5366300500724122,-1.1279895939699665,1.6506099844097852,-1.4424291803980978,1
Mystic Whispers,2013,66,0,Post-Graduate,female,Employed,Drama,2010,122,Summer,857,2.6,"This movie was a complete disaster. The plot was confusing, the acting was terrible, and it left me feeling unsatisfied.",20,13,27,1.0440327054365544,0.08658157320274051,-1.432310726269119,1.9102227291955118,0
Cosmic Adventures,2017,52,0,Post-Graduate,female,Employed,Sci-Fi,2012,119,Fall,8655,2.8,"It's neither here nor there, just an average movie.",10,17,29,0.2777701693363311,-0.1736836769056967,1.3155022468562776,-0.06192545291837609,0
Visions of Valor,2020,45,1,Completed College,female,Retired,Action/Adventure,1987,120,Fall,2574,2.7,"I couldn't stand this film. The characters were unlikable, the story was dull, and it left me feeling disappointed.",20,20,4,-0.10536109871378055,-0.08692859353621762,-0.8272844535252993,1.9102227291955118,0
Whispers of Fate,2021,70,0,Post-Graduate,female,Retired,Drama,2009,102,Fall,8887,3.3,A film that had its moments but didn't fully resonate.,11,21,26,1.2629648586080469,-1.648520094186841,1.397253030360393,0.1352893652930127,1
Tales of Tiny Explorers,2010,18,0,Completed College,male,Student,Kids,2002,118,Fall,4368,2.8,A middle-of-the-road narrative that lacked depth.,9,10,19,-1.5831531326213542,-0.26043876027517576,-0.19512537763571716,-0.2591402711297649,0
Laughing Waters,2013,79,0,Completed High School,male,Retired,Comedy,2006,126,Spring,768,2.3,A trainwreck of a film that I wish I hadn't seen.,12,13,23,1.7555622032439047,0.4336019066806568,-1.4636720182168184,0.3325041835044015,0
Shadowed Past,2011,42,0,Post-Graduate,female,Employed,Drama,2017,103,Summer,4038,2.5,"Lousy acting, couldn't stand it.",6,11,34,-0.26956021359239984,-1.561765010817362,-0.31140881968898476,-0.8507847257639313,0
Journey to the Unknown,2022,74,0,Completed High School,female,Employed,Action/Adventure,2000,107,Summer,2537,2.8,"There are parts I liked, but overall, it's average.",10,22,17,1.4818970117795391,-1.2147446773394455,-0.8403222939979385,-0.06192545291837609,0
Clash of Titans,2020,39,0,Post-Graduate,male,Employed,Action/Adventure,2015,118,Summer,3638,3.2,A middle-of-the-road experience with its ups and downs.,11,20,32,-0.4337593284710191,-0.26043876027517576,-0.4523584464202183,0.1352893652930127,1
The Last Crusade,2018,80,0,Post-Graduate,male,Retired,Action/Adventure,2015,106,Winter,4492,2.6,A movie that failed to deliver on its promises. Avoid at all costs.,13,18,32,1.8102952415367777,-1.3014997607089247,-0.1514309933490348,0.5297190017157903,0
Eternal Love,2019,44,0,Post-Graduate,female,Employed,Romance,2014,108,Fall,997,2.2,"I had high hopes for this movie, but it let me down in every way. The acting was wooden, and the plot was a mess.",25,19,31,-0.16009413700665365,-1.1279895939699665,-1.3829783569131873,2.8962968202524557,0
Enchanted Darkness,2009,36,1,Completed High School,female,Employed,Horror,2009,139,Summer,7361,3.2,"It didn't live up to the hype, but it wasn't a total disappointment.",15,9,26,-0.5979584433496384,1.5614179904838847,0.8595302043807374,0.9241486381385678,1
Guardians of Destiny,2021,59,0,Completed College,male,Employed,Action/Adventure,2004,119,Winter,374,2.1,"I expected more, but this movie left me utterly disappointed.",10,21,21,0.6609014373864428,-0.1736836769056967,-1.6025074005470834,-0.06192545291837609,0
Whispers of Hope,2019,34,1,Completed High School,female,Employed,Drama,2018,120,Summer,389,3.5,An extraordinary journey that left me inspired.,7,19,35,-0.7074245199353846,-0.08692859353621762,-1.597221789544662,-0.6535699075525425,1
Cosmic Adventures,2022,48,2,Completed College,female,Employed,Sci-Fi,2012,119,Fall,8655,2.9,An okay watch with some redeeming qualities.,7,22,29,0.05883801616483873,-0.1736836769056967,1.3155022468562776,-0.6535699075525425,0
Beyond the Stars,2008,77,0,Completed High School,female,Employed,Sci-Fi,1997,133,Summer,3305,2.7,A film that lacked direction and substance. Avoid at all costs.,11,8,14,1.6460961266581584,1.0408874902670102,-0.5696990106739701,0.1352893652930127,0
Echoes of Eternity,2010,18,0,Post-Graduate,male,Student,Drama,1998,126,Summer,7245,4.5,A cinematic masterpiece.,3,10,15,-1.5831531326213542,0.4336019066806568,0.8186548126286796,-1.4424291803980978,1
Whispers of Hope,2005,28,1,Post-Graduate,male,Employed,Drama,2018,120,Summer,389,3.6,Mesmerizing and thought-provoking. A true masterpiece.,7,5,35,-1.0358227496926231,-0.08692859353621762,-1.597221789544662,-0.6535699075525425,1
Whispers of Fate,2015,48,1,Post-Graduate,male,Employed,Drama,2009,102,Fall,8887,3.6,An instant classic that will be cherished for years.,9,15,26,0.05883801616483873,-1.648520094186841,1.397253030360393,-0.2591402711297649,1
Legends Reborn,2021,80,0,Completed College,female,Employed,Action/Adventure,2008,116,Fall,5896,2.2,A movie that left me uninterested and thoroughly unmoved.,9,21,25,1.8102952415367777,-0.4339489270141339,0.3433021964775947,-0.2591402711297649,0
Beyond Boundaries,2007,62,0,Post-Graduate,female,Employed,Other,2018,114,Fall,8184,2.6,Disappointing movie.,2,7,35,0.8251005522650621,-0.607459093753092,1.1495340613802503,-1.6396439986094864,0
Chronicles of Destiny,2021,31,0,Completed High School,female,Employed,Action/Adventure,2000,125,Fall,4695,1.7,"Complete letdown, don't bother.",5,21,17,-0.8716236348140038,0.3468468233111777,-0.0798990577829338,-1.04799954397532,0
Epic Discovery,2016,51,1,Post-Graduate,male,Employed,Action/Adventure,1994,130,Fall,7677,3,"I can't say I loved it, but I didn't hate it either.",14,16,11,0.22303713104345801,0.7806222401585731,0.9708804094984118,0.7269338199271791,1
Under the Rainbow,2021,53,0,Completed High School,female,Employed,Kids,1996,122,Summer,530,1.9,"One of the worst movies I've ever seen. It was painful to sit through. The plot was nonsensical, and the acting was atrocious.",24,21,13,0.3325032076292042,0.08658157320274051,-1.5475370461219025,2.699082002041067,0
Chronicles of Destiny,2003,43,0,Completed College,male,Employed,Action/Adventure,2000,125,Fall,4695,1.7,I couldn't connect with the story or characters at all.,11,3,17,-0.21482717529952675,0.3468468233111777,-0.0798990577829338,0.1352893652930127,0
Reflections of Reality,2013,47,1,Completed College,male,Retired,Other,2019,132,Summer,2599,2.9,"It had potential, but it didn't fully deliver.",9,13,36,0.004104977871965638,0.9541324068975312,-0.8184751018545973,-0.2591402711297649,0
Crazy Antics,2020,25,0,Post-Graduate,male,Unemployed,Comedy,1992,131,Winter,6745,3.2,A film that didn't leave a lasting mark.,9,20,9,-1.2000218645712424,0.8673773235280522,0.6424677792146377,-0.2591402711297649,1
Love in the Air,2011,52,2,Completed College,female,Employed,Romance,2018,130,Summer,6969,3.4,A movie that left me feeling indifferent.,7,11,35,0.2777701693363311,0.7806222401585731,0.7213995701841285,-0.6535699075525425,1
Lost Treasures,2018,25,1,Completed High School,female,Employed,Action/Adventure,2009,144,Spring,4040,3.3,A film that didn't quite make a strong impression.,10,18,26,-1.2000218645712424,1.99519340733128,-0.31070407155532864,-0.06192545291837609,1
Cursed Kingdom,2009,65,0,Post-Graduate,male,Employed,Drama,2000,131,Summer,5101,3.1,"It didn't exceed my expectations, but it wasn't bad.",11,9,17,0.9892996671436813,0.8673773235280522,0.06316481334926818,0.1352893652930127,1
Eternal Sunshine,2021,21,0,Post-Graduate,male,Unemployed,Drama,2017,142,Summer,4603,3.9,A stunning testament to the power of cinema.,8,21,34,-1.4189540177427349,1.821683240592322,-0.11231747193111749,-0.45635508934115365,1
Eternal Echoes,2008,65,0,Completed College,male,Unemployed,Drama,1992,136,Summer,7130,3.7,A work of art that transcends the ordinary.,8,8,9,0.9892996671436813,1.3011527403754475,0.77813179494345,-0.45635508934115365,1
Journey to the Unknown,2008,71,0,Completed College,female,Retired,Action/Adventure,2000,107,Summer,2537,2.6,A lackluster attempt that fell short in every way.,9,8,17,1.3176978969009199,-1.2147446773394455,-0.8403222939979385,-0.2591402711297649,0
Legends Unleashed,2010,69,0,Completed College,male,Employed,Action/Adventure,2009,127,Summer,4095,3,A passable movie that didn't leave a strong impression.,10,10,26,1.2082318203151736,0.5203569900501359,-0.291323497879784,-0.06192545291837609,1
Hilarity Unleashed,2016,80,0,Post-Graduate,male,Retired,Comedy,2019,121,Fall,7590,3.9,Impressed by every aspect.,4,16,36,1.8102952415367777,-1.7351016673855377e-4,0.9402238656843684,-1.245214362186709,1
Echoes of Eternity,2011,18,1,Completed College,male,Student,Drama,1998,126,Summer,7245,4.1,Filled with wonder and moments of sheer brilliance.,8,11,15,-1.5831531326213542,0.4336019066806568,0.8186548126286796,-0.45635508934115365,1
Legends of Winter,2007,30,1,Completed College,male,Employed,Drama,2006,108,Fall,2617,3,"It had potential, but it didn't fully deliver.",9,7,23,-0.926356673106877,-1.1279895939699665,-0.8121323686516917,-0.2591402711297649,1
Whispers of Hope,2016,18,0,Post-Graduate,female,Employed,Drama,2018,120,Summer,389,3.1,A film that lacked the depth I was hoping for.,10,16,35,-1.5831531326213542,-0.08692859353621762,-1.597221789544662,-0.06192545291837609,1
Quest for the Crystal,2018,46,1,Post-Graduate,male,Employed,Action/Adventure,1996,109,Summer,3611,3.4,A watchable effort that didn't quite stand out.,9,18,13,-0.05062806042090746,-1.0412345106004874,-0.4618725462245765,-0.2591402711297649,1
The Last Crusade,2021,20,0,Completed College,male,Employed,Action/Adventure,2015,106,Winter,4492,2.3,"I can't believe I wasted money on a ticket to see this. The characters were one-dimensional, and the story was dull and uninspired.",25,21,32,-1.473687056035608,-1.3014997607089247,-0.1514309933490348,2.8962968202524557,0
Giggles and Grins,2009,51,0,Post-Graduate,female,Employed,Comedy,2012,110,Winter,9926,3.5,"This movie was a delightful surprise! The characters were endearing, and the storyline was heartwarming. It's the perfect feel-good film for a summer evening.",26,9,29,0.22303713104345801,-0.9544794272310083,1.763369685794772,3.093511638463845,1
Forgotten Realms,2020,44,1,Post-Graduate,female,Employed,Drama,2013,129,Summer,3337,3.6,A true gem of cinema.,5,20,30,-0.16009413700665365,0.693867156789094,-0.5584230405354714,-1.04799954397532,1
The Mysterious Expedition,2006,18,0,Completed College,male,Employed,Action/Adventure,2016,145,Fall,5056,3.4,A lukewarm experience that neither wowed nor disappointed.,8,6,33,-1.5831531326213542,2.0819484907007593,0.04730798034200442,-0.45635508934115365,1
Wonderland Adventures,2014,54,0,Completed College,female,Unemployed,Kids,2012,98,Spring,2160,2.5,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,14,29,0.3872362459220773,-1.9955404276647573,-0.9731673171921259,1.3185782745613455,0
Tales of Tiny Explorers,2021,71,0,Completed College,male,Employed,Kids,2002,118,Fall,4368,2.3,"I expected more from this movie, but it was a letdown. The story was predictable, and the acting was mediocre.",20,21,19,1.3176978969009199,-0.26043876027517576,-0.19512537763571716,1.9102227291955118,0
Rise of the Phoenix,2006,32,1,Completed College,male,Employed,Action/Adventure,2006,126,Winter,6613,2.2,An uninspired mess that left me utterly unimpressed.,8,6,23,-0.8168905965211307,0.4336019066806568,0.5959544023933308,-0.45635508934115365,0
Requiem for a Dream,2021,18,0,Completed College,female,Student,Drama,2008,128,Winter,3517,4.4,I was hooked from the first scene. The suspense and excitement never let up. A must-see thriller!,18,21,25,-1.5831531326213542,0.6071120734196149,-0.4949957085064164,1.5157930927727343,1
Lost Treasures,2006,69,0,Completed High School,female,Employed,Action/Adventure,2009,144,Spring,4040,2.5,"Complete letdown, don't bother.",5,6,26,1.2082318203151736,1.99519340733128,-0.31070407155532864,-1.04799954397532,0
Shattered Reflections,2014,50,0,Completed College,male,Employed,Drama,2017,125,Spring,2500,3.7,A masterpiece of cinema.,4,14,34,0.16830409275058492,0.3468468233111777,-0.8533601344705775,-1.245214362186709,1
The Last Crusade,2022,75,0,Completed College,male,Retired,Action/Adventure,2015,106,Winter,4492,2.3,"I wouldn't recommend this movie to anyone. It was boring, poorly acted, and had a terrible script.",18,22,32,1.5366300500724122,-1.3014997607089247,-0.1514309933490348,1.5157930927727343,0
Beneath the Surface,2018,33,1,Post-Graduate,male,Employed,Drama,2011,105,Fall,9202,3.8,"An absolute joy to watch. The humor is spot-on, and the characters are lovable.",15,18,28,-0.7621575582282577,-1.3882548440784037,1.5082508614112393,0.9241486381385678,1
