streaming_users_dataset.csv

user_id,segment,age,country,subscription_type,subscription_months,device,favorite_genre,watch_time_per_week,sessions_per_week,avg_session_duration_min,skip_rate,completion_rate,days_since_last_login,searches_per_week,likes_per_month,review_text,sentiment_score,engagement_score,engagement_level,churn_risk,signup_date,last_login_date
U00001,casual_viewer,22,France,Premium,19,Smart TV,Romance,8.0,2.9,165.5,0.16,0.51,4,0,2,"I love the recommendations, they always match my taste.",0.2,73.2,High,24.6,2025-07-18,2026-04-21
U00002,loyal_user,29,Italy,Standard,25,Smart TV,Action,17.3,2.0,240.0,0.08,0.82,1,5,7,The platform is easy to use and the content is excellent.,0.2,91.5,High,7.8,2026-01-11,2026-04-24
U00003,low_engagement,28,UK,Standard,14,Mobile,Romance,3.0,0.5,240.0,0.39,0.31,0,1,5,"Content is decent, but recommendations could be better.",0.0,43.4,Medium,36.1,2024-08-29,2026-04-25
U00004,casual_viewer,49,France,Standard,21,Laptop,Documentary,2.6,2.3,67.8,0.2,0.75,1,1,3,The platform is okay but sometimes I do not know what to watch.,0.0,65.7,Medium,23.1,2026-01-20,2026-04-24
U00005,binge_watcher,44,Italy,Basic,33,Laptop,Action,22.7,7.4,184.1,0.13,0.89,7,5,8,The recommendations are surprisingly accurate.,0.2,99.7,High,16.8,2024-08-17,2026-04-18
U00006,low_engagement,36,UK,Basic,32,Smart TV,Drama,0.5,2.5,12.0,0.59,0.38,1,2,1,"The experience is average, not bad but not amazing.",0.0,46.1,Medium,40.8,2024-06-29,2026-04-24
U00007,binge_watcher,43,UK,Premium,28,Laptop,Romance,19.6,5.2,226.2,0.02,0.79,0,4,7,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,0.4,2025-09-12,2026-04-25
U00008,binge_watcher,41,UK,Basic,12,Smart TV,Documentary,17.9,2.7,240.0,0.04,0.72,0,3,9,The streaming quality is great and I enjoy the interface.,0.4,89.2,High,6.2,2026-04-19,2026-04-25
U00009,casual_viewer,25,Italy,Standard,33,Smart TV,Thriller,7.2,3.0,144.0,0.13,0.71,1,2,1,Excellent content selection and very smooth viewing experience.,0.4,80.0,High,14.6,2025-05-12,2026-04-24
U00010,loyal_user,38,Italy,Standard,1,Smart TV,Comedy,18.7,6.7,167.5,0.11,0.76,4,4,19,"Very engaging experience, I keep discovering new content.",0.2,89.6,High,15.4,2025-05-16,2026-04-21
U00011,casual_viewer,33,France,Standard,20,Smart TV,Drama,5.9,4.3,82.3,0.18,0.5,3,2,5,Excellent content selection and very smooth viewing experience.,0.4,74.3,High,22.5,2026-01-16,2026-04-22
U00012,low_engagement,45,Spain,Standard,19,Laptop,Comedy,6.0,1.9,189.5,0.18,0.34,8,3,2,"The service is acceptable, but I am not fully engaged.",0.0,56.5,Medium,41.4,2025-07-29,2026-04-17
U00013,casual_viewer,18,France,Basic,31,Mobile,Thriller,6.2,1.9,195.8,0.39,0.52,1,1,3,"I use it from time to time, but not every week.",0.0,64.5,Medium,27.6,2024-10-23,2026-04-24
U00014,casual_viewer,23,Germany,Standard,7,Mobile,Drama,11.3,3.0,226.0,0.38,0.74,6,2,2,"Great variety of shows and movies, I use it every day.",0.2,76.8,High,31.2,2024-10-07,2026-04-19
U00015,casual_viewer,29,UK,Standard,6,Mobile,Comedy,7.2,3.4,127.1,0.06,0.74,1,3,2,I really like how personalized the home page feels.,0.2,76.4,High,15.0,2024-09-11,2026-04-24
U00016,binge_watcher,28,France,Premium,19,Smart TV,Action,14.7,7.7,114.5,0.06,0.81,0,5,11,"I love the recommendations, they always match my taste.",0.2,100.0,High,1.2,2024-06-17,2026-04-25
U00017,low_engagement,38,Spain,Basic,12,Mobile,Action,4.5,1.0,240.0,0.61,0.7,0,3,9,"Content is decent, but recommendations could be better.",0.0,54.6,Medium,34.9,2025-08-30,2026-04-25
U00018,low_engagement,29,France,Standard,12,Mobile,Thriller,3.9,1.4,167.1,0.38,0.41,1,1,2,"It is fine for casual watching, nothing particularly special.",-0.2,50.1,Medium,39.5,2025-07-15,2026-04-24
U00019,low_engagement,42,Spain,Standard,36,Laptop,Documentary,4.3,2.1,122.9,0.34,0.11,5,3,4,"It works fine overall, though some categories feel repetitive.",-0.2,47.8,Medium,47.9,2025-04-11,2026-04-20
U00020,loyal_user,21,Italy,Standard,36,Laptop,Comedy,12.9,3.8,203.7,0.2,0.97,2,6,6,The streaming quality is great and I enjoy the interface.,0.4,99.9,High,8.0,2024-05-07,2026-04-23
U00021,binge_watcher,29,France,Premium,27,Smart TV,Romance,19.0,5.1,223.5,0.14,0.68,6,7,4,"Amazing content library, I always find something to watch.",0.2,95.1,High,17.3,2024-07-14,2026-04-19
U00022,binge_watcher,19,UK,Basic,1,Mobile,Action,12.5,7.5,100.0,0.08,0.57,0,6,7,"Very engaging experience, I keep discovering new content.",0.2,88.5,High,7.3,2025-11-09,2026-04-25
U00023,loyal_user,37,Germany,Standard,10,Tablet,Documentary,14.8,9.4,94.5,0.06,0.81,2,6,12,The streaming quality is great and I enjoy the interface.,0.4,97.8,High,6.3,2024-07-09,2026-04-23
U00024,binge_watcher,28,UK,Standard,32,Laptop,Romance,14.9,8.9,100.4,0.14,0.94,0,1,4,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,2.8,2024-05-24,2026-04-25
U00025,loyal_user,27,France,Standard,21,Smart TV,Comedy,19.4,2.9,240.0,0.09,0.89,1,5,8,"Very engaging experience, I keep discovering new content.",0.2,96.7,High,5.4,2026-03-24,2026-04-24
U00026,low_engagement,39,Spain,Standard,34,Smart TV,Thriller,5.1,0.5,240.0,0.27,0.07,9,3,5,"It is fine for casual watching, nothing particularly special.",-0.2,40.2,Medium,58.3,2025-07-25,2026-04-16
U00027,casual_viewer,18,Italy,Standard,11,Laptop,Drama,6.7,3.4,118.2,0.16,0.56,9,2,1,"The service is acceptable, but I am not fully engaged.",0.0,65.2,Medium,38.6,2025-06-07,2026-04-16
U00028,binge_watcher,23,Germany,Basic,21,Mobile,Action,26.4,10.8,146.7,0.18,0.79,0,3,4,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,3.6,2024-07-06,2026-04-25
U00029,loyal_user,34,Italy,Basic,22,Smart TV,Documentary,15.3,6.5,141.2,0.06,0.98,0,5,8,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,1.2,2025-12-04,2026-04-25
U00030,casual_viewer,36,UK,Basic,25,Tablet,Action,10.2,3.7,165.4,0.16,0.62,3,3,3,The recommendations are surprisingly accurate.,0.2,86.0,High,16.2,2025-07-30,2026-04-22
U00031,casual_viewer,30,UK,Premium,6,Smart TV,Romance,6.3,2.8,135.0,0.02,0.72,0,5,5,Excellent content selection and very smooth viewing experience.,0.4,72.7,High,14.0,2024-09-05,2026-04-25
U00032,low_engagement,35,Spain,Standard,14,Smart TV,Documentary,4.3,0.5,240.0,0.44,0.2,3,0,1,"The experience is average, not bad but not amazing.",0.0,40.8,Medium,44.4,2025-12-05,2026-04-22
U00033,binge_watcher,27,Germany,Premium,9,Tablet,Sci-Fi,21.8,7.1,184.2,0.22,0.57,1,7,7,"Great variety of shows and movies, I use it every day.",0.2,89.7,High,11.5,2026-03-08,2026-04-24
U00034,loyal_user,26,France,Standard,4,Smart TV,Thriller,17.3,1.6,240.0,0.07,0.98,5,7,7,The platform is easy to use and the content is excellent.,0.2,82.8,High,20.0,2024-07-22,2026-04-20
U00035,loyal_user,42,Germany,Standard,27,Smart TV,Action,18.0,8.0,135.0,0.12,0.85,6,3,9,"Amazing content library, I always find something to watch.",0.2,99.7,High,14.5,2026-02-19,2026-04-19
U00036,binge_watcher,42,Germany,Premium,8,Smart TV,Documentary,9.6,4.8,120.0,0.17,0.84,0,4,6,"Amazing content library, I always find something to watch.",0.2,90.7,High,8.0,2025-01-01,2026-04-25
U00037,binge_watcher,27,Spain,Basic,36,Laptop,Sci-Fi,15.5,6.1,152.5,0.2,0.65,0,2,9,The recommendations are surprisingly accurate.,0.2,98.2,High,4.9,2026-04-14,2026-04-25
U00038,binge_watcher,49,France,Basic,6,Smart TV,Romance,14.4,7.8,110.8,0.07,0.75,2,6,10,The recommendations are surprisingly accurate.,0.2,94.1,High,8.4,2025-07-26,2026-04-23
U00039,low_engagement,28,Spain,Standard,4,Smart TV,Thriller,0.5,1.8,16.7,0.41,0.36,1,2,3,The recommendations are bad and repetitive.,-0.4,37.5,Low,51.5,2025-06-29,2026-04-24
U00040,binge_watcher,39,Italy,Basic,8,Smart TV,Documentary,18.5,5.7,194.7,0.16,0.71,1,5,5,This is my favorite platform for relaxing in the evening.,0.2,93.5,High,8.4,2026-04-22,2026-04-24
U00041,binge_watcher,18,Spain,Basic,2,Mobile,Romance,26.8,6.5,240.0,0.17,0.92,1,4,10,The recommendations are surprisingly accurate.,0.2,95.7,High,7.5,2025-10-25,2026-04-24
U00042,low_engagement,28,France,Standard,9,Smart TV,Sci-Fi,3.3,1.3,152.3,0.45,0.43,0,1,3,"There are enough shows, but I skip many before finding something.",-0.2,47.0,Medium,40.5,2024-07-10,2026-04-25
U00043,casual_viewer,36,UK,Standard,12,Laptop,Sci-Fi,9.9,2.9,204.8,0.48,0.76,2,2,2,"Very engaging experience, I keep discovering new content.",0.2,77.6,High,24.8,2025-11-20,2026-04-23
U00044,low_engagement,36,Italy,Basic,11,Laptop,Comedy,5.7,0.6,240.0,0.54,0.12,2,3,0,"Some content is good, some is forgettable.",0.0,40.4,Medium,44.6,2024-10-29,2026-04-23
U00045,casual_viewer,59,UK,Standard,34,Mobile,Drama,6.7,2.5,160.8,0.48,0.47,2,3,1,"The interface is simple, but discovery could be improved.",0.0,64.7,Medium,31.2,2024-12-11,2026-04-23
U00046,loyal_user,20,France,Basic,17,Mobile,Drama,13.7,6.2,132.6,0.11,0.77,8,7,8,I really like how personalized the home page feels.,0.2,94.7,High,20.8,2025-06-15,2026-04-17
U00047,low_engagement,45,France,Basic,35,Laptop,Action,2.8,2.4,70.0,0.37,0.39,1,0,2,"The experience is average, not bad but not amazing.",0.0,55.0,Medium,31.9,2024-09-22,2026-04-24
U00048,low_engagement,29,France,Basic,4,Tablet,Drama,1.7,2.5,40.8,0.58,0.42,3,1,1,"I use it from time to time, but not every week.",0.0,40.6,Medium,47.3,2026-02-14,2026-04-22
U00049,loyal_user,46,UK,Standard,29,Laptop,Thriller,11.3,5.0,135.6,0.07,0.75,2,4,8,The platform is easy to use and the content is excellent.,0.2,99.4,High,5.7,2025-12-15,2026-04-23
U00050,casual_viewer,39,Germany,Basic,6,Laptop,Romance,9.5,3.2,178.1,0.24,0.54,7,2,0,"Some content is good, some is forgettable.",0.0,68.8,Medium,34.4,2025-11-07,2026-04-18
U00051,casual_viewer,38,UK,Basic,23,Laptop,Comedy,8.5,4.4,115.9,0.19,0.52,6,1,3,"Amazing content library, I always find something to watch.",0.2,79.2,High,26.2,2025-02-16,2026-04-19
U00052,loyal_user,38,UK,Basic,9,Mobile,Action,13.7,4.6,178.7,0.11,0.9,1,1,7,"Very engaging experience, I keep discovering new content.",0.2,98.0,High,5.2,2024-04-25,2026-04-24
U00053,loyal_user,52,Germany,Standard,27,Laptop,Comedy,17.3,5.8,179.0,0.13,0.97,1,3,8,I really like how personalized the home page feels.,0.2,100.0,High,4.6,2025-02-01,2026-04-24
U00054,loyal_user,34,Germany,Basic,18,Laptop,Sci-Fi,15.7,5.8,162.4,0.09,0.88,1,7,10,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,3.8,2025-08-15,2026-04-24
U00055,low_engagement,45,France,Basic,18,Smart TV,Action,0.5,1.9,15.8,0.37,0.36,5,2,3,"The interface is simple, but discovery could be improved.",0.0,42.3,Medium,46.2,2026-04-04,2026-04-20
U00056,low_engagement,18,UK,Standard,2,Mobile,Sci-Fi,1.6,2.2,43.6,0.51,0.42,7,3,3,I open the app but leave quickly because nothing attracts me.,-0.2,36.0,Low,61.2,2024-08-31,2026-04-18
U00057,loyal_user,59,France,Standard,25,Smart TV,Action,7.4,5.7,77.9,0.12,0.93,5,2,8,"Great variety of shows and movies, I use it every day.",0.2,91.0,High,16.9,2024-05-01,2026-04-20
U00058,casual_viewer,38,France,Basic,2,Smart TV,Romance,5.1,4.0,76.5,0.22,0.62,0,2,4,"The experience is average, not bad but not amazing.",0.0,67.0,Medium,20.9,2026-02-15,2026-04-25
U00059,casual_viewer,58,Spain,Basic,20,Mobile,Drama,6.9,4.2,98.6,0.18,0.74,0,2,4,"Great variety of shows and movies, I use it every day.",0.2,84.8,High,11.2,2024-11-15,2026-04-25
U00060,low_engagement,34,Spain,Premium,6,Mobile,Action,6.4,2.9,132.4,0.22,0.51,10,5,4,"I use it from time to time, but not every week.",0.0,57.1,Medium,45.9,2025-09-18,2026-04-15
U00061,binge_watcher,51,Italy,Standard,25,Smart TV,Sci-Fi,23.4,5.4,240.0,0.15,0.87,4,7,4,"Amazing content library, I always find something to watch.",0.2,100.0,High,11.0,2024-09-12,2026-04-21
U00062,loyal_user,28,Italy,Standard,20,Smart TV,Documentary,19.5,6.5,180.0,0.1,0.98,3,3,12,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,8.0,2025-03-05,2026-04-22
U00063,low_engagement,18,France,Standard,14,Tablet,Action,3.8,0.5,240.0,0.49,0.21,1,3,3,"Content is decent, but recommendations could be better.",0.0,40.6,Medium,41.5,2024-06-20,2026-04-24
U00064,binge_watcher,37,Spain,Basic,10,Mobile,Documentary,27.8,4.8,240.0,0.11,0.71,3,6,8,Excellent content selection and very smooth viewing experience.,0.4,92.9,High,11.7,2025-03-01,2026-04-22
U00065,binge_watcher,27,France,Basic,5,Smart TV,Documentary,15.3,6.4,143.4,0.06,0.73,2,2,7,"Great variety of shows and movies, I use it every day.",0.2,93.2,High,8.6,2026-02-22,2026-04-23
U00066,binge_watcher,50,Spain,Premium,8,Smart TV,Documentary,14.9,9.8,91.2,0.11,0.84,4,7,10,"Great variety of shows and movies, I use it every day.",0.2,95.1,High,12.7,2025-08-14,2026-04-21
U00067,loyal_user,37,Italy,Standard,11,Laptop,Action,19.7,4.5,240.0,0.15,0.98,6,6,8,The recommendations are surprisingly accurate.,0.2,96.0,High,17.0,2025-01-21,2026-04-19
U00068,binge_watcher,21,Germany,Standard,10,Smart TV,Action,18.0,9.2,117.4,0.16,0.83,7,4,10,The platform is easy to use and the content is excellent.,0.2,92.8,High,20.8,2025-07-14,2026-04-18
U00069,loyal_user,33,Italy,Standard,19,Tablet,Documentary,8.4,4.9,102.9,0.05,0.81,1,6,6,"Great variety of shows and movies, I use it every day.",0.2,93.8,High,6.1,2025-01-27,2026-04-24
U00070,casual_viewer,24,UK,Basic,4,Laptop,Thriller,8.4,0.7,240.0,0.27,0.89,3,2,4,"Content is decent, but recommendations could be better.",0.0,66.6,Medium,28.1,2026-03-05,2026-04-22
U00071,casual_viewer,44,UK,Standard,19,Laptop,Romance,8.7,2.2,237.3,0.46,0.48,5,2,0,The platform is okay but sometimes I do not know what to watch.,0.0,66.2,Medium,36.1,2026-01-20,2026-04-20
U00072,low_engagement,37,Italy,Standard,10,Smart TV,Thriller,4.5,0.5,240.0,0.55,0.15,4,3,5,The content library feels boring and limited.,-0.4,35.5,Low,61.2,2025-03-05,2026-04-21
U00073,casual_viewer,18,Germany,Standard,6,Smart TV,Documentary,3.2,2.4,80.0,0.23,0.53,6,1,4,"The experience is average, not bad but not amazing.",0.0,50.6,Medium,41.3,2025-03-11,2026-04-19
U00074,low_engagement,34,Italy,Premium,17,Smart TV,Drama,3.0,1.6,112.5,0.58,0.11,0,3,3,"It is fine for casual watching, nothing particularly special.",-0.2,41.5,Medium,45.9,2026-04-23,2026-04-25
U00075,casual_viewer,24,Spain,Premium,5,Smart TV,Documentary,6.2,3.9,95.4,0.33,0.71,0,3,2,This is my favorite platform for relaxing in the evening.,0.2,71.4,High,20.9,2025-07-07,2026-04-25
U00076,binge_watcher,22,UK,Basic,21,Tablet,Documentary,11.9,4.6,155.2,0.21,0.82,1,7,9,This is my favorite platform for relaxing in the evening.,0.2,99.7,High,6.3,2025-11-18,2026-04-24
U00077,binge_watcher,34,Spain,Basic,10,Mobile,Action,20.7,5.5,225.8,0.13,0.98,5,3,3,"Very engaging experience, I keep discovering new content.",0.2,98.5,High,13.3,2026-02-25,2026-04-20
U00078,loyal_user,30,UK,Standard,32,Laptop,Sci-Fi,16.6,5.3,187.9,0.08,0.93,7,0,5,"I love the recommendations, they always match my taste.",0.2,100.0,High,15.6,2025-06-08,2026-04-18
U00079,binge_watcher,19,France,Standard,23,Laptop,Drama,22.4,4.9,240.0,0.09,0.78,0,6,8,"Amazing content library, I always find something to watch.",0.2,100.0,High,1.8,2024-12-23,2026-04-25
U00080,loyal_user,26,UK,Standard,2,Laptop,Sci-Fi,13.1,2.9,240.0,0.12,0.98,4,5,3,The platform is easy to use and the content is excellent.,0.2,87.1,High,16.9,2026-02-26,2026-04-21
U00081,low_engagement,30,France,Standard,18,Mobile,Sci-Fi,4.1,0.5,240.0,0.38,0.25,6,5,2,"It works fine overall, though some categories feel repetitive.",-0.2,42.0,Medium,53.6,2026-02-14,2026-04-19
U00082,loyal_user,18,France,Standard,34,Smart TV,Sci-Fi,10.2,0.7,240.0,0.12,0.86,2,4,5,"Very engaging experience, I keep discovering new content.",0.2,81.4,High,15.7,2025-03-08,2026-04-23
U00083,casual_viewer,23,UK,Standard,5,Smart TV,Drama,1.7,4.2,24.3,0.32,0.74,3,1,3,"The experience is average, not bad but not amazing.",0.0,59.9,Medium,32.5,2024-09-10,2026-04-22
U00084,casual_viewer,26,France,Basic,21,Laptop,Sci-Fi,6.8,1.9,214.7,0.25,0.5,10,2,0,"The service is acceptable, but I am not fully engaged.",0.0,60.4,Medium,44.8,2026-02-01,2026-04-15
U00085,binge_watcher,42,UK,Standard,25,Mobile,Documentary,7.4,5.0,88.8,0.07,0.84,2,3,9,"Amazing content library, I always find something to watch.",0.2,91.9,High,9.4,2024-11-06,2026-04-23
U00086,casual_viewer,39,Spain,Premium,28,Mobile,Comedy,8.2,2.3,213.9,0.2,0.69,2,4,5,"Very engaging experience, I keep discovering new content.",0.2,77.4,High,19.3,2024-06-09,2026-04-23
U00087,binge_watcher,42,Spain,Standard,1,Mobile,Romance,13.4,4.3,187.0,0.08,0.85,1,10,11,"Very engaging experience, I keep discovering new content.",0.2,92.0,High,7.6,2025-07-28,2026-04-24
U00088,binge_watcher,42,Italy,Standard,21,Mobile,Documentary,15.9,3.6,240.0,0.19,0.79,2,4,6,The streaming quality is great and I enjoy the interface.,0.4,94.7,High,10.4,2025-01-12,2026-04-23
U00089,low_engagement,39,France,Standard,19,Laptop,Comedy,2.0,0.5,240.0,0.42,0.27,0,1,7,The platform is okay but sometimes I do not know what to watch.,0.0,42.0,Medium,37.4,2025-01-11,2026-04-25
U00090,casual_viewer,18,UK,Premium,9,Tablet,Sci-Fi,8.1,3.0,162.0,0.3,0.52,3,4,3,"Content is decent, but recommendations could be better.",0.0,67.8,Medium,28.1,2026-02-09,2026-04-22
U00091,casual_viewer,43,Italy,Standard,35,Laptop,Sci-Fi,11.3,4.7,144.3,0.2,0.55,3,1,2,The recommendations are surprisingly accurate.,0.2,90.4,High,14.8,2025-07-28,2026-04-22
U00092,binge_watcher,38,Spain,Basic,35,Mobile,Action,22.4,4.6,240.0,0.12,0.84,2,4,8,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,6.4,2025-08-18,2026-04-23
U00093,binge_watcher,38,Spain,Premium,14,Tablet,Comedy,20.8,7.6,164.2,0.03,0.85,2,4,8,The platform is easy to use and the content is excellent.,0.2,100.0,High,4.6,2025-02-01,2026-04-23
U00094,low_engagement,20,UK,Standard,6,Mobile,Thriller,2.5,2.7,55.6,0.51,0.25,0,0,5,"There are enough shows, but I skip many before finding something.",-0.2,43.6,Medium,43.4,2024-08-07,2026-04-25
U00095,casual_viewer,18,UK,Premium,21,Laptop,Thriller,6.9,2.5,165.6,0.15,0.63,0,4,2,"I love the recommendations, they always match my taste.",0.2,75.8,High,15.1,2024-06-11,2026-04-25
U00096,binge_watcher,50,UK,Standard,33,Laptop,Thriller,24.3,5.1,240.0,0.06,0.61,2,3,6,The streaming quality is great and I enjoy the interface.,0.4,97.8,High,6.3,2024-06-15,2026-04-23
U00097,loyal_user,21,Italy,Standard,16,Smart TV,Drama,14.9,4.3,207.9,0.08,0.8,2,8,5,The streaming quality is great and I enjoy the interface.,0.4,97.4,High,6.9,2025-12-28,2026-04-23
U00098,casual_viewer,38,UK,Standard,34,Smart TV,Drama,5.4,1.7,190.6,0.3,0.59,0,5,4,"It works fine overall, though some categories feel repetitive.",-0.2,65.5,Medium,28.2,2025-07-21,2026-04-25
U00099,binge_watcher,36,UK,Standard,18,Smart TV,Comedy,20.1,7.5,160.8,0.21,0.67,7,6,7,"Very engaging experience, I keep discovering new content.",0.2,92.0,High,22.2,2025-05-09,2026-04-18
U00100,casual_viewer,46,Spain,Standard,35,Mobile,Action,5.5,4.4,75.0,0.28,0.65,1,1,3,The recommendations are surprisingly accurate.,0.2,77.6,High,18.8,2024-12-11,2026-04-24
U00101,binge_watcher,28,France,Standard,35,Tablet,Comedy,11.4,8.6,79.5,0.09,0.78,2,2,13,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,5.8,2024-07-15,2026-04-23
U00102,binge_watcher,33,Spain,Basic,33,Mobile,Documentary,8.6,5.4,95.6,0.01,0.9,1,7,4,"I love the recommendations, they always match my taste.",0.2,98.0,High,3.2,2026-04-22,2026-04-24
U00103,loyal_user,24,Italy,Premium,9,Smart TV,Comedy,15.0,5.5,163.6,0.13,0.93,2,8,10,The streaming quality is great and I enjoy the interface.,0.4,99.2,High,7.0,2025-11-11,2026-04-23
U00104,low_engagement,60,Germany,Basic,17,Mobile,Romance,3.2,1.0,192.0,0.42,0.43,2,2,4,"Some content is good, some is forgettable.",0.0,48.4,Medium,38.2,2024-05-03,2026-04-23
U00105,loyal_user,29,UK,Basic,21,Laptop,Documentary,17.1,2.1,240.0,0.08,0.84,1,6,9,"I love the recommendations, they always match my taste.",0.2,92.4,High,7.4,2026-01-01,2026-04-24
U00106,low_engagement,32,Italy,Basic,28,Smart TV,Drama,2.0,1.6,75.0,0.69,0.51,0,2,2,"Some content is good, some is forgettable.",0.0,48.8,Medium,39.4,2026-03-20,2026-04-25
U00107,binge_watcher,35,Spain,Basic,10,Tablet,Thriller,20.2,8.4,144.3,0.01,0.84,8,3,4,"Amazing content library, I always find something to watch.",0.2,94.4,High,19.0,2024-10-07,2026-04-17
U00108,casual_viewer,41,Germany,Standard,21,Mobile,Action,5.3,3.6,88.3,0.38,0.6,0,2,1,The platform is easy to use and the content is excellent.,0.2,72.0,High,21.6,2026-03-14,2026-04-25
U00109,loyal_user,24,Spain,Standard,15,Mobile,Comedy,5.4,4.3,75.3,0.11,0.86,1,4,5,"I love the recommendations, they always match my taste.",0.2,82.2,High,13.1,2025-04-24,2026-04-24
U00110,casual_viewer,33,Italy,Premium,5,Smart TV,Action,10.7,3.1,207.1,0.4,0.86,0,2,3,"Great variety of shows and movies, I use it every day.",0.2,82.2,High,16.9,2025-04-28,2026-04-25
U00111,binge_watcher,18,UK,Premium,15,Smart TV,Thriller,13.5,3.8,213.2,0.12,0.78,1,5,7,Excellent content selection and very smooth viewing experience.,0.4,94.6,High,7.1,2024-07-29,2026-04-24
U00112,binge_watcher,44,Italy,Premium,34,Tablet,Romance,14.1,4.8,176.2,0.11,0.77,1,5,10,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,4.2,2025-11-10,2026-04-24
U00113,casual_viewer,36,Italy,Standard,12,Mobile,Thriller,12.3,2.3,240.0,0.26,0.58,0,3,4,Excellent content selection and very smooth viewing experience.,0.4,80.8,High,14.8,2026-03-31,2026-04-25
U00114,casual_viewer,53,Spain,Standard,17,Smart TV,Action,10.6,2.7,235.6,0.29,0.8,12,1,4,Excellent content selection and very smooth viewing experience.,0.4,76.8,High,41.4,2024-06-09,2026-04-13
U00115,loyal_user,40,Italy,Standard,16,Smart TV,Thriller,14.8,9.5,93.5,0.12,0.97,1,6,1,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,4.4,2025-11-13,2026-04-24
U00116,casual_viewer,38,France,Standard,13,Mobile,Thriller,9.4,3.8,148.4,0.37,0.7,7,1,1,Excellent content selection and very smooth viewing experience.,0.4,76.6,High,33.1,2026-03-17,2026-04-18
U00117,casual_viewer,26,Germany,Standard,13,Mobile,Thriller,6.1,3.0,122.0,0.31,0.56,2,2,1,"The experience is average, not bad but not amazing.",0.0,66.5,Medium,26.9,2025-10-03,2026-04-23
U00118,casual_viewer,31,Germany,Basic,8,Mobile,Thriller,4.6,2.5,110.4,0.37,0.65,3,1,3,"The interface is simple, but discovery could be improved.",0.0,58.8,Medium,34.0,2025-06-17,2026-04-22
U00119,low_engagement,36,Italy,Premium,20,Smart TV,Thriller,5.6,0.5,240.0,0.57,0.51,6,2,3,"The experience is average, not bad but not amazing.",0.0,50.4,Medium,48.2,2026-04-01,2026-04-19
U00120,binge_watcher,39,Italy,Standard,12,Mobile,Romance,13.6,5.6,145.7,0.16,0.76,5,6,12,Excellent content selection and very smooth viewing experience.,0.4,93.6,High,16.4,2025-05-24,2026-04-20
U00121,binge_watcher,38,France,Standard,23,Laptop,Comedy,22.5,7.1,190.1,0.09,0.76,0,6,7,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,1.8,2025-05-01,2026-04-25
U00122,loyal_user,25,UK,Basic,36,Smart TV,Romance,12.4,6.0,124.0,0.08,0.98,8,4,10,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,17.6,2024-05-30,2026-04-17
U00123,binge_watcher,18,UK,Standard,22,Mobile,Thriller,12.3,6.4,115.3,0.13,0.89,1,5,5,I really like how personalized the home page feels.,0.2,100.0,High,4.6,2026-03-28,2026-04-24
U00124,casual_viewer,31,Spain,Standard,7,Mobile,Drama,7.3,4.5,97.3,0.13,0.44,0,4,5,The platform is easy to use and the content is excellent.,0.2,73.8,High,15.7,2024-09-08,2026-04-25
U00125,binge_watcher,50,France,Basic,23,Mobile,Comedy,17.5,7.7,136.4,0.24,0.98,4,8,10,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,12.8,2024-08-23,2026-04-21
U00126,low_engagement,38,Spain,Standard,20,Laptop,Documentary,1.3,3.6,21.7,0.21,0.41,2,1,4,"The interface is simple, but discovery could be improved.",0.0,58.1,Medium,29.1,2025-02-03,2026-04-23
U00127,binge_watcher,38,UK,Basic,28,Smart TV,Sci-Fi,19.9,4.5,240.0,0.14,0.82,2,6,1,"Great variety of shows and movies, I use it every day.",0.2,99.8,High,6.9,2025-03-27,2026-04-23
U00128,loyal_user,56,Italy,Standard,17,Tablet,Sci-Fi,14.1,6.1,138.7,0.1,0.78,5,6,1,The streaming quality is great and I enjoy the interface.,0.4,97.5,High,13.2,2026-03-11,2026-04-20
U00129,casual_viewer,21,Germany,Premium,2,Mobile,Romance,8.8,4.4,120.0,0.26,0.52,2,1,5,"I love the recommendations, they always match my taste.",0.2,73.1,High,22.7,2024-11-09,2026-04-23
U00130,casual_viewer,25,UK,Standard,30,Mobile,Thriller,1.4,4.0,21.0,0.18,0.71,3,2,2,"The experience is average, not bad but not amazing.",0.0,67.2,Medium,26.0,2025-04-18,2026-04-22
U00131,casual_viewer,29,France,Basic,29,Mobile,Documentary,9.1,4.7,116.2,0.2,0.39,1,1,7,I really like how personalized the home page feels.,0.2,82.5,High,14.8,2024-07-26,2026-04-24
U00132,binge_watcher,50,France,Basic,28,Mobile,Comedy,11.1,8.8,75.7,0.17,0.78,2,2,9,The streaming quality is great and I enjoy the interface.,0.4,98.1,High,8.4,2024-11-22,2026-04-23
U00133,casual_viewer,32,Germany,Standard,10,Smart TV,Comedy,5.3,2.4,132.5,0.19,0.62,8,0,2,"The interface is simple, but discovery could be improved.",0.0,59.1,Medium,40.2,2025-03-09,2026-04-17
U00134,low_engagement,31,Spain,Standard,30,Laptop,Romance,5.4,0.5,240.0,0.38,0.45,1,5,2,"Some content is good, some is forgettable.",0.0,55.2,Medium,32.0,2025-12-16,2026-04-24
U00135,low_engagement,39,Germany,Basic,10,Laptop,Action,3.2,0.5,240.0,0.41,0.4,0,3,3,"It is fine for casual watching, nothing particularly special.",-0.2,43.9,Medium,41.2,2024-06-01,2026-04-25
U00136,binge_watcher,38,Italy,Premium,17,Mobile,Romance,16.2,5.1,190.6,0.05,0.87,0,7,7,"Amazing content library, I always find something to watch.",0.2,100.0,High,1.0,2024-09-20,2026-04-25
U00137,casual_viewer,56,Germany,Standard,1,Smart TV,Comedy,12.8,2.8,240.0,0.06,0.67,6,2,2,The recommendations are surprisingly accurate.,0.2,77.8,High,24.3,2026-04-25,2026-04-19
U00138,casual_viewer,30,Spain,Premium,19,Laptop,Comedy,3.0,3.7,48.6,0.21,0.57,0,1,5,"The experience is average, not bad but not amazing.",0.0,67.9,Medium,20.2,2025-02-09,2026-04-25
U00139,casual_viewer,28,UK,Basic,30,Tablet,Thriller,7.6,3.5,130.3,0.23,0.79,4,1,2,"Amazing content library, I always find something to watch.",0.2,81.1,High,22.1,2024-06-24,2026-04-21
U00140,casual_viewer,45,Germany,Standard,26,Laptop,Comedy,8.2,3.0,164.0,0.26,0.51,15,1,3,"I use it from time to time, but not every week.",0.0,66.3,Medium,47.1,2025-01-28,2026-04-10
U00141,low_engagement,42,Italy,Standard,22,Smart TV,Romance,7.2,1.8,240.0,0.29,0.36,4,1,5,"Some content is good, some is forgettable.",0.0,61.6,Medium,33.0,2024-12-27,2026-04-21
U00142,low_engagement,26,Italy,Standard,2,Smart TV,Thriller,2.6,1.8,86.7,0.7,0.49,4,1,4,The recommendations are bad and repetitive.,-0.4,38.2,Low,62.9,2025-07-09,2026-04-21
U00143,loyal_user,33,UK,Basic,35,Smart TV,Sci-Fi,13.3,5.7,140.0,0.11,0.88,2,7,4,I really like how personalized the home page feels.,0.2,100.0,High,6.2,2026-01-20,2026-04-23
U00144,binge_watcher,47,Italy,Premium,3,Tablet,Thriller,20.3,3.3,240.0,0.01,0.95,1,7,10,The streaming quality is great and I enjoy the interface.,0.4,92.5,High,6.0,2025-09-07,2026-04-24
U00145,low_engagement,44,Italy,Standard,36,Laptop,Thriller,3.9,0.5,240.0,0.47,0.32,2,2,3,"It works fine overall, though some categories feel repetitive.",-0.2,46.1,Medium,45.4,2026-03-31,2026-04-23
U00146,binge_watcher,47,Italy,Basic,1,Smart TV,Drama,25.4,6.2,240.0,0.18,0.87,2,1,10,This is my favorite platform for relaxing in the evening.,0.2,93.0,High,11.1,2024-08-08,2026-04-23
U00147,low_engagement,26,France,Standard,9,Mobile,Thriller,0.8,1.8,26.7,0.13,0.42,1,2,3,"I use it from time to time, but not every week.",0.0,46.5,Medium,31.4,2025-02-25,2026-04-24
U00148,casual_viewer,36,UK,Standard,21,Smart TV,Romance,9.9,3.9,152.3,0.13,0.63,0,0,2,"Very engaging experience, I keep discovering new content.",0.2,89.2,High,8.0,2024-05-12,2026-04-25
U00149,casual_viewer,58,Germany,Basic,14,Mobile,Documentary,8.3,2.5,199.2,0.18,0.52,5,5,3,"It is fine for casual watching, nothing particularly special.",-0.2,69.0,Medium,34.1,2025-08-19,2026-04-20
U00150,casual_viewer,21,France,Standard,13,Mobile,Action,6.9,4.9,84.5,0.24,0.71,15,1,8,"Great variety of shows and movies, I use it every day.",0.2,72.5,High,43.5,2025-02-14,2026-04-10
U00151,loyal_user,37,Italy,Basic,9,Smart TV,Action,16.3,7.5,130.4,0.11,0.91,2,7,9,The recommendations are surprisingly accurate.,0.2,99.0,High,6.7,2025-01-05,2026-04-23
U00152,low_engagement,37,UK,Basic,15,Tablet,Drama,2.9,0.9,193.3,0.47,0.34,3,2,0,"The experience is average, not bad but not amazing.",0.0,42.4,Medium,44.2,2025-12-22,2026-04-22
U00153,casual_viewer,37,Italy,Premium,9,Tablet,Documentary,7.9,3.3,143.6,0.4,0.79,5,2,4,This is my favorite platform for relaxing in the evening.,0.2,72.2,High,31.9,2024-06-11,2026-04-20
U00154,loyal_user,38,UK,Standard,23,Laptop,Sci-Fi,9.0,9.0,60.0,0.13,0.91,3,6,13,"Amazing content library, I always find something to watch.",0.2,95.9,High,10.6,2025-06-05,2026-04-22
U00155,low_engagement,46,Germany,Standard,21,Mobile,Thriller,3.2,0.5,240.0,0.56,0.15,4,3,2,There is not enough fresh content for me.,0.0,37.2,Low,50.6,2024-11-25,2026-04-21
U00156,casual_viewer,40,UK,Basic,6,Mobile,Documentary,9.8,2.8,210.0,0.29,0.75,7,2,4,This is my favorite platform for relaxing in the evening.,0.2,72.5,High,33.5,2025-11-14,2026-04-18
U00157,low_engagement,40,Germany,Premium,3,Smart TV,Romance,5.1,1.4,218.6,0.37,0.56,3,2,0,"I use it from time to time, but not every week.",0.0,50.9,Medium,38.0,2025-08-03,2026-04-22
U00158,low_engagement,28,Italy,Standard,32,Laptop,Thriller,3.1,0.5,240.0,0.19,0.15,1,0,3,"There are enough shows, but I skip many before finding something.",-0.2,44.8,Medium,38.4,2024-11-08,2026-04-24
U00159,casual_viewer,19,Italy,Standard,28,Laptop,Documentary,2.8,1.5,112.0,0.26,0.75,5,1,5,"There are enough shows, but I skip many before finding something.",-0.2,58.9,Medium,40.8,2025-01-30,2026-04-20
U00160,casual_viewer,39,Spain,Standard,10,Smart TV,Drama,11.8,3.4,208.2,0.21,0.77,0,0,3,"Very engaging experience, I keep discovering new content.",0.2,89.2,High,9.6,2025-07-21,2026-04-25
U00161,low_engagement,18,Spain,Basic,20,Mobile,Comedy,0.5,1.5,20.0,0.53,0.05,0,3,2,I am losing interest because the recommendations are poor.,-0.4,35.5,Low,52.9,2026-02-02,2026-04-25
U00162,binge_watcher,31,Italy,Standard,20,Mobile,Action,12.3,7.2,102.5,0.16,0.74,1,6,8,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,5.2,2025-03-29,2026-04-24
U00163,casual_viewer,32,Italy,Basic,24,Mobile,Romance,2.4,1.3,110.8,0.2,0.55,1,1,3,"The experience is average, not bad but not amazing.",0.0,56.2,Medium,27.9,2026-02-19,2026-04-24
U00164,binge_watcher,44,Germany,Premium,24,Mobile,Documentary,8.4,5.7,88.4,0.21,0.85,0,5,5,I really like how personalized the home page feels.,0.2,94.1,High,7.2,2024-10-17,2026-04-25
U00165,casual_viewer,45,Germany,Standard,15,Smart TV,Documentary,9.0,3.2,168.8,0.15,0.62,2,4,3,"I love the recommendations, they always match my taste.",0.2,79.5,High,17.2,2025-09-26,2026-04-23
U00166,casual_viewer,30,Germany,Premium,6,Laptop,Thriller,12.7,4.6,165.7,0.47,0.6,1,3,2,Excellent content selection and very smooth viewing experience.,0.4,83.5,High,19.6,2024-09-04,2026-04-24
U00167,binge_watcher,37,France,Basic,8,Laptop,Romance,17.0,1.9,240.0,0.19,0.75,11,6,8,"Amazing content library, I always find something to watch.",0.2,73.7,High,38.9,2025-04-01,2026-04-14
U00168,binge_watcher,42,France,Basic,13,Smart TV,Documentary,17.8,4.2,240.0,0.05,0.75,1,6,7,I really like how personalized the home page feels.,0.2,95.5,High,5.2,2025-06-24,2026-04-24
U00169,casual_viewer,34,Germany,Standard,31,Smart TV,Thriller,9.7,3.3,176.4,0.16,0.71,10,3,4,Excellent content selection and very smooth viewing experience.,0.4,79.8,High,33.3,2024-10-21,2026-04-15
U00170,loyal_user,29,UK,Standard,11,Smart TV,Romance,21.6,6.7,193.4,0.11,0.77,7,6,5,"Amazing content library, I always find something to watch.",0.2,92.5,High,19.9,2025-09-12,2026-04-18
U00171,low_engagement,27,Italy,Standard,4,Smart TV,Documentary,1.2,2.2,32.7,0.41,0.3,4,2,2,Too many irrelevant suggestions and not enough variety.,-0.2,37.0,Low,52.7,2025-02-03,2026-04-21
U00172,casual_viewer,18,France,Premium,33,Mobile,Documentary,8.9,2.8,190.7,0.28,0.48,0,3,8,Excellent content selection and very smooth viewing experience.,0.4,76.2,High,17.5,2025-05-16,2026-04-25
U00173,binge_watcher,18,Germany,Basic,31,Smart TV,Romance,10.2,8.5,72.0,0.07,0.72,0,8,8,The platform is easy to use and the content is excellent.,0.2,97.5,High,2.7,2025-01-02,2026-04-25
U00174,binge_watcher,23,UK,Basic,21,Smart TV,Action,19.3,8.5,136.2,0.17,0.85,2,1,8,The recommendations are surprisingly accurate.,0.2,100.0,High,7.4,2026-03-29,2026-04-23
U00175,casual_viewer,38,UK,Standard,12,Mobile,Documentary,13.2,3.3,240.0,0.29,0.67,1,2,2,"Amazing content library, I always find something to watch.",0.2,85.8,High,14.9,2024-06-16,2026-04-24
U00176,binge_watcher,49,France,Basic,22,Smart TV,Drama,20.8,3.3,240.0,0.15,0.67,1,7,9,Excellent content selection and very smooth viewing experience.,0.4,91.9,High,9.0,2025-12-08,2026-04-24
U00177,casual_viewer,35,Germany,Premium,25,Mobile,Thriller,8.3,3.6,138.3,0.26,0.49,4,4,3,The platform is easy to use and the content is excellent.,0.2,75.3,High,25.6,2026-03-05,2026-04-21
U00178,low_engagement,25,Germany,Standard,35,Mobile,Comedy,5.3,1.2,240.0,0.51,0.56,1,1,4,"The interface is simple, but discovery could be improved.",0.0,58.6,Medium,32.9,2025-09-21,2026-04-24
U00179,casual_viewer,22,Spain,Basic,2,Mobile,Documentary,6.1,1.5,240.0,0.28,0.83,12,4,5,"The interface is simple, but discovery could be improved.",0.0,54.2,Medium,52.5,2025-04-02,2026-04-13
U00180,low_engagement,34,Germany,Premium,5,Mobile,Comedy,2.2,1.2,110.0,0.45,0.62,2,2,6,"There are enough shows, but I skip many before finding something.",-0.2,44.9,Medium,45.5,2026-02-01,2026-04-23
U00181,casual_viewer,36,France,Basic,35,Mobile,Documentary,7.9,2.9,163.4,0.31,0.54,18,0,3,"Some content is good, some is forgettable.",0.0,65.2,Medium,48.6,2026-03-03,2026-04-07
U00182,loyal_user,42,Italy,Basic,5,Smart TV,Comedy,15.8,1.3,240.0,0.04,0.86,0,5,4,"Great variety of shows and movies, I use it every day.",0.2,83.6,High,9.0,2024-06-27,2026-04-25
U00183,binge_watcher,30,France,Premium,2,Laptop,Drama,15.5,5.7,163.2,0.17,0.63,0,1,7,"Very engaging experience, I keep discovering new content.",0.2,89.2,High,8.8,2025-10-03,2026-04-25
U00184,low_engagement,47,France,Basic,12,Laptop,Thriller,0.7,1.2,35.0,0.35,0.22,1,0,1,There is not enough fresh content for me.,0.0,37.0,Low,40.5,2025-11-20,2026-04-24
U00185,binge_watcher,24,Italy,Standard,7,Mobile,Action,11.9,6.0,119.0,0.07,0.63,2,5,5,This is my favorite platform for relaxing in the evening.,0.2,91.4,High,9.7,2024-06-09,2026-04-23
U00186,binge_watcher,27,UK,Standard,13,Smart TV,Drama,11.5,3.5,197.1,0.07,0.78,0,5,4,"Very engaging experience, I keep discovering new content.",0.2,92.7,High,5.0,2025-01-04,2026-04-25
U00187,loyal_user,23,Spain,Basic,30,Smart TV,Romance,14.0,7.5,112.0,0.06,0.98,16,7,6,I really like how personalized the home page feels.,0.2,98.6,High,26.9,2025-11-05,2026-04-09
U00188,casual_viewer,35,UK,Standard,28,Mobile,Sci-Fi,9.0,3.6,150.0,0.28,0.92,0,1,2,"Great variety of shows and movies, I use it every day.",0.2,90.7,High,10.2,2025-11-09,2026-04-25
U00189,loyal_user,23,France,Premium,32,Laptop,Comedy,12.6,6.5,116.3,0.05,0.93,5,2,9,"Amazing content library, I always find something to watch.",0.2,100.0,High,11.0,2026-03-30,2026-04-20
U00190,binge_watcher,20,UK,Basic,2,Mobile,Comedy,25.2,1.6,240.0,0.08,0.73,4,6,7,Excellent content selection and very smooth viewing experience.,0.4,76.2,High,21.5,2025-03-15,2026-04-21
U00191,casual_viewer,40,Italy,Standard,36,Laptop,Romance,10.2,4.3,142.3,0.43,0.72,0,2,1,"Great variety of shows and movies, I use it every day.",0.2,89.2,High,14.0,2024-08-27,2026-04-25
U00192,low_engagement,25,Italy,Premium,7,Laptop,Romance,3.4,1.3,156.9,0.44,0.5,2,3,2,"Content is decent, but recommendations could be better.",0.0,46.5,Medium,39.5,2024-05-12,2026-04-23
U00193,casual_viewer,35,Spain,Standard,25,Mobile,Thriller,9.8,4.6,127.8,0.14,0.57,0,0,3,"Amazing content library, I always find something to watch.",0.2,90.0,High,7.8,2025-12-23,2026-04-25
U00194,binge_watcher,18,UK,Premium,1,Smart TV,Thriller,26.4,4.1,240.0,0.04,0.93,0,8,5,"I love the recommendations, they always match my taste.",0.2,94.6,High,3.5,2025-05-05,2026-04-25
U00195,loyal_user,59,Germany,Basic,28,Mobile,Sci-Fi,11.4,6.3,108.6,0.16,0.82,0,6,10,I really like how personalized the home page feels.,0.2,100.0,High,3.2,2026-02-14,2026-04-25
U00196,loyal_user,33,Spain,Standard,16,Smart TV,Sci-Fi,9.9,7.5,79.2,0.05,0.98,5,4,7,"I love the recommendations, they always match my taste.",0.2,97.5,High,12.2,2025-02-19,2026-04-20
U00197,loyal_user,24,Germany,Standard,25,Tablet,Thriller,13.0,1.4,240.0,0.03,0.82,4,5,7,"Great variety of shows and movies, I use it every day.",0.2,87.5,High,14.8,2025-02-06,2026-04-21
U00198,low_engagement,53,Germany,Basic,1,Mobile,Comedy,2.8,1.1,152.7,0.32,0.23,3,2,4,The content library feels boring and limited.,-0.4,35.4,Low,54.7,2025-02-04,2026-04-22
U00199,low_engagement,36,UK,Standard,30,Tablet,Action,0.5,1.5,20.0,0.33,0.54,6,2,4,"There are enough shows, but I skip many before finding something.",-0.2,46.0,Medium,50.6,2024-08-03,2026-04-19
U00200,casual_viewer,38,UK,Standard,30,Smart TV,Thriller,6.3,5.0,75.6,0.18,0.57,2,2,3,This is my favorite platform for relaxing in the evening.,0.2,80.7,High,17.2,2025-01-04,2026-04-23
U00201,casual_viewer,37,UK,Basic,34,Laptop,Documentary,10.6,3.3,192.7,0.39,0.67,6,3,3,The streaming quality is great and I enjoy the interface.,0.4,80.8,High,29.4,2025-05-30,2026-04-19
U00202,binge_watcher,45,Italy,Basic,32,Smart TV,Thriller,18.8,8.5,132.7,0.22,0.68,0,4,6,"Great variety of shows and movies, I use it every day.",0.2,98.7,High,5.0,2025-07-14,2026-04-25
U00203,binge_watcher,28,Italy,Standard,7,Smart TV,Documentary,16.4,6.4,153.7,0.03,0.78,11,3,8,This is my favorite platform for relaxing in the evening.,0.2,88.8,High,28.2,2024-09-19,2026-04-14
U00204,casual_viewer,35,Germany,Standard,28,Mobile,Sci-Fi,3.7,4.8,46.2,0.01,0.58,0,1,3,I really like how personalized the home page feels.,0.2,77.8,High,11.3,2026-03-27,2026-04-25
U00205,casual_viewer,40,Spain,Standard,12,Mobile,Documentary,10.1,2.8,216.4,0.21,0.76,19,3,3,The platform is easy to use and the content is excellent.,0.2,73.3,High,42.6,2024-12-12,2026-04-06
U00206,low_engagement,27,Spain,Standard,28,Smart TV,Action,1.5,2.9,31.0,0.34,0.39,0,5,1,"There are enough shows, but I skip many before finding something.",-0.2,55.0,Medium,34.3,2025-05-12,2026-04-25
U00207,low_engagement,18,UK,Premium,21,Laptop,Comedy,6.8,2.9,140.7,0.27,0.05,1,2,3,"There are enough shows, but I skip many before finding something.",-0.2,60.0,Medium,32.4,2024-10-03,2026-04-24
U00208,low_engagement,28,UK,Basic,20,Tablet,Drama,0.9,2.7,20.0,0.37,0.61,0,1,3,"The experience is average, not bad but not amazing.",0.0,57.8,Medium,28.5,2026-01-28,2026-04-25
U00209,low_engagement,42,Germany,Basic,6,Tablet,Action,2.7,1.6,101.2,0.4,0.25,3,2,2,The interface does not help me discover good content.,0.0,39.0,Low,44.5,2024-10-04,2026-04-22
U00210,loyal_user,33,Italy,Standard,34,Laptop,Thriller,18.7,6.0,187.0,0.02,0.95,1,4,10,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,2.4,2024-07-03,2026-04-24
U00211,casual_viewer,29,Germany,Standard,26,Tablet,Romance,9.4,5.3,106.4,0.1,0.77,10,4,3,This is my favorite platform for relaxing in the evening.,0.2,88.2,High,27.9,2026-04-08,2026-04-15
U00212,binge_watcher,45,Spain,Premium,12,Smart TV,Drama,21.5,5.5,234.5,0.12,0.76,4,5,5,"Very engaging experience, I keep discovering new content.",0.2,95.0,High,12.9,2025-03-07,2026-04-21
U00213,loyal_user,25,Italy,Standard,35,Smart TV,Romance,19.5,8.8,133.0,0.05,0.81,2,8,6,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,5.0,2024-06-15,2026-04-23
U00214,casual_viewer,41,Spain,Premium,13,Laptop,Sci-Fi,7.9,3.4,139.4,0.29,0.59,0,2,2,This is my favorite platform for relaxing in the evening.,0.2,75.2,High,18.2,2024-10-06,2026-04-25
U00215,casual_viewer,33,Spain,Basic,21,Mobile,Sci-Fi,6.6,1.9,208.4,0.33,0.73,6,2,6,"It is fine for casual watching, nothing particularly special.",-0.2,67.6,Medium,39.8,2024-10-09,2026-04-19
U00216,binge_watcher,26,Spain,Basic,33,Laptop,Comedy,21.0,4.3,240.0,0.29,0.85,2,8,8,This is my favorite platform for relaxing in the evening.,0.2,97.5,High,11.1,2025-07-22,2026-04-23
U00217,binge_watcher,28,Spain,Premium,32,Mobile,Comedy,24.8,6.4,232.5,0.01,0.78,2,1,8,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,4.2,2025-12-23,2026-04-23
U00218,loyal_user,30,Italy,Premium,17,Laptop,Romance,14.8,6.1,145.6,0.06,0.97,7,1,11,I really like how personalized the home page feels.,0.2,100.0,High,15.2,2025-12-24,2026-04-18
U00219,low_engagement,23,UK,Basic,27,Smart TV,Romance,1.4,2.9,29.0,0.23,0.29,0,2,1,"It works fine overall, though some categories feel repetitive.",-0.2,53.9,Medium,32.6,2025-10-11,2026-04-25
U00220,casual_viewer,37,Germany,Premium,17,Tablet,Action,7.8,3.0,156.0,0.28,0.62,5,1,4,The streaming quality is great and I enjoy the interface.,0.4,72.3,High,29.5,2024-08-30,2026-04-20
U00221,binge_watcher,28,UK,Standard,24,Mobile,Thriller,23.1,3.3,240.0,0.13,0.75,1,10,8,"Amazing content library, I always find something to watch.",0.2,94.2,High,7.5,2025-07-10,2026-04-24
U00222,loyal_user,32,Italy,Basic,1,Mobile,Drama,16.3,4.2,232.9,0.11,0.86,0,8,7,The streaming quality is great and I enjoy the interface.,0.4,92.1,High,6.2,2025-09-05,2026-04-25
U00223,low_engagement,35,Italy,Standard,6,Smart TV,Comedy,0.6,0.9,40.0,0.55,0.28,13,3,5,Too many irrelevant suggestions and not enough variety.,-0.2,21.9,Low,80.0,2026-04-11,2026-04-12
U00224,casual_viewer,25,UK,Premium,29,Smart TV,Romance,10.5,3.5,180.0,0.23,0.56,1,2,3,The platform is easy to use and the content is excellent.,0.2,85.0,High,14.1,2025-07-19,2026-04-24
U00225,binge_watcher,45,France,Basic,32,Mobile,Drama,26.4,8.2,193.2,0.09,0.81,6,3,4,The recommendations are surprisingly accurate.,0.2,99.1,High,14.3,2025-06-30,2026-04-19
U00226,low_engagement,19,Italy,Basic,24,Tablet,Romance,2.1,0.7,180.0,0.45,0.35,0,2,5,"I use it from time to time, but not every week.",0.0,45.0,Medium,36.5,2026-01-10,2026-04-25
U00227,casual_viewer,31,France,Basic,9,Mobile,Thriller,8.8,3.0,176.0,0.23,0.82,0,2,2,"Amazing content library, I always find something to watch.",0.2,80.5,High,14.4,2025-07-08,2026-04-25
U00228,low_engagement,51,Germany,Basic,32,Smart TV,Documentary,0.5,1.3,23.1,0.47,0.51,5,2,8,"I use it from time to time, but not every week.",0.0,43.1,Medium,47.9,2025-05-12,2026-04-20
U00229,binge_watcher,50,France,Standard,28,Smart TV,Action,16.4,5.2,189.2,0.28,0.71,0,3,11,The streaming quality is great and I enjoy the interface.,0.4,98.5,High,6.4,2024-12-22,2026-04-25
U00230,casual_viewer,40,France,Basic,23,Mobile,Drama,9.3,1.8,240.0,0.27,0.77,0,6,1,Excellent content selection and very smooth viewing experience.,0.4,80.7,High,15.0,2024-12-08,2026-04-25
U00231,loyal_user,37,UK,Basic,7,Tablet,Drama,18.9,9.2,123.3,0.17,0.92,0,6,11,"I love the recommendations, they always match my taste.",0.2,99.0,High,3.9,2025-11-21,2026-04-25
U00232,binge_watcher,30,UK,Standard,17,Laptop,Action,16.2,4.6,211.3,0.29,0.95,3,8,9,The streaming quality is great and I enjoy the interface.,0.4,98.9,High,12.3,2026-01-28,2026-04-22
U00233,binge_watcher,18,France,Standard,21,Smart TV,Action,15.6,5.5,170.2,0.18,0.92,7,4,6,The recommendations are surprisingly accurate.,0.2,99.7,High,17.8,2025-02-23,2026-04-18
U00234,casual_viewer,24,UK,Standard,28,Laptop,Sci-Fi,4.9,2.4,122.5,0.41,0.62,0,1,0,"The service is acceptable, but I am not fully engaged.",0.0,66.2,Medium,25.1,2025-09-06,2026-04-25
U00235,binge_watcher,33,UK,Premium,21,Mobile,Thriller,15.1,5.2,174.2,0.1,0.98,7,6,10,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,16.0,2025-01-19,2026-04-18
U00236,binge_watcher,19,Spain,Basic,8,Smart TV,Documentary,18.9,3.5,240.0,0.05,0.75,2,7,7,"Amazing content library, I always find something to watch.",0.2,89.4,High,10.3,2025-02-10,2026-04-23
U00237,binge_watcher,42,UK,Standard,7,Mobile,Comedy,15.7,7.5,125.6,0.2,0.73,5,3,6,"Amazing content library, I always find something to watch.",0.2,89.8,High,19.1,2026-02-23,2026-04-20
U00238,low_engagement,28,France,Standard,25,Smart TV,Sci-Fi,0.5,1.6,18.8,0.65,0.6,0,2,2,"The experience is average, not bad but not amazing.",0.0,47.9,Medium,39.0,2024-07-24,2026-04-25
U00239,casual_viewer,40,Spain,Standard,10,Mobile,Action,7.6,2.1,217.1,0.09,0.53,12,1,2,"Content is decent, but recommendations could be better.",0.0,59.7,Medium,45.9,2025-11-16,2026-04-13
U00240,low_engagement,27,Italy,Standard,35,Laptop,Action,7.1,2.1,202.9,0.55,0.15,2,0,3,"Some content is good, some is forgettable.",0.0,55.0,Medium,37.5,2026-02-08,2026-04-23
U00241,casual_viewer,36,France,Standard,26,Smart TV,Action,10.2,4.7,130.2,0.35,0.82,2,1,2,Excellent content selection and very smooth viewing experience.,0.4,93.0,High,14.5,2025-01-19,2026-04-23
U00242,casual_viewer,27,UK,Premium,34,Smart TV,Romance,6.7,4.1,98.0,0.31,0.36,5,2,6,"I use it from time to time, but not every week.",0.0,68.5,Medium,31.9,2025-07-01,2026-04-20
U00243,binge_watcher,28,Italy,Standard,20,Laptop,Drama,15.8,2.3,240.0,0.13,0.93,1,3,8,The streaming quality is great and I enjoy the interface.,0.4,94.7,High,7.2,2024-05-02,2026-04-24
U00244,loyal_user,33,Germany,Standard,21,Smart TV,Comedy,15.1,4.0,226.5,0.06,0.83,0,2,5,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,1.2,2024-05-22,2026-04-25
U00245,low_engagement,18,Spain,Premium,10,Smart TV,Action,8.3,2.4,207.5,0.45,0.37,11,0,1,"The service is acceptable, but I am not fully engaged.",0.0,54.0,Medium,54.0,2024-06-17,2026-04-14
U00246,casual_viewer,48,Italy,Premium,21,Mobile,Thriller,2.1,3.6,35.0,0.18,0.43,26,0,1,"It is fine for casual watching, nothing particularly special.",-0.2,52.7,Medium,57.2,2025-12-29,2026-03-30
U00247,binge_watcher,25,Italy,Standard,34,Smart TV,Sci-Fi,12.4,5.7,130.5,0.15,0.9,0,5,6,The platform is easy to use and the content is excellent.,0.2,100.0,High,3.0,2025-07-27,2026-04-25
U00248,casual_viewer,35,Italy,Standard,4,Smart TV,Thriller,14.5,3.0,240.0,0.27,0.44,4,3,3,"Great variety of shows and movies, I use it every day.",0.2,72.8,High,27.0,2026-02-23,2026-04-21
U00249,casual_viewer,37,Spain,Premium,19,Smart TV,Action,11.1,4.3,154.9,0.15,0.69,1,1,3,"Amazing content library, I always find something to watch.",0.2,93.7,High,8.1,2024-09-20,2026-04-24
U00250,low_engagement,26,Germany,Standard,18,Laptop,Comedy,3.5,2.5,84.0,0.32,0.59,0,3,6,"Content is decent, but recommendations could be better.",0.0,62.7,Medium,25.0,2025-01-01,2026-04-25
U00251,casual_viewer,43,Spain,Standard,4,Smart TV,Romance,4.3,2.7,95.6,0.27,0.63,0,4,2,"It is fine for casual watching, nothing particularly special.",-0.2,60.2,Medium,30.3,2025-07-21,2026-04-25
U00252,loyal_user,35,UK,Standard,34,Smart TV,Sci-Fi,14.6,3.7,236.8,0.06,0.93,7,3,6,This is my favorite platform for relaxing in the evening.,0.2,96.5,High,16.9,2025-02-01,2026-04-18
U00253,binge_watcher,29,UK,Basic,10,Mobile,Drama,11.2,6.0,112.0,0.1,0.8,2,5,4,"I love the recommendations, they always match my taste.",0.2,94.9,High,8.5,2025-02-07,2026-04-23
U00254,low_engagement,44,Spain,Premium,2,Laptop,Romance,5.4,0.5,240.0,0.34,0.54,6,1,5,"The service is acceptable, but I am not fully engaged.",0.0,45.1,Medium,46.2,2025-08-12,2026-04-19
U00255,loyal_user,18,France,Basic,3,Laptop,Drama,16.0,5.3,181.1,0.01,0.82,3,3,6,"Very engaging experience, I keep discovering new content.",0.2,94.4,High,9.0,2024-06-04,2026-04-22
U00256,casual_viewer,39,UK,Standard,23,Mobile,Thriller,7.7,2.7,171.1,0.31,0.7,0,4,1,"Amazing content library, I always find something to watch.",0.2,77.9,High,17.2,2026-04-04,2026-04-25
U00257,low_engagement,37,Spain,Basic,18,Smart TV,Thriller,0.5,1.2,25.0,0.42,0.33,2,3,3,"The service is acceptable, but I am not fully engaged.",0.0,40.4,Medium,42.2,2026-03-15,2026-04-23
U00258,low_engagement,60,Italy,Basic,5,Smart TV,Thriller,3.3,2.1,94.3,0.53,0.5,0,2,3,"I use it from time to time, but not every week.",0.0,48.7,Medium,36.2,2024-11-10,2026-04-25
U00259,loyal_user,41,Germany,Basic,31,Smart TV,Romance,16.0,5.5,174.5,0.07,0.88,3,5,10,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,7.4,2025-10-22,2026-04-22
U00260,loyal_user,44,Germany,Premium,26,Smart TV,Sci-Fi,18.5,7.5,148.0,0.05,0.95,1,2,11,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,3.0,2026-01-22,2026-04-24
U00261,binge_watcher,39,Spain,Standard,20,Mobile,Documentary,21.4,10.9,117.8,0.14,0.87,3,8,9,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,8.8,2025-05-19,2026-04-22
U00262,loyal_user,56,France,Standard,7,Smart TV,Comedy,9.5,7.0,81.4,0.05,0.97,5,4,10,The platform is easy to use and the content is excellent.,0.2,91.8,High,15.1,2025-05-23,2026-04-20
U00263,casual_viewer,40,Germany,Basic,11,Laptop,Documentary,5.1,3.6,85.0,0.12,0.62,0,3,4,The streaming quality is great and I enjoy the interface.,0.4,71.3,High,16.8,2024-06-16,2026-04-25
U00264,loyal_user,27,UK,Standard,5,Laptop,Documentary,14.9,4.9,182.4,0.05,0.8,1,5,10,"I love the recommendations, they always match my taste.",0.2,95.5,High,5.2,2025-01-15,2026-04-24
U00265,binge_watcher,29,Spain,Basic,22,Smart TV,Drama,19.7,9.4,125.7,0.1,0.84,0,2,4,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,2.0,2025-05-29,2026-04-25
U00266,binge_watcher,46,Germany,Basic,31,Smart TV,Drama,16.9,3.8,240.0,0.05,0.77,0,5,8,The recommendations are surprisingly accurate.,0.2,98.7,High,1.6,2026-04-24,2026-04-25
U00267,casual_viewer,40,UK,Premium,36,Laptop,Romance,3.0,2.9,62.1,0.23,0.65,5,2,2,"I use it from time to time, but not every week.",0.0,62.9,Medium,33.1,2025-02-26,2026-04-20
U00268,loyal_user,41,Italy,Basic,18,Smart TV,Drama,13.4,3.5,229.7,0.04,0.94,0,6,5,The recommendations are surprisingly accurate.,0.2,100.0,High,0.8,2025-04-20,2026-04-25
U00269,casual_viewer,38,Germany,Standard,31,Smart TV,Sci-Fi,4.3,3.7,69.7,0.26,0.77,2,2,2,This is my favorite platform for relaxing in the evening.,0.2,74.3,High,22.1,2026-03-04,2026-04-23
U00270,casual_viewer,33,Spain,Standard,26,Laptop,Action,9.9,3.4,174.7,0.14,0.43,8,3,2,The recommendations are surprisingly accurate.,0.2,75.6,High,31.0,2025-12-12,2026-04-17
U00271,low_engagement,23,Germany,Basic,30,Smart TV,Comedy,2.0,0.5,240.0,0.45,0.34,5,1,0,The interface does not help me discover good content.,0.0,39.8,Low,49.1,2025-12-22,2026-04-20
U00272,casual_viewer,44,UK,Standard,29,Smart TV,Drama,12.0,2.4,240.0,0.42,0.57,1,2,4,"Very engaging experience, I keep discovering new content.",0.2,81.8,High,19.5,2024-04-29,2026-04-24
U00273,loyal_user,19,Spain,Standard,30,Smart TV,Action,13.8,5.5,150.5,0.13,0.65,0,3,8,The recommendations are surprisingly accurate.,0.2,99.3,High,3.0,2026-04-11,2026-04-25
U00274,loyal_user,37,Germany,Standard,7,Laptop,Sci-Fi,8.7,4.7,111.1,0.09,0.87,2,5,11,"Great variety of shows and movies, I use it every day.",0.2,87.9,High,11.8,2025-09-07,2026-04-23
U00275,casual_viewer,33,France,Basic,24,Smart TV,Thriller,6.0,4.5,80.0,0.18,0.5,1,1,1,This is my favorite platform for relaxing in the evening.,0.2,77.0,High,17.1,2025-12-26,2026-04-24
U00276,loyal_user,40,Italy,Premium,2,Tablet,Romance,12.9,7.1,109.0,0.12,0.81,9,4,5,This is my favorite platform for relaxing in the evening.,0.2,87.2,High,26.8,2025-07-01,2026-04-16
U00277,binge_watcher,38,Spain,Premium,5,Mobile,Sci-Fi,18.2,6.2,176.1,0.12,0.98,4,2,6,Excellent content selection and very smooth viewing experience.,0.4,97.0,High,11.9,2024-12-17,2026-04-21
U00278,casual_viewer,45,Italy,Standard,20,Smart TV,Documentary,7.1,5.0,85.2,0.24,0.81,0,1,4,This is my favorite platform for relaxing in the evening.,0.2,89.4,High,10.1,2024-10-08,2026-04-25
U00279,binge_watcher,39,Germany,Standard,20,Mobile,Action,20.5,0.5,240.0,0.13,0.76,3,5,5,"Very engaging experience, I keep discovering new content.",0.2,81.6,High,17.8,2024-08-20,2026-04-22
U00280,low_engagement,37,Italy,Standard,36,Laptop,Sci-Fi,2.5,1.0,150.0,0.62,0.27,6,2,2,The recommendations are bad and repetitive.,-0.4,37.9,Low,65.5,2025-07-17,2026-04-19
U00281,casual_viewer,18,Germany,Premium,14,Smart TV,Thriller,5.8,5.5,63.3,0.34,0.55,6,1,8,I really like how personalized the home page feels.,0.2,70.3,High,33.7,2024-11-22,2026-04-19
U00282,loyal_user,45,France,Premium,16,Mobile,Comedy,13.4,2.5,240.0,0.12,0.72,3,5,7,The streaming quality is great and I enjoy the interface.,0.4,86.8,High,15.0,2025-06-24,2026-04-22
U00283,casual_viewer,37,UK,Basic,31,Smart TV,Thriller,6.3,3.6,105.0,0.22,0.6,2,0,5,"Amazing content library, I always find something to watch.",0.2,75.2,High,20.8,2024-06-19,2026-04-23
U00284,casual_viewer,32,Italy,Standard,8,Smart TV,Documentary,9.6,1.8,240.0,0.31,0.69,2,1,3,This is my favorite platform for relaxing in the evening.,0.2,71.2,High,24.6,2024-10-21,2026-04-23
U00285,binge_watcher,40,Spain,Basic,23,Mobile,Documentary,17.3,6.2,167.4,0.2,0.86,5,3,9,I really like how personalized the home page feels.,0.2,99.5,High,14.2,2024-10-07,2026-04-20
U00286,loyal_user,33,UK,Standard,32,Smart TV,Thriller,11.3,2.3,240.0,0.1,0.75,2,3,7,Excellent content selection and very smooth viewing experience.,0.4,88.1,High,12.0,2025-01-14,2026-04-23
U00287,casual_viewer,27,Italy,Standard,6,Mobile,Comedy,9.9,2.6,228.5,0.23,0.62,30,0,3,"The experience is average, not bad but not amazing.",0.0,65.2,Medium,47.0,2024-09-17,2026-03-26
U00288,loyal_user,33,Italy,Standard,21,Mobile,Documentary,14.9,6.3,141.9,0.06,0.78,2,2,7,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,5.2,2026-03-12,2026-04-23
U00289,low_engagement,25,Germany,Standard,14,Mobile,Comedy,2.5,1.3,115.4,0.36,0.05,0,3,3,I skip almost everything and rarely finish anything.,-0.4,39.3,Low,47.5,2025-03-26,2026-04-25
U00290,binge_watcher,51,Italy,Basic,9,Smart TV,Romance,20.9,8.8,142.5,0.15,0.77,5,3,6,This is my favorite platform for relaxing in the evening.,0.2,92.5,High,16.8,2026-03-19,2026-04-20
U00291,binge_watcher,37,UK,Premium,29,Mobile,Action,18.0,6.3,171.4,0.15,0.76,7,8,5,"Amazing content library, I always find something to watch.",0.2,96.2,High,18.9,2025-05-21,2026-04-18
U00292,casual_viewer,53,France,Standard,15,Laptop,Thriller,9.4,2.6,216.9,0.22,0.72,0,3,4,This is my favorite platform for relaxing in the evening.,0.2,81.1,High,13.9,2026-01-13,2026-04-25
U00293,casual_viewer,37,Germany,Standard,16,Laptop,Sci-Fi,0.5,1.9,15.8,0.12,0.65,1,0,3,The platform is okay but sometimes I do not know what to watch.,0.0,55.5,Medium,26.6,2025-11-29,2026-04-24
U00294,casual_viewer,20,Italy,Standard,3,Smart TV,Documentary,9.3,3.4,164.1,0.1,0.53,2,0,2,"Great variety of shows and movies, I use it every day.",0.2,73.5,High,19.2,2024-12-31,2026-04-23
U00295,loyal_user,45,Spain,Standard,23,Mobile,Thriller,19.7,3.5,240.0,0.09,0.98,0,5,8,I really like how personalized the home page feels.,0.2,100.0,High,1.8,2024-07-26,2026-04-25