Midnight Whispers,2020,29,0,Completed High School,female,Employed,Drama,2012,115,Summer,9341,3.8,Exceptional storytelling.,2,20,29,-0.98108971139975,-0.520704010383613,1.557230856700343,-1.6396439986094864,1
Stellar Explorers,2015,67,0,Completed High School,female,Employed,Sci-Fi,2013,98,Fall,8106,2.6,"I can't believe I sat through this garbage. The story was nonsensical, and the characters were poorly developed.",19,15,30,1.0987657437294276,-1.9955404276647573,1.1220488841676597,1.713007910984123,0
Shadowed Past,2007,75,0,Completed College,male,Retired,Drama,2017,103,Summer,4038,3.2,"There are parts I liked, but overall, it's average.",10,7,34,1.5366300500724122,-1.561765010817362,-0.31140881968898476,-0.06192545291837609,1
Whispers of Hope,2016,20,0,Completed High School,female,Student,Drama,2018,120,Summer,389,3.6,A mesmerizing and emotionally resonant triumph.,6,16,35,-1.473687056035608,-0.08692859353621762,-1.597221789544662,-0.8507847257639313,1
Quest for the Crystal,2021,57,0,Post-Graduate,male,Retired,Action/Adventure,1996,109,Summer,3611,2.8,"It's a film that falls in between. Not remarkable, not terrible.",12,21,13,0.5514353608006966,-1.0412345106004874,-0.4618725462245765,0.3325041835044015,0
Clash of Titans,2019,56,0,Post-Graduate,female,Employed,Action/Adventure,2015,118,Summer,3638,2.4,"Horrible film, avoid at all costs.",6,19,32,0.4967023225078235,-0.26043876027517576,-0.4523584464202183,-0.8507847257639313,0
Broken Promises,2022,51,0,Post-Graduate,female,Employed,Drama,2008,125,Fall,5560,2.8,An average experience that didn't leave a strong mark.,10,22,25,0.22303713104345801,0.3468468233111777,0.2249045100233586,-0.06192545291837609,0
Laughter Therapy,2021,49,1,Completed College,female,Unemployed,Comedy,1996,143,Summer,2829,3.9,A true gem that will leave you touched and inspired.,10,21,13,0.11357105445771182,1.908438323961801,-0.737429066484138,-0.06192545291837609,1
Crazy Antics,2013,34,0,Post-Graduate,male,Employed,Comedy,1992,131,Winter,6745,2.6,A cinematic disaster that I wish I hadn't endured.,10,13,9,-0.7074245199353846,0.8673773235280522,0.6424677792146377,-0.06192545291837609,0
Unseen Horizons,2021,35,2,Completed College,female,Employed,Drama,2010,127,Summer,7985,4.4,A captivating masterpiece that left me speechless.,7,21,27,-0.6526914816425115,0.5203569900501359,1.0794116220814616,-0.6535699075525425,1
Forgotten Realms,2006,18,0,Completed High School,female,Student,Drama,2013,129,Summer,3337,4.1,A triumph of storytelling and visual splendor.,7,6,30,-1.5831531326213542,0.693867156789094,-0.5584230405354714,-0.6535699075525425,1
Laughter Therapy,2022,80,0,Post-Graduate,female,Retired,Comedy,1996,143,Summer,2829,4,Exceeds all expectations.,3,22,13,1.8102952415367777,1.908438323961801,-0.737429066484138,-1.4424291803980978,1
Quest for Imagination,2005,71,0,Completed College,male,Retired,Kids,2005,122,Summer,3131,1.7,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I couldn't wait for it to be over.",21,5,22,1.3176978969009199,0.08658157320274051,-0.6310120983020567,2.1074375474069007,0
Reflections of Reality,2017,50,0,Completed College,male,Employed,Other,2019,132,Summer,2599,3,"Some moments were good, others not so much.",8,17,36,0.16830409275058492,0.9541324068975312,-0.8184751018545973,-0.45635508934115365,1
Rising Stars,2013,67,0,Completed College,male,Employed,Drama,2000,112,Summer,2889,2.6,An agonizing viewing experience that I wish I hadn't endured.,11,13,17,1.0987657437294276,-0.7809692604920502,-0.716286622474453,0.1352893652930127,0
Visions of Valor,2013,35,1,Post-Graduate,male,Employed,Action/Adventure,1987,120,Fall,2574,2.6,This film was so bad it's almost impressive. I can't think of a single redeeming quality.,18,13,4,-0.6526914816425115,-0.08692859353621762,-0.8272844535252993,1.5157930927727343,0
Endless Love,2012,56,0,Completed College,male,Employed,Romance,2016,147,Spring,3185,2.2,A film that failed to capture my attention or interest.,10,12,33,0.4967023225078235,2.2554586574397173,-0.6119838986933401,-0.06192545291837609,0
Beyond the Horizon,2009,41,1,Completed College,female,Employed,Action/Adventure,2010,107,Spring,6820,2.8,"It had its moments, but overall, it was just okay. I neither loved it nor hated it.",17,9,27,-0.3242932518852729,-1.2147446773394455,0.668895834226744,1.3185782745613455,0
Hilarity Unleashed,2013,53,1,Completed High School,female,Employed,Comedy,2019,121,Fall,7590,3.7,Perfectly executed drama.,3,13,36,0.3325032076292042,-1.7351016673855377e-4,0.9402238656843684,-1.4424291803980978,1
Midnight Shadows,2020,49,0,Post-Graduate,female,Employed,Horror,1995,140,Summer,4464,3.2,"It was alright, but I've seen better.",8,20,12,0.11357105445771182,1.6481730738533638,-0.16129746722022112,-0.45635508934115365,1
Quest for Imagination,2017,34,0,Completed High School,female,Employed,Kids,2005,122,Summer,3131,2.6,"I couldn't wait for this movie to end. It was painful to watch, and I couldn't care less about the characters.",23,17,22,-0.7074245199353846,0.08658157320274051,-0.6310120983020567,2.5018671838296784,0
Echoes of Valor,2012,61,0,Completed College,male,Employed,Action/Adventure,2020,114,Winter,5527,2.5,A total disappointment that I deeply regret watching.,8,12,37,0.7703675139721889,-0.607459093753092,0.21327616581803183,-0.45635508934115365,0
Odyssey of Hope,2022,63,0,Completed High School,male,Employed,Action/Adventure,2019,111,Summer,9797,3.5,Wonderfully done!,2,22,36,0.8798335905579351,-0.8677243438615293,1.7179134311739492,-1.6396439986094864,1
The Last Crusade,2022,32,0,Post-Graduate,male,Employed,Action/Adventure,2015,106,Winter,4492,3,"I was hoping for better, but it was decent enough.",10,22,32,-0.8168905965211307,-1.3014997607089247,-0.1514309933490348,-0.06192545291837609,1
Shattered Illusions,2012,35,1,Completed High School,male,Employed,Drama,2013,98,Fall,8485,4.1,A true gem of cinema.,5,12,30,-0.6526914816425115,-1.9955404276647573,1.2555986554955034,-1.04799954397532,1
Dark Descent,2019,54,2,Post-Graduate,female,Employed,Horror,2015,111,Spring,2185,2.4,A film that fell short in every aspect. Disheartening.,9,19,32,0.3872362459220773,-0.8677243438615293,-0.9643579655214238,-0.2591402711297649,0
Mystic Shadows,2019,22,0,Completed High School,female,Student,Drama,2010,120,Summer,1455,3.2,Meh. It was neither great nor terrible. I had mixed feelings about this one.,14,19,27,-1.3642209794498616,-0.08692859353621762,-1.2215910343059249,0.7269338199271791,1
Odyssey of Hope,2014,48,1,Post-Graduate,male,Employed,Action/Adventure,2019,111,Summer,9797,3.6,Cinematic excellence shines.,3,14,36,0.05883801616483873,-0.8677243438615293,1.7179134311739492,-1.4424291803980978,1
Under the Rainbow,2010,34,0,Completed High School,female,Employed,Kids,1996,122,Summer,530,2.2,A film that lacked any semblance of coherence or quality.,10,10,13,-0.7074245199353846,0.08658157320274051,-1.5475370461219025,-0.06192545291837609,0
Guardians of Destiny,2022,27,1,Post-Graduate,female,Employed,Action/Adventure,2004,119,Winter,374,1.1,"I expected more from this movie, but it was a letdown. The story was predictable, and the acting was mediocre.",20,22,21,-1.0905557879854961,-0.1736836769056967,-1.6025074005470834,1.9102227291955118,0
The Hilarious Movie,2020,29,0,Completed High School,female,Employed,Comedy,2014,126,Winter,1399,2.9,A film with its share of highs and lows.,9,20,31,-0.98108971139975,0.4336019066806568,-1.2413239820482977,-0.2591402711297649,0
Realm of Illusions,2013,18,0,Completed College,male,Student,Drama,2005,112,Summer,1520,3.5,Exceptional storytelling that had me hooked.,6,13,22,-1.5831531326213542,-0.7809692604920502,-1.1986867199620994,-0.8507847257639313,1
Reflections of Reality,2022,32,1,Post-Graduate,male,Employed,Other,2019,132,Summer,2599,2.1,A film that lacked direction and substance. Avoid at all costs.,11,22,36,-0.8168905965211307,0.9541324068975312,-0.8184751018545973,0.1352893652930127,0
In Search of Truth,2019,40,0,Post-Graduate,female,Employed,Other,2007,112,Summer,6040,2.9,A middle-of-the-road movie. It didn't stand out in any way.,14,19,24,-0.379026290178146,-0.7809692604920502,0.39404406210083875,0.7269338199271791,0
The Adventurous Quest,2009,62,0,Post-Graduate,female,Employed,Action/Adventure,2011,108,Summer,9822,3.2,A passable movie that didn't leave a strong impression.,10,9,28,0.8251005522650621,-1.1279895939699665,1.7267227828446512,-0.06192545291837609,1
Raiders of the Unknown,2020,24,0,Completed College,male,Unemployed,Action/Adventure,2018,121,Summer,6957,3.6,A work of pure genius.,5,20,35,-1.2547549028641154,-1.7351016673855377e-4,0.7171710813821915,-1.04799954397532,1
Midnight Shadows,2016,76,0,Post-Graduate,male,Retired,Horror,1995,140,Summer,4464,3.2,A movie that didn't quite make a lasting impression.,10,16,12,1.5913630883652854,1.6481730738533638,-0.16129746722022112,-0.06192545291837609,1
Frozen in Time,2021,57,0,Post-Graduate,female,Employed,Drama,1984,141,Winter,2736,2.6,A film that failed to capture my attention or interest.,10,21,1,0.5514353608006966,1.734928157222843,-0.7701998546991498,-0.06192545291837609,0
A Glimpse Through Time,2000,30,0,Post-Graduate,female,Employed,Other,1989,111,Fall,8842,2,"I had high hopes for this film, but it was a letdown. The characters were one-dimensional, and the story was a mess.",23,0,6,-0.926356673106877,-0.8677243438615293,1.3813961973531292,2.5018671838296784,0
Shattered Illusions,2017,80,0,Completed High School,female,Employed,Drama,2013,98,Fall,8485,2.7,"I found this movie to be utterly disappointing, with a plot that made no sense, and characters I couldn't care less about. Avoid it.",25,17,30,1.8102952415367777,-1.9955404276647573,1.2555986554955034,2.8962968202524557,0
Beyond Boundaries,2011,18,0,Completed High School,male,Employed,Other,2018,114,Fall,8184,2.9,"It didn't wow me, but it was watchable.",9,11,35,-1.5831531326213542,-0.607459093753092,1.1495340613802503,-0.2591402711297649,0
Hilarity Unleashed,2015,70,0,Post-Graduate,female,Retired,Comedy,2019,121,Fall,7590,3.2,"It's neither here nor there, just an average movie.",10,15,36,1.2629648586080469,-1.7351016673855377e-4,0.9402238656843684,-0.06192545291837609,1
Adventures of the Little Ones,2010,19,0,Completed College,male,Employed,Kids,1997,124,Summer,8607,2.4,An uninspired mess that left me utterly unimpressed.,8,10,14,-1.528420094328481,0.26009173994169865,1.2985882916485296,-0.45635508934115365,0
The Hilarious Movie,2014,58,0,Post-Graduate,female,Employed,Comedy,2014,126,Winter,1399,3,An average journey that didn't fully engage me.,9,14,31,0.6061683990935697,0.4336019066806568,-1.2413239820482977,-0.2591402711297649,1
A Glimpse Through Time,2012,47,1,Completed High School,male,Employed,Other,1989,111,Fall,8842,2.8,"I can't say it's great, but it's not awful either.",13,12,6,0.004104977871965638,-0.8677243438615293,1.3813961973531292,0.5297190017157903,0
Whispers of Fate,2021,33,1,Completed High School,male,Employed,Drama,2009,102,Fall,8887,3.7,"An absolute joy to watch, full of heart and soul.",10,21,26,-0.7621575582282577,-1.648520094186841,1.397253030360393,-0.06192545291837609,1
Quest for Glory,2020,27,3,Post-Graduate,male,Employed,Action/Adventure,2009,140,Spring,8533,3.6,Instant classic material.,3,20,26,-1.0905557879854961,1.6481730738533638,1.2725126107032514,-1.4424291803980978,1
Legends of Winter,2020,50,2,Post-Graduate,female,Employed,Drama,2006,108,Fall,2617,3.7,Deserves all the praise.,4,20,23,0.16830409275058492,-1.1279895939699665,-0.8121323686516917,-1.245214362186709,1
Empire of Shadows,2019,45,1,Completed College,male,Employed,Action/Adventure,2017,108,Summer,9606,3.4,A film that neither impressed nor disappointed me.,8,19,34,-0.10536109871378055,-1.1279895939699665,1.6506099844097852,-0.45635508934115365,1
Reflections of Reality,2020,56,0,Completed College,female,Employed,Other,2019,132,Summer,2599,3.2,A narrative that hovered in mediocrity without standing out.,9,20,36,0.4967023225078235,0.9541324068975312,-0.8184751018545973,-0.2591402711297649,1
Wanderlust,2010,57,0,Post-Graduate,female,Employed,Other,1998,112,Summer,3716,2.2,An uninspired mess that left me wondering why it was made.,11,10,15,0.5514353608006966,-0.7809692604920502,-0.42487326920762775,0.1352893652930127,0
Requiem for a Dream,2013,73,0,Post-Graduate,female,Retired,Drama,2008,128,Winter,3517,3.2,A movie that hovered in the middle ground for me.,10,13,25,1.4271639734866661,0.6071120734196149,-0.4949957085064164,-0.06192545291837609,1
Realm of Legends,2010,76,0,Post-Graduate,female,Employed,Action/Adventure,1996,116,Summer,7968,3,"There are parts I liked, but overall, it's average.",10,10,13,1.5913630883652854,-0.4339489270141339,1.073421262945384,-0.06192545291837609,1
The Last Crusade,2013,24,0,Post-Graduate,female,Student,Action/Adventure,2015,106,Winter,4492,2.4,A misfire that lacked direction and purpose. Avoid at all costs.,11,13,32,-1.2547549028641154,-1.3014997607089247,-0.1514309933490348,0.1352893652930127,0
Futuristic Frontiers,2013,77,0,Completed High School,male,Retired,Sci-Fi,1988,120,Winter,2755,1.6,Terrible film.,2,13,5,1.6460961266581584,-0.08692859353621762,-0.7635047474294162,-1.6396439986094864,0
Whispers of Fate,2004,43,0,Post-Graduate,male,Employed,Drama,2009,102,Fall,8887,3.2,"It was alright, but I've seen better.",8,4,26,-0.21482717529952675,-1.648520094186841,1.397253030360393,-0.45635508934115365,1
Enchanted Expeditions,2021,54,0,Completed College,female,Retired,Action/Adventure,2017,109,Summer,1969,2.8,A lukewarm experience that neither wowed nor disappointed.,8,21,34,0.3872362459220773,-1.0412345106004874,-1.04047076395629,-0.45635508934115365,0
Eternal Echoes,2012,51,0,Post-Graduate,female,Employed,Drama,1992,136,Summer,7130,4,A heartfelt and inspiring journey worth taking.,7,12,9,0.22303713104345801,1.3011527403754475,0.77813179494345,-0.6535699075525425,1
Legends of Winter,2006,47,1,Completed College,male,Employed,Drama,2006,108,Fall,2617,2.6,A lackluster attempt that left me bored and uninspired.,9,6,23,0.004104977871965638,-1.1279895939699665,-0.8121323686516917,-0.2591402711297649,0
Beneath the Surface,2020,35,1,Completed College,male,Employed,Drama,2011,105,Fall,9202,4.1,A journey worth taking.,4,20,28,-0.6526914816425115,-1.3882548440784037,1.5082508614112393,-1.245214362186709,1
Mystic Shadows,2022,37,0,Post-Graduate,male,Unemployed,Drama,2010,120,Summer,1455,3.2,"It's an average movie, nothing to rave about.",9,22,27,-0.5432254050567653,-0.08692859353621762,-1.2215910343059249,-0.2591402711297649,1
Visions of Valor,2020,76,0,Post-Graduate,female,Retired,Action/Adventure,1987,120,Fall,2574,1.8,"I've never been so disappointed by a film. The acting was subpar, and the story was a snooze fest.",20,20,4,1.5913630883652854,-0.08692859353621762,-0.8272844535252993,1.9102227291955118,0
Joyful Journeys,2019,80,0,Post-Graduate,male,Employed,Kids,2005,111,Spring,9030,3.3,"It's an average movie, nothing to rave about.",9,19,22,1.8102952415367777,-0.8677243438615293,1.447642521916809,-0.2591402711297649,1
Eerie Echoes,2006,66,0,Post-Graduate,male,Employed,Horror,2018,112,Fall,9634,2.4,A film that lacked any semblance of quality or coherence.,10,6,35,1.0440327054365544,-0.7809692604920502,1.6604764582809715,-0.06192545291837609,0
Legends of Winter,2003,65,0,Post-Graduate,female,Employed,Drama,2006,108,Fall,2617,2.7,"This film was a disaster. The script felt like it was written by a five-year-old, and the acting was equally amateurish.",23,3,23,0.9892996671436813,-1.1279895939699665,-0.8121323686516917,2.5018671838296784,0
Love's Embrace,2018,43,1,Completed High School,male,Employed,Romance,1983,112,Winter,9616,3.2,"I can't say I loved it, but I didn't hate it either.",14,18,0,-0.21482717529952675,-0.7809692604920502,1.654133725078066,0.7269338199271791,1
Quest for the Crystal,2014,22,0,Post-Graduate,male,Student,Action/Adventure,1996,109,Summer,3611,2.3,"I expected more, but this movie left me thoroughly disappointed.",10,14,13,-1.3642209794498616,-1.0412345106004874,-0.4618725462245765,-0.06192545291837609,0
Legends Unleashed,2009,47,1,Post-Graduate,female,Employed,Action/Adventure,2009,127,Summer,4095,3.4,A film that didn't fully engage me but had its moments.,12,9,26,0.004104977871965638,0.5203569900501359,-0.291323497879784,0.3325041835044015,1
Beyond the Stars,2010,47,1,Post-Graduate,male,Employed,Sci-Fi,1997,133,Summer,3305,3.2,"A decent movie, but it didn't quite meet my expectations. Some parts were enjoyable.",15,10,14,0.004104977871965638,1.0408874902670102,-0.5696990106739701,0.9241486381385678,1
The Hilarious Movie,2013,48,0,Completed College,male,Employed,Comedy,2014,126,Winter,1399,2.2,A movie that failed to deliver on its promises. Avoid at all costs.,13,13,31,0.05883801616483873,0.4336019066806568,-1.2413239820482977,0.5297190017157903,0
Odyssey of Legends,2014,45,0,Post-Graduate,female,Employed,Action/Adventure,2011,117,Fall,7179,2.2,A film that left me bewildered and completely unimpressed.,9,14,28,-0.10536109871378055,-0.34719384364465483,0.7953981242180261,-0.2591402711297649,0
Wanderlust,2010,73,0,Completed College,male,Retired,Other,1998,112,Summer,3716,2.6,Awful plot.,2,10,15,1.4271639734866661,-0.7809692604920502,-0.42487326920762775,-1.6396439986094864,0
Hilarity Unleashed,2021,77,0,Completed High School,female,Unemployed,Comedy,2019,121,Fall,7590,3.7,I was hooked from the first scene. The suspense and excitement never let up. A must-see thriller!,18,21,36,1.6460961266581584,-1.7351016673855377e-4,0.9402238656843684,1.5157930927727343,1
Legends of Winter,2019,65,0,Post-Graduate,female,Employed,Drama,2006,108,Fall,2617,2.9,A decent attempt that fell short of my expectations.,9,19,23,0.9892996671436813,-1.1279895939699665,-0.8121323686516917,-0.2591402711297649,0
Legends Unleashed,2020,30,1,Completed High School,female,Employed,Action/Adventure,2009,127,Summer,4095,2.7,An uninspired and forgettable mess that isn't worth your time.,11,20,26,-0.926356673106877,0.5203569900501359,-0.291323497879784,0.1352893652930127,0
Midnight Whispers,2021,48,3,Completed College,male,Employed,Drama,2012,115,Summer,9341,4.5,Cinematic excellence shines.,3,21,29,0.05883801616483873,-0.520704010383613,1.557230856700343,-1.4424291803980978,1
Whispers of Fate,2016,75,0,Post-Graduate,male,Retired,Drama,2009,102,Fall,8887,3.5,Overflowing with beauty and heartfelt sincerity.,6,16,26,1.5366300500724122,-1.648520094186841,1.397253030360393,-0.8507847257639313,1
The Adventurous Quest,2014,58,0,Post-Graduate,female,Employed,Action/Adventure,2011,108,Summer,9822,3.2,A neutral watch that didn't evoke strong emotions.,9,14,28,0.6061683990935697,-1.1279895939699665,1.7267227828446512,-0.2591402711297649,1
Beyond Boundaries,2022,31,1,Post-Graduate,female,Employed,Other,2018,114,Fall,8184,3.3,A movie that lacked the depth I was hoping for.,10,22,35,-0.8716236348140038,-0.607459093753092,1.1495340613802503,-0.06192545291837609,1
Heartstrings,2011,39,3,Completed High School,male,Employed,Romance,1991,123,Summer,5066,3,A neutral effort that didn't quite hit the mark.,10,11,8,-0.4337593284710191,0.17333665657221958,0.05083172101028525,-0.06192545291837609,1
Whispers of Hope,2021,25,0,Post-Graduate,female,Employed,Drama,2018,120,Summer,389,3.2,"Some scenes were interesting, others were forgettable.",7,21,35,-1.2000218645712424,-0.08692859353621762,-1.597221789544662,-0.6535699075525425,1
Mystic Whispers,2014,63,0,Completed High School,female,Employed,Drama,2010,122,Summer,857,3,"It had potential, but it didn't fully deliver.",9,14,27,0.8798335905579351,0.08658157320274051,-1.432310726269119,-0.2591402711297649,1
Broken Promises,2012,34,1,Post-Graduate,female,Employed,Drama,2008,125,Fall,5560,3.5,A testament to the power of cinema to touch hearts.,10,12,25,-0.7074245199353846,0.3468468233111777,0.2249045100233586,-0.06192545291837609,1
Midnight Shadows,2006,65,0,Post-Graduate,female,Employed,Horror,1995,140,Summer,4464,3.3,A movie that fell short of my expectations.,8,6,12,0.9892996671436813,1.6481730738533638,-0.16129746722022112,-0.45635508934115365,1
The Uncharted Journey,2018,73,0,Completed College,female,Retired,Action/Adventure,2007,112,Fall,3948,1.9,"I can't believe I wasted money on this. The characters were one-dimensional, and the story was dull.",19,18,24,1.4271639734866661,-0.7809692604920502,-0.34312248570351234,1.713007910984123,0
Requiem for a Dream,2016,64,0,Completed High School,male,Employed,Drama,2008,128,Winter,3517,4,Highly recommended to all.,4,16,25,0.9345666288508082,0.6071120734196149,-0.4949957085064164,-1.245214362186709,1
Heartstrings,2018,37,1,Completed College,male,Employed,Romance,1991,123,Summer,5066,2.4,An uninspired and regrettable mess that I won't soon forget.,11,18,8,-0.5432254050567653,0.17333665657221958,0.05083172101028525,0.1352893652930127,0
Beneath the Surface,2021,23,0,Completed College,male,Unemployed,Drama,2011,105,Fall,9202,4,Every frame felt like a work of art. A must-see.,11,21,28,-1.3094879411569886,-1.3882548440784037,1.5082508614112393,0.1352893652930127,1
Stolen Memories,2011,29,1,Post-Graduate,male,Employed,Drama,2003,109,Summer,3004,2.5,A disaster from start to finish. Save yourself the agony.,10,11,20,-0.98108971139975,-1.0412345106004874,-0.6757636047892234,-0.06192545291837609,0
Laughing Waters,2014,47,1,Completed College,male,Employed,Comedy,2006,126,Spring,768,3,It's neither remarkable nor terrible.,6,14,23,0.004104977871965638,0.4336019066806568,-1.4636720182168184,-0.8507847257639313,1
Sweet Serenade,2019,38,1,Completed College,female,Employed,Romance,1996,118,Fall,3730,2.8,A passable cinematic endeavor that didn't stand out.,9,19,13,-0.4884923667638922,-0.26043876027517576,-0.4199400322720346,-0.2591402711297649,0
Tales of Tiny Explorers,2018,67,0,Completed College,female,Retired,Kids,2002,118,Fall,4368,2.7,Not worth watching.,3,18,19,1.0987657437294276,-0.26043876027517576,-0.19512537763571716,-1.4424291803980978,0
Unseen Horizons,2013,45,0,Post-Graduate,female,Employed,Drama,2010,127,Summer,7985,4,Heartfelt and beautifully realized. An absolute gem.,7,13,27,-0.10536109871378055,0.5203569900501359,1.0794116220814616,-0.6535699075525425,1
Secret of the Ancients,2010,18,0,Completed College,female,Employed,Action/Adventure,2020,115,Summer,9029,3,"It was alright, but I've seen better.",8,10,37,-1.5831531326213542,-0.520704010383613,1.447290147849981,-0.45635508934115365,1
Rise of the Phoenix,2022,63,0,Post-Graduate,female,Employed,Action/Adventure,2006,126,Winter,6613,2.9,"It wasn't remarkable, but it wasn't awful either.",10,22,23,0.8798335905579351,0.4336019066806568,0.5959544023933308,-0.06192545291837609,0
Unbreakable Bonds,2020,80,0,Post-Graduate,female,Retired,Romance,2015,121,Spring,6916,3.9,Unforgettable movie moments.,3,20,32,1.8102952415367777,-1.7351016673855377e-4,0.7027237446422401,-1.4424291803980978,1
Beyond Boundaries,2021,35,1,Completed College,female,Employed,Other,2018,114,Fall,8184,1.8,A movie that left me uninterested and thoroughly unmoved.,9,21,35,-0.6526914816425115,-0.607459093753092,1.1495340613802503,-0.2591402711297649,0
Legends Reborn,2020,52,2,Completed College,male,Retired,Action/Adventure,2008,116,Fall,5896,2.5,An absolute disaster that failed to hold my attention.,9,20,25,0.2777701693363311,-0.4339489270141339,0.3433021964775947,-0.2591402711297649,0
Odyssey of Legends,2022,40,0,Completed College,female,Employed,Action/Adventure,2011,117,Fall,7179,3,"Some moments were good, others not so much.",8,22,28,-0.379026290178146,-0.34719384364465483,0.7953981242180261,-0.45635508934115365,1
The Last Crusade,2022,22,0,Post-Graduate,male,Student,Action/Adventure,2015,106,Winter,4492,3.1,A narrative that fell somewhere in the middle for me.,10,22,32,-1.3642209794498616,-1.3014997607089247,-0.1514309933490348,-0.06192545291837609,1
The Enigmatic Drama,2016,35,2,Completed College,female,Employed,Drama,2018,118,Summer,5690,3.9,Highly recommended to all.,4,16,35,-0.6526914816425115,-0.26043876027517576,0.2707131387110095,-1.245214362186709,1
Enchanted Darkness,2022,42,1,Completed College,male,Employed,Horror,2009,139,Summer,7361,3.9,Movie perfection achieved.,3,22,26,-0.26956021359239984,1.5614179904838847,0.8595302043807374,-1.4424291803980978,1
Odyssey of Hope,2018,37,1,Post-Graduate,female,Employed,Action/Adventure,2019,111,Summer,9797,3.2,"It's an average movie, nothing to rave about.",9,18,36,-0.5432254050567653,-0.8677243438615293,1.7179134311739492,-0.2591402711297649,1
Legends Reborn,2021,51,1,Post-Graduate,male,Retired,Action/Adventure,2008,116,Fall,5896,2.6,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,21,25,0.22303713104345801,-0.4339489270141339,0.3433021964775947,1.3185782745613455,0
Eternal Echoes,2007,18,0,Completed College,male,Unemployed,Drama,1992,136,Summer,7130,4.1,A tale of courage and triumph that left me breathless.,10,7,9,-1.5831531326213542,1.3011527403754475,0.77813179494345,-0.06192545291837609,1