U00296,casual_viewer,41,Germany,Basic,20,Smart TV,Romance,7.6,3.7,123.2,0.29,0.47,4,4,1,"Great variety of shows and movies, I use it every day.",0.2,73.0,High,27.3,2025-05-24,2026-04-21
U00297,low_engagement,34,UK,Standard,22,Laptop,Thriller,6.5,1.3,240.0,0.33,0.5,18,2,4,"It is fine for casual watching, nothing particularly special.",-0.2,54.0,Medium,59.6,2025-06-05,2026-04-07
U00298,loyal_user,44,Germany,Basic,8,Laptop,Romance,14.5,1.0,240.0,0.15,0.85,2,7,6,The recommendations are surprisingly accurate.,0.2,80.4,High,16.8,2026-03-20,2026-04-23
U00299,casual_viewer,34,France,Standard,28,Laptop,Sci-Fi,10.1,4.5,134.7,0.36,0.68,8,2,2,"Very engaging experience, I keep discovering new content.",0.2,83.4,High,31.5,2024-07-18,2026-04-17
U00300,loyal_user,32,Spain,Standard,34,Smart TV,Romance,14.0,4.0,210.0,0.07,0.89,5,10,14,"Very engaging experience, I keep discovering new content.",0.2,98.2,High,12.3,2026-01-23,2026-04-20
U00301,loyal_user,46,France,Basic,12,Mobile,Documentary,13.9,5.3,157.4,0.08,0.83,2,8,8,"Great variety of shows and movies, I use it every day.",0.2,99.0,High,6.1,2025-01-26,2026-04-23
U00302,binge_watcher,20,Spain,Premium,31,Smart TV,Action,15.8,4.9,193.5,0.16,0.76,0,2,7,"I love the recommendations, they always match my taste.",0.2,100.0,High,3.2,2026-03-09,2026-04-25
U00303,casual_viewer,56,France,Standard,6,Laptop,Comedy,4.4,3.0,88.0,0.07,0.63,2,1,3,"There are enough shows, but I skip many before finding something.",-0.2,64.1,Medium,28.4,2025-04-23,2026-04-23
U00304,low_engagement,25,Germany,Standard,29,Tablet,Comedy,4.3,1.1,234.5,0.7,0.6,2,1,3,"It works fine overall, though some categories feel repetitive.",-0.2,53.0,Medium,46.5,2025-08-18,2026-04-23
U00305,low_engagement,38,Germany,Standard,16,Smart TV,Sci-Fi,0.9,2.2,24.5,0.42,0.7,9,3,3,"The service is acceptable, but I am not fully engaged.",0.0,48.0,Medium,52.4,2024-05-27,2026-04-16
U00306,binge_watcher,34,Italy,Standard,30,Smart TV,Thriller,21.9,5.6,234.6,0.11,0.91,3,8,7,The platform is easy to use and the content is excellent.,0.2,100.0,High,8.2,2025-10-28,2026-04-22
U00307,binge_watcher,45,UK,Standard,1,Smart TV,Drama,21.2,5.1,240.0,0.15,0.88,3,6,12,Excellent content selection and very smooth viewing experience.,0.4,92.8,High,12.6,2024-07-30,2026-04-22
U00308,loyal_user,43,Italy,Basic,24,Laptop,Romance,21.5,1.9,240.0,0.04,0.89,0,7,10,This is my favorite platform for relaxing in the evening.,0.2,94.2,High,3.7,2024-09-05,2026-04-25
U00309,loyal_user,37,Italy,Basic,35,Mobile,Action,16.1,7.2,134.2,0.05,0.93,0,9,11,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,1.0,2024-07-11,2026-04-25
U00310,low_engagement,18,Germany,Premium,9,Laptop,Comedy,4.0,0.7,240.0,0.42,0.14,3,3,2,Too many irrelevant suggestions and not enough variety.,-0.2,37.1,Low,50.9,2024-06-12,2026-04-22
U00311,casual_viewer,22,Germany,Premium,4,Smart TV,Drama,6.2,2.1,177.1,0.31,0.6,0,6,4,"There are enough shows, but I skip many before finding something.",-0.2,61.2,Medium,30.6,2024-06-01,2026-04-25
U00312,casual_viewer,43,Italy,Basic,27,Laptop,Sci-Fi,7.8,4.2,111.4,0.17,0.56,0,4,2,"Great variety of shows and movies, I use it every day.",0.2,82.8,High,12.0,2025-01-28,2026-04-25
U00313,loyal_user,18,UK,Standard,29,Mobile,Comedy,11.8,6.6,107.3,0.02,0.86,3,8,6,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,6.4,2024-07-10,2026-04-22
U00314,binge_watcher,23,Spain,Basic,28,Smart TV,Documentary,17.0,3.0,240.0,0.22,0.79,5,4,4,This is my favorite platform for relaxing in the evening.,0.2,89.5,High,19.6,2025-06-20,2026-04-20
U00315,loyal_user,59,Germany,Premium,10,Smart TV,Action,5.0,4.0,75.0,0.13,0.93,2,5,7,This is my favorite platform for relaxing in the evening.,0.2,78.2,High,17.5,2026-01-06,2026-04-23
U00316,loyal_user,23,Germany,Basic,4,Smart TV,Action,3.8,5.4,42.2,0.09,0.97,1,7,8,"Amazing content library, I always find something to watch.",0.2,78.6,High,14.5,2025-04-23,2026-04-24
U00317,casual_viewer,21,Spain,Standard,2,Smart TV,Sci-Fi,3.4,2.9,70.3,0.12,0.76,0,1,6,"There are enough shows, but I skip many before finding something.",-0.2,63.3,Medium,25.8,2026-04-03,2026-04-25
U00318,casual_viewer,35,Germany,Basic,18,Mobile,Thriller,2.6,2.6,60.0,0.12,0.72,0,3,3,"There are enough shows, but I skip many before finding something.",-0.2,67.1,Medium,23.9,2026-04-17,2026-04-25
U00319,casual_viewer,36,France,Basic,30,Tablet,Sci-Fi,9.3,3.3,169.1,0.11,0.57,2,3,1,"Amazing content library, I always find something to watch.",0.2,82.5,High,14.9,2024-12-03,2026-04-23
U00320,binge_watcher,35,Spain,Premium,28,Smart TV,Thriller,17.9,9.2,116.7,0.19,0.76,8,4,6,"Very engaging experience, I keep discovering new content.",0.2,94.8,High,22.4,2024-08-12,2026-04-17
U00321,loyal_user,45,Spain,Standard,33,Smart TV,Thriller,18.1,4.6,236.1,0.15,0.93,7,2,7,"Very engaging experience, I keep discovering new content.",0.2,98.8,High,17.6,2024-07-13,2026-04-18
U00322,low_engagement,36,UK,Standard,25,Smart TV,Action,3.6,1.8,120.0,0.36,0.12,2,1,3,"There are enough shows, but I skip many before finding something.",-0.2,47.2,Medium,42.6,2024-05-31,2026-04-23
U00323,loyal_user,31,Italy,Standard,1,Smart TV,Thriller,16.7,6.0,167.0,0.13,0.78,3,0,6,"Great variety of shows and movies, I use it every day.",0.2,90.6,High,13.3,2024-07-22,2026-04-22
U00324,loyal_user,18,France,Basic,17,Mobile,Romance,19.3,5.4,214.4,0.09,0.98,0,5,10,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,1.8,2025-01-29,2026-04-25
U00325,loyal_user,44,UK,Standard,5,Smart TV,Drama,13.9,4.4,189.5,0.01,0.86,8,4,9,I really like how personalized the home page feels.,0.2,90.0,High,21.2,2025-12-12,2026-04-17
U00326,binge_watcher,18,Spain,Premium,29,Mobile,Drama,19.5,3.5,240.0,0.18,0.98,5,5,7,I really like how personalized the home page feels.,0.2,96.8,High,15.2,2025-02-24,2026-04-20
U00327,casual_viewer,19,Italy,Standard,31,Laptop,Action,9.1,5.1,107.1,0.23,0.68,5,1,3,The platform is easy to use and the content is excellent.,0.2,87.3,High,21.0,2024-10-20,2026-04-20
U00328,casual_viewer,34,UK,Basic,23,Smart TV,Comedy,10.1,3.1,195.5,0.2,0.31,0,1,4,The recommendations are surprisingly accurate.,0.2,77.4,High,15.3,2025-07-20,2026-04-25
U00329,casual_viewer,48,Italy,Standard,13,Laptop,Thriller,10.3,3.7,167.0,0.37,0.93,0,4,2,The streaming quality is great and I enjoy the interface.,0.4,89.8,High,12.5,2024-12-18,2026-04-25
U00330,casual_viewer,23,Spain,Premium,19,Smart TV,Thriller,0.5,4.4,10.0,0.33,0.41,5,3,1,"The interface is simple, but discovery could be improved.",0.0,54.6,Medium,39.3,2025-12-29,2026-04-20
U00331,casual_viewer,44,France,Basic,19,Mobile,Documentary,6.9,2.5,165.6,0.36,0.55,2,2,3,"It works fine overall, though some categories feel repetitive.",-0.2,68.5,Medium,31.9,2025-09-06,2026-04-23
U00332,binge_watcher,54,Germany,Basic,8,Mobile,Thriller,14.8,11.6,76.6,0.03,0.82,6,6,7,The recommendations are surprisingly accurate.,0.2,94.2,High,15.5,2025-04-16,2026-04-19
U00333,casual_viewer,22,Germany,Basic,36,Mobile,Drama,7.1,3.4,125.3,0.25,0.8,13,2,3,"I love the recommendations, they always match my taste.",0.2,72.6,High,43.7,2025-07-29,2026-04-12
U00334,low_engagement,18,France,Basic,28,Laptop,Sci-Fi,7.7,0.9,240.0,0.51,0.51,2,2,2,"I use it from time to time, but not every week.",0.0,61.4,Medium,33.5,2025-04-13,2026-04-23
U00335,low_engagement,37,Spain,Premium,1,Mobile,Romance,3.6,0.5,240.0,0.69,0.28,6,1,2,There is not enough fresh content for me.,0.0,28.3,Low,61.6,2025-03-31,2026-04-19
U00336,casual_viewer,44,Spain,Standard,36,Laptop,Thriller,4.6,4.9,56.3,0.21,0.64,0,7,2,"Great variety of shows and movies, I use it every day.",0.2,79.0,High,14.7,2024-06-03,2026-04-25
U00337,low_engagement,21,Germany,Standard,2,Laptop,Action,5.6,2.0,168.0,0.63,0.25,4,0,3,The platform is okay but sometimes I do not know what to watch.,0.0,41.6,Medium,49.8,2024-07-30,2026-04-21
U00338,binge_watcher,19,Spain,Standard,11,Laptop,Sci-Fi,15.1,5.6,161.8,0.07,0.98,11,4,8,"Amazing content library, I always find something to watch.",0.2,95.2,High,25.8,2025-09-11,2026-04-14
U00339,casual_viewer,42,France,Basic,31,Mobile,Romance,3.2,3.0,64.0,0.13,0.56,2,0,3,"I use it from time to time, but not every week.",0.0,65.4,Medium,23.9,2024-05-08,2026-04-23
U00340,casual_viewer,44,Germany,Standard,16,Mobile,Comedy,3.2,3.2,60.0,0.29,0.7,2,3,3,"Content is decent, but recommendations could be better.",0.0,65.3,Medium,27.2,2025-12-03,2026-04-23
U00341,low_engagement,24,France,Standard,24,Mobile,Drama,3.5,0.5,240.0,0.55,0.26,2,2,2,"There are enough shows, but I skip many before finding something.",-0.2,42.4,Medium,48.8,2024-12-07,2026-04-23
U00342,loyal_user,35,France,Basic,31,Smart TV,Drama,6.9,5.6,73.9,0.12,0.93,1,4,9,"Very engaging experience, I keep discovering new content.",0.2,92.9,High,7.9,2024-10-22,2026-04-24
U00343,casual_viewer,36,Germany,Standard,15,Mobile,Action,5.6,2.1,160.0,0.41,0.51,1,0,3,"I use it from time to time, but not every week.",0.0,60.7,Medium,29.8,2025-04-11,2026-04-24
U00344,casual_viewer,18,UK,Basic,1,Mobile,Romance,6.5,3.2,121.9,0.18,0.51,0,1,2,"It is fine for casual watching, nothing particularly special.",-0.2,64.6,Medium,26.3,2024-09-01,2026-04-25
U00345,low_engagement,25,Italy,Standard,21,Mobile,Romance,3.6,1.4,154.3,0.6,0.38,0,3,3,"It is fine for casual watching, nothing particularly special.",-0.2,50.1,Medium,42.0,2024-06-24,2026-04-25
U00346,loyal_user,54,Germany,Standard,12,Laptop,Drama,18.8,8.1,139.3,0.15,0.84,0,5,10,"Amazing content library, I always find something to watch.",0.2,99.8,High,3.1,2025-03-04,2026-04-25
U00347,loyal_user,41,France,Basic,18,Tablet,Comedy,6.5,6.0,65.0,0.03,0.97,12,6,9,I really like how personalized the home page feels.,0.2,84.4,High,32.4,2025-09-15,2026-04-13
U00348,casual_viewer,34,Germany,Standard,26,Laptop,Documentary,15.7,3.3,240.0,0.17,0.78,3,3,1,"Very engaging experience, I keep discovering new content.",0.2,92.8,High,13.0,2025-04-19,2026-04-22
U00349,binge_watcher,43,Spain,Standard,20,Laptop,Drama,21.4,6.8,188.8,0.15,0.89,5,7,10,The recommendations are surprisingly accurate.,0.2,100.0,High,13.0,2024-07-04,2026-04-20
U00350,low_engagement,30,France,Standard,12,Mobile,Comedy,5.0,1.0,240.0,0.59,0.24,0,3,3,"It is fine for casual watching, nothing particularly special.",-0.2,44.6,Medium,44.5,2025-07-17,2026-04-25
U00351,low_engagement,43,France,Standard,27,Tablet,Action,5.4,3.5,92.6,0.51,0.62,2,0,4,"I use it from time to time, but not every week.",0.0,68.8,Medium,29.8,2026-01-22,2026-04-23
U00352,loyal_user,28,Italy,Basic,25,Mobile,Romance,10.4,7.2,86.7,0.13,0.83,1,11,7,"Amazing content library, I always find something to watch.",0.2,99.0,High,5.1,2026-04-04,2026-04-24
U00353,casual_viewer,31,Spain,Standard,29,Tablet,Drama,3.8,2.9,78.6,0.42,0.42,16,1,2,"The experience is average, not bad but not amazing.",0.0,50.3,Medium,58.2,2025-12-18,2026-04-09
U00354,binge_watcher,43,UK,Standard,34,Tablet,Thriller,12.1,4.8,151.2,0.17,0.95,0,3,11,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,3.4,2026-02-14,2026-04-25
U00355,casual_viewer,41,UK,Standard,15,Mobile,Thriller,8.5,2.4,212.5,0.3,0.62,10,2,4,"The experience is average, not bad but not amazing.",0.0,66.3,Medium,42.9,2024-09-02,2026-04-15
U00356,casual_viewer,37,Italy,Basic,1,Mobile,Action,11.8,3.5,202.3,0.15,0.65,2,4,0,I really like how personalized the home page feels.,0.2,81.4,High,16.3,2025-11-25,2026-04-23
U00357,casual_viewer,30,UK,Standard,9,Laptop,Thriller,7.0,2.9,144.8,0.22,0.58,0,3,3,The platform is okay but sometimes I do not know what to watch.,0.0,69.8,Medium,19.5,2025-07-16,2026-04-25
U00358,low_engagement,18,Italy,Premium,11,Mobile,Thriller,2.3,3.3,41.8,0.37,0.45,12,1,5,"It works fine overall, though some categories feel repetitive.",-0.2,45.5,Medium,63.6,2024-10-19,2026-04-13
U00359,low_engagement,28,Italy,Basic,2,Laptop,Comedy,2.9,2.8,62.1,0.42,0.39,3,4,1,"Content is decent, but recommendations could be better.",0.0,45.5,Medium,41.6,2024-06-18,2026-04-22
U00360,loyal_user,43,France,Premium,32,Laptop,Thriller,16.1,5.9,163.7,0.03,0.98,2,9,9,The platform is easy to use and the content is excellent.,0.2,100.0,High,4.6,2026-04-10,2026-04-23
U00361,loyal_user,29,Italy,Standard,6,Laptop,Comedy,12.5,4.0,187.5,0.07,0.82,0,3,4,"Amazing content library, I always find something to watch.",0.2,93.5,High,4.7,2025-05-29,2026-04-25
U00362,casual_viewer,30,Italy,Basic,32,Laptop,Drama,7.2,3.6,120.0,0.3,0.83,7,2,2,The streaming quality is great and I enjoy the interface.,0.4,78.0,High,31.0,2026-03-03,2026-04-18
U00363,loyal_user,22,Germany,Basic,22,Smart TV,Action,16.5,3.1,240.0,0.18,0.9,2,5,4,The recommendations are surprisingly accurate.,0.2,95.6,High,9.8,2025-12-30,2026-04-23
U00364,casual_viewer,44,France,Standard,13,Smart TV,Romance,9.4,3.3,170.9,0.09,0.54,0,2,3,This is my favorite platform for relaxing in the evening.,0.2,80.3,High,11.7,2025-01-21,2026-04-25
U00365,casual_viewer,44,Spain,Premium,15,Smart TV,Thriller,2.2,5.1,25.9,0.31,0.81,0,0,3,The recommendations are surprisingly accurate.,0.2,73.6,High,19.4,2024-08-26,2026-04-25
U00366,loyal_user,21,Germany,Basic,27,Tablet,Drama,12.9,7.7,100.5,0.16,0.88,4,5,8,The recommendations are surprisingly accurate.,0.2,100.0,High,11.2,2025-09-11,2026-04-21
U00367,casual_viewer,41,France,Basic,23,Mobile,Sci-Fi,3.6,5.2,41.5,0.21,0.6,14,0,3,"Some content is good, some is forgettable.",0.0,65.8,Medium,46.3,2025-06-21,2026-04-11
U00368,low_engagement,24,France,Basic,36,Mobile,Documentary,4.0,2.9,82.8,0.27,0.25,0,2,4,The platform is okay but sometimes I do not know what to watch.,0.0,58.8,Medium,26.0,2024-12-21,2026-04-25
U00369,casual_viewer,36,Germany,Basic,29,Smart TV,Thriller,7.4,2.0,222.0,0.2,0.65,6,5,4,Excellent content selection and very smooth viewing experience.,0.4,70.0,High,31.0,2024-05-23,2026-04-19
U00370,binge_watcher,28,Germany,Standard,19,Smart TV,Drama,12.8,6.8,112.9,0.12,0.91,0,7,10,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,2.4,2026-02-09,2026-04-25
U00371,casual_viewer,43,Spain,Basic,29,Smart TV,Drama,10.4,2.4,240.0,0.24,0.57,4,3,3,"Amazing content library, I always find something to watch.",0.2,78.0,High,23.8,2025-11-25,2026-04-21
U00372,binge_watcher,35,Italy,Basic,10,Tablet,Drama,10.9,5.1,128.2,0.2,0.79,1,5,8,The streaming quality is great and I enjoy the interface.,0.4,93.2,High,9.4,2024-07-25,2026-04-24
U00373,low_engagement,32,UK,Standard,32,Mobile,Romance,2.7,1.8,90.0,0.55,0.28,0,3,3,"Some content is good, some is forgettable.",0.0,47.7,Medium,37.1,2024-04-26,2026-04-25
U00374,binge_watcher,46,Germany,Basic,20,Laptop,Comedy,9.3,9.8,56.9,0.23,0.76,4,6,7,"Amazing content library, I always find something to watch.",0.2,90.6,High,17.3,2024-10-29,2026-04-21
U00375,loyal_user,37,Germany,Premium,11,Smart TV,Comedy,14.3,6.2,138.4,0.09,0.98,0,8,6,The recommendations are surprisingly accurate.,0.2,100.0,High,1.8,2024-08-14,2026-04-25
U00376,low_engagement,28,France,Standard,25,Laptop,Documentary,2.9,1.4,124.3,0.4,0.3,7,0,5,"Content is decent, but recommendations could be better.",0.0,43.8,Medium,50.1,2024-06-24,2026-04-18
U00377,casual_viewer,43,UK,Standard,10,Smart TV,Romance,6.3,3.5,108.0,0.24,0.59,1,2,4,"Very engaging experience, I keep discovering new content.",0.2,70.1,High,21.8,2025-02-09,2026-04-24
U00378,casual_viewer,39,Italy,Premium,34,Laptop,Documentary,12.4,2.9,240.0,0.4,0.77,0,4,1,Excellent content selection and very smooth viewing experience.,0.4,89.8,High,13.1,2025-05-13,2026-04-25
U00379,loyal_user,27,Germany,Basic,12,Mobile,Thriller,9.4,4.1,137.6,0.07,0.88,1,5,7,Excellent content selection and very smooth viewing experience.,0.4,91.0,High,7.9,2025-02-24,2026-04-24
U00380,low_engagement,41,France,Basic,25,Mobile,Romance,1.3,1.0,78.0,0.53,0.28,0,2,3,"The interface is simple, but discovery could be improved.",0.0,41.3,Medium,40.0,2025-02-12,2026-04-25
U00381,loyal_user,31,Spain,Basic,35,Mobile,Comedy,17.0,5.7,178.9,0.1,0.84,0,3,5,I really like how personalized the home page feels.,0.2,100.0,High,2.0,2025-11-20,2026-04-25
U00382,casual_viewer,48,Germany,Standard,15,Smart TV,Romance,3.7,3.7,60.0,0.33,0.64,6,2,5,"Content is decent, but recommendations could be better.",0.0,62.8,Medium,37.2,2026-01-22,2026-04-19
U00383,low_engagement,21,France,Basic,7,Mobile,Thriller,5.8,0.5,240.0,0.45,0.43,0,0,2,"Content is decent, but recommendations could be better.",0.0,49.0,Medium,34.5,2025-02-07,2026-04-25
U00384,binge_watcher,42,Spain,Basic,6,Smart TV,Drama,23.6,6.6,214.5,0.1,0.82,0,4,9,The platform is easy to use and the content is excellent.,0.2,97.0,High,3.5,2024-10-03,2026-04-25
U00385,binge_watcher,24,UK,Basic,3,Mobile,Drama,9.0,6.1,88.5,0.12,0.91,11,3,4,The recommendations are surprisingly accurate.,0.2,81.2,High,33.8,2024-09-27,2026-04-14
U00386,low_engagement,37,France,Basic,24,Smart TV,Comedy,6.3,1.3,240.0,0.63,0.45,2,4,4,"It is fine for casual watching, nothing particularly special.",-0.2,56.1,Medium,43.5,2025-04-28,2026-04-23
U00387,loyal_user,33,Germany,Premium,14,Laptop,Thriller,12.0,8.2,87.8,0.1,0.84,8,5,12,"I love the recommendations, they always match my taste.",0.2,95.1,High,20.5,2025-07-05,2026-04-17
U00388,casual_viewer,44,Spain,Standard,18,Mobile,Sci-Fi,9.6,1.3,240.0,0.44,0.7,4,2,4,I really like how personalized the home page feels.,0.2,70.9,High,31.3,2026-01-09,2026-04-21
U00389,casual_viewer,28,UK,Standard,26,Mobile,Sci-Fi,10.5,4.0,157.5,0.2,0.59,0,0,7,"Very engaging experience, I keep discovering new content.",0.2,89.0,High,9.5,2025-11-18,2026-04-25
U00390,binge_watcher,45,Germany,Standard,20,Tablet,Romance,13.9,4.5,185.3,0.07,0.78,17,3,5,"Very engaging experience, I keep discovering new content.",0.2,91.5,High,30.6,2026-01-05,2026-04-08
U00391,low_engagement,39,UK,Standard,25,Mobile,Comedy,0.7,2.1,20.0,0.22,0.22,1,6,5,"The interface is simple, but discovery could be improved.",0.0,46.5,Medium,33.1,2025-12-29,2026-04-24
U00392,low_engagement,26,Spain,Premium,27,Mobile,Thriller,3.8,1.6,142.5,0.49,0.45,4,2,2,"The service is acceptable, but I am not fully engaged.",0.0,51.6,Medium,42.0,2025-09-06,2026-04-21
U00393,casual_viewer,37,Germany,Standard,14,Mobile,Thriller,5.4,3.1,104.5,0.26,0.5,2,1,7,"Some content is good, some is forgettable.",0.0,64.9,Medium,26.7,2024-07-28,2026-04-23
U00394,casual_viewer,21,UK,Premium,11,Laptop,Sci-Fi,10.0,4.1,146.3,0.14,0.52,12,4,2,"I love the recommendations, they always match my taste.",0.2,73.2,High,40.2,2024-08-10,2026-04-13
U00395,binge_watcher,44,Spain,Standard,15,Laptop,Romance,25.1,6.1,240.0,0.1,0.84,1,8,7,"I love the recommendations, they always match my taste.",0.2,100.0,High,4.0,2025-10-23,2026-04-24
U00396,casual_viewer,48,Spain,Standard,15,Smart TV,Comedy,2.9,2.1,82.9,0.33,0.47,2,4,2,"The interface is simple, but discovery could be improved.",0.0,53.3,Medium,34.0,2025-05-01,2026-04-23
U00397,loyal_user,27,Italy,Standard,21,Mobile,Drama,10.5,3.2,196.9,0.04,0.78,0,2,6,The platform is easy to use and the content is excellent.,0.2,92.9,High,4.3,2024-09-23,2026-04-25
U00398,binge_watcher,43,Germany,Standard,11,Smart TV,Romance,7.4,6.8,65.3,0.27,0.85,2,6,10,"Great variety of shows and movies, I use it every day.",0.2,84.6,High,17.1,2025-12-01,2026-04-23
U00399,binge_watcher,46,France,Premium,34,Mobile,Romance,18.0,4.8,225.0,0.2,0.77,2,10,12,"Great variety of shows and movies, I use it every day.",0.2,98.9,High,8.5,2024-10-29,2026-04-23
U00400,casual_viewer,18,Germany,Standard,26,Laptop,Action,1.1,1.5,44.0,0.25,0.55,3,2,3,"It is fine for casual watching, nothing particularly special.",-0.2,51.4,Medium,40.3,2025-01-16,2026-04-22
U00401,casual_viewer,25,Italy,Basic,28,Mobile,Comedy,5.7,2.7,126.7,0.14,0.81,2,2,1,I really like how personalized the home page feels.,0.2,76.6,High,18.5,2025-06-10,2026-04-23
U00402,low_engagement,24,Spain,Basic,22,Mobile,Romance,3.9,1.6,146.2,0.33,0.75,3,3,3,"The service is acceptable, but I am not fully engaged.",0.0,62.5,Medium,31.4,2024-08-23,2026-04-22
U00403,binge_watcher,43,France,Standard,35,Laptop,Drama,11.8,9.9,71.5,0.14,0.82,1,6,8,The platform is easy to use and the content is excellent.,0.2,100.0,High,4.8,2025-11-15,2026-04-24
U00404,binge_watcher,44,UK,Basic,28,Smart TV,Thriller,15.5,4.4,211.4,0.17,0.73,0,9,8,"I love the recommendations, they always match my taste.",0.2,98.3,High,4.3,2024-06-04,2026-04-25
U00405,casual_viewer,36,Spain,Basic,21,Mobile,Drama,2.0,3.0,40.0,0.37,0.62,4,1,4,"I use it from time to time, but not every week.",0.0,58.8,Medium,36.0,2024-06-17,2026-04-21
U00406,binge_watcher,28,Germany,Standard,23,Smart TV,Documentary,26.8,5.9,240.0,0.14,0.76,9,2,7,"Amazing content library, I always find something to watch.",0.2,94.7,High,23.4,2025-01-28,2026-04-16
U00407,casual_viewer,31,Spain,Premium,5,Smart TV,Documentary,10.5,1.8,240.0,0.26,0.74,0,0,2,"Very engaging experience, I keep discovering new content.",0.2,75.6,High,17.4,2024-11-17,2026-04-25
U00408,low_engagement,50,Spain,Standard,29,Smart TV,Drama,0.5,2.4,12.5,0.41,0.22,1,3,1,"It is fine for casual watching, nothing particularly special.",-0.2,44.4,Medium,43.0,2026-01-02,2026-04-24
U00409,low_engagement,43,UK,Standard,13,Tablet,Comedy,1.7,1.1,92.7,0.54,0.41,4,1,2,The interface does not help me discover good content.,0.0,39.1,Low,49.2,2024-11-02,2026-04-21
U00410,low_engagement,35,Spain,Standard,19,Mobile,Romance,1.3,1.7,45.9,0.21,0.34,7,4,4,The platform is okay but sometimes I do not know what to watch.,0.0,44.3,Medium,46.1,2025-09-12,2026-04-18
U00411,binge_watcher,38,UK,Premium,31,Smart TV,Documentary,15.6,6.8,137.6,0.09,0.83,1,1,7,"I love the recommendations, they always match my taste.",0.2,100.0,High,3.8,2026-04-18,2026-04-24
U00412,casual_viewer,42,Spain,Basic,21,Laptop,Action,6.5,3.5,111.4,0.26,0.63,5,4,5,"Very engaging experience, I keep discovering new content.",0.2,73.1,High,28.7,2025-12-06,2026-04-20
U00413,casual_viewer,54,Spain,Standard,25,Laptop,Thriller,2.1,3.1,40.6,0.21,0.58,3,1,2,"There are enough shows, but I skip many before finding something.",-0.2,61.6,Medium,34.4,2025-05-25,2026-04-22
U00414,binge_watcher,37,France,Basic,8,Smart TV,Drama,16.8,7.7,130.9,0.09,0.63,1,8,4,This is my favorite platform for relaxing in the evening.,0.2,92.6,High,7.5,2025-02-09,2026-04-24
U00415,low_engagement,29,Italy,Premium,31,Smart TV,Action,4.3,2.9,89.0,0.64,0.4,0,3,2,"It is fine for casual watching, nothing particularly special.",-0.2,57.8,Medium,38.9,2024-10-27,2026-04-25
U00416,low_engagement,47,Italy,Standard,8,Smart TV,Romance,5.4,0.7,240.0,0.64,0.59,3,0,5,"Some content is good, some is forgettable.",0.0,48.1,Medium,44.8,2024-09-30,2026-04-22
U00417,binge_watcher,35,Spain,Standard,21,Smart TV,Thriller,8.6,4.9,105.3,0.21,0.76,0,6,10,"Great variety of shows and movies, I use it every day.",0.2,92.0,High,8.2,2025-03-15,2026-04-25
U00418,low_engagement,34,France,Premium,4,Mobile,Thriller,3.4,0.5,240.0,0.61,0.08,0,3,4,I skip almost everything and rarely finish anything.,-0.4,30.4,Low,57.0,2026-04-06,2026-04-25
U00419,loyal_user,29,France,Standard,22,Mobile,Documentary,10.6,1.4,240.0,0.02,0.87,2,7,13,I really like how personalized the home page feels.,0.2,87.0,High,10.9,2024-09-13,2026-04-23
U00420,loyal_user,55,UK,Basic,22,Smart TV,Documentary,17.9,5.9,182.0,0.11,0.98,0,10,5,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,2.2,2024-04-29,2026-04-25
U00421,casual_viewer,49,Germany,Premium,6,Laptop,Romance,7.3,2.4,182.5,0.36,0.54,1,1,4,"There are enough shows, but I skip many before finding something.",-0.2,63.2,Medium,32.6,2025-12-29,2026-04-24
U00422,casual_viewer,38,France,Standard,19,Smart TV,Documentary,9.2,5.1,108.2,0.19,0.45,2,7,4,I really like how personalized the home page feels.,0.2,84.3,High,15.7,2025-11-01,2026-04-23
U00423,low_engagement,39,UK,Standard,10,Laptop,Thriller,2.7,3.2,50.6,0.46,0.11,2,2,2,"I use it from time to time, but not every week.",0.0,43.8,Medium,41.3,2024-05-19,2026-04-23
U00424,binge_watcher,23,France,Basic,5,Laptop,Comedy,12.5,4.5,166.7,0.05,0.83,10,4,4,Excellent content selection and very smooth viewing experience.,0.4,87.5,High,27.2,2026-01-07,2026-04-15
U00425,low_engagement,56,Germany,Standard,8,Smart TV,Action,5.3,1.0,240.0,0.39,0.46,2,2,6,"The service is acceptable, but I am not fully engaged.",0.0,50.3,Medium,36.7,2025-03-11,2026-04-23
U00426,loyal_user,24,France,Standard,33,Mobile,Sci-Fi,18.0,4.5,240.0,0.01,0.91,0,6,11,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,0.2,2025-06-12,2026-04-25
U00427,casual_viewer,28,Spain,Standard,3,Smart TV,Romance,6.0,4.7,76.6,0.22,0.61,0,2,6,"Very engaging experience, I keep discovering new content.",0.2,72.2,High,18.3,2025-05-19,2026-04-25
U00428,binge_watcher,33,Italy,Standard,23,Mobile,Thriller,13.9,3.9,213.8,0.07,0.93,1,4,6,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,3.4,2024-11-19,2026-04-24
U00429,casual_viewer,22,France,Standard,4,Smart TV,Romance,11.6,3.4,204.7,0.07,0.7,5,0,5,The recommendations are surprisingly accurate.,0.2,82.0,High,20.4,2024-11-19,2026-04-20
U00430,casual_viewer,32,Spain,Standard,21,Smart TV,Action,12.8,2.4,240.0,0.24,0.62,3,0,0,I really like how personalized the home page feels.,0.2,84.1,High,18.8,2024-07-04,2026-04-22
U00431,low_engagement,33,Italy,Basic,22,Tablet,Thriller,6.2,1.0,240.0,0.3,0.26,4,2,4,"The experience is average, not bad but not amazing.",0.0,53.3,Medium,37.4,2026-01-10,2026-04-21
U00432,loyal_user,21,Spain,Standard,27,Smart TV,Action,12.7,5.7,133.7,0.09,0.94,1,5,11,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,3.8,2025-10-30,2026-04-24
U00433,casual_viewer,28,Italy,Standard,9,Mobile,Sci-Fi,9.6,2.7,213.3,0.28,0.67,2,2,4,"Great variety of shows and movies, I use it every day.",0.2,75.2,High,22.0,2025-10-26,2026-04-23
U00434,casual_viewer,42,Germany,Premium,13,Mobile,Thriller,6.9,4.5,92.0,0.44,0.72,10,0,0,This is my favorite platform for relaxing in the evening.,0.2,70.2,High,43.7,2024-09-25,2026-04-15
U00435,binge_watcher,28,UK,Premium,7,Smart TV,Thriller,18.6,5.5,202.9,0.15,0.98,11,4,3,This is my favorite platform for relaxing in the evening.,0.2,92.0,High,29.0,2024-05-28,2026-04-14
U00436,low_engagement,18,UK,Basic,17,Smart TV,Sci-Fi,2.4,0.9,160.0,0.47,0.29,0,1,1,"The interface is simple, but discovery could be improved.",0.0,43.3,Medium,37.8,2024-07-22,2026-04-25
U00437,loyal_user,35,Italy,Standard,7,Laptop,Comedy,13.2,5.2,152.3,0.14,0.74,11,8,4,This is my favorite platform for relaxing in the evening.,0.2,86.1,High,31.8,2026-02-15,2026-04-14
U00438,low_engagement,49,Germany,Basic,14,Mobile,Documentary,3.1,1.3,143.1,0.29,0.41,0,3,1,"There are enough shows, but I skip many before finding something.",-0.2,50.8,Medium,35.4,2025-07-18,2026-04-25
U00439,low_engagement,27,France,Premium,4,Tablet,Sci-Fi,7.0,2.9,144.8,0.44,0.38,1,3,5,"The interface is simple, but discovery could be improved.",0.0,58.2,Medium,31.7,2024-11-22,2026-04-24
U00440,binge_watcher,42,Spain,Basic,13,Smart TV,Drama,15.8,6.6,143.6,0.13,0.54,4,6,8,This is my favorite platform for relaxing in the evening.,0.2,89.8,High,15.7,2025-01-18,2026-04-21
U00441,binge_watcher,29,France,Basic,17,Smart TV,Drama,14.0,3.6,233.3,0.15,0.98,3,5,10,I really like how personalized the home page feels.,0.2,97.8,High,10.1,2025-07-06,2026-04-22
U00442,low_engagement,31,France,Premium,3,Mobile,Drama,4.9,0.8,240.0,0.24,0.11,2,1,4,There is not enough fresh content for me.,0.0,39.5,Low,39.0,2024-08-25,2026-04-23
U00443,low_engagement,37,Germany,Basic,20,Smart TV,Sci-Fi,3.5,1.7,123.5,0.38,0.05,1,4,1,"I use it from time to time, but not every week.",0.0,45.3,Medium,37.0,2024-09-08,2026-04-24
U00444,binge_watcher,40,France,Standard,18,Tablet,Sci-Fi,15.6,4.7,199.1,0.01,0.72,0,2,10,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,0.2,2024-09-17,2026-04-25
U00445,binge_watcher,48,Italy,Basic,34,Laptop,Romance,18.5,1.5,240.0,0.11,0.76,7,7,14,I really like how personalized the home page feels.,0.2,82.8,High,24.8,2024-08-14,2026-04-18
U00446,loyal_user,29,UK,Basic,13,Laptop,Documentary,19.1,5.9,194.2,0.07,0.92,4,3,16,The platform is easy to use and the content is excellent.,0.2,100.0,High,9.4,2026-02-21,2026-04-21
U00447,low_engagement,50,France,Basic,22,Mobile,Documentary,0.5,1.3,23.1,0.67,0.25,0,3,3,"The platform used to be better, now it feels repetitive.",-0.2,37.6,Low,49.6,2026-01-29,2026-04-25
U00448,casual_viewer,49,Italy,Premium,26,Smart TV,Sci-Fi,0.5,2.0,15.0,0.19,0.58,4,2,3,The platform is okay but sometimes I do not know what to watch.,0.0,52.7,Medium,35.4,2025-08-15,2026-04-21
U00449,binge_watcher,40,Germany,Basic,14,Smart TV,Romance,19.3,1.9,240.0,0.07,0.69,7,4,10,This is my favorite platform for relaxing in the evening.,0.2,80.2,High,25.3,2024-11-05,2026-04-18
U00450,binge_watcher,36,UK,Basic,3,Mobile,Sci-Fi,15.6,7.8,120.0,0.1,0.94,5,8,11,The platform is easy to use and the content is excellent.,0.2,94.5,High,14.8,2025-04-18,2026-04-20
U00451,binge_watcher,46,Spain,Standard,11,Laptop,Comedy,22.3,7.2,185.8,0.03,0.87,1,6,9,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,2.6,2025-03-03,2026-04-24
U00452,binge_watcher,27,Spain,Basic,2,Smart TV,Thriller,17.9,4.9,219.2,0.17,0.86,10,5,5,"Amazing content library, I always find something to watch.",0.2,86.5,High,30.1,2026-03-03,2026-04-15
U00453,casual_viewer,31,Spain,Standard,23,Mobile,Thriller,5.6,1.2,240.0,0.25,0.78,7,5,1,"Content is decent, but recommendations could be better.",0.0,63.9,Medium,37.0,2025-05-23,2026-04-18
U00454,binge_watcher,42,UK,Standard,22,Smart TV,Drama,16.5,6.9,143.5,0.18,0.88,7,6,8,Excellent content selection and very smooth viewing experience.,0.4,98.7,High,18.2,2025-07-09,2026-04-18
U00455,casual_viewer,34,UK,Standard,6,Mobile,Comedy,10.6,3.6,176.7,0.35,0.55,2,1,2,The platform is easy to use and the content is excellent.,0.2,75.8,High,23.1,2025-05-19,2026-04-23
U00456,casual_viewer,25,UK,Standard,17,Smart TV,Drama,7.7,4.3,107.4,0.16,0.79,1,1,1,The platform is easy to use and the content is excellent.,0.2,86.5,High,11.9,2025-05-02,2026-04-24
U00457,loyal_user,19,Germany,Premium,13,Smart TV,Comedy,15.5,3.9,238.5,0.18,0.68,10,6,8,The platform is easy to use and the content is excellent.,0.2,83.4,High,31.9,2024-08-24,2026-04-15
U00458,casual_viewer,26,France,Basic,27,Smart TV,Romance,6.6,2.1,188.6,0.23,0.58,0,1,5,The streaming quality is great and I enjoy the interface.,0.4,71.0,High,19.1,2024-09-30,2026-04-25
U00459,binge_watcher,25,Spain,Standard,34,Mobile,Documentary,12.1,0.5,240.0,0.16,0.98,1,5,10,The platform is easy to use and the content is excellent.,0.2,88.3,High,11.1,2024-06-08,2026-04-24
U00460,binge_watcher,35,UK,Premium,7,Laptop,Romance,17.7,3.3,240.0,0.02,0.95,3,6,11,"Great variety of shows and movies, I use it every day.",0.2,92.8,High,10.0,2024-07-03,2026-04-22
U00461,casual_viewer,45,Germany,Basic,9,Smart TV,Romance,6.8,2.8,145.7,0.31,0.71,2,0,5,"Some content is good, some is forgettable.",0.0,69.2,Medium,25.6,2025-04-20,2026-04-23
U00462,low_engagement,50,Spain,Premium,34,Smart TV,Drama,4.2,0.5,240.0,0.35,0.25,2,4,5,"There are enough shows, but I skip many before finding something.",-0.2,46.9,Medium,42.5,2025-10-23,2026-04-23
U00463,casual_viewer,31,Spain,Standard,28,Smart TV,Action,4.4,3.8,69.5,0.28,0.66,2,1,3,This is my favorite platform for relaxing in the evening.,0.2,71.9,High,23.6,2025-10-11,2026-04-23
U00464,casual_viewer,40,Italy,Standard,8,Mobile,Action,5.7,4.8,71.2,0.3,0.58,5,4,1,"It works fine overall, though some categories feel repetitive.",-0.2,68.5,Medium,36.8,2026-02-05,2026-04-20
U00465,casual_viewer,37,France,Standard,16,Smart TV,Comedy,6.3,5.0,75.6,0.32,0.56,3,3,1,The recommendations are surprisingly accurate.,0.2,75.5,High,24.6,2024-10-20,2026-04-22
U00466,casual_viewer,33,UK,Premium,33,Laptop,Thriller,2.3,2.4,57.5,0.14,0.51,3,2,2,The platform is okay but sometimes I do not know what to watch.,0.0,58.6,Medium,29.5,2024-06-17,2026-04-22
U00467,casual_viewer,57,UK,Standard,30,Smart TV,Comedy,2.3,2.9,47.6,0.44,0.65,0,1,3,"It works fine overall, though some categories feel repetitive.",-0.2,62.0,Medium,32.8,2024-08-22,2026-04-25
U00468,loyal_user,25,Italy,Standard,28,Laptop,Documentary,8.5,4.4,115.9,0.09,0.8,0,5,10,The platform is easy to use and the content is excellent.,0.2,92.5,High,5.5,2025-10-22,2026-04-25
U00469,casual_viewer,18,UK,Standard,16,Smart TV,Thriller,7.8,1.9,240.0,0.23,0.78,7,2,4,The platform is easy to use and the content is excellent.,0.2,70.6,High,33.3,2025-02-01,2026-04-18
U00470,binge_watcher,32,Germany,Basic,30,Smart TV,Drama,15.9,9.0,106.0,0.22,0.9,4,7,5,I really like how personalized the home page feels.,0.2,100.0,High,12.4,2024-06-02,2026-04-21
U00471,loyal_user,27,Italy,Standard,35,Laptop,Romance,11.2,6.0,112.0,0.08,0.92,5,11,11,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,11.6,2024-08-08,2026-04-20
U00472,casual_viewer,33,Germany,Standard,35,Smart TV,Comedy,8.1,4.3,113.0,0.18,0.76,7,2,2,"Very engaging experience, I keep discovering new content.",0.2,83.2,High,26.0,2024-10-26,2026-04-18
U00473,loyal_user,23,Spain,Basic,34,Laptop,Action,17.4,5.1,204.7,0.23,0.97,4,4,10,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,12.6,2025-10-09,2026-04-21
U00474,casual_viewer,45,UK,Standard,17,Tablet,Comedy,9.4,4.2,134.3,0.2,0.64,4,4,2,This is my favorite platform for relaxing in the evening.,0.2,83.6,High,20.2,2025-01-08,2026-04-21
U00475,low_engagement,27,Spain,Premium,14,Mobile,Thriller,2.6,0.5,240.0,0.35,0.47,2,1,4,"It is fine for casual watching, nothing particularly special.",-0.2,45.4,Medium,43.3,2024-11-27,2026-04-23
U00476,low_engagement,32,Germany,Premium,1,Mobile,Sci-Fi,2.9,0.5,240.0,0.51,0.48,3,0,3,The content library feels boring and limited.,-0.4,36.7,Low,57.8,2025-10-03,2026-04-22
U00477,casual_viewer,35,UK,Standard,30,Laptop,Thriller,3.9,4.3,54.4,0.23,0.98,0,2,4,The platform is easy to use and the content is excellent.,0.2,83.0,High,13.1,2025-08-12,2026-04-25
U00478,low_engagement,25,Germany,Standard,35,Mobile,Drama,5.3,1.1,240.0,0.64,0.13,3,3,3,"The interface is simple, but discovery could be improved.",0.0,43.9,Medium,46.8,2024-10-05,2026-04-22
U00479,loyal_user,23,UK,Premium,21,Laptop,Drama,17.4,4.1,240.0,0.06,0.76,2,8,8,"Great variety of shows and movies, I use it every day.",0.2,97.9,High,6.2,2025-07-08,2026-04-23
U00480,loyal_user,38,Italy,Standard,1,Laptop,Drama,15.2,4.7,194.0,0.13,0.95,0,5,7,The streaming quality is great and I enjoy the interface.,0.4,96.1,High,4.6,2025-01-20,2026-04-25
U00481,low_engagement,20,Italy,Standard,26,Laptop,Sci-Fi,1.2,0.5,144.0,0.36,0.54,7,3,9,"It is fine for casual watching, nothing particularly special.",-0.2,42.5,Medium,55.0,2026-01-22,2026-04-18
U00482,casual_viewer,41,Germany,Basic,13,Smart TV,Action,5.8,3.0,116.0,0.25,0.58,4,2,1,"The interface is simple, but discovery could be improved.",0.0,65.5,Medium,30.2,2026-03-29,2026-04-21
U00483,low_engagement,32,France,Premium,26,Smart TV,Documentary,0.5,1.3,23.1,0.44,0.05,1,2,0,I skip almost everything and rarely finish anything.,-0.4,35.3,Low,53.2,2024-11-27,2026-04-24
U00484,loyal_user,32,Italy,Basic,13,Laptop,Comedy,9.5,3.4,167.6,0.12,0.8,0,3,3,Excellent content selection and very smooth viewing experience.,0.4,87.0,High,8.9,2026-02-01,2026-04-25
U00485,low_engagement,52,Italy,Standard,25,Smart TV,Comedy,3.2,0.5,240.0,0.54,0.68,2,4,5,The platform is okay but sometimes I do not know what to watch.,0.0,52.3,Medium,38.7,2025-06-03,2026-04-23
U00486,binge_watcher,26,Spain,Premium,21,Mobile,Drama,23.6,6.5,217.8,0.01,0.74,6,1,8,The platform is easy to use and the content is excellent.,0.2,98.5,High,12.9,2025-12-06,2026-04-19
U00487,low_engagement,42,Spain,Standard,19,Mobile,Drama,0.5,3.3,10.0,0.7,0.39,0,3,2,"I use it from time to time, but not every week.",0.0,48.2,Medium,39.9,2024-05-13,2026-04-25
U00488,binge_watcher,50,Italy,Standard,15,Laptop,Thriller,10.1,4.2,144.3,0.07,0.7,2,3,6,This is my favorite platform for relaxing in the evening.,0.2,89.4,High,10.7,2025-01-21,2026-04-23
U00489,low_engagement,23,France,Standard,30,Mobile,Sci-Fi,1.6,2.1,45.7,0.64,0.15,7,3,2,The recommendations are bad and repetitive.,-0.4,35.9,Low,68.8,2026-04-06,2026-04-18
U00490,low_engagement,28,Italy,Premium,34,Smart TV,Comedy,4.0,1.4,171.4,0.56,0.43,1,4,3,"It works fine overall, though some categories feel repetitive.",-0.2,52.2,Medium,42.1,2024-10-11,2026-04-24
U00491,binge_watcher,18,UK,Standard,22,Mobile,Romance,13.8,3.1,240.0,0.13,0.98,5,7,14,The recommendations are surprisingly accurate.,0.2,96.0,High,14.6,2025-02-16,2026-04-20
U00492,loyal_user,45,Spain,Standard,26,Smart TV,Drama,17.0,6.0,170.0,0.15,0.95,2,4,7,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,7.0,2025-06-21,2026-04-23
U00493,low_engagement,32,France,Standard,13,Laptop,Drama,3.1,2.3,80.9,0.31,0.11,2,0,3,"The experience is average, not bad but not amazing.",0.0,44.9,Medium,37.8,2025-02-20,2026-04-23
U00494,loyal_user,28,UK,Basic,12,Laptop,Romance,13.3,4.8,166.2,0.15,0.85,1,5,10,This is my favorite platform for relaxing in the evening.,0.2,98.4,High,5.8,2026-02-20,2026-04-24
U00495,loyal_user,37,Germany,Basic,7,Smart TV,Drama,14.1,7.0,120.9,0.08,0.93,1,4,9,"Amazing content library, I always find something to watch.",0.2,99.8,High,3.7,2024-10-24,2026-04-24
U00496,casual_viewer,48,UK,Standard,29,Smart TV,Drama,9.9,2.2,240.0,0.19,0.62,0,4,3,"Amazing content library, I always find something to watch.",0.2,81.2,High,13.2,2025-08-21,2026-04-25
U00497,loyal_user,42,Italy,Standard,16,Laptop,Romance,9.2,4.6,120.0,0.04,0.72,2,7,7,The streaming quality is great and I enjoy the interface.,0.4,90.2,High,9.7,2025-02-10,2026-04-23
U00498,low_engagement,33,UK,Standard,32,Smart TV,Drama,1.2,0.5,144.0,0.52,0.59,4,1,5,"The interface is simple, but discovery could be improved.",0.0,43.8,Medium,46.5,2025-08-22,2026-04-21
U00499,casual_viewer,34,Germany,Standard,4,Mobile,Sci-Fi,12.8,1.9,240.0,0.2,0.63,6,0,3,The platform is easy to use and the content is excellent.,0.2,72.5,High,29.8,2024-06-14,2026-04-19
U00500,casual_viewer,39,France,Premium,5,Smart TV,Romance,9.8,3.2,183.8,0.01,0.62,3,2,3,The recommendations are surprisingly accurate.,0.2,77.7,High,17.3,2025-04-21,2026-04-22
U00501,loyal_user,25,UK,Standard,18,Mobile,Drama,14.1,0.5,240.0,0.12,0.89,3,5,7,The recommendations are surprisingly accurate.,0.2,84.0,High,16.4,2024-11-22,2026-04-22
U00502,casual_viewer,27,UK,Premium,30,Mobile,Thriller,9.6,3.5,164.6,0.53,0.42,1,1,6,The recommendations are surprisingly accurate.,0.2,74.8,High,25.2,2026-04-05,2026-04-24
U00503,binge_watcher,30,Germany,Standard,13,Laptop,Documentary,16.2,3.7,240.0,0.16,0.98,1,3,11,"I love the recommendations, they always match my taste.",0.2,97.6,High,6.4,2024-07-14,2026-04-24
U00504,loyal_user,32,Spain,Basic,32,Mobile,Documentary,14.4,4.9,176.3,0.08,0.96,9,5,13,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,19.6,2026-04-09,2026-04-16
U00505,low_engagement,22,France,Basic,36,Tablet,Comedy,2.4,1.1,130.9,0.7,0.39,2,4,2,"The interface is simple, but discovery could be improved.",0.0,43.0,Medium,46.5,2025-08-22,2026-04-23
U00506,binge_watcher,35,France,Premium,5,Smart TV,Romance,19.0,5.1,223.5,0.14,0.7,7,9,8,"Amazing content library, I always find something to watch.",0.2,87.3,High,23.2,2025-05-20,2026-04-18
U00507,loyal_user,28,France,Standard,3,Mobile,Action,14.8,9.7,91.5,0.03,0.87,7,1,6,I really like how personalized the home page feels.,0.2,92.2,High,18.5,2024-10-13,2026-04-18
U00508,loyal_user,22,Italy,Premium,34,Smart TV,Comedy,6.4,4.2,91.4,0.18,0.88,0,7,6,This is my favorite platform for relaxing in the evening.,0.2,87.1,High,10.1,2024-05-13,2026-04-25
U00509,low_engagement,23,Italy,Basic,32,Mobile,Documentary,1.5,1.8,50.0,0.44,0.37,6,0,3,"It works fine overall, though some categories feel repetitive.",-0.2,43.8,Medium,53.9,2026-02-20,2026-04-19
U00510,binge_watcher,39,Germany,Standard,23,Smart TV,Romance,11.7,0.9,240.0,0.1,0.84,5,8,3,"I love the recommendations, they always match my taste.",0.2,83.3,High,20.4,2025-06-29,2026-04-20
U00511,casual_viewer,51,France,Premium,28,Tablet,Action,3.4,4.0,51.0,0.12,0.48,0,4,4,"The experience is average, not bad but not amazing.",0.0,69.7,Medium,17.5,2026-03-14,2026-04-25
U00512,low_engagement,39,Spain,Basic,6,Smart TV,Comedy,4.5,1.8,150.0,0.06,0.42,8,4,3,"Some content is good, some is forgettable.",0.0,49.6,Medium,42.4,2025-03-14,2026-04-17
U00513,binge_watcher,36,UK,Basic,34,Mobile,Thriller,14.3,7.2,119.2,0.16,0.87,2,4,5,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,7.2,2025-08-09,2026-04-23
U00514,casual_viewer,26,Italy,Standard,15,Mobile,Drama,7.6,3.1,147.1,0.29,0.64,3,3,6,The streaming quality is great and I enjoy the interface.,0.4,73.1,High,25.3,2025-04-25,2026-04-22
U00515,low_engagement,23,France,Basic,4,Smart TV,Thriller,3.7,0.6,240.0,0.5,0.49,1,2,6,"The interface is simple, but discovery could be improved.",0.0,42.6,Medium,40.7,2025-07-20,2026-04-24
U00516,binge_watcher,28,Spain,Standard,20,Mobile,Drama,15.4,7.7,120.0,0.17,0.81,1,4,5,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,5.4,2025-03-12,2026-04-24
U00517,low_engagement,33,Germany,Premium,11,Smart TV,Romance,2.0,3.5,34.3,0.53,0.38,3,2,3,"It is fine for casual watching, nothing particularly special.",-0.2,48.6,Medium,47.3,2025-05-13,2026-04-22
U00518,casual_viewer,30,Germany,Premium,17,Laptop,Action,6.1,3.7,98.9,0.33,0.59,1,1,5,This is my favorite platform for relaxing in the evening.,0.2,72.5,High,22.4,2025-04-14,2026-04-24
U00519,loyal_user,35,UK,Basic,27,Mobile,Thriller,10.6,2.9,219.3,0.05,0.98,5,3,10,The streaming quality is great and I enjoy the interface.,0.4,92.8,High,14.6,2026-01-31,2026-04-20
U00520,binge_watcher,37,Germany,Standard,1,Mobile,Romance,13.9,5.4,154.4,0.03,0.91,1,6,8,"Great variety of shows and movies, I use it every day.",0.2,97.0,High,4.1,2025-02-09,2026-04-24
U00521,low_engagement,24,Italy,Basic,17,Smart TV,Sci-Fi,3.8,1.3,175.4,0.48,0.43,0,2,3,"Some content is good, some is forgettable.",0.0,51.8,Medium,33.7,2025-06-29,2026-04-25
U00522,casual_viewer,39,France,Premium,1,Tablet,Comedy,6.5,2.0,195.0,0.28,0.75,5,2,1,"Content is decent, but recommendations could be better.",0.0,60.3,Medium,35.5,2025-05-25,2026-04-20
U00523,binge_watcher,32,Spain,Premium,18,Laptop,Romance,17.7,6.2,171.3,0.06,0.76,0,3,8,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,1.2,2025-01-24,2026-04-25
U00524,low_engagement,29,Germany,Standard,25,Tablet,Sci-Fi,2.7,1.5,108.0,0.52,0.23,3,3,2,"It works fine overall, though some categories feel repetitive.",-0.2,43.3,Medium,49.8,2024-05-19,2026-04-22
U00525,casual_viewer,37,Spain,Premium,5,Smart TV,Documentary,10.4,4.0,156.0,0.25,0.56,6,0,2,This is my favorite platform for relaxing in the evening.,0.2,75.0,High,29.5,2026-03-13,2026-04-19
U00526,low_engagement,42,Spain,Standard,12,Smart TV,Romance,6.7,1.8,223.3,0.64,0.4,1,0,1,"The service is acceptable, but I am not fully engaged.",0.0,54.5,Medium,37.5,2025-02-04,2026-04-24
U00527,casual_viewer,33,France,Basic,25,Smart TV,Comedy,8.2,3.8,129.5,0.28,0.4,9,0,1,"Content is decent, but recommendations could be better.",0.0,69.3,Medium,39.0,2024-06-07,2026-04-16
U00528,loyal_user,25,Germany,Standard,3,Smart TV,Romance,13.2,6.8,116.5,0.12,0.79,0,4,7,I really like how personalized the home page feels.,0.2,94.5,High,5.2,2024-11-16,2026-04-25
U00529,binge_watcher,51,Italy,Standard,17,Mobile,Thriller,15.1,4.1,221.0,0.2,0.86,1,5,9,"I love the recommendations, they always match my taste.",0.2,97.6,High,7.2,2025-11-30,2026-04-24
U00530,casual_viewer,45,UK,Premium,15,Tablet,Thriller,8.7,1.0,240.0,0.2,0.5,1,0,5,"I use it from time to time, but not every week.",0.0,67.0,Medium,22.5,2026-03-21,2026-04-24
U00531,binge_watcher,49,France,Standard,15,Laptop,Action,20.1,4.8,240.0,0.2,0.76,4,4,4,"Very engaging experience, I keep discovering new content.",0.2,94.5,High,14.8,2024-07-04,2026-04-21
U00532,binge_watcher,21,Spain,Premium,9,Smart TV,Comedy,20.9,8.0,156.8,0.21,0.98,7,6,4,Excellent content selection and very smooth viewing experience.,0.4,95.2,High,20.6,2024-09-22,2026-04-18
U00533,low_engagement,31,UK,Basic,3,Smart TV,Drama,2.0,1.6,75.0,0.54,0.37,2,0,3,The content library feels boring and limited.,-0.4,37.4,Low,56.1,2024-05-30,2026-04-23
U00534,casual_viewer,18,Spain,Premium,29,Smart TV,Documentary,6.8,3.2,127.5,0.39,0.61,5,1,3,I really like how personalized the home page feels.,0.2,70.2,High,32.7,2025-01-26,2026-04-20
U00535,casual_viewer,36,France,Basic,22,Smart TV,Thriller,9.5,3.2,178.1,0.27,0.67,1,2,4,"Amazing content library, I always find something to watch.",0.2,83.5,High,15.7,2025-12-06,2026-04-24
U00536,low_engagement,39,Spain,Standard,10,Smart TV,Sci-Fi,2.8,3.1,54.2,0.31,0.11,10,4,6,I skip almost everything and rarely finish anything.,-0.4,39.5,Low,66.5,2025-06-08,2026-04-15
U00537,low_engagement,22,Spain,Basic,10,Mobile,Romance,0.5,1.5,20.0,0.09,0.29,0,3,3,"The experience is average, not bad but not amazing.",0.0,43.1,Medium,30.2,2025-12-30,2026-04-25
U00538,casual_viewer,32,Italy,Standard,3,Laptop,Drama,5.8,2.5,139.2,0.18,0.5,3,1,1,"I use it from time to time, but not every week.",0.0,58.4,Medium,30.4,2024-11-11,2026-04-22
U00539,casual_viewer,27,UK,Basic,25,Laptop,Documentary,6.8,2.9,140.7,0.16,0.53,1,2,1,"Great variety of shows and movies, I use it every day.",0.2,73.7,High,18.3,2025-07-31,2026-04-24
U00540,binge_watcher,39,Spain,Premium,35,Smart TV,Thriller,13.1,6.0,131.0,0.05,0.78,4,7,6,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,9.0,2025-09-18,2026-04-21
U00541,loyal_user,18,Spain,Standard,27,Smart TV,Sci-Fi,20.0,3.9,240.0,0.12,0.9,0,7,6,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,2.4,2025-10-03,2026-04-25
U00542,binge_watcher,28,Italy,Basic,4,Mobile,Drama,17.6,5.0,211.2,0.15,0.97,10,5,12,"Great variety of shows and movies, I use it every day.",0.2,91.0,High,27.5,2025-01-18,2026-04-15
U00543,loyal_user,30,Germany,Basic,23,Mobile,Action,9.6,6.1,94.4,0.01,0.96,4,6,8,"Great variety of shows and movies, I use it every day.",0.2,99.6,High,8.4,2024-05-27,2026-04-21
U00544,casual_viewer,43,Spain,Standard,4,Laptop,Thriller,9.7,5.5,105.8,0.3,0.53,4,3,3,I really like how personalized the home page feels.,0.2,76.8,High,25.6,2024-04-29,2026-04-21
U00545,low_engagement,53,UK,Standard,23,Mobile,Drama,0.5,2.0,15.0,0.37,0.32,1,3,7,"Some content is good, some is forgettable.",0.0,45.9,Medium,36.5,2025-07-02,2026-04-24
U00546,low_engagement,28,Italy,Standard,20,Smart TV,Comedy,4.0,0.5,240.0,0.39,0.58,3,3,7,"It works fine overall, though some categories feel repetitive.",-0.2,53.2,Medium,42.2,2025-04-20,2026-04-22
U00547,low_engagement,28,Italy,Standard,23,Smart TV,Sci-Fi,2.9,3.4,51.2,0.29,0.38,0,1,2,"Content is decent, but recommendations could be better.",0.0,61.0,Medium,25.3,2025-10-02,2026-04-25
U00548,casual_viewer,45,Italy,Standard,21,Tablet,Thriller,4.8,1.0,240.0,0.23,0.43,2,4,1,"The experience is average, not bad but not amazing.",0.0,56.7,Medium,30.2,2024-12-06,2026-04-23
U00549,loyal_user,30,Spain,Premium,12,Smart TV,Drama,13.1,5.9,133.2,0.14,0.9,0,1,7,The recommendations are surprisingly accurate.,0.2,100.0,High,2.8,2024-09-16,2026-04-25
U00550,casual_viewer,42,Germany,Standard,24,Laptop,Comedy,12.1,3.1,234.2,0.31,0.74,2,3,3,The recommendations are surprisingly accurate.,0.2,89.7,High,15.3,2025-12-14,2026-04-23
U00551,casual_viewer,25,France,Premium,22,Tablet,Sci-Fi,5.8,3.1,112.3,0.23,0.66,4,5,2,"Great variety of shows and movies, I use it every day.",0.2,71.8,High,26.7,2025-06-13,2026-04-21
U00552,loyal_user,36,Germany,Basic,10,Mobile,Documentary,17.2,2.7,240.0,0.08,0.95,7,2,10,The recommendations are surprisingly accurate.,0.2,87.8,High,21.7,2025-03-01,2026-04-18
U00553,binge_watcher,39,Germany,Basic,7,Smart TV,Thriller,22.1,6.8,195.0,0.11,0.93,0,9,7,"Amazing content library, I always find something to watch.",0.2,100.0,High,2.2,2026-02-09,2026-04-25
U00554,casual_viewer,20,Spain,Standard,29,Laptop,Action,7.3,1.1,240.0,0.4,0.51,1,1,2,"Content is decent, but recommendations could be better.",0.0,63.6,Medium,28.2,2025-01-20,2026-04-24
U00555,casual_viewer,27,UK,Premium,32,Laptop,Documentary,5.3,4.0,79.5,0.21,0.83,0,3,3,I really like how personalized the home page feels.,0.2,81.8,High,13.3,2025-12-15,2026-04-25
U00556,low_engagement,30,UK,Standard,33,Laptop,Thriller,0.5,1.9,15.8,0.4,0.34,0,0,5,"The service is acceptable, but I am not fully engaged.",0.0,46.4,Medium,34.8,2025-10-21,2026-04-25
U00557,casual_viewer,36,Italy,Basic,9,Smart TV,Thriller,8.2,2.9,169.7,0.25,0.78,1,2,1,Excellent content selection and very smooth viewing experience.,0.4,76.5,High,18.8,2024-11-27,2026-04-24
U00558,casual_viewer,55,France,Standard,35,Smart TV,Thriller,3.4,3.4,60.0,0.27,0.6,5,2,5,"Content is decent, but recommendations could be better.",0.0,64.0,Medium,33.4,2024-11-11,2026-04-20
U00559,casual_viewer,24,Spain,Basic,7,Mobile,Action,9.8,2.8,210.0,0.29,0.77,2,4,2,The platform is easy to use and the content is excellent.,0.2,77.5,High,21.1,2025-11-11,2026-04-23
U00560,casual_viewer,26,Italy,Standard,34,Mobile,Comedy,2.7,4.0,40.5,0.29,0.58,7,1,3,"The interface is simple, but discovery could be improved.",0.0,62.3,Medium,38.6,2024-11-10,2026-04-18
U00561,casual_viewer,22,France,Premium,8,Mobile,Comedy,6.5,2.6,150.0,0.19,0.56,0,2,0,"There are enough shows, but I skip many before finding something.",-0.2,66.8,Medium,25.4,2025-10-06,2026-04-25
U00562,binge_watcher,18,UK,Standard,33,Mobile,Romance,20.3,8.5,143.3,0.01,0.78,0,4,13,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,0.2,2025-12-18,2026-04-25
U00563,loyal_user,33,Spain,Basic,26,Mobile,Romance,18.8,5.0,225.6,0.13,0.92,14,11,4,"Amazing content library, I always find something to watch.",0.2,96.0,High,29.6,2024-10-26,2026-04-11
U00564,casual_viewer,23,UK,Basic,17,Tablet,Drama,0.7,2.8,15.0,0.26,0.52,1,2,5,"It works fine overall, though some categories feel repetitive.",-0.2,54.8,Medium,34.8,2024-08-27,2026-04-24
U00565,loyal_user,45,Italy,Basic,21,Mobile,Sci-Fi,16.7,7.8,128.5,0.11,0.75,3,7,5,The platform is easy to use and the content is excellent.,0.2,99.7,High,8.3,2024-06-20,2026-04-22
U00566,loyal_user,42,UK,Standard,14,Tablet,Sci-Fi,16.5,8.0,123.8,0.05,0.98,2,6,3,I really like how personalized the home page feels.,0.2,100.0,High,5.0,2024-09-25,2026-04-23
U00567,loyal_user,33,France,Standard,18,Mobile,Drama,18.0,6.1,177.0,0.1,0.83,1,7,7,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,4.0,2026-03-10,2026-04-24
U00568,loyal_user,23,UK,Premium,21,Laptop,Romance,15.0,2.9,240.0,0.13,0.83,6,7,6,The streaming quality is great and I enjoy the interface.,0.4,90.6,High,19.3,2024-06-28,2026-04-19
U00569,casual_viewer,29,UK,Standard,28,Smart TV,Action,8.1,3.3,147.3,0.1,0.62,2,4,2,Excellent content selection and very smooth viewing experience.,0.4,80.9,High,15.5,2024-08-01,2026-04-23
U00570,casual_viewer,40,France,Basic,27,Laptop,Romance,6.6,2.4,165.0,0.11,0.52,9,1,5,"I use it from time to time, but not every week.",0.0,65.2,Medium,37.6,2024-07-22,2026-04-16
U00571,casual_viewer,30,Spain,Standard,20,Mobile,Sci-Fi,11.8,3.4,208.2,0.44,0.55,1,2,3,The streaming quality is great and I enjoy the interface.,0.4,84.5,High,18.6,2024-12-17,2026-04-24
U00572,casual_viewer,37,Germany,Standard,19,Mobile,Action,9.5,3.3,172.7,0.27,0.51,6,3,5,The streaming quality is great and I enjoy the interface.,0.4,75.4,High,29.7,2025-01-16,2026-04-19
U00573,low_engagement,35,France,Premium,36,Mobile,Drama,5.0,1.5,200.0,0.54,0.23,1,3,1,"It works fine overall, though some categories feel repetitive.",-0.2,50.3,Medium,42.7,2025-01-30,2026-04-24
U00574,casual_viewer,28,Germany,Premium,20,Smart TV,Documentary,7.9,3.4,139.4,0.17,0.56,1,2,4,This is my favorite platform for relaxing in the evening.,0.2,79.0,High,15.9,2025-09-29,2026-04-24
U00575,binge_watcher,55,UK,Basic,25,Mobile,Comedy,23.3,4.8,240.0,0.08,0.86,3,3,5,The platform is easy to use and the content is excellent.,0.2,100.0,High,7.6,2025-06-09,2026-04-22
U00576,casual_viewer,42,Spain,Standard,5,Laptop,Thriller,7.6,1.0,240.0,0.19,0.65,3,4,3,"The interface is simple, but discovery could be improved.",0.0,61.5,Medium,29.1,2025-03-13,2026-04-22
U00577,low_engagement,18,Spain,Premium,24,Mobile,Action,2.6,0.5,240.0,0.33,0.24,17,1,6,I am losing interest because the recommendations are poor.,-0.4,34.5,Low,74.3,2024-09-27,2026-04-08
U00578,loyal_user,20,Spain,Premium,21,Laptop,Drama,9.2,5.9,93.6,0.13,0.79,0,5,5,"Very engaging experience, I keep discovering new content.",0.2,95.8,High,4.7,2025-01-03,2026-04-25
U00579,binge_watcher,43,Spain,Standard,8,Smart TV,Drama,19.8,7.6,156.3,0.01,0.92,3,9,8,This is my favorite platform for relaxing in the evening.,0.2,99.4,High,6.5,2025-08-15,2026-04-22
U00580,binge_watcher,19,France,Standard,9,Mobile,Action,23.4,5.3,240.0,0.22,0.92,3,4,10,"I love the recommendations, they always match my taste.",0.2,96.8,High,12.0,2025-07-02,2026-04-22
U00581,casual_viewer,31,UK,Standard,30,Smart TV,Documentary,6.0,2.1,171.4,0.15,0.65,0,1,5,Excellent content selection and very smooth viewing experience.,0.4,72.4,High,16.8,2025-08-14,2026-04-25
U00582,binge_watcher,40,Italy,Standard,9,Laptop,Thriller,16.9,5.1,198.8,0.17,0.63,1,2,7,I really like how personalized the home page feels.,0.2,91.9,High,9.4,2024-09-11,2026-04-24
U00583,binge_watcher,39,Spain,Standard,26,Mobile,Romance,15.9,3.6,240.0,0.09,0.78,1,2,11,"Very engaging experience, I keep discovering new content.",0.2,96.8,High,5.4,2025-11-13,2026-04-24
U00584,binge_watcher,18,UK,Basic,4,Smart TV,Documentary,24.0,4.5,240.0,0.19,0.74,5,5,12,This is my favorite platform for relaxing in the evening.,0.2,86.7,High,20.4,2024-12-01,2026-04-20
U00585,loyal_user,42,Germany,Basic,10,Smart TV,Comedy,10.7,6.2,103.5,0.07,0.87,0,5,7,"I love the recommendations, they always match my taste.",0.2,97.5,High,2.7,2026-01-23,2026-04-25
U00586,binge_watcher,50,UK,Basic,3,Smart TV,Documentary,16.5,5.2,190.4,0.04,0.75,1,8,6,This is my favorite platform for relaxing in the evening.,0.2,93.9,High,5.8,2025-08-22,2026-04-24
U00587,casual_viewer,38,UK,Basic,35,Mobile,Action,8.3,3.2,155.6,0.2,0.57,8,1,2,I really like how personalized the home page feels.,0.2,73.4,High,33.3,2026-03-07,2026-04-17
U00588,low_engagement,44,Spain,Premium,12,Smart TV,Drama,1.3,0.5,156.0,0.5,0.32,3,3,3,The interface does not help me discover good content.,0.0,34.4,Low,48.8,2024-08-22,2026-04-22
U00589,binge_watcher,49,Germany,Basic,14,Smart TV,Thriller,13.5,9.6,84.4,0.07,0.86,0,5,9,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,1.4,2024-10-23,2026-04-25
U00590,casual_viewer,34,France,Premium,23,Smart TV,Drama,6.2,2.9,128.3,0.3,0.29,0,1,4,"It is fine for casual watching, nothing particularly special.",-0.2,64.8,Medium,28.6,2025-12-09,2026-04-25
U00591,casual_viewer,29,Spain,Basic,31,Tablet,Comedy,3.7,4.5,49.3,0.04,0.7,12,2,6,"It is fine for casual watching, nothing particularly special.",-0.2,69.5,Medium,45.0,2025-04-16,2026-04-13