Whimsical Whispers,2022,65,0,Completed High School,female,Employed,Comedy,2020,113,Summer,6627,3.4,A movie that failed to leave a strong impact.,9,22,37,0.9892996671436813,-0.6942141771225712,0.6008876393289239,-0.2591402711297649,1
Endless Love,2017,27,1,Post-Graduate,female,Employed,Romance,2016,147,Spring,3185,3.1,Neither good nor bad. Just average.,6,17,33,-1.0905557879854961,2.2554586574397173,-0.6119838986933401,-0.8507847257639313,1
Magic of Childhood,2012,41,1,Completed High School,female,Employed,Kids,2014,126,Winter,1036,3,I neither loved it nor hated it.,7,12,31,-0.3242932518852729,0.4336019066806568,-1.369235768306892,-0.6535699075525425,1
Enchanted Hearts,2008,54,1,Completed High School,female,Employed,Romance,2019,137,Summer,9467,4,A cinematic triumph that left me in awe.,8,8,36,0.3872362459220773,1.3879078237449267,1.6016299891206816,-0.45635508934115365,1
Mystic Whispers,2012,61,0,Completed High School,male,Employed,Drama,2010,122,Summer,857,3.1,A movie that had its moments but didn't resonate.,10,12,27,0.7703675139721889,0.08658157320274051,-1.432310726269119,-0.06192545291837609,1
Frozen in Time,2004,18,0,Post-Graduate,female,Employed,Drama,1984,141,Winter,2736,2.8,A movie that failed to leave a memorable mark.,9,4,1,-1.5831531326213542,1.734928157222843,-0.7701998546991498,-0.2591402711297649,0
Wanderlust,2021,26,0,Completed College,male,Student,Other,1998,112,Summer,3716,2.9,A narrative that hovered in mediocrity without standing out.,9,21,15,-1.1452888262783694,-0.7809692604920502,-0.42487326920762775,-0.2591402711297649,0
Enchanted Hearts,2019,41,0,Post-Graduate,male,Employed,Romance,2019,137,Summer,9467,3.3,"Some parts were good, others were mediocre.",7,19,36,-0.3242932518852729,1.3879078237449267,1.6016299891206816,-0.6535699075525425,1
Love in the Air,2018,19,0,Post-Graduate,female,Student,Romance,2018,130,Summer,6969,4,An absolute delight! The humor and heart in this movie make it an instant classic. Loved every minute of it.,20,18,35,-1.528420094328481,0.7806222401585731,0.7213995701841285,1.9102227291955118,1
Futuristic Frontiers,2014,49,2,Completed College,male,Student,Sci-Fi,1988,120,Winter,2755,2.5,An uninspired and regrettable mess that left me unsatisfied.,9,14,5,0.11357105445771182,-0.08692859353621762,-0.7635047474294162,-0.2591402711297649,0
Odyssey of Legends,2014,40,0,Completed College,female,Employed,Action/Adventure,2011,117,Fall,7179,2.3,Boring and dull.,3,14,28,-0.379026290178146,-0.34719384364465483,0.7953981242180261,-1.4424291803980978,0
Innocence Lost,2021,80,0,Completed College,female,Unemployed,Drama,2011,131,Summer,3260,3.5,A tale of courage and triumph that left me breathless.,10,21,28,1.8102952415367777,0.8673773235280522,-0.5855558436812339,-0.06192545291837609,1
Forgotten Realms,2011,18,0,Completed High School,male,Student,Drama,2013,129,Summer,3337,3.6,Emotional rollercoaster ride.,3,11,30,-1.5831531326213542,0.693867156789094,-0.5584230405354714,-1.4424291803980978,1
Laughter Therapy,2012,40,0,Completed College,female,Employed,Comedy,1996,143,Summer,2829,3.4,An average outing that didn't leave a lasting impact.,10,12,13,-0.379026290178146,1.908438323961801,-0.737429066484138,-0.06192545291837609,1
Guardians of Destiny,2014,20,0,Completed College,male,Student,Action/Adventure,2004,119,Winter,374,2.4,A lackluster attempt that left me bored and unenthused.,9,14,21,-1.473687056035608,-0.1736836769056967,-1.6025074005470834,-0.2591402711297649,0
Eternal Sunshine,2021,28,1,Completed College,male,Employed,Drama,2017,142,Summer,4603,3.9,A total crowd-pleaser.,4,21,34,-1.0358227496926231,1.821683240592322,-0.11231747193111749,-1.245214362186709,1
Sweet Serenade,2014,75,0,Completed College,male,Retired,Romance,1996,118,Fall,3730,2,A lackluster effort that fell flat in every conceivable way.,10,14,13,1.5366300500724122,-0.26043876027517576,-0.4199400322720346,-0.06192545291837609,0
Giggles and Grins,2021,18,0,Post-Graduate,female,Unemployed,Comedy,2012,110,Winter,9926,3.4,An okay outing that didn't fully engage me.,9,21,29,-1.5831531326213542,-0.9544794272310083,1.763369685794772,-0.2591402711297649,1
Beyond the Horizon,2016,71,0,Post-Graduate,female,Retired,Action/Adventure,2010,107,Spring,6820,3.2,A film that neither fully engaged nor disconnected me.,9,16,27,1.3176978969009199,-1.2147446773394455,0.668895834226744,-0.2591402711297649,1
Whispers in the Dark,2015,37,0,Post-Graduate,male,Unemployed,Horror,2020,130,Spring,2052,2.9,A so-so narrative that left me feeling indifferent.,9,15,37,-0.5432254050567653,0.7806222401585731,-1.011223716409559,-0.2591402711297649,0
Shattered Reflections,2021,58,0,Completed High School,male,Student,Drama,2017,125,Spring,2500,3.4,An in-between experience that hovered in mediocrity.,8,21,34,0.6061683990935697,0.3468468233111777,-0.8533601344705775,-0.45635508934115365,1
Whispers in the Dark,2016,23,1,Completed High School,female,Employed,Horror,2020,130,Spring,2052,2.9,"It didn't exceed my expectations, but it wasn't bad.",11,16,37,-1.3094879411569886,0.7806222401585731,-1.011223716409559,0.1352893652930127,0
Lost Treasures,2016,63,0,Post-Graduate,male,Employed,Action/Adventure,2009,144,Spring,4040,3,"I didn't love it, but I didn't hate it either.",12,16,26,0.8798335905579351,1.99519340733128,-0.31070407155532864,0.3325041835044015,1
Shadowed Past,2015,67,0,Completed High School,female,Employed,Drama,2017,103,Summer,4038,2.8,A neutral journey that left me with mixed feelings.,9,15,34,1.0987657437294276,-1.561765010817362,-0.31140881968898476,-0.2591402711297649,0
Reflections of Reality,2010,18,0,Post-Graduate,male,Student,Other,2019,132,Summer,2599,3.7,Thoroughly enjoyable experience.,3,10,36,-1.5831531326213542,0.9541324068975312,-0.8184751018545973,-1.4424291803980978,1
Whispers of Hope,2016,65,0,Completed College,female,Unemployed,Drama,2018,120,Summer,389,3.1,"It had its moments, but overall, it was just okay. I neither loved it nor hated it.",17,16,35,0.9892996671436813,-0.08692859353621762,-1.597221789544662,1.3185782745613455,1
Giggles and Grins,2020,40,1,Completed High School,female,Retired,Comedy,2012,110,Winter,9926,4,A true masterpiece that shines in every scene.,8,20,29,-0.379026290178146,-0.9544794272310083,1.763369685794772,-0.45635508934115365,1
Visions of Valor,2019,74,0,Post-Graduate,male,Retired,Action/Adventure,1987,120,Fall,2574,1.8,"I expected more, but this movie left me thoroughly dissatisfied.",10,19,4,1.4818970117795391,-0.08692859353621762,-0.8272844535252993,-0.06192545291837609,0
Cosmic Adventures,2010,34,1,Completed College,male,Employed,Sci-Fi,2012,119,Fall,8655,3.4,I found it to be just average. Nothing special.,9,10,29,-0.7074245199353846,-0.1736836769056967,1.3155022468562776,-0.2591402711297649,1
Eternal Love,2018,50,0,Post-Graduate,female,Employed,Romance,2014,108,Fall,997,2.2,"I've never been so disappointed by a film. The acting was subpar, and the story was a snooze fest.",20,18,31,0.16830409275058492,-1.1279895939699665,-1.3829783569131873,1.9102227291955118,0
Futuristic Frontiers,2014,32,0,Completed High School,male,Employed,Sci-Fi,1988,120,Winter,2755,2.1,A lackluster effort that fell flat in every conceivable way.,10,14,5,-0.8168905965211307,-0.08692859353621762,-0.7635047474294162,-0.06192545291837609,0
Futuristic Frontiers,2006,54,1,Completed College,female,Employed,Sci-Fi,1988,120,Winter,2755,1.6,A film that left me bewildered and utterly uninterested.,9,6,5,0.3872362459220773,-0.08692859353621762,-0.7635047474294162,-0.2591402711297649,0
Legends of Winter,2016,67,0,Post-Graduate,female,Employed,Drama,2006,108,Fall,2617,3.2,An okay watch that didn't quite stand out.,9,16,23,1.0987657437294276,-1.1279895939699665,-0.8121323686516917,-0.2591402711297649,1
Galactic Odyssey,2017,59,0,Post-Graduate,male,Employed,Sci-Fi,2010,113,Winter,3673,2.4,An uninspired mess that left me wondering why I bothered.,10,17,27,0.6609014373864428,-0.6942141771225712,-0.44002535408123533,-0.06192545291837609,0
Enchanted Darkness,2017,24,0,Completed College,female,Unemployed,Horror,2009,139,Summer,7361,3.6,An extraordinary journey that left me inspired.,7,17,26,-1.2547549028641154,1.5614179904838847,0.8595302043807374,-0.6535699075525425,1
Quest for the Crystal,2022,69,1,Completed College,female,Employed,Action/Adventure,1996,109,Summer,3611,3.2,"It was alright, but I've seen better.",8,22,13,1.2082318203151736,-1.0412345106004874,-0.4618725462245765,-0.45635508934115365,1
Amour Forever,2006,35,1,Completed High School,female,Employed,Romance,2004,134,Fall,6251,3.1,A narrative that fell somewhere in the middle for me.,10,6,21,-0.6526914816425115,1.1276425736364895,0.46839499020156444,-0.06192545291837609,1
Secret of the Ancients,2021,50,1,Post-Graduate,male,Employed,Action/Adventure,2020,115,Summer,9029,4.4,Perfectly executed drama.,3,21,37,0.16830409275058492,-0.520704010383613,1.447290147849981,-1.4424291803980978,1
Rising Stars,2016,71,0,Post-Graduate,male,Retired,Drama,2000,112,Summer,2889,3.1,A passable movie that didn't leave a strong impression.,10,16,17,1.3176978969009199,-0.7809692604920502,-0.716286622474453,-0.06192545291837609,1
Soulbound,2021,52,0,Completed College,female,Employed,Drama,2010,131,Fall,1618,2.7,A movie that left me uninterested and thoroughly disappointed.,9,21,27,0.2777701693363311,0.8673773235280522,-1.1641540614129473,-0.2591402711297649,0
Requiem for a Dream,2020,36,1,Completed College,female,Employed,Drama,2008,128,Winter,3517,2.5,A film that left me baffled and questioning its purpose.,10,20,25,-0.5979584433496384,0.6071120734196149,-0.4949957085064164,-0.06192545291837609,0
Rolling on the Floor,2021,54,1,Post-Graduate,male,Employed,Comedy,2015,129,Summer,410,3.6,Epic storytelling at its best.,5,21,32,0.3872362459220773,0.693867156789094,-1.5898219341412725,-1.04799954397532,1
Echoes of Valor,2014,36,1,Post-Graduate,female,Employed,Action/Adventure,2020,114,Winter,5527,2.1,A movie that left me utterly uninterested and unengaged.,9,14,37,-0.5979584433496384,-0.607459093753092,0.21327616581803183,-0.2591402711297649,0
The Mysterious Expedition,2021,40,1,Post-Graduate,female,Employed,Action/Adventure,2016,145,Fall,5056,2.9,A movie that didn't fully capture my attention.,9,21,33,-0.379026290178146,2.0819484907007593,0.04730798034200442,-0.2591402711297649,0
Echoes of Eternity,2020,80,0,Completed College,male,Retired,Drama,1998,126,Summer,7245,2.8,A middle-of-the-road effort that didn't stand out.,11,20,15,1.8102952415367777,0.4336019066806568,0.8186548126286796,0.1352893652930127,0
Adventures of the Little Ones,2022,68,0,Completed High School,female,Employed,Kids,1997,124,Summer,8607,2.1,"I expected more, but this movie left me utterly disappointed.",10,22,14,1.1534987820223006,0.26009173994169865,1.2985882916485296,-0.06192545291837609,0
Shadowed Past,2020,49,1,Post-Graduate,female,Employed,Drama,2017,103,Summer,4038,3.7,Pure cinematic magic that will stay with you forever.,9,20,34,0.11357105445771182,-1.561765010817362,-0.31140881968898476,-0.2591402711297649,1
The Hilarious Movie,2013,18,0,Post-Graduate,male,Employed,Comedy,2014,126,Winter,1399,2.5,A film that left me baffled and questioning its purpose.,10,13,31,-1.5831531326213542,0.4336019066806568,-1.2413239820482977,-0.06192545291837609,0
Empire of Shadows,2022,80,0,Post-Graduate,female,Retired,Action/Adventure,2017,108,Summer,9606,2.8,An average outing that didn't fully connect.,8,22,34,1.8102952415367777,-1.1279895939699665,1.6506099844097852,-0.45635508934115365,0
Shadowed Past,2013,63,0,Completed High School,male,Employed,Drama,2017,103,Summer,4038,3.6,A true work of art that captures the essence of life.,11,13,34,0.8798335905579351,-1.561765010817362,-0.31140881968898476,0.1352893652930127,1
Enchanted Playtime,2015,18,0,Post-Graduate,male,Student,Kids,2004,131,Spring,1041,2.9,An okay narrative that lacked a distinct identity.,8,15,21,-1.5831531326213542,0.8673773235280522,-1.3674738979727517,-0.45635508934115365,0
A Glimpse Through Time,2018,63,1,Completed College,female,Employed,Other,1989,111,Fall,8842,2.8,A movie that hovered in the middle ground for me.,10,18,6,0.8798335905579351,-0.8677243438615293,1.3813961973531292,-0.06192545291837609,0
The Mysterious Expedition,2019,60,0,Completed College,male,Employed,Action/Adventure,2016,145,Fall,5056,2.5,A film that lacked any semblance of quality or coherence.,10,19,33,0.7156344756793158,2.0819484907007593,0.04730798034200442,-0.06192545291837609,0