U00592,casual_viewer,23,Germany,Standard,7,Laptop,Drama,7.2,4.1,105.4,0.14,0.55,6,2,4,The platform is okay but sometimes I do not know what to watch.,0.0,69.8,Medium,29.9,2024-09-19,2026-04-19
U00593,low_engagement,51,Italy,Standard,27,Mobile,Sci-Fi,4.8,1.2,240.0,0.58,0.68,4,1,4,"The interface is simple, but discovery could be improved.",0.0,56.9,Medium,41.1,2024-10-06,2026-04-21
U00594,binge_watcher,23,France,Standard,24,Tablet,Comedy,7.8,8.8,53.2,0.11,0.98,2,5,11,Excellent content selection and very smooth viewing experience.,0.4,95.8,High,8.3,2024-11-25,2026-04-23
U00595,low_engagement,39,UK,Basic,6,Laptop,Documentary,0.5,2.6,11.5,0.45,0.33,11,2,6,Too many irrelevant suggestions and not enough variety.,-0.2,32.3,Low,69.8,2024-07-26,2026-04-14
U00596,low_engagement,19,UK,Standard,8,Smart TV,Romance,1.0,0.5,120.0,0.33,0.51,1,1,2,"Content is decent, but recommendations could be better.",0.0,40.5,Medium,38.4,2025-12-15,2026-04-24
U00597,loyal_user,50,Germany,Standard,23,Mobile,Drama,11.4,4.0,171.0,0.13,0.98,3,7,5,I really like how personalized the home page feels.,0.2,99.6,High,8.8,2025-05-13,2026-04-22
U00598,loyal_user,28,Spain,Standard,2,Laptop,Sci-Fi,13.9,4.6,181.3,0.06,0.88,0,5,4,The platform is easy to use and the content is excellent.,0.2,95.5,High,3.5,2025-10-04,2026-04-25
U00599,low_engagement,30,UK,Premium,15,Laptop,Sci-Fi,2.2,2.0,66.0,0.39,0.31,1,3,5,"It is fine for casual watching, nothing particularly special.",-0.2,47.1,Medium,41.2,2024-11-29,2026-04-24
U00600,casual_viewer,33,France,Basic,23,Laptop,Drama,4.4,1.9,138.9,0.14,0.4,0,0,5,The platform is okay but sometimes I do not know what to watch.,0.0,61.5,Medium,22.1,2025-12-06,2026-04-25
U00601,low_engagement,52,Spain,Premium,15,Laptop,Romance,1.1,1.2,55.0,0.49,0.24,10,2,3,The interface does not help me discover good content.,0.0,30.7,Low,64.5,2024-11-10,2026-04-15
U00602,casual_viewer,38,Italy,Standard,13,Mobile,Documentary,10.7,1.3,240.0,0.36,0.87,9,3,7,"Amazing content library, I always find something to watch.",0.2,72.6,High,38.9,2024-11-14,2026-04-16
U00603,binge_watcher,36,Spain,Standard,6,Smart TV,Action,17.7,3.5,240.0,0.09,0.71,0,4,10,"Amazing content library, I always find something to watch.",0.2,88.4,High,7.6,2025-06-03,2026-04-25
U00604,binge_watcher,29,Germany,Standard,24,Mobile,Action,26.8,5.7,240.0,0.03,0.85,4,7,8,"Amazing content library, I always find something to watch.",0.2,100.0,High,8.6,2025-06-23,2026-04-21
U00605,low_engagement,31,Spain,Standard,13,Laptop,Sci-Fi,0.5,0.7,42.9,0.23,0.39,3,3,0,I am losing interest because the recommendations are poor.,-0.4,39.5,Low,50.9,2024-11-20,2026-04-22
U00606,casual_viewer,34,Germany,Basic,6,Mobile,Sci-Fi,7.4,1.9,233.7,0.36,0.89,0,1,2,"Amazing content library, I always find something to watch.",0.2,71.0,High,21.7,2025-06-23,2026-04-25
U00607,low_engagement,44,France,Standard,29,Smart TV,Documentary,2.3,2.4,57.5,0.57,0.13,2,0,0,"The interface is simple, but discovery could be improved.",0.0,43.5,Medium,43.6,2025-05-21,2026-04-23
U00608,binge_watcher,27,France,Basic,29,Smart TV,Romance,17.4,4.6,227.0,0.13,0.82,2,4,7,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,6.6,2024-09-05,2026-04-23
U00609,casual_viewer,40,France,Basic,14,Smart TV,Comedy,3.4,3.4,60.0,0.34,0.57,10,0,4,"The service is acceptable, but I am not fully engaged.",0.0,55.2,Medium,49.2,2024-12-26,2026-04-15
U00610,casual_viewer,29,UK,Premium,10,Laptop,Comedy,8.6,1.3,240.0,0.17,0.49,7,1,3,"The service is acceptable, but I am not fully engaged.",0.0,60.8,Medium,37.0,2025-09-04,2026-04-18
U00611,casual_viewer,34,France,Standard,17,Smart TV,Romance,9.2,1.3,240.0,0.15,0.86,0,2,5,"Amazing content library, I always find something to watch.",0.2,81.0,High,12.5,2024-12-20,2026-04-25
U00612,loyal_user,24,UK,Basic,19,Mobile,Action,11.9,4.0,178.5,0.05,0.81,4,6,9,"Amazing content library, I always find something to watch.",0.2,96.5,High,10.8,2025-04-01,2026-04-21
U00613,low_engagement,34,Italy,Premium,1,Smart TV,Action,2.2,1.7,77.6,0.21,0.4,0,1,3,The platform is okay but sometimes I do not know what to watch.,0.0,44.7,Medium,31.8,2024-09-16,2026-04-25
U00614,casual_viewer,24,France,Basic,4,Smart TV,Romance,9.3,3.1,180.0,0.25,0.71,1,1,2,"Very engaging experience, I keep discovering new content.",0.2,75.9,High,19.0,2026-04-06,2026-04-24
U00615,binge_watcher,52,Spain,Standard,11,Laptop,Documentary,21.3,2.9,240.0,0.27,0.78,2,4,9,Excellent content selection and very smooth viewing experience.,0.4,86.0,High,16.4,2025-11-21,2026-04-23
U00616,casual_viewer,35,Italy,Standard,3,Smart TV,Documentary,1.6,3.5,27.4,0.2,0.48,4,3,2,"It is fine for casual watching, nothing particularly special.",-0.2,50.3,Medium,41.9,2024-11-28,2026-04-21
U00617,low_engagement,18,UK,Standard,2,Mobile,Thriller,1.9,2.8,40.7,0.57,0.53,6,2,4,"I use it from time to time, but not every week.",0.0,41.8,Medium,52.5,2026-02-21,2026-04-19
U00618,casual_viewer,57,Italy,Standard,17,Mobile,Romance,9.7,1.4,240.0,0.3,0.48,0,0,3,The recommendations are surprisingly accurate.,0.2,70.8,High,20.6,2025-09-25,2026-04-25
U00619,binge_watcher,29,Spain,Standard,34,Smart TV,Sci-Fi,6.9,7.7,53.8,0.14,0.86,0,2,14,This is my favorite platform for relaxing in the evening.,0.2,91.7,High,6.9,2024-11-03,2026-04-25
U00620,casual_viewer,30,Spain,Basic,13,Laptop,Documentary,5.3,1.4,227.1,0.2,0.47,2,2,3,"It works fine overall, though some categories feel repetitive.",-0.2,57.5,Medium,34.2,2025-01-10,2026-04-23
U00621,low_engagement,48,Spain,Standard,32,Laptop,Sci-Fi,2.6,3.9,40.0,0.43,0.41,3,2,0,"Some content is good, some is forgettable.",0.0,58.5,Medium,35.4,2025-04-28,2026-04-22
U00622,binge_watcher,30,Spain,Standard,24,Tablet,Romance,22.6,11.0,123.3,0.09,0.88,2,4,6,"Amazing content library, I always find something to watch.",0.2,100.0,High,5.8,2024-12-16,2026-04-23
U00623,low_engagement,34,Italy,Basic,19,Laptop,Action,3.5,1.1,190.9,0.22,0.35,1,2,2,"There are enough shows, but I skip many before finding something.",-0.2,52.3,Medium,35.2,2024-10-01,2026-04-24
U00624,low_engagement,36,Italy,Basic,4,Smart TV,Comedy,4.5,3.5,77.1,0.53,0.41,4,1,2,"There are enough shows, but I skip many before finding something.",-0.2,51.3,Medium,48.0,2025-07-04,2026-04-21
U00625,binge_watcher,35,Italy,Standard,36,Mobile,Romance,20.1,5.7,211.6,0.09,0.82,0,6,6,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,1.8,2025-06-05,2026-04-25
U00626,binge_watcher,35,Spain,Premium,2,Laptop,Documentary,20.6,1.8,240.0,0.08,0.88,6,3,7,The recommendations are surprisingly accurate.,0.2,79.2,High,24.0,2025-07-19,2026-04-19
U00627,casual_viewer,34,France,Premium,23,Laptop,Comedy,9.2,4.0,138.0,0.42,0.82,8,3,3,"Amazing content library, I always find something to watch.",0.2,81.8,High,33.5,2024-06-02,2026-04-17
U00628,loyal_user,21,Germany,Premium,31,Laptop,Sci-Fi,13.5,7.1,114.1,0.17,0.71,1,3,4,Excellent content selection and very smooth viewing experience.,0.4,99.4,High,5.7,2025-05-07,2026-04-24
U00629,low_engagement,43,Italy,Basic,21,Smart TV,Thriller,3.3,0.5,240.0,0.35,0.42,8,3,3,"There are enough shows, but I skip many before finding something.",-0.2,44.1,Medium,56.0,2026-03-13,2026-04-17
U00630,loyal_user,44,France,Premium,16,Smart TV,Comedy,22.6,3.1,240.0,0.11,0.98,2,9,4,I really like how personalized the home page feels.,0.2,96.7,High,7.8,2025-01-28,2026-04-23
U00631,casual_viewer,26,Spain,Basic,4,Mobile,Romance,9.4,2.7,208.9,0.44,0.6,1,2,0,"I use it from time to time, but not every week.",0.0,68.9,Medium,26.3,2025-09-18,2026-04-24
U00632,binge_watcher,44,UK,Basic,26,Laptop,Action,22.3,5.4,240.0,0.01,0.77,11,9,4,The streaming quality is great and I enjoy the interface.,0.4,95.3,High,24.6,2024-09-27,2026-04-14
U00633,loyal_user,43,Spain,Basic,6,Mobile,Romance,17.5,3.0,240.0,0.1,0.75,15,4,6,The platform is easy to use and the content is excellent.,0.2,77.2,High,38.4,2026-01-04,2026-04-10
U00634,low_engagement,37,UK,Basic,36,Mobile,Sci-Fi,0.5,1.8,16.7,0.56,0.24,3,0,3,I open the app but leave quickly because nothing attracts me.,-0.2,38.6,Low,52.9,2025-08-20,2026-04-22
U00635,binge_watcher,22,UK,Standard,34,Mobile,Drama,16.7,6.5,154.2,0.22,0.86,4,4,7,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,12.4,2024-07-11,2026-04-21
U00636,casual_viewer,35,France,Premium,34,Laptop,Action,4.4,3.0,88.0,0.4,0.68,0,6,4,"Content is decent, but recommendations could be better.",0.0,69.0,Medium,23.5,2025-02-26,2026-04-25
U00637,casual_viewer,41,Germany,Basic,27,Mobile,Comedy,4.1,3.9,63.1,0.36,0.52,3,8,3,"Content is decent, but recommendations could be better.",0.0,66.1,Medium,30.2,2024-05-28,2026-04-22
U00638,casual_viewer,25,Italy,Basic,8,Mobile,Thriller,6.8,3.9,104.6,0.36,0.59,1,1,4,"I love the recommendations, they always match my taste.",0.2,70.2,High,24.1,2024-10-09,2026-04-24
U00639,loyal_user,22,Germany,Basic,35,Mobile,Action,14.5,4.9,177.6,0.07,0.8,4,8,7,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,9.4,2024-12-23,2026-04-21
U00640,binge_watcher,31,Italy,Standard,21,Laptop,Romance,12.4,6.7,111.0,0.07,0.73,2,8,7,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,5.4,2025-06-01,2026-04-23
U00641,binge_watcher,27,France,Premium,6,Mobile,Comedy,9.9,4.5,132.0,0.14,0.85,4,1,11,"Great variety of shows and movies, I use it every day.",0.2,86.7,High,17.4,2024-06-27,2026-04-21
U00642,loyal_user,32,Italy,Standard,26,Laptop,Sci-Fi,16.8,4.6,219.1,0.13,0.85,0,9,4,The recommendations are surprisingly accurate.,0.2,100.0,High,2.6,2026-03-18,2026-04-25
U00643,binge_watcher,41,Germany,Premium,2,Smart TV,Action,16.6,6.1,163.3,0.13,0.88,5,4,12,The platform is easy to use and the content is excellent.,0.2,92.0,High,16.6,2026-03-19,2026-04-20
U00644,binge_watcher,24,Germany,Standard,23,Smart TV,Thriller,24.1,4.8,240.0,0.12,0.86,2,4,9,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,6.4,2025-10-17,2026-04-23
U00645,casual_viewer,52,Spain,Basic,7,Laptop,Romance,8.5,3.2,159.4,0.18,0.56,7,3,2,The platform is okay but sometimes I do not know what to watch.,0.0,68.2,Medium,33.5,2026-04-16,2026-04-18
U00646,low_engagement,22,UK,Standard,14,Laptop,Comedy,4.7,2.1,134.3,0.58,0.54,1,0,6,"The service is acceptable, but I am not fully engaged.",0.0,56.2,Medium,35.5,2026-01-06,2026-04-24
U00647,casual_viewer,21,Spain,Standard,30,Smart TV,Comedy,7.2,4.3,100.5,0.22,0.58,3,2,2,This is my favorite platform for relaxing in the evening.,0.2,79.0,High,20.9,2024-07-08,2026-04-22
U00648,binge_watcher,38,UK,Standard,3,Mobile,Sci-Fi,15.0,5.5,163.6,0.23,0.72,3,9,10,This is my favorite platform for relaxing in the evening.,0.2,88.6,High,16.3,2025-12-09,2026-04-22
U00649,low_engagement,40,UK,Standard,1,Mobile,Thriller,0.5,0.9,33.3,0.37,0.62,1,0,6,The interface does not help me discover good content.,0.0,39.5,Low,39.6,2025-07-20,2026-04-24
U00650,casual_viewer,31,France,Premium,28,Smart TV,Action,1.8,1.8,60.0,0.22,0.66,1,1,2,"The interface is simple, but discovery could be improved.",0.0,59.1,Medium,26.9,2025-11-10,2026-04-24
U00651,casual_viewer,33,Germany,Standard,2,Smart TV,Romance,4.7,3.9,72.3,0.01,0.59,0,3,2,"There are enough shows, but I skip many before finding something.",-0.2,68.0,Medium,21.2,2025-10-17,2026-04-25
U00652,casual_viewer,18,Spain,Basic,24,Mobile,Drama,1.2,3.9,18.5,0.28,0.84,2,3,1,"There are enough shows, but I skip many before finding something.",-0.2,68.8,Medium,30.2,2024-09-21,2026-04-23
U00653,low_engagement,39,Italy,Premium,9,Smart TV,Romance,1.7,1.8,56.7,0.59,0.33,2,2,2,The content library feels boring and limited.,-0.4,38.8,Low,56.4,2024-08-08,2026-04-23
U00654,binge_watcher,35,Germany,Standard,26,Laptop,Thriller,16.2,7.5,129.6,0.07,0.84,1,4,9,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,3.4,2024-11-14,2026-04-24
U00655,binge_watcher,38,France,Basic,15,Laptop,Comedy,26.4,6.5,240.0,0.04,0.69,1,4,17,Excellent content selection and very smooth viewing experience.,0.4,98.4,High,3.6,2024-06-09,2026-04-24
U00656,casual_viewer,26,Italy,Standard,9,Tablet,Drama,7.2,1.2,240.0,0.3,0.56,8,3,0,"It works fine overall, though some categories feel repetitive.",-0.2,55.4,Medium,49.3,2024-12-23,2026-04-17
U00657,low_engagement,46,Italy,Standard,12,Laptop,Comedy,2.8,1.7,98.8,0.44,0.57,2,2,3,The platform is okay but sometimes I do not know what to watch.,0.0,50.8,Medium,37.4,2025-08-01,2026-04-23
U00658,casual_viewer,31,Italy,Standard,7,Mobile,Documentary,10.2,4.1,149.3,0.57,0.68,5,1,1,This is my favorite platform for relaxing in the evening.,0.2,74.8,High,34.0,2025-07-26,2026-04-20
U00659,binge_watcher,18,Spain,Standard,13,Smart TV,Comedy,20.8,4.6,240.0,0.17,0.89,6,0,6,"Amazing content library, I always find something to watch.",0.2,94.8,High,18.0,2024-09-16,2026-04-19
U00660,low_engagement,41,Spain,Basic,10,Mobile,Drama,3.7,2.2,100.9,0.49,0.57,2,1,3,"The interface is simple, but discovery could be improved.",0.0,53.3,Medium,37.2,2024-05-16,2026-04-23
U00661,casual_viewer,44,France,Premium,30,Laptop,Action,5.8,2.8,124.3,0.34,0.45,0,1,1,"Content is decent, but recommendations could be better.",0.0,66.8,Medium,23.4,2025-01-04,2026-04-25
U00662,casual_viewer,24,Italy,Premium,33,Smart TV,Comedy,7.0,2.4,175.0,0.35,0.76,3,5,1,Excellent content selection and very smooth viewing experience.,0.4,73.5,High,26.2,2024-05-23,2026-04-22
U00663,loyal_user,30,Spain,Basic,19,Smart TV,Sci-Fi,13.8,6.8,121.8,0.12,0.87,18,12,10,"Great variety of shows and movies, I use it every day.",0.2,94.5,High,30.1,2024-07-10,2026-04-07
U00664,loyal_user,26,Spain,Basic,25,Smart TV,Comedy,14.8,5.1,174.1,0.14,0.78,1,5,7,"Amazing content library, I always find something to watch.",0.2,100.0,High,4.8,2025-09-11,2026-04-24
U00665,casual_viewer,42,Italy,Basic,25,Laptop,Action,13.2,5.0,158.4,0.29,0.59,5,1,1,This is my favorite platform for relaxing in the evening.,0.2,91.4,High,20.1,2025-11-20,2026-04-20
U00666,loyal_user,25,UK,Premium,14,Mobile,Documentary,13.1,6.3,124.8,0.08,0.98,4,4,11,I really like how personalized the home page feels.,0.2,100.0,High,9.6,2025-02-24,2026-04-21
U00667,binge_watcher,26,UK,Basic,18,Smart TV,Romance,21.9,7.2,182.5,0.1,0.68,8,7,3,This is my favorite platform for relaxing in the evening.,0.2,93.1,High,21.5,2024-10-22,2026-04-17
U00668,casual_viewer,38,Italy,Basic,33,Smart TV,Thriller,6.2,2.6,143.1,0.2,0.49,1,2,6,"The experience is average, not bad but not amazing.",0.0,69.3,Medium,21.4,2024-05-29,2026-04-24
U00669,binge_watcher,43,UK,Basic,2,Smart TV,Thriller,15.7,5.2,181.2,0.15,0.73,1,7,10,"Great variety of shows and movies, I use it every day.",0.2,91.2,High,9.4,2024-11-03,2026-04-24
U00670,casual_viewer,45,UK,Premium,36,Tablet,Documentary,11.0,5.0,132.0,0.12,0.75,0,3,3,I really like how personalized the home page feels.,0.2,99.5,High,2.6,2026-02-05,2026-04-25
U00671,low_engagement,32,France,Basic,34,Smart TV,Sci-Fi,5.5,2.8,117.9,0.28,0.31,1,4,1,The platform is okay but sometimes I do not know what to watch.,0.0,62.7,Medium,26.2,2024-10-12,2026-04-24
U00672,binge_watcher,18,Italy,Basic,22,Mobile,Sci-Fi,17.8,4.8,222.5,0.22,0.78,1,6,9,"Amazing content library, I always find something to watch.",0.2,99.6,High,6.6,2024-10-23,2026-04-24
U00673,casual_viewer,39,Italy,Premium,7,Laptop,Action,10.8,2.2,240.0,0.4,0.68,4,2,4,I really like how personalized the home page feels.,0.2,72.1,High,30.0,2024-11-09,2026-04-21
U00674,casual_viewer,43,France,Premium,33,Smart TV,Documentary,7.4,2.6,170.8,0.15,0.55,4,2,3,"Very engaging experience, I keep discovering new content.",0.2,72.2,High,24.9,2024-09-05,2026-04-21
U00675,low_engagement,42,France,Basic,8,Mobile,Documentary,2.4,1.4,102.9,0.72,0.22,1,1,3,I am losing interest because the recommendations are poor.,-0.4,34.5,Low,59.1,2025-01-24,2026-04-24
U00676,binge_watcher,51,France,Standard,26,Smart TV,Thriller,17.6,2.5,240.0,0.04,0.79,0,6,6,This is my favorite platform for relaxing in the evening.,0.2,94.2,High,3.7,2025-12-11,2026-04-25
U00677,low_engagement,32,Germany,Standard,22,Smart TV,Sci-Fi,3.8,2.6,87.7,0.39,0.46,4,1,2,"I use it from time to time, but not every week.",0.0,57.3,Medium,37.2,2024-09-25,2026-04-21
U00678,low_engagement,28,UK,Premium,14,Mobile,Drama,0.5,0.5,60.0,0.29,0.62,1,5,3,"I use it from time to time, but not every week.",0.0,45.6,Medium,35.0,2024-06-06,2026-04-24
U00679,loyal_user,47,Spain,Premium,8,Tablet,Thriller,7.7,5.5,84.0,0.16,0.94,10,5,9,"I love the recommendations, they always match my taste.",0.2,81.3,High,32.6,2025-03-16,2026-04-15
U00680,casual_viewer,34,France,Standard,9,Mobile,Comedy,7.4,1.6,240.0,0.01,0.8,5,3,2,"Very engaging experience, I keep discovering new content.",0.2,70.2,High,25.1,2024-09-10,2026-04-20
U00681,casual_viewer,37,France,Premium,2,Tablet,Drama,6.9,2.9,142.8,0.36,0.77,5,1,8,"It is fine for casual watching, nothing particularly special.",-0.2,64.7,Medium,39.8,2025-05-08,2026-04-20
U00682,casual_viewer,34,France,Basic,9,Laptop,Romance,11.1,1.6,240.0,0.14,0.7,7,1,5,The recommendations are surprisingly accurate.,0.2,73.5,High,30.1,2026-02-23,2026-04-18
U00683,binge_watcher,39,Germany,Standard,16,Mobile,Drama,22.9,4.7,240.0,0.14,0.79,5,7,14,"I love the recommendations, they always match my taste.",0.2,95.5,High,15.1,2025-07-06,2026-04-20
U00684,low_engagement,39,Italy,Basic,33,Tablet,Documentary,1.8,2.7,40.0,0.45,0.4,2,3,6,"It works fine overall, though some categories feel repetitive.",-0.2,51.9,Medium,42.0,2024-07-08,2026-04-23
U00685,casual_viewer,25,Germany,Basic,19,Smart TV,Romance,12.2,1.3,240.0,0.27,0.68,2,0,3,I really like how personalized the home page feels.,0.2,81.1,High,18.9,2025-03-30,2026-04-23
U00686,binge_watcher,29,Germany,Premium,26,Smart TV,Documentary,14.1,5.8,145.9,0.1,0.98,0,2,3,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,2.0,2026-02-02,2026-04-25
U00687,binge_watcher,40,UK,Basic,34,Mobile,Romance,13.5,6.8,119.1,0.01,0.86,0,7,7,The platform is easy to use and the content is excellent.,0.2,100.0,High,0.2,2024-06-25,2026-04-25
U00688,casual_viewer,18,Spain,Basic,11,Mobile,Thriller,7.0,1.9,221.1,0.06,0.71,0,5,1,"Great variety of shows and movies, I use it every day.",0.2,72.5,High,14.9,2025-10-25,2026-04-25
U00689,casual_viewer,33,Germany,Basic,13,Laptop,Sci-Fi,5.2,2.5,124.8,0.24,0.84,2,2,4,The recommendations are surprisingly accurate.,0.2,70.3,High,23.7,2025-12-16,2026-04-23
U00690,loyal_user,26,Italy,Standard,6,Mobile,Romance,6.5,3.5,111.4,0.19,0.76,30,3,11,The platform is okay but sometimes I do not know what to watch.,0.0,64.4,Medium,46.6,2026-04-02,2026-03-26
U00691,low_engagement,35,Germany,Standard,33,Laptop,Comedy,4.3,2.9,89.0,0.37,0.22,0,2,2,"Some content is good, some is forgettable.",0.0,57.3,Medium,28.8,2025-02-15,2026-04-25
U00692,binge_watcher,38,Germany,Basic,19,Mobile,Sci-Fi,19.4,6.2,187.7,0.16,0.96,18,2,10,"Very engaging experience, I keep discovering new content.",0.2,96.1,High,30.2,2025-08-15,2026-04-07
U00693,casual_viewer,32,Spain,Standard,11,Mobile,Documentary,9.3,4.2,132.9,0.29,0.55,8,2,3,The platform is easy to use and the content is excellent.,0.2,73.5,High,35.0,2025-07-17,2026-04-17
U00694,binge_watcher,18,France,Standard,6,Tablet,Action,19.7,6.9,171.3,0.24,0.8,0,3,3,"I love the recommendations, they always match my taste.",0.2,94.4,High,7.6,2024-06-18,2026-04-25
U00695,low_engagement,30,UK,Basic,10,Smart TV,Documentary,3.2,0.9,213.3,0.45,0.29,1,2,1,The platform is okay but sometimes I do not know what to watch.,0.0,41.3,Medium,40.4,2025-08-22,2026-04-24
U00696,binge_watcher,31,France,Premium,18,Mobile,Action,27.8,8.6,194.0,0.07,0.8,4,6,8,"Great variety of shows and movies, I use it every day.",0.2,99.8,High,9.5,2024-08-25,2026-04-21
U00697,casual_viewer,18,Germany,Basic,29,Smart TV,Drama,6.3,3.5,108.0,0.35,0.79,0,2,4,"Amazing content library, I always find something to watch.",0.2,79.2,High,17.4,2024-06-06,2026-04-25
U00698,casual_viewer,53,France,Premium,8,Laptop,Romance,11.2,1.7,240.0,0.15,0.82,1,2,2,"Very engaging experience, I keep discovering new content.",0.2,81.2,High,14.4,2026-03-11,2026-04-24
U00699,low_engagement,32,Germany,Basic,6,Mobile,Documentary,1.9,3.2,35.6,0.62,0.59,2,2,5,"The experience is average, not bad but not amazing.",0.0,49.4,Medium,41.7,2024-10-20,2026-04-23
U00700,casual_viewer,26,France,Premium,19,Tablet,Action,11.2,3.4,197.6,0.17,0.75,12,2,1,The platform is easy to use and the content is excellent.,0.2,82.7,High,36.0,2024-11-26,2026-04-13
U00701,binge_watcher,31,Italy,Basic,2,Laptop,Comedy,18.0,7.5,144.0,0.19,0.63,6,6,3,"Amazing content library, I always find something to watch.",0.2,84.1,High,23.8,2025-06-03,2026-04-19
U00702,low_engagement,40,UK,Premium,25,Mobile,Sci-Fi,5.3,1.6,198.7,0.46,0.28,3,1,6,"The interface is simple, but discovery could be improved.",0.0,52.4,Medium,39.0,2025-08-26,2026-04-22
U00703,binge_watcher,38,Italy,Basic,20,Tablet,Comedy,12.1,4.1,177.1,0.11,0.6,3,3,8,The recommendations are surprisingly accurate.,0.2,92.3,High,12.1,2025-09-11,2026-04-22
U00704,casual_viewer,26,Spain,Basic,34,Laptop,Documentary,3.6,4.4,49.1,0.26,0.7,0,4,1,The streaming quality is great and I enjoy the interface.,0.4,75.2,High,17.6,2026-02-22,2026-04-25
U00705,low_engagement,39,UK,Premium,11,Smart TV,Sci-Fi,2.8,0.8,210.0,0.65,0.05,4,5,8,The content library feels boring and limited.,-0.4,29.0,Low,66.5,2024-07-23,2026-04-21
U00706,low_engagement,30,Germany,Standard,29,Laptop,Romance,5.0,1.0,240.0,0.61,0.16,16,2,3,I am losing interest because the recommendations are poor.,-0.4,36.4,Low,79.0,2024-12-04,2026-04-09
U00707,casual_viewer,24,Spain,Basic,4,Smart TV,Drama,4.0,3.5,68.6,0.4,0.7,0,2,4,"It is fine for casual watching, nothing particularly special.",-0.2,62.5,Medium,31.8,2024-11-04,2026-04-25
U00708,loyal_user,42,Germany,Standard,2,Smart TV,Comedy,13.1,1.5,240.0,0.11,0.84,2,1,6,Excellent content selection and very smooth viewing experience.,0.4,79.8,High,16.3,2025-11-24,2026-04-23
U00709,casual_viewer,47,Germany,Standard,33,Laptop,Comedy,5.2,3.6,86.7,0.12,0.98,2,4,3,The platform is easy to use and the content is excellent.,0.2,83.5,High,14.7,2024-10-22,2026-04-23
U00710,casual_viewer,45,Italy,Premium,15,Mobile,Documentary,3.5,4.7,44.7,0.32,0.6,0,7,0,"Very engaging experience, I keep discovering new content.",0.2,70.2,High,21.3,2025-06-22,2026-04-25
U00711,casual_viewer,25,Italy,Standard,18,Smart TV,Thriller,5.7,2.9,117.9,0.33,0.76,3,2,3,This is my favorite platform for relaxing in the evening.,0.2,71.5,High,26.9,2026-02-25,2026-04-22
U00712,low_engagement,28,Germany,Basic,27,Tablet,Sci-Fi,1.3,1.2,65.0,0.46,0.29,0,0,1,"It is fine for casual watching, nothing particularly special.",-0.2,43.4,Medium,42.5,2024-10-02,2026-04-25
U00713,casual_viewer,39,Italy,Basic,30,Tablet,Sci-Fi,10.7,3.3,194.5,0.27,0.86,0,4,2,Excellent content selection and very smooth viewing experience.,0.4,92.4,High,9.2,2025-08-20,2026-04-25
U00714,low_engagement,45,Italy,Basic,14,Smart TV,Comedy,6.4,2.2,174.5,0.49,0.37,11,0,4,"The interface is simple, but discovery could be improved.",0.0,49.9,Medium,56.8,2024-07-02,2026-04-14
U00715,loyal_user,34,Germany,Basic,20,Mobile,Drama,14.0,5.8,144.8,0.08,0.77,7,7,6,I really like how personalized the home page feels.,0.2,97.5,High,16.9,2026-01-21,2026-04-18
U00716,low_engagement,24,Italy,Basic,2,Smart TV,Sci-Fi,3.9,0.5,240.0,0.46,0.5,4,3,2,The platform is okay but sometimes I do not know what to watch.,0.0,40.1,Medium,47.2,2025-07-25,2026-04-21
U00717,casual_viewer,35,UK,Premium,30,Mobile,Documentary,4.8,3.9,73.8,0.29,0.55,2,1,4,"Amazing content library, I always find something to watch.",0.2,70.4,High,24.6,2026-03-16,2026-04-23
U00718,binge_watcher,47,France,Standard,9,Smart TV,Thriller,20.9,7.8,160.8,0.07,0.89,1,7,13,"Very engaging experience, I keep discovering new content.",0.2,99.9,High,3.4,2024-09-01,2026-04-24
U00719,binge_watcher,32,UK,Standard,12,Laptop,Romance,21.4,2.3,240.0,0.1,0.9,0,5,9,"Very engaging experience, I keep discovering new content.",0.2,91.2,High,6.4,2024-12-21,2026-04-25
U00720,casual_viewer,40,Spain,Basic,18,Smart TV,Action,6.6,3.6,110.0,0.27,0.45,0,1,1,The streaming quality is great and I enjoy the interface.,0.4,72.1,High,19.4,2026-04-10,2026-04-25
U00721,binge_watcher,43,Italy,Standard,2,Smart TV,Action,24.4,3.9,240.0,0.11,0.88,4,3,8,"Great variety of shows and movies, I use it every day.",0.2,88.7,High,15.8,2024-12-21,2026-04-21
U00722,casual_viewer,18,UK,Premium,35,Laptop,Action,1.3,0.8,97.5,0.36,0.32,1,4,3,"The experience is average, not bad but not amazing.",0.0,43.2,Medium,37.6,2025-03-15,2026-04-24
U00723,loyal_user,37,UK,Basic,36,Smart TV,Action,12.8,2.9,240.0,0.12,0.95,0,7,6,I really like how personalized the home page feels.,0.2,98.5,High,3.1,2025-07-10,2026-04-25
U00724,loyal_user,31,Germany,Premium,1,Tablet,Documentary,13.9,3.0,240.0,0.17,0.81,6,3,11,The recommendations are surprisingly accurate.,0.2,80.4,High,25.2,2024-06-30,2026-04-19
U00725,binge_watcher,30,Spain,Premium,35,Laptop,Comedy,15.9,8.9,107.2,0.14,0.91,1,4,8,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,4.8,2025-04-22,2026-04-24
U00726,casual_viewer,21,Germany,Premium,21,Mobile,Sci-Fi,8.3,4.3,115.8,0.2,0.62,4,2,5,This is my favorite platform for relaxing in the evening.,0.2,82.2,High,20.9,2026-01-15,2026-04-21
U00727,low_engagement,21,Germany,Standard,14,Mobile,Thriller,2.3,1.3,106.2,0.55,0.05,1,2,6,"The platform used to be better, now it feels repetitive.",-0.2,35.1,Low,50.5,2025-09-29,2026-04-24
U00728,binge_watcher,35,Spain,Basic,16,Mobile,Comedy,15.3,7.9,116.2,0.17,0.8,7,3,4,Excellent content selection and very smooth viewing experience.,0.4,94.9,High,19.9,2026-03-10,2026-04-18
U00729,binge_watcher,18,Italy,Standard,15,Smart TV,Sci-Fi,19.6,5.5,213.8,0.17,0.8,3,7,12,The platform is easy to use and the content is excellent.,0.2,97.5,High,10.7,2026-04-09,2026-04-22
U00730,low_engagement,30,UK,Standard,6,Laptop,Comedy,0.5,0.5,60.0,0.39,0.34,0,3,2,There is not enough fresh content for me.,0.0,33.9,Low,40.8,2024-09-09,2026-04-25
U00731,binge_watcher,37,Germany,Basic,5,Laptop,Romance,24.9,7.0,213.4,0.15,0.97,0,7,7,The streaming quality is great and I enjoy the interface.,0.4,99.5,High,3.2,2025-11-20,2026-04-25
U00732,binge_watcher,38,Spain,Basic,13,Mobile,Action,20.6,4.0,240.0,0.07,0.72,7,2,9,"Very engaging experience, I keep discovering new content.",0.2,88.9,High,20.9,2025-04-02,2026-04-18
U00733,casual_viewer,18,Italy,Basic,8,Smart TV,Sci-Fi,12.8,4.8,160.0,0.17,0.77,8,2,2,This is my favorite platform for relaxing in the evening.,0.2,88.5,High,25.1,2024-10-09,2026-04-17
U00734,casual_viewer,19,Spain,Basic,19,Mobile,Romance,10.5,3.0,210.0,0.09,0.7,2,2,1,The streaming quality is great and I enjoy the interface.,0.4,87.3,High,12.2,2024-12-11,2026-04-23
U00735,binge_watcher,30,Germany,Basic,18,Mobile,Romance,16.7,4.4,227.7,0.06,0.82,0,3,5,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,1.2,2025-11-04,2026-04-25
U00736,casual_viewer,39,Spain,Standard,32,Mobile,Romance,6.8,1.1,240.0,0.36,0.38,4,3,2,"It works fine overall, though some categories feel repetitive.",-0.2,57.3,Medium,41.5,2025-12-03,2026-04-21
U00737,binge_watcher,29,UK,Premium,28,Laptop,Romance,14.5,6.7,129.9,0.09,0.81,3,4,7,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,7.8,2025-10-19,2026-04-22
U00738,loyal_user,50,France,Standard,8,Smart TV,Sci-Fi,19.0,4.8,237.5,0.08,0.85,4,9,9,The recommendations are surprisingly accurate.,0.2,95.0,High,12.1,2026-03-22,2026-04-21