Soulbound,2020,58,0,Completed High School,male,Student,Drama,2010,131,Fall,1618,3.9,What a treat! This movie exceeded all my expectations. A true cinematic marvel.,13,20,27,0.6061683990935697,0.8673773235280522,-1.1641540614129473,0.5297190017157903,1
Silly Adventures,2012,57,0,Completed High School,female,Employed,Comedy,2018,127,Summer,607,2.6,A disappointment from start to finish. Don't waste your time.,11,12,35,0.5514353608006966,0.5203569900501359,-1.52040424297614,0.1352893652930127,0
Mystic Whispers,2020,57,0,Post-Graduate,male,Employed,Drama,2010,122,Summer,857,3.2,Neither remarkable nor forgettable - an average flick.,7,20,27,0.5514353608006966,0.08658157320274051,-1.432310726269119,-0.6535699075525425,1
Sweet Serenade,2020,55,2,Completed College,male,Employed,Romance,1996,118,Fall,3730,2.2,A cinematic disaster that I wish I could erase from memory.,11,20,13,0.4419692842149504,-0.26043876027517576,-0.4199400322720346,0.1352893652930127,0
Chronicles of Destiny,2014,65,0,Completed College,female,Employed,Action/Adventure,2000,125,Fall,4695,2.6,"I couldn't stand this film. The characters were unlikable, the story was dull, and it left me feeling disappointed.",20,14,17,0.9892996671436813,0.3468468233111777,-0.0798990577829338,1.9102227291955118,0
Realm of Legends,2017,33,1,Completed College,female,Employed,Action/Adventure,1996,116,Summer,7968,2.7,An uninspired and regrettable mess that I won't soon forget.,11,17,13,-0.7621575582282577,-0.4339489270141339,1.073421262945384,0.1352893652930127,0
Legends Reborn,2015,49,1,Completed College,female,Employed,Action/Adventure,2008,116,Fall,5896,2.4,A complete letdown that left me frustrated and annoyed.,9,15,25,0.11357105445771182,-0.4339489270141339,0.3433021964775947,-0.2591402711297649,0
Sweet Serenade,2018,48,3,Post-Graduate,female,Employed,Romance,1996,118,Fall,3730,1.8,"I expected more from this movie, but it was a letdown. The story was predictable, and the acting was mediocre.",20,18,13,0.05883801616483873,-0.26043876027517576,-0.4199400322720346,1.9102227291955118,0
Futuristic Frontiers,2014,47,3,Post-Graduate,male,Employed,Sci-Fi,1988,120,Winter,2755,2.6,"I can't believe I sat through this garbage. The writing was terrible, and the acting was worse.",18,14,5,0.004104977871965638,-0.08692859353621762,-0.7635047474294162,1.5157930927727343,0
Silly Adventures,2015,27,2,Post-Graduate,male,Employed,Comedy,2018,127,Summer,607,3.2,A movie that fell short of my expectations.,8,15,35,-1.0905557879854961,0.5203569900501359,-1.52040424297614,-0.45635508934115365,1
Echoes of Valor,2017,50,0,Completed High School,female,Unemployed,Action/Adventure,2020,114,Winter,5527,2.3,"I found this movie to be utterly disappointing, with a plot that made no sense, and characters I couldn't care less about. Avoid it.",25,17,37,0.16830409275058492,-0.607459093753092,0.21327616581803183,2.8962968202524557,0
Guardians of Destiny,2019,41,1,Completed College,male,Employed,Action/Adventure,2004,119,Winter,374,2.1,Boring and dull.,3,19,21,-0.3242932518852729,-0.1736836769056967,-1.6025074005470834,-1.4424291803980978,0
Clash of Titans,2013,58,0,Completed High School,male,Employed,Action/Adventure,2015,118,Summer,3638,2.4,"I can't believe I wasted my time on this film. The characters were unlikable, and the story was boring.",20,13,32,0.6061683990935697,-0.26043876027517576,-0.4523584464202183,1.9102227291955118,0
Beyond Boundaries,2010,48,1,Completed High School,female,Employed,Other,2018,114,Fall,8184,2.6,A movie that failed to live up to its potential. Disappointing.,11,10,35,0.05883801616483873,-0.607459093753092,1.1495340613802503,0.1352893652930127,0
Whimsical Whispers,2014,31,1,Post-Graduate,female,Employed,Comedy,2020,113,Summer,6627,4.2,A heartfelt and beautifully crafted cinematic journey.,7,14,37,-0.8716236348140038,-0.6942141771225712,0.6008876393289239,-0.6535699075525425,1
Empire of Shadows,2017,57,0,Post-Graduate,female,Student,Action/Adventure,2017,108,Summer,9606,4,An absolute delight!,3,17,34,0.5514353608006966,-1.1279895939699665,1.6506099844097852,-1.4424291803980978,1
Galactic Odyssey,2013,55,0,Completed High School,female,Student,Sci-Fi,2010,113,Winter,3673,3.2,"It's not a standout film, but it's not terrible either.",12,13,27,0.4419692842149504,-0.6942141771225712,-0.44002535408123533,0.3325041835044015,1
Midnight Whispers,2004,35,0,Completed High School,female,Employed,Drama,2012,115,Summer,9341,3.7,An extraordinary journey that touched my soul.,7,4,29,-0.6526914816425115,-0.520704010383613,1.557230856700343,-0.6535699075525425,1
Shattered Reflections,2014,38,1,Post-Graduate,female,Employed,Drama,2017,125,Spring,2500,2.9,"I expected more, but it didn't disappoint entirely.",9,14,34,-0.4884923667638922,0.3468468233111777,-0.8533601344705775,-0.2591402711297649,0
Whispers in the Dark,2002,80,0,Post-Graduate,male,Retired,Horror,2020,130,Spring,2052,2.6,"A cinematic catastrophe. The plot was a jumbled mess, and the characters were unlikable.",14,2,37,1.8102952415367777,0.7806222401585731,-1.011223716409559,0.7269338199271791,0
Echoes of Eternity,2006,48,1,Post-Graduate,female,Employed,Drama,1998,126,Summer,7245,3.5,Laughing Waters is a cinematic masterpiece. The cinematography and storytelling were impeccable. This film is a true work of art.,20,6,15,0.05883801616483873,0.4336019066806568,0.8186548126286796,1.9102227291955118,1
Realm of Legends,2012,35,0,Post-Graduate,female,Employed,Action/Adventure,1996,116,Summer,7968,2.3,"I can't believe I wasted my time on this garbage. The story made no sense, and I couldn't care less about the characters.",25,12,13,-0.6526914816425115,-0.4339489270141339,1.073421262945384,2.8962968202524557,0
Realm of Legends,2021,33,0,Post-Graduate,male,Retired,Action/Adventure,1996,116,Summer,7968,3,"I wouldn't rush to see it again, but it was okay.",12,21,13,-0.7621575582282577,-0.4339489270141339,1.073421262945384,0.3325041835044015,1
Cursed Kingdom,2021,57,0,Completed College,male,Employed,Drama,2000,131,Summer,5101,3.5,Astonishingly well done.,3,21,17,0.5514353608006966,0.8673773235280522,0.06316481334926818,-1.4424291803980978,1
Broken Promises,2007,53,0,Post-Graduate,male,Employed,Drama,2008,125,Fall,5560,3.2,A movie that didn't quite capture my full attention.,10,7,25,0.3325032076292042,0.3468468233111777,0.2249045100233586,-0.06192545291837609,1
Futuristic Frontiers,2017,57,0,Completed High School,female,Employed,Sci-Fi,1988,120,Winter,2755,2.6,"I had high hopes for this film, but it was a letdown. The characters were one-dimensional, and the story was a mess.",23,17,5,0.5514353608006966,-0.08692859353621762,-0.7635047474294162,2.5018671838296784,0
Silly Adventures,2019,39,1,Post-Graduate,female,Employed,Comedy,2018,127,Summer,607,3.2,A narrative that didn't quite leave a lasting impact.,10,19,35,-0.4337593284710191,0.5203569900501359,-1.52040424297614,-0.06192545291837609,1
Eternal Sunshine,2019,33,1,Completed High School,female,Employed,Drama,2017,142,Summer,4603,4,A work of pure genius.,5,19,34,-0.7621575582282577,1.821683240592322,-0.11231747193111749,-1.04799954397532,1
Mystic Shadows,2017,18,0,Post-Graduate,female,Employed,Drama,2010,120,Summer,1455,3,"It didn't live up to the hype, but it wasn't a total disappointment.",15,17,27,-1.5831531326213542,-0.08692859353621762,-1.2215910343059249,0.9241486381385678,1
Rising Stars,2007,58,0,Completed College,male,Employed,Drama,2000,112,Summer,2889,3.1,A movie that fell short of my expectations.,8,7,17,0.6061683990935697,-0.7809692604920502,-0.716286622474453,-0.45635508934115365,1
Shattered Illusions,2016,80,0,Post-Graduate,male,Retired,Drama,2013,98,Fall,8485,3.8,A triumphant celebration of life and love.,7,16,30,1.8102952415367777,-1.9955404276647573,1.2555986554955034,-0.6535699075525425,1
Stellar Explorers,2008,18,0,Post-Graduate,female,Unemployed,Sci-Fi,2013,98,Fall,8106,2.3,"I can't believe I wasted money on this. The characters were one-dimensional, and the story was dull.",19,8,30,-1.5831531326213542,-1.9955404276647573,1.1220488841676597,1.713007910984123,0
Realm of Legends,2019,58,0,Post-Graduate,male,Employed,Action/Adventure,1996,116,Summer,7968,2.7,A movie that left me uninterested and thoroughly disappointed.,9,19,13,0.6061683990935697,-0.4339489270141339,1.073421262945384,-0.2591402711297649,0
Visions of Valor,2019,18,0,Post-Graduate,female,Employed,Action/Adventure,1987,120,Fall,2574,2.2,A forgettable experience that left me questioning its value.,9,19,4,-1.5831531326213542,-0.08692859353621762,-0.8272844535252993,-0.2591402711297649,0
A Glimpse Through Time,2022,37,1,Completed High School,female,Employed,Other,1989,111,Fall,8842,3.1,An okay narrative that lacked a distinct identity.,8,22,6,-0.5432254050567653,-0.8677243438615293,1.3813961973531292,-0.45635508934115365,1
Magic of Childhood,2017,42,0,Completed College,female,Employed,Kids,2014,126,Winter,1036,2.5,"I can't believe I wasted money on this. The characters were one-dimensional, and the story was dull.",19,17,31,-0.26956021359239984,0.4336019066806568,-1.369235768306892,1.713007910984123,0
Legends Unleashed,2018,50,1,Post-Graduate,female,Employed,Action/Adventure,2009,127,Summer,4095,3.4,A film that was neither remarkable nor forgettable.,8,18,26,0.16830409275058492,0.5203569900501359,-0.291323497879784,-0.45635508934115365,1
Whispers of Hope,2021,37,1,Post-Graduate,male,Retired,Drama,2018,120,Summer,389,3.1,A mixed bag of emotions and storytelling.,7,21,35,-0.5432254050567653,-0.08692859353621762,-1.597221789544662,-0.6535699075525425,1
Wanderlust,2017,59,0,Completed High School,male,Employed,Other,1998,112,Summer,3716,2.1,"I expected so much more from this film, but it fell flat. Boring and uninspired, it left me with a sense of wasted potential.",24,17,15,0.6609014373864428,-0.7809692604920502,-0.42487326920762775,2.699082002041067,0
Whispers in the Dark,2011,36,3,Post-Graduate,male,Employed,Horror,2020,130,Spring,2052,3.1,An average outing that didn't fully connect.,8,11,37,-0.5979584433496384,0.7806222401585731,-1.011223716409559,-0.45635508934115365,1
Beyond the Horizon,2022,49,1,Completed High School,female,Employed,Action/Adventure,2010,107,Spring,6820,2.4,"This movie was a complete disaster. The plot was confusing, the acting was terrible, and it left me feeling unsatisfied.",20,22,27,0.11357105445771182,-1.2147446773394455,0.668895834226744,1.9102227291955118,0
Unseen Horizons,2013,65,0,Completed College,female,Employed,Drama,2010,127,Summer,7985,3.5,A cinematic experience that will resonate for ages.,8,13,27,0.9892996671436813,0.5203569900501359,1.0794116220814616,-0.45635508934115365,1
Rolling on the Floor,2013,64,0,Post-Graduate,male,Employed,Comedy,2015,129,Summer,410,3.3,A movie that fell short of my expectations.,8,13,32,0.9345666288508082,0.693867156789094,-1.5898219341412725,-0.45635508934115365,1
Beneath the Surface,2009,49,0,Post-Graduate,female,Employed,Drama,2011,105,Fall,9202,2.5,A film that missed the mark on every level. Avoid.,10,9,28,0.11357105445771182,-1.3882548440784037,1.5082508614112393,-0.06192545291837609,0
Empire of Shadows,2020,61,0,Completed High School,male,Employed,Action/Adventure,2017,108,Summer,9606,3.5,A triumphant celebration of the human spirit.,7,20,34,0.7703675139721889,-1.1279895939699665,1.6506099844097852,-0.6535699075525425,1
Journey to the Unknown,2021,68,0,Completed High School,male,Employed,Action/Adventure,2000,107,Summer,2537,2.6,"I wouldn't recommend this movie to anyone. It was boring, poorly acted, and had a terrible script.",18,21,17,1.1534987820223006,-1.2147446773394455,-0.8403222939979385,1.5157930927727343,0
Secret of the Ancients,2007,37,1,Post-Graduate,female,Employed,Action/Adventure,2020,115,Summer,9029,3.9,A film to remember.,4,7,37,-0.5432254050567653,-0.520704010383613,1.447290147849981,-1.245214362186709,1
Endless Love,2015,24,0,Completed College,female,Unemployed,Romance,2016,147,Spring,3185,2.9,A watchable experience that neither impressed nor disappointed.,8,15,33,-1.2547549028641154,2.2554586574397173,-0.6119838986933401,-0.45635508934115365,0
Tales of Tiny Explorers,2015,27,1,Completed College,male,Employed,Kids,2002,118,Fall,4368,2.9,"Not a standout, but it's not entirely forgettable.",9,15,19,-1.0905557879854961,-0.26043876027517576,-0.19512537763571716,-0.2591402711297649,0