U00739,binge_watcher,26,France,Standard,22,Mobile,Thriller,17.8,7.7,138.7,0.09,0.98,1,5,4,"I love the recommendations, they always match my taste.",0.2,100.0,High,3.8,2026-04-19,2026-04-24
U00740,low_engagement,44,Italy,Standard,3,Smart TV,Documentary,1.3,0.7,111.4,0.61,0.35,5,3,0,I open the app but leave quickly because nothing attracts me.,-0.2,28.2,Low,63.1,2026-02-15,2026-04-20
U00741,binge_watcher,42,Italy,Standard,11,Mobile,Romance,12.6,9.0,84.0,0.15,0.84,3,6,4,"I love the recommendations, they always match my taste.",0.2,96.8,High,10.6,2025-09-14,2026-04-22
U00742,low_engagement,50,Germany,Basic,23,Mobile,Sci-Fi,0.5,2.5,12.0,0.58,0.42,1,3,1,"The interface is simple, but discovery could be improved.",0.0,47.2,Medium,40.0,2026-02-23,2026-04-24
U00743,binge_watcher,26,UK,Premium,18,Laptop,Sci-Fi,15.8,6.7,141.5,0.18,0.81,3,9,6,This is my favorite platform for relaxing in the evening.,0.2,99.1,High,10.1,2024-06-19,2026-04-22
U00744,binge_watcher,35,France,Standard,36,Mobile,Documentary,15.8,10.2,92.9,0.01,0.76,10,4,9,"I love the recommendations, they always match my taste.",0.2,95.8,High,22.3,2024-10-28,2026-04-15
U00745,loyal_user,22,Germany,Standard,10,Mobile,Sci-Fi,18.4,2.3,240.0,0.09,0.8,6,8,5,"I love the recommendations, they always match my taste.",0.2,83.1,High,22.3,2026-04-08,2026-04-19
U00746,low_engagement,33,Spain,Standard,9,Smart TV,Sci-Fi,0.5,2.1,14.3,0.65,0.33,3,1,6,I am losing interest because the recommendations are poor.,-0.4,35.2,Low,61.4,2025-07-06,2026-04-22
U00747,binge_watcher,37,UK,Standard,3,Mobile,Drama,19.2,5.4,213.3,0.06,0.77,0,7,7,Excellent content selection and very smooth viewing experience.,0.4,94.8,High,3.8,2025-10-24,2026-04-25
U00748,binge_watcher,44,France,Standard,8,Smart TV,Drama,18.5,5.1,217.6,0.12,0.71,12,5,12,The recommendations are surprisingly accurate.,0.2,85.3,High,33.8,2025-11-24,2026-04-13
U00749,loyal_user,35,Italy,Premium,22,Laptop,Action,12.1,0.9,240.0,0.04,0.98,0,3,4,"Amazing content library, I always find something to watch.",0.2,92.5,High,4.5,2024-11-02,2026-04-25
U00750,low_engagement,44,Spain,Standard,31,Laptop,Comedy,0.5,1.9,15.8,0.71,0.5,1,4,1,"There are enough shows, but I skip many before finding something.",-0.2,44.9,Medium,48.8,2025-03-15,2026-04-24
U00751,casual_viewer,43,Spain,Basic,21,Smart TV,Drama,5.0,3.7,81.1,0.42,0.76,15,2,5,"It is fine for casual watching, nothing particularly special.",-0.2,65.0,Medium,55.9,2025-01-10,2026-04-10
U00752,casual_viewer,39,Italy,Standard,30,Smart TV,Sci-Fi,2.9,4.6,37.8,0.37,0.45,3,1,4,"The experience is average, not bad but not amazing.",0.0,63.9,Medium,31.5,2025-06-22,2026-04-22
U00753,binge_watcher,50,France,Basic,36,Smart TV,Romance,15.5,4.9,189.8,0.16,0.95,2,3,9,"I love the recommendations, they always match my taste.",0.2,100.0,High,7.2,2026-01-20,2026-04-23
U00754,low_engagement,28,Germany,Standard,18,Tablet,Documentary,0.5,1.9,15.8,0.46,0.33,0,0,1,"It is fine for casual watching, nothing particularly special.",-0.2,44.2,Medium,42.1,2024-10-07,2026-04-25
U00755,loyal_user,35,France,Standard,7,Laptop,Documentary,11.4,7.6,90.0,0.06,0.87,8,2,5,"I love the recommendations, they always match my taste.",0.2,91.4,High,21.5,2024-05-06,2026-04-17
U00756,low_engagement,39,France,Premium,18,Mobile,Action,2.8,0.5,240.0,0.46,0.21,5,2,3,The interface does not help me discover good content.,0.0,37.4,Low,50.5,2025-02-05,2026-04-20
U00757,casual_viewer,32,Spain,Basic,22,Mobile,Romance,9.5,1.7,240.0,0.15,0.63,1,2,2,"Amazing content library, I always find something to watch.",0.2,78.2,High,15.9,2026-01-18,2026-04-24
U00758,casual_viewer,44,France,Standard,27,Smart TV,Sci-Fi,5.5,4.4,75.0,0.01,0.62,0,2,6,"Very engaging experience, I keep discovering new content.",0.2,81.7,High,9.3,2025-09-21,2026-04-25
U00759,casual_viewer,29,UK,Premium,10,Smart TV,Thriller,6.4,3.5,109.7,0.16,0.65,9,2,0,"I use it from time to time, but not every week.",0.0,66.7,Medium,37.9,2025-07-22,2026-04-16
U00760,low_engagement,36,France,Basic,34,Laptop,Drama,0.5,2.3,13.0,0.51,0.59,1,4,3,"There are enough shows, but I skip many before finding something.",-0.2,51.8,Medium,41.3,2024-10-16,2026-04-24
U00761,low_engagement,36,France,Basic,6,Mobile,Sci-Fi,5.3,2.7,117.8,0.37,0.37,1,4,0,"It works fine overall, though some categories feel repetitive.",-0.2,55.0,Medium,36.9,2025-06-07,2026-04-24
U00762,binge_watcher,28,Italy,Standard,17,Tablet,Drama,18.7,6.8,165.0,0.05,0.87,2,4,9,"Amazing content library, I always find something to watch.",0.2,100.0,High,5.0,2025-11-29,2026-04-23
U00763,low_engagement,30,Germany,Basic,13,Smart TV,Thriller,0.5,2.0,15.0,0.36,0.4,3,3,4,"Content is decent, but recommendations could be better.",0.0,43.0,Medium,41.7,2025-06-23,2026-04-22
U00764,casual_viewer,46,UK,Standard,7,Smart TV,Action,0.5,2.4,12.5,0.11,0.39,1,2,4,"The experience is average, not bad but not amazing.",0.0,46.7,Medium,30.8,2024-09-22,2026-04-24
U00765,binge_watcher,36,Germany,Basic,8,Smart TV,Thriller,20.0,3.2,240.0,0.12,0.87,10,5,6,The recommendations are surprisingly accurate.,0.2,83.8,High,30.5,2025-05-21,2026-04-15
U00766,loyal_user,27,Italy,Basic,1,Mobile,Documentary,13.7,3.2,240.0,0.16,0.86,3,10,4,"Great variety of shows and movies, I use it every day.",0.2,85.0,High,16.7,2024-11-29,2026-04-22
U00767,low_engagement,43,Spain,Basic,24,Mobile,Romance,2.9,0.5,240.0,0.47,0.39,1,1,0,The platform is okay but sometimes I do not know what to watch.,0.0,46.1,Medium,38.3,2026-01-15,2026-04-24
U00768,loyal_user,28,Italy,Standard,3,Laptop,Documentary,13.8,6.8,121.8,0.08,0.98,5,4,7,"Great variety of shows and movies, I use it every day.",0.2,95.8,High,13.7,2025-05-12,2026-04-20
U00769,casual_viewer,38,UK,Premium,12,Smart TV,Sci-Fi,7.0,2.5,168.0,0.18,0.63,3,1,3,"The service is acceptable, but I am not fully engaged.",0.0,69.2,Medium,25.0,2025-03-15,2026-04-22
U00770,low_engagement,62,Spain,Premium,24,Smart TV,Thriller,3.8,0.5,240.0,0.49,0.46,1,4,3,The platform is okay but sometimes I do not know what to watch.,0.0,49.8,Medium,36.9,2024-07-15,2026-04-24
U00771,casual_viewer,24,Germany,Premium,11,Smart TV,Comedy,4.6,3.5,78.9,0.32,0.79,3,0,2,"I use it from time to time, but not every week.",0.0,68.6,Medium,28.1,2025-09-04,2026-04-22
U00772,binge_watcher,21,UK,Basic,1,Laptop,Comedy,13.4,4.7,171.1,0.24,0.53,0,7,10,Excellent content selection and very smooth viewing experience.,0.4,84.0,High,12.8,2025-02-07,2026-04-25
U00773,loyal_user,48,UK,Basic,12,Laptop,Action,13.6,9.9,82.4,0.15,0.96,9,9,9,Excellent content selection and very smooth viewing experience.,0.4,95.5,High,23.2,2026-01-28,2026-04-16
U00774,casual_viewer,37,UK,Premium,32,Smart TV,Thriller,9.4,4.2,134.3,0.05,0.52,5,3,3,The streaming quality is great and I enjoy the interface.,0.4,83.5,High,19.2,2025-08-16,2026-04-20
U00775,loyal_user,32,France,Premium,36,Mobile,Romance,10.4,1.6,240.0,0.04,0.81,1,6,5,"Great variety of shows and movies, I use it every day.",0.2,86.2,High,9.7,2025-07-25,2026-04-24
U00776,binge_watcher,39,Germany,Standard,17,Smart TV,Action,22.4,7.1,189.3,0.14,0.84,13,7,3,The platform is easy to use and the content is excellent.,0.2,92.4,High,31.6,2025-03-23,2026-04-12
U00777,casual_viewer,19,Spain,Premium,34,Mobile,Comedy,7.4,2.2,201.8,0.25,0.57,0,2,3,"Great variety of shows and movies, I use it every day.",0.2,72.8,High,18.6,2026-01-22,2026-04-25
U00778,casual_viewer,34,Spain,Standard,2,Mobile,Drama,4.9,2.8,105.0,0.2,0.67,8,3,4,"I use it from time to time, but not every week.",0.0,56.8,Medium,41.6,2025-04-22,2026-04-17
U00779,low_engagement,43,Spain,Standard,30,Mobile,Thriller,2.5,0.5,240.0,0.28,0.55,1,2,1,"Content is decent, but recommendations could be better.",0.0,52.0,Medium,31.6,2025-12-11,2026-04-24
U00780,loyal_user,38,Italy,Standard,15,Smart TV,Drama,11.0,3.3,200.0,0.17,0.88,5,6,6,Excellent content selection and very smooth viewing experience.,0.4,88.7,High,19.0,2025-01-21,2026-04-20
U00781,casual_viewer,26,UK,Premium,18,Laptop,Sci-Fi,5.5,4.1,80.5,0.24,0.56,9,0,1,"Some content is good, some is forgettable.",0.0,67.3,Medium,39.1,2025-03-04,2026-04-16
U00782,binge_watcher,34,France,Premium,11,Laptop,Drama,20.6,8.0,154.5,0.16,0.75,5,4,5,"Great variety of shows and movies, I use it every day.",0.2,92.8,High,16.8,2025-04-28,2026-04-20
U00783,casual_viewer,34,France,Basic,7,Mobile,Sci-Fi,10.2,2.9,211.0,0.29,0.69,6,6,4,"Amazing content library, I always find something to watch.",0.2,73.7,High,30.9,2024-08-21,2026-04-19
U00784,casual_viewer,47,Spain,Standard,35,Smart TV,Thriller,10.0,3.5,171.4,0.29,0.85,1,2,5,Excellent content selection and very smooth viewing experience.,0.4,90.1,High,12.8,2026-04-13,2026-04-24
U00785,loyal_user,28,Germany,Basic,34,Smart TV,Comedy,18.7,4.1,240.0,0.14,0.93,13,3,12,Excellent content selection and very smooth viewing experience.,0.4,92.6,High,31.5,2026-01-29,2026-04-12
U00786,casual_viewer,30,UK,Premium,14,Smart TV,Romance,8.4,4.3,117.2,0.22,0.54,13,1,3,"Very engaging experience, I keep discovering new content.",0.2,70.4,High,44.2,2024-09-17,2026-04-12
U00787,casual_viewer,42,Italy,Basic,36,Laptop,Sci-Fi,5.7,1.8,190.0,0.29,0.77,1,2,5,Excellent content selection and very smooth viewing experience.,0.4,70.5,High,22.6,2025-11-03,2026-04-24
U00788,binge_watcher,35,Spain,Premium,32,Mobile,Action,26.8,9.6,167.5,0.12,0.91,0,3,6,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,2.4,2025-07-25,2026-04-25
U00789,low_engagement,36,Italy,Premium,11,Mobile,Documentary,5.6,1.9,176.8,0.5,0.25,6,2,2,"Content is decent, but recommendations could be better.",0.0,46.0,Medium,49.0,2025-11-05,2026-04-19
U00790,low_engagement,47,Spain,Standard,4,Smart TV,Documentary,3.4,0.5,240.0,0.47,0.39,1,4,0,I skip almost everything and rarely finish anything.,-0.4,39.4,Low,51.7,2025-06-23,2026-04-24
U00791,loyal_user,27,France,Premium,30,Smart TV,Documentary,13.1,5.9,133.2,0.11,0.94,5,5,7,I really like how personalized the home page feels.,0.2,100.0,High,12.2,2025-08-11,2026-04-20
U00792,casual_viewer,39,Germany,Basic,36,Tablet,Action,10.4,3.2,195.0,0.19,0.6,1,3,1,"Amazing content library, I always find something to watch.",0.2,85.2,High,13.2,2024-08-02,2026-04-24
U00793,loyal_user,41,Germany,Premium,28,Mobile,Action,13.6,7.4,110.3,0.14,0.83,0,9,12,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,2.8,2025-12-08,2026-04-25
U00794,binge_watcher,20,France,Basic,19,Smart TV,Comedy,25.3,7.9,192.2,0.09,0.59,0,2,6,Excellent content selection and very smooth viewing experience.,0.4,97.9,High,2.8,2025-05-20,2026-04-25
U00795,binge_watcher,31,UK,Basic,14,Mobile,Thriller,13.3,4.2,190.0,0.13,0.85,5,4,9,Excellent content selection and very smooth viewing experience.,0.4,94.1,High,15.6,2025-05-23,2026-04-20
U00796,loyal_user,48,Spain,Standard,28,Tablet,Documentary,11.1,3.8,175.3,0.08,0.91,3,8,2,Excellent content selection and very smooth viewing experience.,0.4,97.1,High,9.1,2024-06-28,2026-04-22
U00797,low_engagement,27,Italy,Standard,30,Smart TV,Sci-Fi,2.1,3.0,42.0,0.36,0.51,2,2,1,"There are enough shows, but I skip many before finding something.",-0.2,58.0,Medium,37.2,2025-06-01,2026-04-23
U00798,casual_viewer,23,Italy,Standard,8,Mobile,Sci-Fi,2.9,4.5,38.7,0.38,0.61,2,4,3,"I use it from time to time, but not every week.",0.0,62.2,Medium,30.5,2025-06-08,2026-04-23
U00799,loyal_user,31,Germany,Standard,15,Tablet,Action,11.3,4.2,161.4,0.18,0.85,1,7,6,I really like how personalized the home page feels.,0.2,95.3,High,8.0,2025-07-01,2026-04-24
U00800,casual_viewer,28,Germany,Standard,26,Smart TV,Romance,8.9,1.4,240.0,0.39,0.68,2,3,3,"Amazing content library, I always find something to watch.",0.2,72.4,High,25.6,2025-08-20,2026-04-23
U00801,low_engagement,36,Germany,Basic,33,Smart TV,Comedy,5.7,0.8,240.0,0.58,0.48,0,3,2,"There are enough shows, but I skip many before finding something.",-0.2,55.8,Medium,38.7,2025-03-19,2026-04-25
U00802,low_engagement,48,France,Standard,12,Laptop,Comedy,0.5,2.7,11.1,0.74,0.12,2,1,4,There is not enough fresh content for me.,0.0,33.4,Low,52.1,2025-10-03,2026-04-23
U00803,loyal_user,18,UK,Standard,17,Smart TV,Sci-Fi,13.4,2.6,240.0,0.13,0.83,0,6,14,The platform is easy to use and the content is excellent.,0.2,92.7,High,6.2,2024-05-27,2026-04-25
U00804,loyal_user,23,UK,Standard,24,Smart TV,Thriller,15.9,2.3,240.0,0.1,0.91,4,3,9,"I love the recommendations, they always match my taste.",0.2,92.2,High,13.9,2025-01-08,2026-04-21
U00805,loyal_user,37,Italy,Standard,14,Smart TV,Romance,16.5,5.8,170.7,0.06,0.74,7,11,5,This is my favorite platform for relaxing in the evening.,0.2,94.0,High,18.2,2025-07-01,2026-04-18
U00806,casual_viewer,37,France,Standard,8,Laptop,Thriller,9.0,3.0,180.0,0.19,0.6,1,1,1,Excellent content selection and very smooth viewing experience.,0.4,74.8,High,18.4,2024-06-05,2026-04-24
U00807,casual_viewer,46,Italy,Standard,10,Smart TV,Documentary,5.2,3.7,84.3,0.22,0.49,0,2,6,"There are enough shows, but I skip many before finding something.",-0.2,66.8,Medium,26.0,2025-08-21,2026-04-25
U00808,casual_viewer,34,Italy,Premium,18,Mobile,Comedy,0.5,5.1,10.0,0.2,0.91,10,1,2,"It is fine for casual watching, nothing particularly special.",-0.2,67.0,Medium,45.5,2025-04-04,2026-04-15
U00809,low_engagement,36,Germany,Standard,24,Smart TV,Drama,2.5,0.8,187.5,0.42,0.68,11,4,3,"The service is acceptable, but I am not fully engaged.",0.0,46.3,Medium,57.2,2024-12-21,2026-04-14
U00810,casual_viewer,39,Germany,Standard,21,Laptop,Sci-Fi,7.1,3.1,137.4,0.15,0.71,4,2,3,The recommendations are surprisingly accurate.,0.2,77.5,High,22.2,2024-11-23,2026-04-21
U00811,low_engagement,33,Germany,Basic,17,Smart TV,Thriller,1.2,0.5,144.0,0.23,0.43,1,1,1,"Some content is good, some is forgettable.",0.0,45.0,Medium,34.1,2026-03-19,2026-04-24
U00812,loyal_user,54,Spain,Standard,16,Smart TV,Thriller,17.9,9.2,116.7,0.11,0.85,3,10,5,The recommendations are surprisingly accurate.,0.2,100.0,High,8.2,2024-08-25,2026-04-22
U00813,low_engagement,41,France,Standard,27,Mobile,Romance,6.9,2.1,197.1,0.39,0.77,7,0,4,"Content is decent, but recommendations could be better.",0.0,68.4,Medium,37.6,2025-08-14,2026-04-18
U00814,low_engagement,33,Spain,Basic,12,Laptop,Romance,2.4,3.2,45.0,0.46,0.42,4,2,0,"It works fine overall, though some categories feel repetitive.",-0.2,50.2,Medium,47.1,2024-07-02,2026-04-21
U00815,low_engagement,39,France,Premium,18,Mobile,Sci-Fi,0.5,1.6,18.8,0.39,0.05,4,4,4,There is not enough fresh content for me.,0.0,33.9,Low,48.8,2024-07-04,2026-04-21
U00816,binge_watcher,19,Germany,Standard,27,Laptop,Romance,15.7,4.7,200.4,0.05,0.78,0,2,7,I really like how personalized the home page feels.,0.2,100.0,High,1.0,2025-02-09,2026-04-25
U00817,casual_viewer,31,France,Basic,25,Mobile,Drama,7.9,3.0,158.0,0.14,0.8,3,0,3,"Great variety of shows and movies, I use it every day.",0.2,82.2,High,17.7,2025-08-04,2026-04-22
U00818,casual_viewer,63,UK,Standard,6,Mobile,Action,8.7,3.0,174.0,0.08,0.6,1,5,1,The recommendations are surprisingly accurate.,0.2,74.8,High,16.2,2024-10-01,2026-04-24
U00819,binge_watcher,35,UK,Premium,24,Laptop,Sci-Fi,20.0,6.6,181.8,0.15,0.79,5,3,8,"Very engaging experience, I keep discovering new content.",0.2,98.5,High,13.8,2025-01-24,2026-04-20
U00820,casual_viewer,25,Germany,Basic,28,Smart TV,Comedy,8.0,2.6,184.6,0.14,0.6,1,3,2,This is my favorite platform for relaxing in the evening.,0.2,77.5,High,16.1,2024-05-30,2026-04-24
U00821,low_engagement,52,UK,Standard,36,Tablet,Sci-Fi,3.2,2.0,96.0,0.63,0.48,0,0,8,"It works fine overall, though some categories feel repetitive.",-0.2,53.5,Medium,40.9,2025-05-07,2026-04-25
U00822,casual_viewer,43,Germany,Standard,31,Smart TV,Drama,4.2,3.3,76.4,0.29,0.5,6,2,1,"Content is decent, but recommendations could be better.",0.0,62.0,Medium,36.8,2025-06-27,2026-04-19
U00823,low_engagement,42,France,Standard,35,Laptop,Documentary,4.1,0.5,240.0,0.54,0.58,1,2,7,"Content is decent, but recommendations could be better.",0.0,52.8,Medium,36.4,2025-12-01,2026-04-24
U00824,binge_watcher,36,Spain,Standard,6,Laptop,Comedy,25.5,4.5,240.0,0.27,0.72,1,7,6,I really like how personalized the home page feels.,0.2,89.2,High,12.8,2025-01-14,2026-04-24
U00825,low_engagement,44,Italy,Basic,30,Smart TV,Thriller,3.7,1.6,138.8,0.19,0.47,1,2,4,"Some content is good, some is forgettable.",0.0,58.8,Medium,26.4,2024-12-17,2026-04-24
U00826,binge_watcher,53,Germany,Premium,16,Smart TV,Comedy,17.5,4.7,223.4,0.17,0.91,7,2,10,"Great variety of shows and movies, I use it every day.",0.2,96.4,High,19.2,2025-02-01,2026-04-18
U00827,loyal_user,45,Germany,Standard,23,Smart TV,Romance,5.1,4.0,76.5,0.06,0.91,0,3,7,I really like how personalized the home page feels.,0.2,85.6,High,8.4,2026-02-16,2026-04-25
U00828,casual_viewer,29,France,Standard,31,Mobile,Comedy,5.6,2.0,168.0,0.26,0.63,1,0,4,"Content is decent, but recommendations could be better.",0.0,68.0,Medium,23.2,2026-04-02,2026-04-24
U00829,loyal_user,36,Spain,Standard,30,Smart TV,Thriller,17.6,2.9,240.0,0.02,0.87,1,3,7,"Great variety of shows and movies, I use it every day.",0.2,97.2,High,3.8,2024-06-01,2026-04-24
U00830,casual_viewer,37,Italy,Standard,1,Mobile,Thriller,8.3,3.6,138.3,0.52,0.7,0,6,4,"Very engaging experience, I keep discovering new content.",0.2,70.3,High,25.2,2024-11-13,2026-04-25
U00831,casual_viewer,42,UK,Standard,33,Smart TV,Action,4.6,3.5,78.9,0.36,0.83,1,1,1,The platform is easy to use and the content is excellent.,0.2,75.0,High,21.7,2025-05-22,2026-04-24
U00832,casual_viewer,39,Germany,Basic,36,Mobile,Sci-Fi,4.6,2.9,95.2,0.22,0.54,0,1,2,"I use it from time to time, but not every week.",0.0,68.3,Medium,20.2,2025-08-31,2026-04-25
U00833,low_engagement,25,Germany,Premium,31,Mobile,Thriller,3.8,1.2,190.0,0.4,0.35,3,3,2,"It works fine overall, though some categories feel repetitive.",-0.2,49.6,Medium,44.2,2025-10-17,2026-04-22
U00834,low_engagement,26,Germany,Standard,29,Smart TV,Romance,4.5,1.6,168.8,0.48,0.37,1,1,4,"It is fine for casual watching, nothing particularly special.",-0.2,53.9,Medium,39.6,2026-03-27,2026-04-24
U00835,casual_viewer,39,UK,Standard,25,Laptop,Romance,6.1,1.3,240.0,0.23,0.7,2,5,5,"The experience is average, not bad but not amazing.",0.0,67.9,Medium,24.6,2025-01-20,2026-04-23
U00836,low_engagement,37,Germany,Standard,12,Laptop,Sci-Fi,3.8,1.3,175.4,0.34,0.78,0,2,3,"It is fine for casual watching, nothing particularly special.",-0.2,60.1,Medium,31.8,2026-04-21,2026-04-25
U00837,binge_watcher,36,Italy,Basic,16,Mobile,Romance,20.1,7.2,167.5,0.04,0.89,7,7,10,"Very engaging experience, I keep discovering new content.",0.2,99.1,High,15.3,2025-07-14,2026-04-18
U00838,loyal_user,36,France,Standard,13,Mobile,Thriller,11.6,0.5,240.0,0.05,0.79,2,8,9,"Amazing content library, I always find something to watch.",0.2,79.9,High,15.0,2026-01-11,2026-04-23
U00839,binge_watcher,38,UK,Standard,7,Smart TV,Thriller,5.3,6.0,53.0,0.13,0.82,2,8,6,The platform is easy to use and the content is excellent.,0.2,78.7,High,17.2,2025-04-16,2026-04-23
U00840,low_engagement,51,Italy,Standard,13,Smart TV,Comedy,2.5,2.1,71.4,0.5,0.48,2,2,6,"I use it from time to time, but not every week.",0.0,49.0,Medium,39.5,2025-12-30,2026-04-23
U00841,binge_watcher,18,Germany,Standard,36,Smart TV,Comedy,26.9,7.3,221.1,0.18,0.83,3,4,9,The recommendations are surprisingly accurate.,0.2,100.0,High,9.6,2024-07-10,2026-04-22
U00842,binge_watcher,33,UK,Standard,25,Smart TV,Comedy,20.5,5.0,240.0,0.04,0.77,1,5,2,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,2.8,2024-08-08,2026-04-24
U00843,casual_viewer,26,UK,Basic,21,Smart TV,Documentary,6.3,2.9,130.3,0.12,0.72,6,1,3,"Great variety of shows and movies, I use it every day.",0.2,73.8,High,27.5,2025-05-04,2026-04-19
U00844,low_engagement,41,Germany,Basic,13,Mobile,Comedy,0.5,1.3,23.1,0.54,0.49,1,0,5,"The service is acceptable, but I am not fully engaged.",0.0,41.3,Medium,42.2,2025-10-31,2026-04-24
U00845,low_engagement,50,Spain,Premium,26,Smart TV,Thriller,1.9,0.5,228.0,0.34,0.6,4,1,2,"The service is acceptable, but I am not fully engaged.",0.0,48.4,Medium,40.6,2024-08-29,2026-04-21
U00846,low_engagement,36,Italy,Premium,16,Smart TV,Drama,6.8,1.9,214.7,0.57,0.25,12,1,1,"The interface is simple, but discovery could be improved.",0.0,45.7,Medium,62.5,2025-12-26,2026-04-13
U00847,binge_watcher,19,Spain,Standard,17,Laptop,Action,20.0,3.8,240.0,0.13,0.83,9,2,9,"Great variety of shows and movies, I use it every day.",0.2,90.3,High,25.5,2025-10-20,2026-04-16
U00848,low_engagement,18,Italy,Basic,11,Smart TV,Comedy,0.5,1.3,23.1,0.32,0.45,1,2,2,"Some content is good, some is forgettable.",0.0,42.6,Medium,37.1,2025-03-24,2026-04-24
U00849,binge_watcher,34,UK,Basic,17,Smart TV,Documentary,25.6,6.9,222.6,0.11,0.75,1,10,8,The platform is easy to use and the content is excellent.,0.2,99.8,High,4.3,2024-09-14,2026-04-24
U00850,binge_watcher,40,Germany,Basic,17,Smart TV,Documentary,16.4,4.6,213.9,0.04,0.7,7,10,6,The platform is easy to use and the content is excellent.,0.2,93.2,High,18.2,2024-12-13,2026-04-18
U00851,low_engagement,23,UK,Standard,19,Mobile,Romance,2.8,0.6,240.0,0.29,0.48,1,1,2,"It works fine overall, though some categories feel repetitive.",-0.2,50.8,Medium,37.4,2024-10-04,2026-04-24
U00852,low_engagement,51,Germany,Standard,2,Tablet,Action,2.8,1.6,105.0,0.53,0.51,13,1,3,Too many irrelevant suggestions and not enough variety.,-0.2,34.2,Low,73.5,2025-12-03,2026-04-12
U00853,casual_viewer,41,Spain,Standard,16,Tablet,Action,9.6,4.3,134.0,0.09,0.8,2,2,2,This is my favorite platform for relaxing in the evening.,0.2,91.3,High,10.2,2024-07-30,2026-04-23
U00854,casual_viewer,31,Spain,Basic,6,Smart TV,Drama,12.8,3.7,207.6,0.19,0.54,4,2,3,"I love the recommendations, they always match my taste.",0.2,80.2,High,21.7,2024-12-15,2026-04-21
U00855,loyal_user,20,Italy,Standard,18,Mobile,Action,11.4,5.3,129.1,0.13,0.98,0,9,8,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,2.6,2024-09-27,2026-04-25
U00856,casual_viewer,40,Germany,Basic,34,Tablet,Sci-Fi,6.8,3.5,116.6,0.3,0.56,5,2,3,Excellent content selection and very smooth viewing experience.,0.4,71.5,High,30.2,2024-05-24,2026-04-20
U00857,casual_viewer,30,Germany,Premium,22,Smart TV,Documentary,11.0,1.9,240.0,0.23,0.8,7,4,2,This is my favorite platform for relaxing in the evening.,0.2,81.1,High,28.1,2024-12-11,2026-04-18
U00858,binge_watcher,27,France,Premium,35,Mobile,Action,19.7,6.7,176.4,0.16,0.79,1,5,5,"Amazing content library, I always find something to watch.",0.2,100.0,High,5.2,2026-03-25,2026-04-24
U00859,loyal_user,36,Italy,Standard,20,Mobile,Thriller,15.9,6.7,142.4,0.14,0.89,0,3,7,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,2.8,2026-03-23,2026-04-25
U00860,loyal_user,55,Italy,Premium,19,Mobile,Comedy,11.9,4.7,151.9,0.11,0.88,1,4,9,The recommendations are surprisingly accurate.,0.2,100.0,High,4.2,2025-07-04,2026-04-24
U00861,casual_viewer,41,Germany,Standard,29,Smart TV,Action,10.5,3.5,180.0,0.39,0.72,1,1,5,"Amazing content library, I always find something to watch.",0.2,86.6,High,16.5,2024-12-04,2026-04-24
U00862,binge_watcher,33,UK,Premium,15,Smart TV,Sci-Fi,8.6,4.7,109.8,0.2,0.74,5,3,5,"Great variety of shows and movies, I use it every day.",0.2,84.3,High,21.9,2024-09-16,2026-04-20
U00863,binge_watcher,40,Spain,Premium,3,Laptop,Drama,13.4,7.4,108.6,0.17,0.93,5,6,16,The recommendations are surprisingly accurate.,0.2,93.2,High,16.8,2025-04-15,2026-04-20
U00864,low_engagement,37,France,Basic,20,Mobile,Sci-Fi,3.6,1.7,127.1,0.55,0.31,5,1,3,"I use it from time to time, but not every week.",0.0,46.3,Medium,47.9,2024-10-13,2026-04-20
U00865,low_engagement,45,Germany,Premium,28,Smart TV,Action,1.6,2.8,34.3,0.43,0.43,0,6,1,"Content is decent, but recommendations could be better.",0.0,54.5,Medium,31.4,2024-06-25,2026-04-25
U00866,binge_watcher,52,Italy,Basic,36,Smart TV,Thriller,13.3,10.2,78.2,0.06,0.94,12,7,8,The streaming quality is great and I enjoy the interface.,0.4,98.0,High,26.2,2026-03-23,2026-04-13
U00867,binge_watcher,29,Spain,Premium,22,Smart TV,Documentary,19.7,9.1,129.9,0.16,0.88,0,6,7,I really like how personalized the home page feels.,0.2,100.0,High,3.2,2026-01-26,2026-04-25
U00868,binge_watcher,25,France,Standard,8,Laptop,Documentary,27.9,3.2,240.0,0.17,0.91,13,8,9,"Very engaging experience, I keep discovering new content.",0.2,82.0,High,37.4,2025-09-23,2026-04-12
U00869,binge_watcher,28,UK,Standard,9,Mobile,Thriller,16.1,5.1,189.4,0.01,0.85,3,10,15,I really like how personalized the home page feels.,0.2,98.2,High,7.1,2024-04-28,2026-04-22
U00870,casual_viewer,40,Germany,Standard,19,Laptop,Sci-Fi,2.0,2.5,48.0,0.19,0.63,0,2,2,"It works fine overall, though some categories feel repetitive.",-0.2,62.4,Medium,27.6,2024-08-03,2026-04-25
U00871,binge_watcher,51,Italy,Standard,18,Smart TV,Action,11.8,7.3,97.0,0.07,0.76,0,3,11,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,1.4,2026-02-24,2026-04-25
U00872,binge_watcher,26,Spain,Premium,15,Mobile,Sci-Fi,9.7,6.2,93.9,0.29,0.69,30,8,6,The recommendations are surprisingly accurate.,0.2,79.7,High,40.9,2025-07-12,2026-03-26
U00873,low_engagement,52,UK,Standard,7,Laptop,Sci-Fi,3.0,1.7,105.9,0.5,0.5,0,2,2,"It works fine overall, though some categories feel repetitive.",-0.2,47.8,Medium,41.1,2025-05-29,2026-04-25
U00874,casual_viewer,34,Spain,Standard,33,Smart TV,Romance,10.9,2.7,240.0,0.36,0.58,4,1,2,The streaming quality is great and I enjoy the interface.,0.4,79.0,High,25.7,2024-09-16,2026-04-21
U00875,binge_watcher,36,UK,Basic,23,Smart TV,Comedy,0.5,6.5,10.0,0.08,0.73,1,6,7,"Great variety of shows and movies, I use it every day.",0.2,72.5,High,17.4,2025-12-08,2026-04-24
U00876,binge_watcher,25,Germany,Premium,23,Laptop,Thriller,19.5,6.7,174.6,0.19,0.86,1,4,8,"I love the recommendations, they always match my taste.",0.2,100.0,High,5.8,2025-07-16,2026-04-24
U00877,loyal_user,18,Italy,Basic,4,Smart TV,Thriller,13.5,6.4,126.6,0.11,0.98,0,2,9,The platform is easy to use and the content is excellent.,0.2,99.8,High,2.3,2025-08-13,2026-04-25
U00878,low_engagement,22,Spain,Standard,32,Mobile,Action,3.7,2.6,85.4,0.59,0.22,15,0,3,"The experience is average, not bad but not amazing.",0.0,41.3,Medium,66.2,2024-06-02,2026-04-10
U00879,binge_watcher,29,Germany,Basic,28,Smart TV,Documentary,18.0,5.3,203.8,0.03,0.62,2,4,11,The platform is easy to use and the content is excellent.,0.2,98.5,High,5.3,2024-09-11,2026-04-23
U00880,low_engagement,27,Spain,Basic,21,Mobile,Romance,1.0,0.5,120.0,0.5,0.4,1,3,4,"It is fine for casual watching, nothing particularly special.",-0.2,41.2,Medium,46.4,2025-04-06,2026-04-24
U00881,binge_watcher,46,France,Premium,31,Laptop,Documentary,16.3,4.9,199.6,0.01,0.74,3,2,12,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,6.2,2025-03-09,2026-04-22
U00882,low_engagement,28,Spain,Basic,25,Mobile,Sci-Fi,4.9,0.5,240.0,0.48,0.46,1,0,6,"The interface is simple, but discovery could be improved.",0.0,52.8,Medium,35.2,2025-01-15,2026-04-24
U00883,low_engagement,30,Spain,Standard,15,Smart TV,Documentary,3.8,1.0,228.0,0.48,0.17,1,0,4,"The service is acceptable, but I am not fully engaged.",0.0,42.2,Medium,40.5,2026-04-23,2026-04-24
U00884,low_engagement,38,France,Standard,22,Mobile,Thriller,2.1,0.5,240.0,0.35,0.38,5,2,7,"I use it from time to time, but not every week.",0.0,42.5,Medium,45.8,2024-07-14,2026-04-20
U00885,low_engagement,43,Spain,Premium,10,Smart TV,Romance,0.7,1.0,42.0,0.3,0.19,0,2,6,The recommendations are bad and repetitive.,-0.4,36.0,Low,48.0,2024-10-25,2026-04-25