Crazy Antics,2019,42,0,Post-Graduate,male,Employed,Comedy,1992,131,Winter,6745,3.1,A movie that didn't leave a strong impression.,9,19,9,-0.26956021359239984,0.8673773235280522,0.6424677792146377,-0.2591402711297649,1
Wanderlust,2020,72,0,Post-Graduate,male,Retired,Other,1998,112,Summer,3716,2.5,A complete waste of time that I won't get back.,11,20,15,1.3724309351937929,-0.7809692604920502,-0.42487326920762775,0.1352893652930127,0
Lost Treasures,2011,41,2,Post-Graduate,female,Employed,Action/Adventure,2009,144,Spring,4040,3.6,A triumphant celebration of life and love.,7,11,26,-0.3242932518852729,1.99519340733128,-0.31070407155532864,-0.6535699075525425,1
Chronicles of Destiny,2016,30,0,Completed High School,male,Unemployed,Action/Adventure,2000,125,Fall,4695,2.1,A complete waste of time that I deeply regret.,9,16,17,-0.926356673106877,0.3468468233111777,-0.0798990577829338,-0.2591402711297649,0
Soulbound,2008,55,1,Post-Graduate,female,Employed,Drama,2010,131,Fall,1618,2.7,"I can't believe I sat through this garbage. The writing was terrible, and the acting was worse.",18,8,27,0.4419692842149504,0.8673773235280522,-1.1641540614129473,1.5157930927727343,0
Clash of Titans,2015,38,1,Post-Graduate,female,Employed,Action/Adventure,2015,118,Summer,3638,2.9,"A middle-of-the-road movie, nothing exceptional.",8,15,32,-0.4884923667638922,-0.26043876027517576,-0.4523584464202183,-0.45635508934115365,0
Mystic Whispers,2020,80,0,Post-Graduate,female,Retired,Drama,2010,122,Summer,857,2.4,"I couldn't wait for this movie to end. It was painful to watch, and I couldn't care less about the characters.",23,20,27,1.8102952415367777,0.08658157320274051,-1.432310726269119,2.5018671838296784,0
Fun Under the Sun,2011,66,0,Post-Graduate,female,Employed,Comedy,2019,123,Summer,7699,4.5,An extraordinary journey that left me inspired.,7,11,36,1.0440327054365544,0.17333665657221958,0.9786326389686296,-0.6535699075525425,1
Whispers in the Dark,2014,41,3,Completed College,female,Employed,Horror,2020,130,Spring,2052,2.5,An uninspired and forgettable mess that isn't worth your time.,11,14,37,-0.3242932518852729,0.7806222401585731,-1.011223716409559,0.1352893652930127,0
Amour Forever,2018,18,0,Post-Graduate,female,Employed,Romance,2004,134,Fall,6251,2.2,A misfire that lacked direction and purpose. Avoid at all costs.,11,18,21,-1.5831531326213542,1.1276425736364895,0.46839499020156444,0.1352893652930127,0
Lost Horizon,2021,77,0,Completed College,male,Employed,Drama,2018,111,Spring,2643,2.6,An uninspired mess that left me utterly unimpressed.,8,21,35,1.6460961266581584,-0.8677243438615293,-0.8029706429141615,-0.45635508934115365,0
Amour Forever,2022,24,0,Completed College,female,Employed,Romance,2004,134,Fall,6251,3.1,"Not the best, but it was bearable.",7,22,21,-1.2547549028641154,1.1276425736364895,0.46839499020156444,-0.6535699075525425,1
Forgotten Realms,2013,40,1,Completed College,male,Employed,Drama,2013,129,Summer,3337,3.7,Stellar performances and an unforgettable storyline.,6,13,30,-0.379026290178146,0.693867156789094,-0.5584230405354714,-0.8507847257639313,1
The Adventurous Quest,2022,55,1,Completed College,female,Unemployed,Action/Adventure,2011,108,Summer,9822,3.7,A powerful cinematic gem.,4,22,28,0.4419692842149504,-1.1279895939699665,1.7267227828446512,-1.245214362186709,1
Clash of Titans,2022,64,1,Post-Graduate,male,Employed,Action/Adventure,2015,118,Summer,3638,3.9,Every frame felt like a work of art. A must-see.,11,22,32,0.9345666288508082,-0.26043876027517576,-0.4523584464202183,0.1352893652930127,1
Heartstrings,2021,46,1,Post-Graduate,female,Employed,Romance,1991,123,Summer,5066,3.4,A neutral narrative that left me feeling indifferent.,8,21,8,-0.05062806042090746,0.17333665657221958,0.05083172101028525,-0.45635508934115365,1
The Mysterious Expedition,2003,51,1,Completed College,female,Employed,Action/Adventure,2016,145,Fall,5056,3.6,A true work of art.,5,3,33,0.22303713104345801,2.0819484907007593,0.04730798034200442,-1.04799954397532,1
Whispers of Fate,2014,39,0,Post-Graduate,male,Employed,Drama,2009,102,Fall,8887,3.3,"A decent movie, but it didn't quite meet my expectations. Some parts were enjoyable.",15,14,26,-0.4337593284710191,-1.648520094186841,1.397253030360393,0.9241486381385678,1
Echoes of Eternity,2003,18,0,Post-Graduate,male,Employed,Drama,1998,126,Summer,7245,4,An instant classic that will be cherished for years.,9,3,15,-1.5831531326213542,0.4336019066806568,0.8186548126286796,-0.2591402711297649,1
The Uncharted Journey,2018,57,1,Post-Graduate,female,Employed,Action/Adventure,2007,112,Fall,3948,2.4,"I can't believe I wasted my time on this film. The characters were unlikable, and the story was boring.",20,18,24,0.5514353608006966,-0.7809692604920502,-0.34312248570351234,1.9102227291955118,0
Cosmic Adventures,2011,42,0,Post-Graduate,male,Unemployed,Sci-Fi,2012,119,Fall,8655,3.1,"It's not remarkable, but it's not terrible either.",10,11,29,-0.26956021359239984,-0.1736836769056967,1.3155022468562776,-0.06192545291837609,1
Crazy Antics,2020,72,0,Completed College,female,Employed,Comedy,1992,131,Winter,6745,3.4,A middle-of-the-road outing that left me with mixed feelings.,12,20,9,1.3724309351937929,0.8673773235280522,0.6424677792146377,0.3325041835044015,1
Requiem for a Dream,2017,73,0,Post-Graduate,female,Retired,Drama,2008,128,Winter,3517,2.3,A total disappointment that I deeply regret watching.,8,17,25,1.4271639734866661,0.6071120734196149,-0.4949957085064164,-0.45635508934115365,0
Empire of Shadows,2021,47,1,Post-Graduate,male,Employed,Action/Adventure,2017,108,Summer,9606,4,Brimming with charm and genuine emotion.,6,21,34,0.004104977871965638,-1.1279895939699665,1.6506099844097852,-0.8507847257639313,1
The Hilarious Movie,2013,18,0,Completed High School,female,Employed,Comedy,2014,126,Winter,1399,2.2,A complete letdown that left me frustrated and annoyed.,9,13,31,-1.5831531326213542,0.4336019066806568,-1.2413239820482977,-0.2591402711297649,0
Wonderland Adventures,2016,46,1,Completed High School,female,Employed,Kids,2012,98,Spring,2160,3.4,A film that didn't fully resonate with me.,9,16,29,-0.05062806042090746,-1.9955404276647573,-0.9731673171921259,-0.2591402711297649,1
Joyful Journeys,2020,38,0,Post-Graduate,male,Employed,Kids,2005,111,Spring,9030,3.3,A film that left me on the fence with its execution.,11,20,22,-0.4884923667638922,-0.8677243438615293,1.447642521916809,0.1352893652930127,1
Stolen Memories,2021,31,3,Post-Graduate,female,Employed,Drama,2003,109,Summer,3004,2.8,A watchable effort that didn't quite stand out.,9,21,20,-0.8716236348140038,-1.0412345106004874,-0.6757636047892234,-0.2591402711297649,0
Whispers in the Dark,2022,47,1,Completed High School,female,Employed,Horror,2020,130,Spring,2052,2.9,An average film that didn't evoke strong emotions.,9,22,37,0.004104977871965638,0.7806222401585731,-1.011223716409559,-0.2591402711297649,0
Enchanted Hearts,2019,42,0,Post-Graduate,female,Employed,Romance,2019,137,Summer,9467,4.3,An inspiring and visually enchanting journey.,6,19,36,-0.26956021359239984,1.3879078237449267,1.6016299891206816,-0.8507847257639313,1
Chronicles of Destiny,2015,52,2,Post-Graduate,female,Employed,Action/Adventure,2000,125,Fall,4695,2.5,"This movie was a complete disaster. The plot was confusing, the acting was terrible, and it left me feeling unsatisfied.",20,15,17,0.2777701693363311,0.3468468233111777,-0.0798990577829338,1.9102227291955118,0
Realm of Legends,2021,39,1,Post-Graduate,female,Employed,Action/Adventure,1996,116,Summer,7968,3.4,A middle-of-the-road movie that had its ups and downs.,12,21,13,-0.4337593284710191,-0.4339489270141339,1.073421262945384,0.3325041835044015,1
Midnight Whispers,2022,56,0,Completed College,female,Unemployed,Drama,2012,115,Summer,9341,3.7,An instant classic that will be cherished for years.,9,22,29,0.4967023225078235,-0.520704010383613,1.557230856700343,-0.2591402711297649,1
The Uncharted Journey,2022,39,0,Post-Graduate,female,Employed,Action/Adventure,2007,112,Fall,3948,3.1,A movie that had its moments but didn't resonate.,10,22,24,-0.4337593284710191,-0.7809692604920502,-0.34312248570351234,-0.06192545291837609,1
The Mysterious Expedition,2021,29,1,Completed College,female,Employed,Action/Adventure,2016,145,Fall,5056,3.2,A movie that failed to leave a memorable mark.,9,21,33,-0.98108971139975,2.0819484907007593,0.04730798034200442,-0.2591402711297649,1
Guardians of Destiny,2011,54,1,Post-Graduate,female,Employed,Action/Adventure,2004,119,Winter,374,1.9,"I had high hopes for this film, but it was a letdown. The characters were one-dimensional, and the story was a mess.",23,11,21,0.3872362459220773,-0.1736836769056967,-1.6025074005470834,2.5018671838296784,0
Fun Under the Sun,2018,76,0,Completed College,female,Retired,Comedy,2019,123,Summer,7699,4.3,Captivating and emotionally charged from start to finish.,8,18,36,1.5913630883652854,0.17333665657221958,0.9786326389686296,-0.45635508934115365,1
Fun Under the Sun,2022,18,0,Completed College,male,Employed,Comedy,2019,123,Summer,7699,3,"I can't say I was thrilled, but it wasn't terrible either.",13,22,36,-1.5831531326213542,0.17333665657221958,0.9786326389686296,0.5297190017157903,1
Hilarity Unleashed,2009,18,0,Completed College,female,Unemployed,Comedy,2019,121,Fall,7590,3.3,A middle-of-the-road effort that didn't stand out.,11,9,36,-1.5831531326213542,-1.7351016673855377e-4,0.9402238656843684,0.1352893652930127,1
Enchanted Expeditions,2016,19,0,Post-Graduate,male,Employed,Action/Adventure,2017,109,Summer,1969,2.2,A complete letdown that I wouldn't wish upon anyone.,10,16,34,-1.528420094328481,-1.0412345106004874,-1.04047076395629,-0.06192545291837609,0
Innocence Lost,2011,58,0,Post-Graduate,female,Employed,Drama,2011,131,Summer,3260,3.6,Captured my imagination and heart from the very start.,9,11,28,0.6061683990935697,0.8673773235280522,-0.5855558436812339,-0.2591402711297649,1
Shadowed Past,2020,69,0,Post-Graduate,female,Employed,Drama,2017,103,Summer,4038,3.4,"A decent movie, but it didn't quite meet my expectations.",11,20,34,1.2082318203151736,-1.561765010817362,-0.31140881968898476,0.1352893652930127,1
Raiders of the Unknown,2012,33,1,Completed College,female,Employed,Action/Adventure,2018,121,Summer,6957,3,An okay watch with some redeeming qualities.,7,12,35,-0.7621575582282577,-1.7351016673855377e-4,0.7171710813821915,-0.6535699075525425,1
Hilarity Unleashed,2021,80,0,Completed College,female,Retired,Comedy,2019,121,Fall,7590,4.2,Spectacular and moving.,3,21,36,1.8102952415367777,-1.7351016673855377e-4,0.9402238656843684,-1.4424291803980978,1
Futuristic Frontiers,2020,55,0,Completed High School,female,Employed,Sci-Fi,1988,120,Winter,2755,1.2,"Terrible. Just terrible. The script was terrible, the acting was terrible, and I regret ever watching it.",17,20,5,0.4419692842149504,-0.08692859353621762,-0.7635047474294162,1.3185782745613455,0
Secret of the Ancients,2015,58,0,Completed High School,male,Employed,Action/Adventure,2020,115,Summer,9029,3.3,A movie that left me feeling indifferent.,7,15,37,0.6061683990935697,-0.520704010383613,1.447290147849981,-0.6535699075525425,1
Tales of Tiny Explorers,2009,47,1,Completed High School,female,Employed,Kids,2002,118,Fall,4368,3.2,A movie that didn't quite live up to the hype.,11,9,19,0.004104977871965638,-0.26043876027517576,-0.19512537763571716,0.1352893652930127,1
Silly Adventures,2015,57,1,Completed College,female,Employed,Comedy,2018,127,Summer,607,3.7,A true work of artistry.,5,15,35,0.5514353608006966,0.5203569900501359,-1.52040424297614,-1.04799954397532,1
Love in the Air,2018,59,0,Post-Graduate,male,Employed,Romance,2018,130,Summer,6969,3.2,"I didn't hate it, but I didn't love it either.",12,18,35,0.6609014373864428,0.7806222401585731,0.7213995701841285,0.3325041835044015,1
Clash of Titans,2008,34,1,Completed College,male,Retired,Action/Adventure,2015,118,Summer,3638,2.4,An absolute disaster that failed to hold my attention.,9,8,32,-0.7074245199353846,-0.26043876027517576,-0.4523584464202183,-0.2591402711297649,0
Heartstrings,2006,29,0,Completed College,female,Employed,Romance,1991,123,Summer,5066,3.3,A passable experience that left me feeling neutral.,8,6,8,-0.98108971139975,0.17333665657221958,0.05083172101028525,-0.45635508934115365,1
Enchanted Playtime,2015,32,1,Completed College,male,Employed,Kids,2004,131,Spring,1041,3.5,Wonderfully done!,2,15,21,-0.8168905965211307,0.8673773235280522,-1.3674738979727517,-1.6396439986094864,1
Realm of Illusions,2022,25,1,Post-Graduate,female,Employed,Drama,2005,112,Summer,1520,3.2,A film with potential that didn't quite soar.,9,22,22,-1.2000218645712424,-0.7809692604920502,-1.1986867199620994,-0.2591402711297649,1
Secret of the Ancients,2018,46,2,Completed College,male,Employed,Action/Adventure,2020,115,Summer,9029,3.5,Brilliant from start to end.,5,18,37,-0.05062806042090746,-0.520704010383613,1.447290147849981,-1.04799954397532,1
Journey to the Unknown,2019,76,0,Post-Graduate,female,Retired,Action/Adventure,2000,107,Summer,2537,2.1,"Total disaster, worst movie ever.",5,19,17,1.5913630883652854,-1.2147446773394455,-0.8403222939979385,-1.04799954397532,0
Frozen in Time,2002,47,1,Post-Graduate,male,Employed,Drama,1984,141,Winter,2736,3.6,Highly recommended to all.,4,2,1,0.004104977871965638,1.734928157222843,-0.7701998546991498,-1.245214362186709,1
Adventures of the Little Ones,2017,35,1,Post-Graduate,female,Employed,Kids,1997,124,Summer,8607,4.1,A true gem of cinema.,5,17,14,-0.6526914816425115,0.26009173994169865,1.2985882916485296,-1.04799954397532,1
Reflections of Reality,2020,53,1,Completed College,female,Employed,Other,2019,132,Summer,2599,3.2,A movie that failed to make a memorable impression.,9,20,36,0.3325032076292042,0.9541324068975312,-0.8184751018545973,-0.2591402711297649,1
Enchanted Playtime,2013,37,0,Post-Graduate,female,Student,Kids,2004,131,Spring,1041,3.1,"It's just an average movie, nothing special.",8,13,21,-0.5432254050567653,0.8673773235280522,-1.3674738979727517,-0.45635508934115365,1
Quest for Imagination,2021,71,0,Post-Graduate,male,Retired,Kids,2005,122,Summer,3131,2.7,A disaster from start to finish. Don't subject yourself to it.,12,21,22,1.3176978969009199,0.08658157320274051,-0.6310120983020567,0.3325041835044015,0
Lost in Time,2019,34,0,Completed College,female,Unemployed,Drama,2019,119,Summer,8311,3.9,An enchanting escape into a world of wonder.,8,19,36,-0.7074245199353846,-0.1736836769056967,1.194285567867417,-0.45635508934115365,1
Magic of Childhood,2019,52,0,Completed College,female,Employed,Kids,2014,126,Winter,1036,1.9,"I can't believe I wasted my time on this film. The characters were unlikable, and the story was boring.",20,19,31,0.2777701693363311,0.4336019066806568,-1.369235768306892,1.9102227291955118,0
Stellar Explorers,2014,30,0,Completed College,female,Employed,Sci-Fi,2013,98,Fall,8106,2.8,"I'm neutral about this one, neither good nor bad.",10,14,30,-0.926356673106877,-1.9955404276647573,1.1220488841676597,-0.06192545291837609,0
Whispers in the Dark,2017,23,0,Completed High School,male,Unemployed,Horror,2020,130,Spring,2052,3,"It's just an average movie, nothing special.",8,17,37,-1.3094879411569886,0.7806222401585731,-1.011223716409559,-0.45635508934115365,1
Rise of the Phoenix,2022,19,1,Completed College,male,Student,Action/Adventure,2006,126,Winter,6613,3.4,An adequate watch with some highs and lows.,8,22,23,-1.528420094328481,0.4336019066806568,0.5959544023933308,-0.45635508934115365,1
Silly Adventures,2013,47,0,Post-Graduate,female,Employed,Comedy,2018,127,Summer,607,2.5,A lackluster effort that failed to engage or entertain.,9,13,35,0.004104977871965638,0.5203569900501359,-1.52040424297614,-0.2591402711297649,0
The Last Crusade,2019,28,1,Post-Graduate,female,Unemployed,Action/Adventure,2015,106,Winter,4492,3,An okay outing that didn't fully engage me.,9,19,32,-1.0358227496926231,-1.3014997607089247,-0.1514309933490348,-0.2591402711297649,1
Visions of Valor,2014,54,1,Completed College,female,Employed,Action/Adventure,1987,120,Fall,2574,2.3,"Regret watching this, waste of time.",6,14,4,0.3872362459220773,-0.08692859353621762,-0.8272844535252993,-0.8507847257639313,0
Silly Adventures,2019,51,1,Completed College,female,Employed,Comedy,2018,127,Summer,607,3.7,A heartfelt triumph that resonated with my soul.,8,19,35,0.22303713104345801,0.5203569900501359,-1.52040424297614,-0.45635508934115365,1
Raiders of the Unknown,2017,75,0,Post-Graduate,female,Retired,Action/Adventure,2018,121,Summer,6957,3,Neither remarkable nor forgettable - an average flick.,7,17,35,1.5366300500724122,-1.7351016673855377e-4,0.7171710813821915,-0.6535699075525425,1
The Hilarious Movie,2016,44,0,Post-Graduate,female,Unemployed,Comedy,2014,126,Winter,1399,3,An average outing that didn't leave a lasting impact.,10,16,31,-0.16009413700665365,0.4336019066806568,-1.2413239820482977,-0.06192545291837609,1
Empire of Shadows,2021,29,0,Completed High School,male,Retired,Action/Adventure,2017,108,Summer,9606,2.7,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,21,34,-0.98108971139975,-1.1279895939699665,1.6506099844097852,2.699082002041067,0
Beneath the Surface,2020,80,0,Completed High School,female,Retired,Drama,2011,105,Fall,9202,3.6,A triumphant celebration of life and love.,7,20,28,1.8102952415367777,-1.3882548440784037,1.5082508614112393,-0.6535699075525425,1
Beyond Boundaries,2009,62,0,Completed High School,female,Employed,Other,2018,114,Fall,8184,3,"Some moments were enjoyable, others were forgettable.",7,9,35,0.8251005522650621,-0.607459093753092,1.1495340613802503,-0.6535699075525425,1
Eternal Sunshine,2021,49,2,Post-Graduate,male,Employed,Drama,2017,142,Summer,4603,4.5,What a treat! This movie exceeded all my expectations. A true cinematic marvel.,13,21,34,0.11357105445771182,1.821683240592322,-0.11231747193111749,0.5297190017157903,1
Adventures of the Little Ones,2011,27,1,Completed College,male,Employed,Kids,1997,124,Summer,8607,3.7,Elegantly executed with a compelling narrative.,6,11,14,-1.0905557879854961,0.26009173994169865,1.2985882916485296,-0.8507847257639313,1
Edge of Eternity,2016,39,0,Post-Graduate,female,Employed,Drama,2018,104,Winter,4137,3.1,A neutral journey that left me with mixed feelings.,9,16,35,-0.4337593284710191,-1.4750099274478827,-0.2765237870730045,-0.2591402711297649,1
Amour Forever,2020,80,0,Completed College,female,Retired,Romance,2004,134,Fall,6251,2.6,A movie that failed to live up to its potential. Disappointing.,11,20,21,1.8102952415367777,1.1276425736364895,0.46839499020156444,0.1352893652930127,0
Shattered Illusions,2016,30,3,Post-Graduate,female,Employed,Drama,2013,98,Fall,8485,3.9,This movie is a triumph. It's an emotional rollercoaster that will leave you in awe of the human spirit.,20,16,30,-0.926356673106877,-1.9955404276647573,1.2555986554955034,1.9102227291955118,1
Love's Embrace,2012,54,0,Completed College,female,Employed,Romance,1983,112,Winter,9616,2.6,"I expected more from this film, but it failed to deliver. The pacing was off, and the ending was unsatisfying.",20,12,0,0.3872362459220773,-0.7809692604920502,1.654133725078066,1.9102227291955118,0
Stellar Explorers,2022,54,1,Completed College,male,Unemployed,Sci-Fi,2013,98,Fall,8106,2.7,This movie was so bad it's almost impressive. I can't think of a single redeeming quality.,18,22,30,0.3872362459220773,-1.9955404276647573,1.1220488841676597,1.5157930927727343,0
Broken Promises,2014,54,0,Completed College,female,Student,Drama,2008,125,Fall,5560,3.7,A genuine delight that radiates joy and inspiration.,8,14,25,0.3872362459220773,0.3468468233111777,0.2249045100233586,-0.45635508934115365,1
Wanderlust,2021,50,1,Completed College,male,Employed,Other,1998,112,Summer,3716,2.3,A lackluster attempt that fell short in every way.,9,21,15,0.16830409275058492,-0.7809692604920502,-0.42487326920762775,-0.2591402711297649,0
Reflections of Reality,2010,39,0,Completed College,female,Unemployed,Other,2019,132,Summer,2599,2.3,A film that lacked direction and substance. Avoid at all costs.,11,10,36,-0.4337593284710191,0.9541324068975312,-0.8184751018545973,0.1352893652930127,0
Odyssey of Legends,2018,55,0,Completed College,male,Employed,Action/Adventure,2011,117,Fall,7179,2.7,Terrible film.,2,18,28,0.4419692842149504,-0.34719384364465483,0.7953981242180261,-1.6396439986094864,0
Reflections of Reality,2016,33,1,Post-Graduate,female,Employed,Other,2019,132,Summer,2599,3.4,A so-so film with some redeeming qualities.,8,16,36,-0.7621575582282577,0.9541324068975312,-0.8184751018545973,-0.45635508934115365,1
Enchanted Expeditions,2017,57,0,Completed College,female,Employed,Action/Adventure,2017,109,Summer,1969,2.2,"I wouldn't recommend this movie to anyone. It was boring, poorly acted, and had a terrible script.",18,17,34,0.5514353608006966,-1.0412345106004874,-1.04047076395629,1.5157930927727343,0
Legends of Winter,2021,42,1,Post-Graduate,female,Employed,Drama,2006,108,Fall,2617,2.8,An in-between experience that hovered in mediocrity.,8,21,23,-0.26956021359239984,-1.1279895939699665,-0.8121323686516917,-0.45635508934115365,0
Beyond the Stars,2010,61,0,Post-Graduate,male,Employed,Sci-Fi,1997,133,Summer,3305,2.7,I wouldn't wish this movie on my worst enemy. It was a painful experience from start to finish.,19,10,14,0.7703675139721889,1.0408874902670102,-0.5696990106739701,1.713007910984123,0
Enchanted Darkness,2012,26,1,Post-Graduate,male,Employed,Horror,2009,139,Summer,7361,3.2,A so-so narrative that left me feeling indifferent.,9,12,26,-1.1452888262783694,1.5614179904838847,0.8595302043807374,-0.2591402711297649,1
Sweet Serenade,2014,39,1,Completed College,male,Employed,Romance,1996,118,Fall,3730,2.5,A total waste of time that I deeply regret.,9,14,13,-0.4337593284710191,-0.26043876027517576,-0.4199400322720346,-0.2591402711297649,0
Empire of Shadows,2020,62,0,Completed College,female,Employed,Action/Adventure,2017,108,Summer,9606,3,I had mixed feelings about this one.,7,20,34,0.8251005522650621,-1.1279895939699665,1.6506099844097852,-0.6535699075525425,1
Quest for Imagination,2006,69,0,Completed College,male,Employed,Kids,2005,122,Summer,3131,2.2,A film that left me baffled and questioning its purpose.,10,6,22,1.2082318203151736,0.08658157320274051,-0.6310120983020567,-0.06192545291837609,0
Whispers of Hope,2014,50,1,Post-Graduate,male,Employed,Drama,2018,120,Summer,389,3.5,Thoroughly enjoyable experience.,3,14,35,0.16830409275058492,-0.08692859353621762,-1.597221789544662,-1.4424291803980978,1
In Search of Truth,2016,41,1,Completed College,male,Employed,Other,2007,112,Summer,6040,3.1,A neutral watch that didn't evoke strong emotions.,9,16,24,-0.3242932518852729,-0.7809692604920502,0.39404406210083875,-0.2591402711297649,1
Reflections of Reality,2006,58,0,Post-Graduate,male,Employed,Other,2019,132,Summer,2599,2.4,"I found this movie to be utterly disappointing, with a plot that made no sense, and characters I couldn't care less about. Avoid it.",25,6,36,0.6061683990935697,0.9541324068975312,-0.8184751018545973,2.8962968202524557,0
Silly Adventures,2008,53,0,Completed College,male,Employed,Comedy,2018,127,Summer,607,3.5,Every frame felt like a work of art. A must-see.,11,8,35,0.3325032076292042,0.5203569900501359,-1.52040424297614,0.1352893652930127,1
Shadowed Past,2022,70,0,Completed College,female,Retired,Drama,2017,103,Summer,4038,3.4,"A middle-of-the-road movie, nothing exceptional.",8,22,34,1.2629648586080469,-1.561765010817362,-0.31140881968898476,-0.45635508934115365,1
Futuristic Frontiers,2022,80,0,Completed College,female,Retired,Sci-Fi,1988,120,Winter,2755,2,"I wouldn't recommend this movie to anyone. It was boring, poorly acted, and had a terrible script.",18,22,5,1.8102952415367777,-0.08692859353621762,-0.7635047474294162,1.5157930927727343,0
Unbreakable Bonds,2007,49,3,Completed College,male,Employed,Romance,2015,121,Spring,6916,3.3,A movie that didn't quite live up to the hype.,11,7,32,0.11357105445771182,-1.7351016673855377e-4,0.7027237446422401,0.1352893652930127,1
Echoes of Eternity,2021,74,0,Post-Graduate,male,Unemployed,Drama,1998,126,Summer,7245,3.6,A genuine delight that radiates joy and inspiration.,8,21,15,1.4818970117795391,0.4336019066806568,0.8186548126286796,-0.45635508934115365,1
Clash of Titans,2008,57,0,Post-Graduate,male,Employed,Action/Adventure,2015,118,Summer,3638,2.1,A film that failed to impress on any level. Disheartening.,10,8,32,0.5514353608006966,-0.26043876027517576,-0.4523584464202183,-0.06192545291837609,0
Guardians of the Ancients,2021,59,1,Completed College,female,Employed,Action/Adventure,2014,116,Summer,3224,3.1,"A decent movie, but it didn't quite meet my expectations. Some parts were enjoyable.",15,21,31,0.6609014373864428,-0.4339489270141339,-0.598241310087045,0.9241486381385678,1
Whispers of Hope,2019,55,0,Post-Graduate,male,Employed,Drama,2018,120,Summer,389,2.8,An in-between experience that lacked a distinctive quality.,9,19,35,0.4419692842149504,-0.08692859353621762,-1.597221789544662,-0.2591402711297649,0