U00886,low_engagement,35,Italy,Standard,27,Mobile,Documentary,0.5,1.9,15.8,0.56,0.34,2,1,4,"It is fine for casual watching, nothing particularly special.",-0.2,42.4,Medium,49.0,2025-09-21,2026-04-23
U00887,binge_watcher,42,Spain,Premium,2,Smart TV,Documentary,22.9,8.2,167.6,0.09,0.9,0,5,9,I really like how personalized the home page feels.,0.2,97.2,High,3.2,2025-07-09,2026-04-25
U00888,binge_watcher,40,UK,Standard,25,Smart TV,Comedy,19.3,10.0,115.8,0.11,0.83,1,2,9,"Amazing content library, I always find something to watch.",0.2,100.0,High,4.2,2025-12-13,2026-04-24
U00889,casual_viewer,36,Germany,Premium,33,Mobile,Sci-Fi,3.2,3.6,53.3,0.38,0.68,5,5,5,"The interface is simple, but discovery could be improved.",0.0,64.7,Medium,35.2,2024-05-27,2026-04-20
U00890,loyal_user,30,France,Basic,36,Smart TV,Thriller,13.9,4.4,189.5,0.12,0.98,0,4,6,"I love the recommendations, they always match my taste.",0.2,100.0,High,2.4,2026-01-14,2026-04-25
U00891,casual_viewer,45,Germany,Basic,7,Mobile,Romance,9.6,4.3,134.0,0.25,0.5,2,1,4,"I love the recommendations, they always match my taste.",0.2,76.9,High,20.5,2025-12-19,2026-04-23
U00892,casual_viewer,30,Italy,Basic,5,Mobile,Thriller,6.5,2.3,169.6,0.29,0.66,5,2,1,"I use it from time to time, but not every week.",0.0,61.1,Medium,35.2,2025-01-13,2026-04-20
U00893,low_engagement,38,Germany,Standard,27,Tablet,Drama,2.8,2.7,62.2,0.31,0.43,6,2,1,"The experience is average, not bad but not amazing.",0.0,54.1,Medium,41.2,2024-05-20,2026-04-19
U00894,loyal_user,52,Spain,Standard,12,Laptop,Action,14.4,5.4,160.0,0.04,0.79,7,6,8,The platform is easy to use and the content is excellent.,0.2,94.6,High,17.5,2025-07-19,2026-04-18
U00895,loyal_user,26,Spain,Standard,11,Laptop,Drama,11.8,5.0,141.6,0.13,0.79,0,10,8,The streaming quality is great and I enjoy the interface.,0.4,97.8,High,3.7,2026-01-31,2026-04-25
U00896,casual_viewer,34,Italy,Basic,28,Mobile,Comedy,4.9,1.6,183.8,0.15,0.87,1,2,0,"I love the recommendations, they always match my taste.",0.2,72.3,High,18.9,2025-03-16,2026-04-24
U00897,casual_viewer,41,Spain,Basic,32,Tablet,Romance,9.8,2.5,235.2,0.32,0.59,2,1,2,"Very engaging experience, I keep discovering new content.",0.2,77.9,High,21.4,2025-02-10,2026-04-23
U00898,casual_viewer,43,France,Basic,32,Mobile,Romance,4.9,4.0,73.5,0.39,0.76,24,1,2,"Content is decent, but recommendations could be better.",0.0,66.4,Medium,49.6,2026-04-24,2026-04-01
U00899,low_engagement,42,Germany,Premium,21,Smart TV,Action,3.2,0.9,213.3,0.28,0.2,3,3,5,"Content is decent, but recommendations could be better.",0.0,45.0,Medium,39.1,2025-12-11,2026-04-22
U00900,binge_watcher,35,Italy,Standard,30,Smart TV,Sci-Fi,26.5,7.7,206.5,0.18,0.87,0,8,8,The recommendations are surprisingly accurate.,0.2,100.0,High,3.6,2024-05-29,2026-04-25
U00901,casual_viewer,24,France,Premium,11,Mobile,Documentary,7.5,1.7,240.0,0.43,0.66,3,0,5,The platform is okay but sometimes I do not know what to watch.,0.0,63.7,Medium,32.8,2024-05-13,2026-04-22
U00902,low_engagement,38,France,Standard,34,Tablet,Comedy,0.5,1.4,21.4,0.44,0.21,5,3,3,I skip almost everything and rarely finish anything.,-0.4,36.5,Low,60.5,2024-05-15,2026-04-20
U00903,binge_watcher,32,Germany,Basic,8,Mobile,Action,16.6,6.4,155.6,0.09,0.97,5,2,8,"Great variety of shows and movies, I use it every day.",0.2,97.9,High,12.8,2025-09-03,2026-04-20
U00904,low_engagement,38,France,Premium,13,Tablet,Documentary,3.0,1.9,94.7,0.52,0.13,11,1,3,The recommendations are bad and repetitive.,-0.4,33.2,Low,75.8,2026-01-10,2026-04-14
U00905,binge_watcher,35,Spain,Standard,28,Laptop,Comedy,8.7,4.3,121.4,0.08,0.94,4,5,6,The streaming quality is great and I enjoy the interface.,0.4,93.0,High,13.1,2025-12-06,2026-04-21
U00906,casual_viewer,45,Italy,Standard,16,Laptop,Documentary,10.8,2.6,240.0,0.42,0.55,2,3,1,The platform is easy to use and the content is excellent.,0.2,76.2,High,24.3,2026-02-14,2026-04-23
U00907,low_engagement,20,UK,Standard,26,Laptop,Sci-Fi,0.5,2.9,10.3,0.2,0.32,0,2,4,The platform is okay but sometimes I do not know what to watch.,0.0,52.9,Medium,27.6,2024-08-09,2026-04-25
U00908,low_engagement,56,Italy,Standard,1,Mobile,Romance,4.0,2.4,100.0,0.58,0.37,0,5,4,"I use it from time to time, but not every week.",0.0,45.7,Medium,38.8,2025-05-01,2026-04-25
U00909,low_engagement,18,Italy,Basic,7,Mobile,Romance,4.4,1.7,155.3,0.46,0.09,2,0,2,"It works fine overall, though some categories feel repetitive.",-0.2,40.1,Medium,48.2,2025-02-28,2026-04-23
U00910,casual_viewer,21,Germany,Basic,36,Smart TV,Sci-Fi,1.7,3.3,30.9,0.01,0.59,1,1,1,"The experience is average, not bad but not amazing.",0.0,66.2,Medium,19.1,2026-01-27,2026-04-24
U00911,low_engagement,18,Italy,Standard,35,Smart TV,Drama,2.8,1.0,168.0,0.05,0.16,0,1,3,"Content is decent, but recommendations could be better.",0.0,49.2,Medium,26.4,2024-08-30,2026-04-25
U00912,binge_watcher,39,Germany,Premium,4,Mobile,Romance,11.1,3.7,180.0,0.13,0.74,3,5,4,I really like how personalized the home page feels.,0.2,83.7,High,16.8,2025-02-10,2026-04-22
U00913,casual_viewer,31,Italy,Basic,26,Mobile,Comedy,8.8,3.2,165.0,0.43,0.67,1,1,2,"Very engaging experience, I keep discovering new content.",0.2,79.3,High,21.0,2025-07-16,2026-04-24
U00914,casual_viewer,18,France,Standard,8,Smart TV,Romance,7.7,3.9,118.5,0.25,0.5,2,0,5,"Very engaging experience, I keep discovering new content.",0.2,71.0,High,23.5,2024-10-06,2026-04-23
U00915,loyal_user,19,UK,Basic,4,Smart TV,Sci-Fi,16.3,7.0,139.7,0.08,0.84,16,3,6,"Amazing content library, I always find something to watch.",0.2,86.8,High,33.2,2025-07-08,2026-04-09
U00916,casual_viewer,34,France,Premium,14,Smart TV,Thriller,4.4,1.8,146.7,0.27,0.68,7,3,2,"There are enough shows, but I skip many before finding something.",-0.2,57.6,Medium,45.6,2025-09-27,2026-04-18
U00917,binge_watcher,48,UK,Premium,28,Laptop,Sci-Fi,19.8,4.6,240.0,0.07,0.68,11,4,6,The recommendations are surprisingly accurate.,0.2,90.6,High,28.1,2025-10-14,2026-04-14
U00918,low_engagement,54,Germany,Standard,5,Laptop,Romance,4.5,2.4,112.5,0.55,0.06,4,2,2,Too many irrelevant suggestions and not enough variety.,-0.2,38.4,Low,54.8,2024-07-03,2026-04-21
U00919,binge_watcher,26,Italy,Basic,3,Tablet,Drama,17.9,6.0,179.0,0.03,0.81,6,3,7,This is my favorite platform for relaxing in the evening.,0.2,91.5,High,16.9,2025-03-26,2026-04-19
U00920,casual_viewer,35,Italy,Standard,7,Smart TV,Drama,1.5,2.3,39.1,0.32,0.67,6,1,2,"I use it from time to time, but not every week.",0.0,48.6,Medium,44.1,2024-07-11,2026-04-19
U00921,loyal_user,21,France,Standard,26,Mobile,Sci-Fi,8.6,8.2,62.9,0.02,0.86,6,4,9,The recommendations are surprisingly accurate.,0.2,92.9,High,15.9,2026-04-13,2026-04-19
U00922,binge_watcher,43,Spain,Standard,4,Smart TV,Comedy,3.8,3.2,71.2,0.16,0.82,3,7,7,"It works fine overall, though some categories feel repetitive.",-0.2,65.0,Medium,31.7,2025-03-25,2026-04-22
U00923,low_engagement,44,UK,Standard,27,Laptop,Thriller,3.3,2.2,90.0,0.43,0.27,3,3,6,"It is fine for casual watching, nothing particularly special.",-0.2,50.0,Medium,44.6,2025-04-16,2026-04-22
U00924,loyal_user,29,Italy,Basic,25,Mobile,Sci-Fi,13.6,4.6,177.4,0.04,0.86,5,6,4,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,10.8,2026-02-10,2026-04-20
U00925,casual_viewer,19,UK,Standard,29,Laptop,Drama,8.7,1.8,240.0,0.13,0.66,1,1,1,"Great variety of shows and movies, I use it every day.",0.2,77.7,High,15.7,2026-04-11,2026-04-24
U00926,low_engagement,54,Italy,Basic,19,Smart TV,Comedy,4.6,2.5,110.4,0.52,0.18,2,0,2,The platform is okay but sometimes I do not know what to watch.,0.0,51.1,Medium,38.9,2026-02-23,2026-04-23
U00927,casual_viewer,39,Germany,Premium,11,Tablet,Thriller,6.1,3.4,107.6,0.4,0.81,13,1,7,"Some content is good, some is forgettable.",0.0,63.6,Medium,51.2,2025-07-06,2026-04-12
U00928,casual_viewer,29,UK,Standard,11,Smart TV,Romance,3.6,2.7,80.0,0.44,0.58,6,1,4,"It is fine for casual watching, nothing particularly special.",-0.2,53.4,Medium,49.1,2025-02-16,2026-04-19
U00929,binge_watcher,19,Germany,Premium,16,Mobile,Romance,18.6,4.2,240.0,0.02,0.89,11,2,8,"Great variety of shows and movies, I use it every day.",0.2,93.0,High,25.9,2024-07-09,2026-04-14
U00930,low_engagement,34,UK,Premium,36,Laptop,Sci-Fi,1.9,3.6,31.7,0.74,0.38,3,2,1,"The service is acceptable, but I am not fully engaged.",0.0,50.1,Medium,45.8,2025-11-20,2026-04-22
U00931,low_engagement,55,France,Premium,29,Laptop,Comedy,5.2,3.8,82.1,0.54,0.32,1,5,5,"There are enough shows, but I skip many before finding something.",-0.2,62.3,Medium,36.7,2026-02-04,2026-04-24
U00932,low_engagement,38,Italy,Basic,19,Mobile,Sci-Fi,0.5,2.3,13.0,0.42,0.18,3,1,5,"It works fine overall, though some categories feel repetitive.",-0.2,40.8,Medium,49.0,2024-10-23,2026-04-22
U00933,casual_viewer,30,Germany,Premium,3,Smart TV,Comedy,3.9,3.1,75.5,0.34,0.38,8,2,3,"The service is acceptable, but I am not fully engaged.",0.0,46.6,Medium,49.5,2024-07-15,2026-04-17
U00934,casual_viewer,19,France,Basic,5,Smart TV,Thriller,10.5,2.5,240.0,0.15,0.63,6,1,2,The streaming quality is great and I enjoy the interface.,0.4,72.5,High,28.8,2024-05-10,2026-04-19
U00935,loyal_user,43,Italy,Basic,23,Laptop,Documentary,20.7,3.4,240.0,0.11,0.83,2,5,2,"I love the recommendations, they always match my taste.",0.2,96.1,High,8.2,2025-08-18,2026-04-23
U00936,loyal_user,18,Germany,Standard,17,Smart TV,Drama,14.3,3.5,240.0,0.15,0.84,5,1,10,"Great variety of shows and movies, I use it every day.",0.2,92.2,High,16.9,2025-01-16,2026-04-20
U00937,binge_watcher,30,UK,Premium,31,Tablet,Sci-Fi,23.5,7.6,185.5,0.15,0.69,7,9,7,"I love the recommendations, they always match my taste.",0.2,94.4,High,19.8,2025-06-13,2026-04-18
U00938,loyal_user,41,Italy,Basic,35,Smart TV,Romance,15.0,6.5,138.5,0.06,0.82,7,9,7,"Great variety of shows and movies, I use it every day.",0.2,99.0,High,15.7,2026-04-13,2026-04-18
U00939,low_engagement,35,Italy,Standard,12,Tablet,Romance,0.5,0.8,37.5,0.62,0.05,0,3,3,I cannot find anything interesting anymore.,0.0,27.4,Low,48.7,2025-11-09,2026-04-25
U00940,low_engagement,34,Spain,Standard,32,Mobile,Documentary,0.5,0.6,50.0,0.35,0.1,8,3,4,I am losing interest because the recommendations are poor.,-0.4,29.5,Low,68.2,2024-11-12,2026-04-17
U00941,loyal_user,30,Spain,Premium,25,Mobile,Thriller,14.7,4.4,200.5,0.09,0.77,1,4,9,The platform is easy to use and the content is excellent.,0.2,99.7,High,3.9,2025-04-10,2026-04-24
U00942,low_engagement,39,Spain,Basic,18,Mobile,Action,7.4,0.5,240.0,0.39,0.41,2,2,1,"Content is decent, but recommendations could be better.",0.0,57.3,Medium,33.2,2026-03-26,2026-04-23
U00943,casual_viewer,29,Germany,Basic,3,Smart TV,Comedy,9.6,3.7,155.7,0.21,0.61,0,4,6,The streaming quality is great and I enjoy the interface.,0.4,77.4,High,15.5,2024-11-05,2026-04-25
U00944,casual_viewer,28,Spain,Basic,36,Smart TV,Drama,14.1,3.0,240.0,0.31,0.55,11,2,6,"Amazing content library, I always find something to watch.",0.2,77.3,High,39.6,2024-07-22,2026-04-14
U00945,binge_watcher,25,Germany,Basic,3,Laptop,Drama,5.9,9.1,38.9,0.23,0.9,0,2,6,This is my favorite platform for relaxing in the evening.,0.2,80.3,High,14.5,2024-11-18,2026-04-25
U00946,loyal_user,28,France,Premium,15,Laptop,Comedy,15.1,4.7,192.8,0.12,0.92,2,9,10,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,6.4,2024-09-22,2026-04-23
U00947,low_engagement,23,Spain,Standard,16,Laptop,Action,2.7,1.0,162.0,0.59,0.56,6,2,1,"It works fine overall, though some categories feel repetitive.",-0.2,44.1,Medium,56.8,2025-08-07,2026-04-19
U00948,low_engagement,26,France,Premium,17,Smart TV,Thriller,0.5,2.3,13.0,0.38,0.05,0,3,1,There is not enough fresh content for me.,0.0,39.5,Low,37.9,2024-06-04,2026-04-25
U00949,casual_viewer,19,France,Basic,2,Smart TV,Romance,12.2,3.5,209.1,0.16,0.63,0,3,4,"Very engaging experience, I keep discovering new content.",0.2,83.3,High,11.6,2024-11-20,2026-04-25
U00950,casual_viewer,37,France,Standard,34,Smart TV,Drama,6.3,2.1,180.0,0.47,0.54,4,3,0,The platform is okay but sometimes I do not know what to watch.,0.0,62.4,Medium,36.2,2025-08-18,2026-04-21
U00951,casual_viewer,25,Germany,Premium,7,Mobile,Drama,12.0,3.1,232.3,0.19,0.79,2,1,1,I really like how personalized the home page feels.,0.2,86.2,High,14.7,2025-03-29,2026-04-23
U00952,binge_watcher,29,Italy,Standard,19,Laptop,Action,17.4,7.8,133.8,0.17,0.66,0,4,7,"I love the recommendations, they always match my taste.",0.2,98.5,High,4.2,2024-10-06,2026-04-25
U00953,casual_viewer,38,Germany,Standard,33,Laptop,Thriller,5.2,4.7,66.4,0.24,0.69,0,4,2,"Very engaging experience, I keep discovering new content.",0.2,80.4,High,14.6,2025-05-31,2026-04-25
U00954,low_engagement,27,Germany,Premium,15,Smart TV,Action,3.5,1.2,175.0,0.25,0.59,2,3,4,"The interface is simple, but discovery could be improved.",0.0,55.4,Medium,31.3,2025-07-22,2026-04-23
U00955,loyal_user,30,France,Standard,4,Smart TV,Thriller,13.7,6.7,122.7,0.12,0.8,1,5,4,"Amazing content library, I always find something to watch.",0.2,94.4,High,7.2,2025-04-09,2026-04-24
U00956,casual_viewer,36,UK,Basic,29,Smart TV,Drama,9.2,3.7,149.2,0.21,0.62,0,3,1,"I love the recommendations, they always match my taste.",0.2,85.2,High,11.6,2025-10-24,2026-04-25
U00957,binge_watcher,40,UK,Standard,4,Laptop,Action,30.6,3.9,240.0,0.15,0.95,0,3,15,"I love the recommendations, they always match my taste.",0.2,94.1,High,6.0,2025-03-11,2026-04-25
U00958,casual_viewer,51,Germany,Premium,32,Mobile,Drama,10.5,2.4,240.0,0.27,0.53,0,2,0,The streaming quality is great and I enjoy the interface.,0.4,80.0,High,15.4,2025-06-11,2026-04-25
U00959,casual_viewer,40,France,Standard,8,Mobile,Comedy,7.2,2.5,172.8,0.28,0.77,2,3,0,The recommendations are surprisingly accurate.,0.2,70.5,High,24.4,2025-01-13,2026-04-23
U00960,loyal_user,30,Spain,Premium,13,Mobile,Drama,7.3,5.8,75.5,0.06,0.98,2,2,10,"Very engaging experience, I keep discovering new content.",0.2,91.8,High,9.3,2025-07-01,2026-04-23
U00961,casual_viewer,20,Spain,Premium,1,Mobile,Sci-Fi,3.5,3.7,56.8,0.21,0.53,1,0,5,"The service is acceptable, but I am not fully engaged.",0.0,58.3,Medium,27.1,2025-08-20,2026-04-24
U00962,binge_watcher,18,Spain,Standard,8,Laptop,Documentary,16.8,6.0,168.0,0.14,0.72,1,5,7,"Amazing content library, I always find something to watch.",0.2,94.1,High,7.8,2024-12-06,2026-04-24
U00963,low_engagement,36,Italy,Standard,34,Mobile,Thriller,4.2,0.5,240.0,0.4,0.51,0,2,2,"Some content is good, some is forgettable.",0.0,54.2,Medium,30.9,2025-08-17,2026-04-25
U00964,binge_watcher,39,France,Standard,2,Mobile,Action,16.9,9.9,102.4,0.1,0.63,0,5,13,Excellent content selection and very smooth viewing experience.,0.4,90.2,High,6.9,2026-04-01,2026-04-25
U00965,binge_watcher,35,UK,Premium,1,Mobile,Action,10.5,6.2,101.6,0.14,0.98,1,10,8,I really like how personalized the home page feels.,0.2,93.4,High,8.1,2024-07-13,2026-04-24
U00966,loyal_user,25,France,Standard,32,Tablet,Thriller,11.2,8.5,79.1,0.08,0.76,8,3,4,I really like how personalized the home page feels.,0.2,94.4,High,20.4,2026-04-24,2026-04-17
U00967,binge_watcher,34,Germany,Basic,26,Tablet,Thriller,17.0,6.0,170.0,0.01,0.79,3,10,12,The streaming quality is great and I enjoy the interface.,0.4,100.0,High,6.2,2026-01-09,2026-04-22
U00968,binge_watcher,36,UK,Basic,29,Mobile,Action,19.3,7.3,158.6,0.21,0.82,7,2,14,"Very engaging experience, I keep discovering new content.",0.2,96.8,High,19.8,2025-02-20,2026-04-18
U00969,low_engagement,30,France,Basic,22,Smart TV,Documentary,0.9,2.4,22.5,0.39,0.5,1,3,4,"It works fine overall, though some categories feel repetitive.",-0.2,52.7,Medium,38.5,2024-04-27,2026-04-24
U00970,casual_viewer,34,France,Basic,5,Laptop,Comedy,4.9,2.9,101.4,0.14,0.48,0,0,3,The platform is okay but sometimes I do not know what to watch.,0.0,61.2,Medium,22.2,2025-08-31,2026-04-25
U00971,low_engagement,18,UK,Standard,23,Smart TV,Thriller,3.7,0.5,240.0,0.28,0.54,1,2,3,"It is fine for casual watching, nothing particularly special.",-0.2,54.8,Medium,35.2,2024-05-08,2026-04-24
U00972,casual_viewer,36,Germany,Standard,18,Laptop,Comedy,10.5,2.6,240.0,0.34,0.44,4,0,4,"Great variety of shows and movies, I use it every day.",0.2,73.3,High,28.2,2024-09-08,2026-04-21
U00973,loyal_user,18,UK,Premium,16,Tablet,Drama,16.2,6.8,142.9,0.04,0.83,4,5,6,The platform is easy to use and the content is excellent.,0.2,100.0,High,8.8,2024-07-12,2026-04-21
U00974,binge_watcher,45,Germany,Premium,15,Mobile,Thriller,22.8,6.6,207.3,0.01,0.98,14,2,8,"Great variety of shows and movies, I use it every day.",0.2,96.8,High,26.8,2024-08-27,2026-04-11
U00975,binge_watcher,45,France,Premium,8,Mobile,Sci-Fi,21.4,7.3,175.9,0.03,0.67,7,1,5,Excellent content selection and very smooth viewing experience.,0.4,89.7,High,19.8,2024-06-16,2026-04-18
U00976,binge_watcher,40,Italy,Premium,3,Laptop,Action,21.4,4.4,240.0,0.14,0.56,9,8,4,The streaming quality is great and I enjoy the interface.,0.4,78.8,High,31.4,2025-08-01,2026-04-16
U00977,casual_viewer,24,Spain,Standard,19,Mobile,Thriller,10.3,1.2,240.0,0.24,0.44,0,2,3,Excellent content selection and very smooth viewing experience.,0.4,72.4,High,18.6,2024-05-08,2026-04-25
U00978,casual_viewer,27,Spain,Premium,18,Mobile,Thriller,7.7,1.9,240.0,0.41,0.73,2,4,4,I really like how personalized the home page feels.,0.2,71.3,High,26.6,2025-01-17,2026-04-23
U00979,low_engagement,27,Italy,Premium,23,Mobile,Comedy,3.8,0.5,240.0,0.4,0.07,7,2,3,The recommendations are bad and repetitive.,-0.4,36.6,Low,63.7,2025-09-30,2026-04-18
U00980,loyal_user,33,UK,Standard,31,Laptop,Action,18.9,5.1,222.4,0.12,0.86,4,9,5,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,10.4,2025-11-17,2026-04-21
U00981,casual_viewer,33,Italy,Standard,28,Mobile,Drama,5.4,1.3,240.0,0.27,0.69,1,1,4,"I use it from time to time, but not every week.",0.0,66.1,Medium,24.4,2025-01-03,2026-04-24
U00982,loyal_user,32,Germany,Basic,17,Smart TV,Comedy,9.7,4.7,123.8,0.12,0.82,2,5,5,"Great variety of shows and movies, I use it every day.",0.2,93.7,High,9.5,2024-10-24,2026-04-23
U00983,casual_viewer,29,Italy,Standard,36,Laptop,Comedy,5.8,1.4,240.0,0.27,0.59,1,2,5,"I use it from time to time, but not every week.",0.0,65.0,Medium,24.9,2025-06-14,2026-04-24
U00984,low_engagement,26,Spain,Premium,2,Smart TV,Documentary,4.0,0.5,240.0,0.71,0.54,0,2,2,"Content is decent, but recommendations could be better.",0.0,40.9,Medium,43.8,2026-01-23,2026-04-25
U00985,low_engagement,36,Spain,Premium,12,Mobile,Action,3.7,0.5,240.0,0.26,0.31,3,2,3,"The service is acceptable, but I am not fully engaged.",0.0,43.7,Medium,39.4,2026-03-15,2026-04-22
U00986,binge_watcher,24,Spain,Premium,11,Mobile,Action,18.6,5.3,210.6,0.12,0.91,6,9,8,The platform is easy to use and the content is excellent.,0.2,96.7,High,16.0,2026-01-22,2026-04-19
U00987,loyal_user,29,Italy,Basic,31,Smart TV,Romance,10.9,6.3,103.8,0.07,0.78,2,3,8,I really like how personalized the home page feels.,0.2,99.1,High,5.9,2025-03-16,2026-04-23
U00988,casual_viewer,20,France,Basic,24,Laptop,Sci-Fi,3.4,1.7,120.0,0.21,0.4,1,3,2,"There are enough shows, but I skip many before finding something.",-0.2,56.4,Medium,33.0,2025-08-02,2026-04-24
U00989,binge_watcher,40,Italy,Standard,30,Smart TV,Thriller,14.0,6.5,129.2,0.1,0.93,5,2,7,"I love the recommendations, they always match my taste.",0.2,100.0,High,12.0,2025-03-07,2026-04-20
U00990,low_engagement,36,Germany,Standard,7,Smart TV,Thriller,6.5,1.7,229.4,0.46,0.24,1,6,2,"Some content is good, some is forgettable.",0.0,49.9,Medium,36.2,2024-10-09,2026-04-24
U00991,casual_viewer,35,France,Basic,23,Laptop,Action,3.9,2.6,90.0,0.11,0.66,0,6,4,This is my favorite platform for relaxing in the evening.,0.2,70.0,High,17.2,2026-01-11,2026-04-25
U00992,casual_viewer,31,Italy,Premium,14,Laptop,Thriller,5.1,1.7,180.0,0.09,0.63,2,1,1,"Content is decent, but recommendations could be better.",0.0,64.3,Medium,23.7,2026-04-13,2026-04-23
U00993,low_engagement,26,Italy,Standard,1,Mobile,Drama,3.0,2.4,75.0,0.64,0.44,1,1,3,"It works fine overall, though some categories feel repetitive.",-0.2,43.2,Medium,48.2,2025-10-05,2026-04-24
U00994,binge_watcher,48,Germany,Standard,34,Laptop,Thriller,18.4,6.0,184.0,0.03,0.85,20,6,9,I really like how personalized the home page feels.,0.2,95.8,High,27.7,2024-05-23,2026-04-05
U00995,casual_viewer,38,France,Basic,34,Mobile,Romance,9.6,2.5,230.4,0.32,0.66,4,1,3,"Amazing content library, I always find something to watch.",0.2,77.5,High,25.6,2024-09-02,2026-04-21
U00996,casual_viewer,40,France,Basic,12,Mobile,Comedy,4.7,3.3,85.5,0.33,0.88,0,5,4,"I love the recommendations, they always match my taste.",0.2,73.0,High,20.1,2026-02-18,2026-04-25
U00997,loyal_user,46,Germany,Standard,4,Mobile,Action,15.4,5.4,171.1,0.11,0.89,6,8,7,The platform is easy to use and the content is excellent.,0.2,92.8,High,17.8,2026-01-21,2026-04-19
U00998,casual_viewer,18,Spain,Standard,30,Mobile,Thriller,5.6,3.2,105.0,0.26,0.65,2,2,4,"Great variety of shows and movies, I use it every day.",0.2,72.5,High,22.9,2026-03-13,2026-04-23
U00999,binge_watcher,21,France,Standard,12,Smart TV,Documentary,19.7,4.4,240.0,0.14,0.84,4,7,8,The platform is easy to use and the content is excellent.,0.2,94.3,High,13.7,2024-09-15,2026-04-21
U01000,low_engagement,43,Germany,Basic,3,Mobile,Documentary,2.2,1.4,94.3,0.45,0.33,0,2,4,The interface does not help me discover good content.,0.0,39.1,Low,39.5,2026-03-26,2026-04-25
U01001,loyal_user,28,Germany,Premium,9,Smart TV,Documentary,15.2,4.4,207.3,0.12,0.89,1,4,8,The platform is easy to use and the content is excellent.,0.2,96.8,High,6.0,2025-04-28,2026-04-24
U01002,binge_watcher,37,Italy,Premium,4,Laptop,Action,14.3,8.6,99.8,0.01,0.86,17,9,7,The streaming quality is great and I enjoy the interface.,0.4,88.3,High,31.1,2025-07-13,2026-04-08
U01003,casual_viewer,25,Italy,Standard,6,Mobile,Documentary,7.9,2.5,189.6,0.35,0.43,5,2,1,The platform is okay but sometimes I do not know what to watch.,0.0,59.2,Medium,37.4,2024-08-05,2026-04-20
U01004,binge_watcher,29,UK,Standard,36,Mobile,Sci-Fi,20.0,6.5,184.6,0.1,0.63,8,5,8,"Very engaging experience, I keep discovering new content.",0.2,92.8,High,21.6,2024-07-02,2026-04-17
U01005,casual_viewer,33,Germany,Standard,14,Laptop,Comedy,7.1,2.2,193.6,0.36,0.56,1,3,1,"It is fine for casual watching, nothing particularly special.",-0.2,66.4,Medium,31.0,2024-10-09,2026-04-24
U01006,casual_viewer,35,France,Premium,1,Laptop,Documentary,4.2,2.9,86.9,0.41,0.67,0,1,2,"Content is decent, but recommendations could be better.",0.0,58.2,Medium,29.1,2025-07-13,2026-04-25
U01007,casual_viewer,18,Italy,Premium,7,Tablet,Documentary,8.2,0.5,240.0,0.31,0.5,15,3,1,"It is fine for casual watching, nothing particularly special.",-0.2,48.9,Medium,61.8,2025-10-03,2026-04-10
U01008,casual_viewer,40,UK,Standard,33,Laptop,Romance,6.9,2.9,142.8,0.46,0.78,3,3,4,"Very engaging experience, I keep discovering new content.",0.2,74.0,High,28.2,2024-07-19,2026-04-22
U01009,loyal_user,20,UK,Standard,28,Smart TV,Thriller,21.8,3.3,240.0,0.08,0.82,0,6,8,"I love the recommendations, they always match my taste.",0.2,97.5,High,2.9,2025-03-30,2026-04-25
U01010,casual_viewer,22,Spain,Standard,23,Tablet,Thriller,12.9,4.1,188.8,0.27,0.56,3,2,4,This is my favorite platform for relaxing in the evening.,0.2,88.9,High,16.9,2024-10-15,2026-04-22
U01011,casual_viewer,23,Germany,Basic,27,Laptop,Thriller,6.9,1.5,240.0,0.34,0.68,0,2,7,I really like how personalized the home page feels.,0.2,70.2,High,21.7,2024-09-23,2026-04-25
U01012,casual_viewer,36,Spain,Basic,20,Smart TV,Sci-Fi,4.2,2.9,86.9,0.17,0.61,4,2,4,"It is fine for casual watching, nothing particularly special.",-0.2,66.6,Medium,33.1,2025-07-23,2026-04-21
U01013,casual_viewer,31,France,Standard,35,Smart TV,Action,7.8,3.0,156.0,0.2,0.41,5,1,1,"The interface is simple, but discovery could be improved.",0.0,69.8,Medium,29.1,2024-08-22,2026-04-20
U01014,loyal_user,45,France,Standard,11,Smart TV,Action,18.1,7.6,142.9,0.04,0.82,1,4,9,The streaming quality is great and I enjoy the interface.,0.4,99.6,High,3.0,2026-02-25,2026-04-24
U01015,low_engagement,33,Germany,Basic,25,Mobile,Thriller,4.9,0.9,240.0,0.38,0.49,2,2,3,"Some content is good, some is forgettable.",0.0,55.8,Medium,33.7,2025-04-24,2026-04-23
U01016,binge_watcher,31,UK,Basic,16,Smart TV,Thriller,28.7,7.8,220.8,0.17,0.98,7,8,15,"Very engaging experience, I keep discovering new content.",0.2,99.4,High,17.7,2025-11-13,2026-04-18
U01017,binge_watcher,30,Italy,Premium,14,Mobile,Drama,11.5,2.9,237.9,0.17,0.7,4,5,7,"Very engaging experience, I keep discovering new content.",0.2,84.1,High,19.4,2025-07-27,2026-04-21
U01018,low_engagement,18,France,Standard,36,Smart TV,Sci-Fi,2.9,2.1,82.9,0.14,0.39,0,3,5,"The experience is average, not bad but not amazing.",0.0,58.3,Medium,23.7,2024-09-13,2026-04-25
U01019,casual_viewer,37,Germany,Standard,20,Smart TV,Thriller,1.8,3.1,34.8,0.19,0.63,2,1,6,"The interface is simple, but discovery could be improved.",0.0,63.2,Medium,26.2,2025-10-30,2026-04-23
U01020,binge_watcher,36,Italy,Basic,28,Laptop,Action,14.0,7.7,109.1,0.05,0.77,5,6,6,"Amazing content library, I always find something to watch.",0.2,99.5,High,11.2,2025-06-04,2026-04-20
U01021,loyal_user,35,Spain,Basic,12,Smart TV,Thriller,14.9,3.5,240.0,0.09,0.91,12,2,8,"Amazing content library, I always find something to watch.",0.2,86.8,High,32.4,2026-03-28,2026-04-13
U01022,loyal_user,43,Spain,Basic,10,Smart TV,Romance,20.9,7.8,160.8,0.05,0.97,0,3,7,"Amazing content library, I always find something to watch.",0.2,100.0,High,1.0,2024-09-25,2026-04-25
U01023,loyal_user,30,UK,Premium,17,Laptop,Action,16.6,5.9,168.8,0.12,0.94,0,5,8,"Very engaging experience, I keep discovering new content.",0.2,100.0,High,2.4,2024-12-07,2026-04-25
U01024,casual_viewer,41,Spain,Basic,19,Laptop,Sci-Fi,11.9,3.7,193.0,0.26,0.52,1,4,2,The platform is easy to use and the content is excellent.,0.2,87.3,High,13.6,2024-12-09,2026-04-24
U01025,casual_viewer,22,France,Basic,12,Laptop,Drama,8.3,1.5,240.0,0.15,0.59,9,3,3,The platform is okay but sometimes I do not know what to watch.,0.0,63.0,Medium,39.5,2025-08-30,2026-04-16
U01026,binge_watcher,18,Italy,Premium,26,Tablet,Sci-Fi,7.5,5.4,83.3,0.16,0.86,1,5,6,"I love the recommendations, they always match my taste.",0.2,92.0,High,9.2,2024-11-02,2026-04-24
U01027,casual_viewer,28,France,Basic,19,Mobile,Documentary,7.6,3.6,126.7,0.24,0.82,1,2,2,I really like how personalized the home page feels.,0.2,84.0,High,14.8,2024-08-05,2026-04-24
U01028,binge_watcher,32,Italy,Standard,17,Smart TV,Action,13.6,3.2,240.0,0.21,0.8,0,5,8,I really like how personalized the home page feels.,0.2,93.2,High,7.6,2025-10-26,2026-04-25
U01029,low_engagement,36,Spain,Standard,31,Tablet,Thriller,4.0,2.8,85.7,0.68,0.23,1,2,1,The platform is okay but sometimes I do not know what to watch.,0.0,51.0,Medium,40.1,2026-04-03,2026-04-24
U01030,casual_viewer,18,UK,Standard,28,Smart TV,Action,8.4,4.8,105.0,0.36,0.68,2,0,6,The platform is easy to use and the content is excellent.,0.2,85.2,High,18.6,2026-01-02,2026-04-23
U01031,loyal_user,18,UK,Standard,35,Smart TV,Thriller,19.8,6.6,180.0,0.08,0.98,2,3,11,I really like how personalized the home page feels.,0.2,100.0,High,5.6,2026-02-10,2026-04-23
U01032,binge_watcher,36,Germany,Standard,26,Mobile,Comedy,13.6,1.5,240.0,0.21,0.89,1,2,6,"Amazing content library, I always find something to watch.",0.2,89.3,High,11.6,2026-01-12,2026-04-24