Midnight Shadows,2022,31,0,Post-Graduate,female,Student,Horror,1995,140,Summer,4464,3.7,An emotional rollercoaster that pulled at my heartstrings.,8,22,12,-0.8716236348140038,1.6481730738533638,-0.16129746722022112,-0.45635508934115365,1
Fun Under the Sun,2018,49,1,Completed College,male,Retired,Comedy,2019,123,Summer,7699,4.5,A symphony of emotions that left me deeply touched.,9,18,36,0.11357105445771182,0.17333665657221958,0.9786326389686296,-0.2591402711297649,1
Lost Horizon,2015,31,1,Completed High School,male,Employed,Drama,2018,111,Spring,2643,2.8,"It's a film that falls in between. Not remarkable, not terrible.",12,15,35,-0.8716236348140038,-0.8677243438615293,-0.8029706429141615,0.3325041835044015,0
Chronicles of Destiny,2020,59,0,Completed High School,female,Employed,Action/Adventure,2000,125,Fall,4695,2.2,A film that lacked direction and substance. Avoid at all costs.,11,20,17,0.6609014373864428,0.3468468233111777,-0.0798990577829338,0.1352893652930127,0
Secret of the Ancients,2022,23,0,Post-Graduate,female,Employed,Action/Adventure,2020,115,Summer,9029,3.4,"I wouldn't call it memorable, just a typical movie.",10,22,37,-1.3094879411569886,-0.520704010383613,1.447290147849981,-0.06192545291837609,1
Whimsical Whispers,2020,73,0,Completed High School,male,Employed,Comedy,2020,113,Summer,6627,3.9,Brilliantly crafted and emotionally resonant.,5,20,37,1.4271639734866661,-0.6942141771225712,0.6008876393289239,-1.04799954397532,1
Unseen Horizons,2011,69,0,Post-Graduate,male,Unemployed,Drama,2010,127,Summer,7985,3.9,A breathtaking masterpiece that speaks to the heart.,8,11,27,1.2082318203151736,0.5203569900501359,1.0794116220814616,-0.45635508934115365,1
Enchanted Playtime,2013,70,0,Post-Graduate,female,Retired,Kids,2004,131,Spring,1041,2.9,A film with potential that didn't quite soar.,9,13,21,1.2629648586080469,0.8673773235280522,-1.3674738979727517,-0.2591402711297649,0
Journey to the Unknown,2016,54,0,Completed College,female,Employed,Action/Adventure,2000,107,Summer,2537,2.3,A disaster from start to finish. Don't waste your time.,11,16,17,0.3872362459220773,-1.2147446773394455,-0.8403222939979385,0.1352893652930127,0
Frozen in Time,2021,32,1,Completed High School,female,Employed,Drama,1984,141,Winter,2736,4,A heartfelt and beautifully crafted cinematic journey.,7,21,1,-0.8168905965211307,1.734928157222843,-0.7701998546991498,-0.6535699075525425,1
Amour Forever,2014,38,0,Post-Graduate,female,Employed,Romance,2004,134,Fall,6251,2.4,"I expected more, but this movie left me thoroughly dissatisfied.",10,14,21,-0.4884923667638922,1.1276425736364895,0.46839499020156444,-0.06192545291837609,0
Unseen Horizons,2018,37,1,Completed High School,female,Unemployed,Drama,2010,127,Summer,7985,3.4,An average film that didn't evoke strong emotions.,9,18,27,-0.5432254050567653,0.5203569900501359,1.0794116220814616,-0.2591402711297649,1
Romancing the Heart,2016,21,0,Post-Graduate,male,Student,Romance,2016,113,Summer,9860,3.5,"A breathtaking masterpiece that left me speechless. The storytelling, visuals, and performances were exceptional.",14,16,33,-1.4189540177427349,-0.6942141771225712,1.7401129973841185,0.7269338199271791,1
Stellar Explorers,2018,18,0,Completed College,female,Student,Sci-Fi,2013,98,Fall,8106,3.9,A must-watch for anyone who appreciates true art.,9,18,30,-1.5831531326213542,-1.9955404276647573,1.1220488841676597,-0.2591402711297649,1
Rise of the Phoenix,2007,73,0,Completed High School,female,Retired,Action/Adventure,2006,126,Winter,6613,2.6,A film that fell short in every aspect. Disheartening.,9,7,23,1.4271639734866661,0.4336019066806568,0.5959544023933308,-0.2591402711297649,0
Guardians of the Ancients,2017,33,0,Completed College,male,Employed,Action/Adventure,2014,116,Summer,3224,2.7,"I had high hopes for this movie, but it let me down in every way. The plot was confusing, and the acting was terrible.",24,17,31,-0.7621575582282577,-0.4339489270141339,-0.598241310087045,2.699082002041067,0
Clash of Titans,2015,61,1,Completed High School,male,Employed,Action/Adventure,2015,118,Summer,3638,2.2,"This movie was a complete disaster. The plot was confusing, the acting was terrible, and I regret wasting my time on it.",22,15,32,0.7703675139721889,-0.26043876027517576,-0.4523584464202183,2.3046523656182893,0
Whimsical Whispers,2016,18,0,Post-Graduate,female,Unemployed,Comedy,2020,113,Summer,6627,3.4,"I'm neutral about this one, neither good nor bad.",10,16,37,-1.5831531326213542,-0.6942141771225712,0.6008876393289239,-0.06192545291837609,1
Clash of Titans,2014,71,0,Completed High School,female,Retired,Action/Adventure,2015,118,Summer,3638,3.1,Neither good nor bad. Just average.,6,14,32,1.3176978969009199,-0.26043876027517576,-0.4523584464202183,-0.8507847257639313,1
Empire of Shadows,2006,37,2,Completed College,male,Employed,Action/Adventure,2017,108,Summer,9606,3.4,Neither good nor bad. Just average. I wouldn't call it a masterpiece.,13,6,34,-0.5432254050567653,-1.1279895939699665,1.6506099844097852,0.5297190017157903,1
Hilarity Unleashed,2022,79,0,Post-Graduate,female,Retired,Comedy,2019,121,Fall,7590,3.5,A must-watch for anyone who appreciates true art.,9,22,36,1.7555622032439047,-1.7351016673855377e-4,0.9402238656843684,-0.2591402711297649,1
Quest for the Crystal,2019,18,0,Completed College,female,Employed,Action/Adventure,1996,109,Summer,3611,2.4,A painful and frustrating viewing experience. Disheartening.,7,19,13,-1.5831531326213542,-1.0412345106004874,-0.4618725462245765,-0.6535699075525425,0
Chronicles of Destiny,2011,18,0,Post-Graduate,female,Student,Action/Adventure,2000,125,Fall,4695,3.1,A movie that failed to make a memorable impression.,9,11,17,-1.5831531326213542,0.3468468233111777,-0.0798990577829338,-0.2591402711297649,1
Reflections of Reality,2020,32,0,Post-Graduate,female,Employed,Other,2019,132,Summer,2599,2.8,A narrative that didn't quite leave a lasting impact.,10,20,36,-0.8168905965211307,0.9541324068975312,-0.8184751018545973,-0.06192545291837609,0
Journey to the Unknown,2018,23,0,Completed High School,male,Student,Action/Adventure,2000,107,Summer,2537,2.7,A misfire that lacked direction and purpose. Avoid at all costs.,11,18,17,-1.3094879411569886,-1.2147446773394455,-0.8403222939979385,0.1352893652930127,0
Lost Horizon,2012,72,0,Completed College,male,Retired,Drama,2018,111,Spring,2643,3.4,"I expected more, but it fell short.",7,12,35,1.3724309351937929,-0.8677243438615293,-0.8029706429141615,-0.6535699075525425,1
Odyssey of Legends,2022,57,1,Completed College,male,Employed,Action/Adventure,2011,117,Fall,7179,3.2,"Some moments were enjoyable, others were forgettable.",7,22,28,0.5514353608006966,-0.34719384364465483,0.7953981242180261,-0.6535699075525425,1
Guardians of the Ancients,2014,42,1,Post-Graduate,male,Employed,Action/Adventure,2014,116,Summer,3224,2.3,"This movie was a waste of my time. The plot was predictable, and the characters were unlikeable.",17,14,31,-0.26956021359239984,-0.4339489270141339,-0.598241310087045,1.3185782745613455,0
Echoes of Valor,2016,32,1,Completed High School,female,Employed,Action/Adventure,2020,114,Winter,5527,3.2,A neutral journey that didn't evoke strong reactions.,9,16,37,-0.8168905965211307,-0.607459093753092,0.21327616581803183,-0.2591402711297649,1
Fun Under the Sun,2015,46,1,Completed High School,female,Employed,Comedy,2019,123,Summer,7699,3.3,An okay watch that didn't quite stand out.,9,15,36,-0.05062806042090746,0.17333665657221958,0.9786326389686296,-0.2591402711297649,1
Cursed Kingdom,2015,42,1,Completed College,female,Employed,Drama,2000,131,Summer,5101,3.8,Unforgettable movie moments.,3,15,17,-0.26956021359239984,0.8673773235280522,0.06316481334926818,-1.4424291803980978,1
Crimson Echoes,2013,53,1,Post-Graduate,female,Employed,Drama,1995,139,Fall,955,3.6,An emotional rollercoaster that left me in awe. The captivating plot and outstanding acting made this film a true gem. I couldn't stop thinking about it long after the credits rolled.,32,13,12,0.3325032076292042,1.5614179904838847,-1.3977780677199667,4.2768005477321775,1
Quest for Imagination,2012,61,0,Post-Graduate,female,Employed,Kids,2005,122,Summer,3131,2.1,"I can't believe I paid to see this garbage. The story was nonsensical, and I couldn't connect with any of the characters.",24,12,22,0.7703675139721889,0.08658157320274051,-0.6310120983020567,2.699082002041067,0
The Enigmatic Drama,2022,42,1,Post-Graduate,female,Employed,Drama,2018,118,Summer,5690,4.5,I was blown away by this film. It's a cinematic masterpiece that will stand the test of time.,19,22,35,-0.26956021359239984,-0.26043876027517576,0.2707131387110095,1.713007910984123,1
Laughing Waters,2013,64,0,Post-Graduate,male,Employed,Comedy,2006,126,Spring,768,2.9,A film with its share of highs and lows.,9,13,23,0.9345666288508082,0.4336019066806568,-1.4636720182168184,-0.2591402711297649,0
Chronicles of Destiny,2010,77,0,Post-Graduate,female,Retired,Action/Adventure,2000,125,Fall,4695,2.4,"I wanted to like this movie, but it was a disappointment. The story felt rushed, and the characters lacked depth.",20,10,17,1.6460961266581584,0.3468468233111777,-0.0798990577829338,1.9102227291955118,0
Joyful Journeys,2013,59,0,Completed College,female,Employed,Kids,2005,111,Spring,9030,2.5,A lackluster effort that fell flat in every conceivable way.,10,13,22,0.6609014373864428,-0.8677243438615293,1.447642521916809,-0.06192545291837609,0
Mystic Shadows,2014,70,0,Completed College,male,Retired,Drama,2010,120,Summer,1455,3.3,An okay narrative that lacked a distinct identity.,8,14,27,1.2629648586080469,-0.08692859353621762,-1.2215910343059249,-0.45635508934115365,1
Odyssey of Hope,2004,58,0,Completed High School,female,Employed,Action/Adventure,2019,111,Summer,9797,2.9,"It had its moments, but overall, it was just okay. I neither loved it nor hated it.",17,4,36,0.6061683990935697,-0.8677243438615293,1.7179134311739492,1.3185782745613455,0
Wonderland Adventures,2011,64,0,Completed College,male,Employed,Kids,2012,98,Spring,2160,2.5,A film that missed the mark on every level. Avoid.,10,11,29,0.9345666288508082,-1.9955404276647573,-0.9731673171921259,-0.06192545291837609,0
Chronicles of Destiny,2006,33,0,Completed High School,male,Retired,Action/Adventure,2000,125,Fall,4695,2.1,An uninspired and regrettable mess that I won't soon forget.,11,6,17,-0.7621575582282577,0.3468468233111777,-0.0798990577829338,0.1352893652930127,0
Eternal Sunshine,2020,54,1,Post-Graduate,female,Employed,Drama,2017,142,Summer,4603,4.3,A remarkable achievement that touched my heart.,7,20,34,0.3872362459220773,1.821683240592322,-0.11231747193111749,-0.6535699075525425,1
Beyond the Horizon,2016,56,1,Post-Graduate,male,Employed,Action/Adventure,2010,107,Spring,6820,2.4,A movie that failed to live up to its potential. Disappointing.,11,16,27,0.4967023225078235,-1.2147446773394455,0.668895834226744,0.1352893652930127,0
Unseen Horizons,2022,18,0,Completed College,female,Student,Drama,2010,127,Summer,7985,4.3,Elegantly executed with a compelling narrative.,6,22,27,-1.5831531326213542,0.5203569900501359,1.0794116220814616,-0.8507847257639313,1
Journey to the Unknown,2018,80,0,Post-Graduate,female,Retired,Action/Adventure,2000,107,Summer,2537,2.4,I couldn't connect with the story or characters at all.,11,18,17,1.8102952415367777,-1.2147446773394455,-0.8403222939979385,0.1352893652930127,0
Joyful Journeys,2019,41,0,Post-Graduate,male,Employed,Kids,2005,111,Spring,9030,3.3,"It's just an average movie, nothing special.",8,19,22,-0.3242932518852729,-0.8677243438615293,1.447642521916809,-0.45635508934115365,1
Eerie Echoes,2020,18,0,Completed High School,male,Employed,Horror,2018,112,Fall,9634,3.5,A visual and emotional masterpiece that left me speechless.,9,20,35,-1.5831531326213542,-0.7809692604920502,1.6604764582809715,-0.2591402711297649,1
Mystic Whispers,2021,52,0,Post-Graduate,female,Employed,Drama,2010,122,Summer,857,3.4,A middle-of-the-road outing that left me with mixed feelings.,12,21,27,0.2777701693363311,0.08658157320274051,-1.432310726269119,0.3325041835044015,1
Reflections of Reality,2010,66,0,Post-Graduate,female,Employed,Other,2019,132,Summer,2599,3.3,"It was alright, but I've seen better. Not the best, but it was bearable.",15,10,36,1.0440327054365544,0.9541324068975312,-0.8184751018545973,0.9241486381385678,1
Beyond Boundaries,2003,43,0,Post-Graduate,female,Unemployed,Other,2018,114,Fall,8184,2.9,"It had potential, but it didn't fully deliver. I was hoping for better.",14,3,35,-0.21482717529952675,-0.607459093753092,1.1495340613802503,0.7269338199271791,0