U01033,low_engagement,31,Spain,Standard,13,Mobile,Comedy,1.2,0.7,102.9,0.18,0.38,1,2,0,"The interface is simple, but discovery could be improved.",0.0,43.3,Medium,34.0,2025-12-07,2026-04-24
U01034,casual_viewer,42,Germany,Standard,34,Mobile,Action,3.2,3.8,50.5,0.08,0.56,5,0,5,"I use it from time to time, but not every week.",0.0,67.0,Medium,28.1,2024-06-30,2026-04-20
U01035,binge_watcher,48,Italy,Premium,17,Tablet,Comedy,20.1,7.6,158.7,0.2,0.98,0,6,8,The recommendations are surprisingly accurate.,0.2,100.0,High,4.0,2024-05-15,2026-04-25
U01036,binge_watcher,26,Spain,Basic,7,Smart TV,Sci-Fi,25.3,7.3,207.9,0.14,0.78,0,4,7,"Very engaging experience, I keep discovering new content.",0.2,95.9,High,4.8,2024-06-13,2026-04-25
U01037,binge_watcher,34,Italy,Standard,6,Smart TV,Sci-Fi,26.3,7.2,219.2,0.13,0.91,2,3,4,Excellent content selection and very smooth viewing experience.,0.4,97.2,High,8.0,2025-06-15,2026-04-23
U01038,casual_viewer,53,Spain,Standard,9,Smart TV,Romance,3.3,1.8,110.0,0.33,0.82,0,4,2,"It works fine overall, though some categories feel repetitive.",-0.2,60.5,Medium,31.4,2025-10-26,2026-04-25
U01039,casual_viewer,40,France,Basic,23,Smart TV,Romance,4.9,1.7,172.9,0.09,0.56,0,1,1,"The service is acceptable, but I am not fully engaged.",0.0,66.7,Medium,18.4,2025-03-21,2026-04-25
U01040,low_engagement,36,UK,Basic,18,Mobile,Thriller,5.5,0.5,240.0,0.68,0.43,8,3,3,The platform is okay but sometimes I do not know what to watch.,0.0,43.9,Medium,57.6,2025-10-21,2026-04-17
U01041,casual_viewer,45,Spain,Premium,28,Mobile,Sci-Fi,11.0,3.9,169.2,0.32,0.65,1,7,1,"Amazing content library, I always find something to watch.",0.2,88.8,High,14.0,2025-09-11,2026-04-24
U01042,binge_watcher,40,UK,Premium,25,Tablet,Romance,23.6,7.3,194.0,0.08,0.73,2,8,5,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,5.6,2024-12-03,2026-04-23
U01043,low_engagement,27,Spain,Standard,26,Smart TV,Action,4.1,2.5,98.4,0.08,0.38,3,4,5,"Content is decent, but recommendations could be better.",0.0,61.1,Medium,27.1,2025-08-25,2026-04-22
U01044,low_engagement,36,Spain,Standard,23,Mobile,Comedy,6.2,1.1,240.0,0.65,0.38,5,0,6,"It works fine overall, though some categories feel repetitive.",-0.2,50.6,Medium,52.7,2024-07-13,2026-04-20
U01045,casual_viewer,18,Spain,Premium,24,Mobile,Drama,5.9,2.1,168.6,0.4,0.45,11,4,3,"I use it from time to time, but not every week.",0.0,54.6,Medium,52.7,2026-04-14,2026-04-14
U01046,casual_viewer,30,Italy,Standard,20,Mobile,Comedy,7.0,3.4,123.5,0.25,0.64,0,1,7,"Very engaging experience, I keep discovering new content.",0.2,78.3,High,15.9,2024-05-16,2026-04-25
U01047,casual_viewer,34,Spain,Premium,19,Laptop,Drama,2.6,3.7,42.2,0.36,0.38,8,2,2,"There are enough shows, but I skip many before finding something.",-0.2,53.5,Medium,51.5,2026-01-05,2026-04-17
U01048,binge_watcher,46,France,Premium,8,Mobile,Romance,11.1,8.3,80.2,0.09,0.84,7,7,4,"I love the recommendations, they always match my taste.",0.2,90.8,High,20.4,2025-03-26,2026-04-18
U01049,low_engagement,40,Germany,Basic,5,Laptop,Documentary,0.7,1.2,35.0,0.53,0.2,17,1,1,The content library feels boring and limited.,-0.4,21.1,Low,85.1,2025-02-26,2026-04-08
U01050,binge_watcher,27,Germany,Standard,21,Mobile,Documentary,16.0,7.0,137.1,0.15,0.85,0,7,10,I really like how personalized the home page feels.,0.2,100.0,High,3.0,2024-10-13,2026-04-25
U01051,binge_watcher,37,France,Standard,16,Laptop,Documentary,20.7,2.6,240.0,0.06,0.79,4,5,7,This is my favorite platform for relaxing in the evening.,0.2,89.0,High,14.7,2024-09-11,2026-04-21
U01052,loyal_user,24,Italy,Basic,22,Smart TV,Romance,20.4,8.6,142.3,0.01,0.92,4,4,5,The platform is easy to use and the content is excellent.,0.2,100.0,High,8.2,2025-01-18,2026-04-21
U01053,casual_viewer,37,France,Basic,17,Mobile,Drama,9.5,2.6,219.2,0.39,0.56,2,1,5,The streaming quality is great and I enjoy the interface.,0.4,74.2,High,24.7,2026-04-05,2026-04-23
U01054,casual_viewer,31,Spain,Standard,15,Smart TV,Comedy,8.0,3.2,150.0,0.26,0.7,0,0,3,"Great variety of shows and movies, I use it every day.",0.2,78.9,High,15.7,2026-02-09,2026-04-25
U01055,loyal_user,33,Italy,Standard,36,Laptop,Comedy,17.7,4.9,216.7,0.14,0.9,2,5,9,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,6.8,2025-11-12,2026-04-23
U01056,binge_watcher,32,France,Basic,16,Laptop,Romance,27.9,6.4,240.0,0.13,0.9,2,4,8,The recommendations are surprisingly accurate.,0.2,100.0,High,6.6,2026-01-20,2026-04-23
U01057,low_engagement,44,UK,Standard,9,Smart TV,Comedy,3.7,2.3,96.5,0.56,0.14,4,0,1,There is not enough fresh content for me.,0.0,39.8,Low,49.3,2024-12-17,2026-04-21
U01058,binge_watcher,19,France,Standard,16,Mobile,Romance,16.4,5.6,175.7,0.13,0.96,0,3,5,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,2.6,2024-06-25,2026-04-25
U01059,casual_viewer,24,UK,Standard,11,Mobile,Action,4.3,2.9,89.0,0.25,0.45,4,4,2,"It is fine for casual watching, nothing particularly special.",-0.2,57.1,Medium,39.5,2025-11-16,2026-04-21
U01060,casual_viewer,47,France,Standard,18,Smart TV,Drama,7.5,5.0,90.0,0.3,0.78,0,3,3,I really like how personalized the home page feels.,0.2,87.8,High,12.1,2025-09-27,2026-04-25
U01061,low_engagement,25,Germany,Basic,33,Mobile,Action,3.6,1.1,196.4,0.4,0.46,3,3,3,"Some content is good, some is forgettable.",0.0,51.5,Medium,38.2,2024-10-19,2026-04-22
U01062,casual_viewer,48,Spain,Basic,4,Mobile,Comedy,9.4,3.5,161.1,0.14,0.48,2,1,3,The streaming quality is great and I enjoy the interface.,0.4,72.8,High,20.4,2025-08-25,2026-04-23
U01063,loyal_user,31,France,Premium,20,Smart TV,Drama,14.9,6.5,137.5,0.08,0.76,1,5,9,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,3.6,2024-09-17,2026-04-24
U01064,binge_watcher,28,Germany,Basic,34,Laptop,Sci-Fi,20.3,8.3,146.7,0.09,0.69,3,6,9,The platform is easy to use and the content is excellent.,0.2,98.5,High,8.6,2026-03-01,2026-04-22
U01065,casual_viewer,30,France,Premium,13,Mobile,Comedy,4.6,2.6,106.2,0.28,0.68,2,4,2,"It is fine for casual watching, nothing particularly special.",-0.2,64.6,Medium,32.3,2026-01-26,2026-04-23
U01066,binge_watcher,21,UK,Basic,33,Smart TV,Comedy,15.6,4.7,199.1,0.1,0.96,0,4,5,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,2.0,2025-10-03,2026-04-25
U01067,binge_watcher,26,France,Basic,29,Mobile,Drama,17.2,3.6,240.0,0.02,0.93,5,0,9,"Very engaging experience, I keep discovering new content.",0.2,98.4,High,11.2,2025-11-02,2026-04-20
U01068,binge_watcher,27,Spain,Basic,19,Mobile,Romance,21.7,5.5,236.7,0.02,0.85,0,4,6,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,0.4,2024-12-27,2026-04-25
U01069,casual_viewer,34,France,Premium,17,Smart TV,Thriller,12.3,4.6,160.4,0.4,0.76,0,2,2,The streaming quality is great and I enjoy the interface.,0.4,94.9,High,10.5,2025-03-14,2026-04-25
U01070,casual_viewer,18,Germany,Premium,4,Mobile,Documentary,7.2,2.1,205.7,0.03,0.62,0,3,2,"There are enough shows, but I skip many before finding something.",-0.2,68.4,Medium,21.4,2026-01-22,2026-04-25
U01071,binge_watcher,27,UK,Standard,23,Smart TV,Romance,17.7,8.8,120.7,0.2,0.88,2,4,7,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,8.0,2025-10-18,2026-04-23
U01072,low_engagement,27,Germany,Standard,34,Laptop,Comedy,0.5,1.7,17.6,0.4,0.55,9,1,5,"The interface is simple, but discovery could be improved.",0.0,43.6,Medium,54.2,2025-10-16,2026-04-16
U01073,loyal_user,49,France,Standard,16,Laptop,Documentary,4.2,2.2,114.5,0.04,0.87,11,4,6,"There are enough shows, but I skip many before finding something.",-0.2,64.6,Medium,45.5,2025-01-30,2026-04-14
U01074,binge_watcher,49,Spain,Standard,7,Laptop,Documentary,26.7,4.9,240.0,0.01,0.77,2,8,8,"Very engaging experience, I keep discovering new content.",0.2,95.6,High,6.4,2025-07-24,2026-04-23
U01075,casual_viewer,36,France,Basic,11,Mobile,Sci-Fi,3.6,3.5,61.7,0.1,0.62,1,2,3,"It works fine overall, though some categories feel repetitive.",-0.2,66.7,Medium,25.6,2024-05-12,2026-04-24
U01076,binge_watcher,18,France,Basic,24,Laptop,Romance,16.6,8.7,114.5,0.06,0.87,4,8,6,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,9.2,2024-06-10,2026-04-21
U01077,loyal_user,30,UK,Premium,16,Laptop,Comedy,12.2,3.5,209.1,0.1,0.85,0,4,7,Excellent content selection and very smooth viewing experience.,0.4,96.8,High,3.6,2024-08-30,2026-04-25
U01078,binge_watcher,39,UK,Standard,17,Laptop,Action,19.3,6.0,193.0,0.09,0.79,3,5,8,"I love the recommendations, they always match my taste.",0.2,99.5,High,8.1,2025-03-25,2026-04-22
U01079,low_engagement,44,UK,Standard,34,Smart TV,Thriller,0.5,0.7,42.9,0.72,0.71,0,1,1,"It is fine for casual watching, nothing particularly special.",-0.2,46.0,Medium,46.4,2024-10-24,2026-04-25
U01080,loyal_user,30,Germany,Standard,34,Smart TV,Romance,26.1,3.6,240.0,0.12,0.74,0,6,8,"Amazing content library, I always find something to watch.",0.2,96.1,High,4.4,2025-08-27,2026-04-25
U01081,casual_viewer,22,Spain,Standard,28,Laptop,Documentary,8.7,2.3,227.0,0.14,0.4,3,1,2,"Great variety of shows and movies, I use it every day.",0.2,71.5,High,23.1,2025-03-17,2026-04-22
U01082,binge_watcher,44,France,Premium,13,Laptop,Thriller,19.4,8.7,133.8,0.12,0.8,0,5,9,The recommendations are surprisingly accurate.,0.2,99.7,High,2.5,2024-09-18,2026-04-25
U01083,loyal_user,26,UK,Standard,10,Mobile,Sci-Fi,17.5,5.9,178.0,0.13,0.83,2,6,13,"Amazing content library, I always find something to watch.",0.2,97.2,High,8.0,2025-11-26,2026-04-23
U01084,casual_viewer,18,Germany,Standard,10,Mobile,Drama,7.4,3.1,143.2,0.25,0.54,0,2,1,The platform is easy to use and the content is excellent.,0.2,70.7,High,19.6,2025-11-05,2026-04-25
U01085,casual_viewer,29,Italy,Standard,16,Mobile,Action,6.4,3.2,120.0,0.36,0.32,6,1,1,"It works fine overall, though some categories feel repetitive.",-0.2,59.6,Medium,44.4,2026-03-13,2026-04-19
U01086,loyal_user,38,France,Standard,30,Tablet,Documentary,11.7,6.4,109.7,0.13,0.93,1,2,9,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,4.6,2025-10-01,2026-04-24
U01087,loyal_user,48,Italy,Standard,17,Mobile,Thriller,12.9,3.0,240.0,0.05,0.72,5,10,10,"Amazing content library, I always find something to watch.",0.2,88.8,High,16.6,2025-08-04,2026-04-20
U01088,casual_viewer,25,France,Standard,4,Mobile,Comedy,5.3,4.4,72.3,0.17,0.8,4,3,8,"Great variety of shows and movies, I use it every day.",0.2,72.1,High,25.4,2025-03-24,2026-04-21
U01089,casual_viewer,48,Germany,Standard,22,Smart TV,Sci-Fi,7.6,3.0,152.0,0.28,0.6,3,2,1,The recommendations are surprisingly accurate.,0.2,74.4,High,24.4,2025-05-27,2026-04-22
U01090,casual_viewer,39,Spain,Premium,19,Mobile,Thriller,4.9,3.7,79.5,0.16,0.54,1,0,5,The recommendations are surprisingly accurate.,0.2,71.8,High,19.3,2025-01-11,2026-04-24
U01091,casual_viewer,40,France,Standard,12,Tablet,Thriller,7.4,3.7,120.0,0.24,0.6,2,2,4,"Amazing content library, I always find something to watch.",0.2,74.1,High,21.8,2024-09-01,2026-04-23
U01092,casual_viewer,37,Germany,Premium,29,Laptop,Sci-Fi,0.5,4.3,10.0,0.2,0.52,1,2,2,"Content is decent, but recommendations could be better.",0.0,62.7,Medium,24.6,2025-02-25,2026-04-24
U01093,loyal_user,31,Italy,Premium,30,Mobile,Action,20.2,2.8,240.0,0.14,0.86,5,4,9,"Amazing content library, I always find something to watch.",0.2,91.6,High,17.0,2024-08-31,2026-04-20
U01094,low_engagement,18,France,Premium,32,Laptop,Sci-Fi,3.7,1.9,116.8,0.46,0.48,7,3,4,"Content is decent, but recommendations could be better.",0.0,51.4,Medium,47.5,2024-09-26,2026-04-18
U01095,loyal_user,27,France,Standard,21,Laptop,Thriller,20.5,4.2,240.0,0.17,0.82,8,7,10,The streaming quality is great and I enjoy the interface.,0.4,93.3,High,22.8,2024-10-24,2026-04-17
U01096,casual_viewer,37,Germany,Premium,13,Mobile,Comedy,7.1,4.8,88.8,0.09,0.43,5,2,3,The streaming quality is great and I enjoy the interface.,0.4,73.8,High,24.9,2025-03-29,2026-04-20
U01097,casual_viewer,33,Germany,Standard,6,Mobile,Romance,9.6,3.4,169.4,0.23,0.59,20,5,1,"The service is acceptable, but I am not fully engaged.",0.0,66.9,Medium,46.1,2024-08-10,2026-04-05
U01098,low_engagement,19,France,Basic,25,Mobile,Documentary,1.3,1.2,65.0,0.25,0.33,6,0,4,"It works fine overall, though some categories feel repetitive.",-0.2,42.8,Medium,50.6,2025-07-17,2026-04-19
U01099,binge_watcher,35,Italy,Premium,18,Laptop,Documentary,19.8,10.2,116.5,0.1,0.78,9,7,9,"Amazing content library, I always find something to watch.",0.2,94.8,High,22.6,2024-08-10,2026-04-16
U01100,low_engagement,45,Germany,Premium,32,Tablet,Romance,0.8,0.9,53.3,0.6,0.14,1,2,4,I cannot find anything interesting anymore.,0.0,34.3,Low,46.9,2025-03-16,2026-04-24
U01101,loyal_user,21,Italy,Standard,35,Mobile,Comedy,13.3,4.0,199.5,0.06,0.83,2,9,7,"I love the recommendations, they always match my taste.",0.2,99.2,High,5.6,2024-12-25,2026-04-23
U01102,casual_viewer,22,Spain,Standard,13,Laptop,Comedy,5.3,4.4,72.3,0.23,0.59,5,3,2,The platform is okay but sometimes I do not know what to watch.,0.0,69.7,Medium,29.8,2025-05-15,2026-04-20
U01103,loyal_user,26,Spain,Standard,19,Smart TV,Thriller,10.5,2.9,217.2,0.17,0.98,14,2,7,The streaming quality is great and I enjoy the interface.,0.4,84.3,High,36.2,2025-07-12,2026-04-11
U01104,binge_watcher,26,Germany,Standard,15,Smart TV,Thriller,22.3,8.7,153.8,0.16,0.76,1,2,13,"Great variety of shows and movies, I use it every day.",0.2,98.3,High,6.1,2025-09-04,2026-04-24
U01105,loyal_user,25,Spain,Basic,25,Laptop,Action,12.6,4.7,160.9,0.19,0.98,0,8,6,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,3.8,2025-06-01,2026-04-25
U01106,binge_watcher,35,Germany,Standard,26,Mobile,Comedy,15.1,4.9,184.9,0.12,0.81,0,3,9,"Amazing content library, I always find something to watch.",0.2,100.0,High,2.4,2024-07-03,2026-04-25
U01107,loyal_user,32,Italy,Basic,7,Smart TV,Drama,21.6,3.0,240.0,0.05,0.85,0,10,9,This is my favorite platform for relaxing in the evening.,0.2,91.0,High,5.5,2025-09-21,2026-04-25
U01108,binge_watcher,32,Germany,Basic,29,Smart TV,Thriller,18.1,6.5,167.1,0.19,0.69,1,6,8,This is my favorite platform for relaxing in the evening.,0.2,98.6,High,6.5,2024-11-13,2026-04-24
U01109,casual_viewer,18,Spain,Basic,7,Laptop,Thriller,3.6,3.3,65.5,0.2,0.48,14,4,4,The platform is okay but sometimes I do not know what to watch.,0.0,49.7,Medium,54.1,2024-11-14,2026-04-11
U01110,low_engagement,40,Italy,Standard,12,Mobile,Thriller,2.7,1.3,124.6,0.4,0.18,1,3,3,"Content is decent, but recommendations could be better.",0.0,40.6,Medium,39.7,2025-06-11,2026-04-24
U01111,binge_watcher,24,UK,Standard,26,Smart TV,Romance,21.8,2.2,240.0,0.05,0.82,1,4,4,Excellent content selection and very smooth viewing experience.,0.4,92.8,High,6.6,2025-12-08,2026-04-24
U01112,loyal_user,34,UK,Standard,8,Mobile,Thriller,17.6,3.8,240.0,0.1,0.85,8,5,7,"Amazing content library, I always find something to watch.",0.2,87.5,High,24.2,2026-03-27,2026-04-17
U01113,binge_watcher,36,Italy,Standard,1,Mobile,Action,22.9,4.4,240.0,0.2,0.73,2,7,8,"Very engaging experience, I keep discovering new content.",0.2,86.8,High,14.6,2026-02-25,2026-04-23
U01114,low_engagement,40,France,Standard,30,Mobile,Action,0.5,2.1,14.3,0.33,0.19,9,2,0,The interface does not help me discover good content.,0.0,37.2,Low,56.0,2026-03-05,2026-04-16
U01115,low_engagement,30,Italy,Standard,18,Smart TV,Comedy,2.7,1.3,124.6,0.5,0.27,2,0,0,"There are enough shows, but I skip many before finding something.",-0.2,43.6,Medium,47.2,2025-04-13,2026-04-23
U01116,loyal_user,34,Germany,Standard,29,Smart TV,Thriller,13.8,6.5,127.4,0.15,0.87,1,6,9,The recommendations are surprisingly accurate.,0.2,100.0,High,5.0,2025-03-15,2026-04-24
U01117,binge_watcher,29,France,Premium,25,Mobile,Romance,26.5,4.4,240.0,0.07,0.81,2,5,10,"I love the recommendations, they always match my taste.",0.2,100.0,High,5.4,2025-08-21,2026-04-23
U01118,low_engagement,29,Germany,Standard,24,Smart TV,Comedy,2.1,1.9,66.3,0.8,0.29,0,1,4,"The service is acceptable, but I am not fully engaged.",0.0,43.1,Medium,44.5,2025-01-24,2026-04-25
U01119,loyal_user,36,Germany,Standard,22,Smart TV,Action,13.1,2.4,240.0,0.12,0.83,1,6,7,"Amazing content library, I always find something to watch.",0.2,92.8,High,8.0,2024-10-08,2026-04-24
U01120,casual_viewer,43,Spain,Standard,20,Smart TV,Comedy,5.3,1.6,198.7,0.48,0.89,5,4,4,"It works fine overall, though some categories feel repetitive.",-0.2,65.7,Medium,41.8,2025-08-04,2026-04-20
U01121,loyal_user,26,France,Basic,33,Smart TV,Romance,6.6,4.4,90.0,0.1,0.95,3,4,7,The streaming quality is great and I enjoy the interface.,0.4,88.9,High,13.5,2026-03-28,2026-04-22
U01122,loyal_user,40,France,Basic,2,Smart TV,Documentary,11.0,1.7,240.0,0.01,0.96,5,4,5,The platform is easy to use and the content is excellent.,0.2,80.1,High,20.2,2024-09-17,2026-04-20
U01123,loyal_user,40,Italy,Standard,28,Smart TV,Thriller,12.4,4.7,158.3,0.2,0.74,1,3,8,"Very engaging experience, I keep discovering new content.",0.2,98.5,High,6.8,2024-07-02,2026-04-24
U01124,low_engagement,28,Italy,Basic,5,Tablet,Action,3.2,1.7,112.9,0.48,0.36,0,1,1,"There are enough shows, but I skip many before finding something.",-0.2,44.1,Medium,42.6,2024-06-27,2026-04-25
U01125,loyal_user,40,UK,Basic,4,Mobile,Documentary,17.1,2.0,240.0,0.08,0.81,3,8,10,"I love the recommendations, they always match my taste.",0.2,81.6,High,16.8,2024-05-27,2026-04-22
U01126,low_engagement,26,Germany,Premium,18,Tablet,Drama,4.1,1.1,223.6,0.76,0.05,5,8,1,The content library feels boring and limited.,-0.4,34.5,Low,68.0,2024-07-02,2026-04-20
U01127,binge_watcher,33,UK,Standard,8,Mobile,Action,17.3,3.0,240.0,0.08,0.74,6,8,10,"I love the recommendations, they always match my taste.",0.2,83.5,High,21.9,2025-09-08,2026-04-19
U01128,casual_viewer,44,UK,Basic,36,Mobile,Comedy,5.4,3.8,85.3,0.47,0.57,9,1,3,"There are enough shows, but I skip many before finding something.",-0.2,63.7,Medium,50.5,2024-04-26,2026-04-16
U01129,casual_viewer,49,Spain,Premium,33,Smart TV,Romance,5.3,3.1,102.6,0.22,0.76,3,2,2,Excellent content selection and very smooth viewing experience.,0.4,74.0,High,23.4,2025-04-05,2026-04-22
U01130,low_engagement,43,Spain,Standard,36,Tablet,Thriller,1.5,2.9,31.0,0.42,0.54,0,0,7,"I use it from time to time, but not every week.",0.0,57.6,Medium,29.6,2025-08-10,2026-04-25
U01131,loyal_user,45,Germany,Standard,23,Smart TV,Action,15.1,4.4,205.9,0.08,0.82,13,7,8,The streaming quality is great and I enjoy the interface.,0.4,91.9,High,30.6,2024-06-01,2026-04-12
U01132,binge_watcher,41,UK,Standard,32,Laptop,Sci-Fi,23.5,5.0,240.0,0.05,0.89,0,6,7,Excellent content selection and very smooth viewing experience.,0.4,100.0,High,1.0,2024-09-04,2026-04-25
U01133,low_engagement,50,France,Basic,25,Laptop,Drama,1.0,3.2,18.8,0.33,0.27,5,1,5,"Some content is good, some is forgettable.",0.0,48.1,Medium,42.6,2024-06-16,2026-04-20
U01134,low_engagement,29,Spain,Premium,24,Laptop,Thriller,2.7,1.3,124.6,0.27,0.07,3,3,0,"Some content is good, some is forgettable.",0.0,42.2,Medium,40.3,2024-07-02,2026-04-22
U01135,casual_viewer,31,UK,Basic,23,Tablet,Sci-Fi,8.2,3.2,153.7,0.25,0.72,9,1,3,The streaming quality is great and I enjoy the interface.,0.4,75.3,High,35.4,2025-06-24,2026-04-16
U01136,low_engagement,39,France,Basic,29,Mobile,Romance,5.1,1.5,204.0,0.43,0.52,2,4,4,"I use it from time to time, but not every week.",0.0,58.7,Medium,33.2,2026-02-19,2026-04-23
U01137,binge_watcher,40,Spain,Standard,32,Smart TV,Comedy,16.8,5.9,170.8,0.07,0.82,10,3,6,I really like how personalized the home page feels.,0.2,96.5,High,23.1,2025-07-16,2026-04-15
U01138,casual_viewer,32,Spain,Standard,11,Laptop,Comedy,4.4,3.3,80.0,0.18,0.55,0,2,2,"The experience is average, not bad but not amazing.",0.0,65.8,Medium,20.7,2025-11-23,2026-04-25
U01139,binge_watcher,40,Italy,Standard,25,Laptop,Sci-Fi,18.5,7.0,158.6,0.06,0.78,6,4,15,"I love the recommendations, they always match my taste.",0.2,98.8,High,13.8,2024-08-19,2026-04-19
U01140,binge_watcher,49,Spain,Premium,12,Smart TV,Documentary,13.8,6.9,120.0,0.2,0.95,6,9,6,The platform is easy to use and the content is excellent.,0.2,97.0,High,17.5,2026-03-30,2026-04-19
U01141,casual_viewer,33,Germany,Premium,21,Smart TV,Romance,6.2,0.5,240.0,0.19,0.72,12,1,0,"There are enough shows, but I skip many before finding something.",-0.2,58.0,Medium,53.8,2025-08-03,2026-04-13
U01142,casual_viewer,38,Germany,Basic,24,Laptop,Documentary,15.8,4.8,197.5,0.26,0.64,1,1,3,Excellent content selection and very smooth viewing experience.,0.4,95.5,High,9.4,2026-03-20,2026-04-24
U01143,low_engagement,18,UK,Standard,16,Laptop,Sci-Fi,4.5,2.1,128.6,0.33,0.24,0,0,3,"The experience is average, not bad but not amazing.",0.0,53.7,Medium,29.8,2025-05-09,2026-04-25
U01144,casual_viewer,40,Italy,Standard,12,Laptop,Romance,3.8,4.4,51.8,0.25,0.59,0,0,6,"Some content is good, some is forgettable.",0.0,69.1,Medium,20.5,2024-07-11,2026-04-25
U01145,low_engagement,18,Germany,Basic,1,Mobile,Thriller,0.5,0.5,60.0,0.42,0.31,6,2,2,"The platform used to be better, now it feels repetitive.",-0.2,25.4,Low,62.7,2024-11-22,2026-04-19
U01146,low_engagement,39,Italy,Premium,10,Mobile,Comedy,4.0,3.1,77.4,0.15,0.36,1,1,3,"Some content is good, some is forgettable.",0.0,58.3,Medium,25.9,2025-10-22,2026-04-24
U01147,loyal_user,36,France,Standard,36,Mobile,Comedy,11.2,3.5,192.0,0.09,0.73,4,4,8,This is my favorite platform for relaxing in the evening.,0.2,90.7,High,14.4,2025-12-15,2026-04-21
U01148,loyal_user,38,Spain,Basic,33,Mobile,Romance,25.1,7.0,215.1,0.04,0.82,6,3,11,The recommendations are surprisingly accurate.,0.2,100.0,High,12.8,2025-10-20,2026-04-19
U01149,casual_viewer,32,Spain,Basic,11,Tablet,Romance,7.0,2.0,210.0,0.21,0.57,6,2,2,"Content is decent, but recommendations could be better.",0.0,62.3,Medium,35.1,2025-09-10,2026-04-19
U01150,loyal_user,38,Italy,Standard,6,Mobile,Comedy,10.0,5.3,113.2,0.08,0.9,0,7,9,The streaming quality is great and I enjoy the interface.,0.4,94.3,High,4.5,2025-02-19,2026-04-25
U01151,binge_watcher,18,Spain,Premium,17,Mobile,Thriller,20.4,2.9,240.0,0.14,0.98,1,6,6,I really like how personalized the home page feels.,0.2,96.7,High,6.4,2025-08-02,2026-04-24
U01152,loyal_user,37,Spain,Basic,28,Laptop,Sci-Fi,11.5,3.1,222.6,0.01,0.87,4,7,6,This is my favorite platform for relaxing in the evening.,0.2,94.5,High,10.9,2025-12-26,2026-04-21
U01153,loyal_user,35,France,Basic,28,Laptop,Documentary,25.5,1.6,240.0,0.13,0.88,1,8,7,"Amazing content library, I always find something to watch.",0.2,90.7,High,9.2,2024-09-08,2026-04-24
U01154,low_engagement,55,France,Premium,25,Smart TV,Sci-Fi,0.5,3.1,10.0,0.31,0.51,0,1,3,"I use it from time to time, but not every week.",0.0,56.8,Medium,27.8,2025-10-08,2026-04-25
U01155,casual_viewer,35,France,Standard,11,Laptop,Sci-Fi,6.6,1.2,240.0,0.2,0.45,9,0,5,"It is fine for casual watching, nothing particularly special.",-0.2,52.8,Medium,50.6,2024-10-30,2026-04-16
U01156,casual_viewer,18,Germany,Basic,9,Smart TV,Comedy,8.8,5.4,97.8,0.08,0.5,4,3,3,"I love the recommendations, they always match my taste.",0.2,79.6,High,19.8,2025-11-22,2026-04-21
U01157,casual_viewer,49,Italy,Basic,28,Mobile,Action,5.6,2.1,160.0,0.27,0.54,1,3,2,"The interface is simple, but discovery could be improved.",0.0,66.0,Medium,24.4,2025-03-02,2026-04-24
U01158,binge_watcher,32,Germany,Standard,7,Laptop,Sci-Fi,18.1,5.7,190.5,0.1,0.85,3,6,7,The platform is easy to use and the content is excellent.,0.2,95.8,High,10.1,2025-06-06,2026-04-22
U01159,low_engagement,24,Italy,Premium,5,Laptop,Thriller,3.0,0.5,240.0,0.4,0.3,5,0,3,The recommendations are bad and repetitive.,-0.4,34.5,Low,60.8,2024-12-12,2026-04-20
U01160,loyal_user,35,Italy,Premium,35,Laptop,Comedy,7.6,3.7,123.2,0.1,0.81,11,3,8,I really like how personalized the home page feels.,0.2,78.8,High,34.6,2024-07-15,2026-04-14
U01161,binge_watcher,53,France,Basic,30,Laptop,Drama,30.0,5.9,240.0,0.1,0.71,5,3,7,This is my favorite platform for relaxing in the evening.,0.2,97.2,High,13.4,2025-07-19,2026-04-20
U01162,loyal_user,40,Italy,Premium,13,Smart TV,Action,20.9,2.4,240.0,0.09,0.98,5,8,7,"Amazing content library, I always find something to watch.",0.2,90.2,High,16.7,2025-11-14,2026-04-20
U01163,casual_viewer,18,France,Premium,5,Laptop,Documentary,5.1,2.6,117.7,0.15,0.7,3,0,3,"It works fine overall, though some categories feel repetitive.",-0.2,63.5,Medium,32.2,2024-08-04,2026-04-22
U01164,loyal_user,25,Germany,Standard,2,Mobile,Documentary,17.8,3.8,240.0,0.12,0.89,2,6,10,Excellent content selection and very smooth viewing experience.,0.4,90.1,High,11.4,2025-02-10,2026-04-23
U01165,binge_watcher,26,Germany,Standard,18,Smart TV,Documentary,14.4,8.0,108.0,0.13,0.9,0,6,8,"I love the recommendations, they always match my taste.",0.2,100.0,High,2.6,2026-03-18,2026-04-25
U01166,binge_watcher,19,Italy,Basic,8,Laptop,Sci-Fi,11.0,8.1,81.5,0.16,0.78,0,5,4,I really like how personalized the home page feels.,0.2,93.6,High,6.4,2026-04-11,2026-04-25
U01167,loyal_user,35,UK,Premium,8,Tablet,Comedy,15.5,3.7,240.0,0.04,0.94,2,6,8,"Very engaging experience, I keep discovering new content.",0.2,95.1,High,7.3,2026-04-07,2026-04-23
U01168,binge_watcher,53,France,Standard,35,Mobile,Romance,15.8,4.4,215.5,0.15,0.75,0,2,13,"Very engaging experience, I keep discovering new content.",0.2,99.1,High,3.5,2025-09-06,2026-04-25
U01169,casual_viewer,46,Spain,Standard,31,Mobile,Romance,3.4,3.3,61.8,0.32,0.64,0,0,2,"There are enough shows, but I skip many before finding something.",-0.2,67.9,Medium,27.4,2025-12-14,2026-04-25
U01170,casual_viewer,46,Germany,Standard,24,Tablet,Drama,3.0,2.4,75.0,0.32,0.7,6,1,6,"Some content is good, some is forgettable.",0.0,60.0,Medium,38.4,2024-08-31,2026-04-19
U01171,low_engagement,32,Italy,Standard,22,Smart TV,Comedy,2.0,1.9,63.2,0.2,0.66,2,2,4,"Content is decent, but recommendations could be better.",0.0,59.5,Medium,28.2,2026-03-10,2026-04-23
U01172,low_engagement,24,Spain,Standard,10,Laptop,Comedy,4.3,2.5,103.2,0.38,0.59,1,1,2,"I use it from time to time, but not every week.",0.0,59.0,Medium,30.1,2024-11-09,2026-04-24
U01173,casual_viewer,50,UK,Premium,30,Mobile,Sci-Fi,7.6,1.8,240.0,0.35,0.76,3,4,0,I really like how personalized the home page feels.,0.2,72.6,High,26.7,2025-02-05,2026-04-22
U01174,casual_viewer,46,Italy,Standard,5,Laptop,Romance,4.4,1.9,138.9,0.18,0.91,1,2,3,"The interface is simple, but discovery could be improved.",0.0,65.4,Medium,22.9,2024-12-10,2026-04-24
U01175,loyal_user,46,Italy,Premium,6,Smart TV,Comedy,5.5,6.5,50.8,0.1,0.88,2,6,9,The platform is easy to use and the content is excellent.,0.2,80.7,High,15.6,2025-03-08,2026-04-23
U01176,casual_viewer,42,Italy,Standard,20,Tablet,Drama,0.5,4.2,10.0,0.43,0.55,2,0,2,"The experience is average, not bad but not amazing.",0.0,58.8,Medium,33.2,2025-12-12,2026-04-23
U01177,casual_viewer,39,France,Standard,17,Mobile,Action,10.2,2.2,240.0,0.2,0.54,4,0,3,"Amazing content library, I always find something to watch.",0.2,75.1,High,24.5,2024-11-25,2026-04-21
U01178,low_engagement,48,France,Premium,22,Smart TV,Action,5.5,1.0,240.0,0.21,0.4,0,2,2,"The interface is simple, but discovery could be improved.",0.0,59.6,Medium,24.4,2024-04-27,2026-04-25
U01179,low_engagement,25,France,Basic,4,Smart TV,Romance,2.5,2.0,75.0,0.28,0.33,3,2,0,"It is fine for casual watching, nothing particularly special.",-0.2,42.9,Medium,45.1,2024-07-09,2026-04-22
U01180,binge_watcher,32,UK,Standard,26,Mobile,Comedy,10.2,4.7,130.2,0.05,0.7,2,7,12,"Amazing content library, I always find something to watch.",0.2,94.5,High,7.8,2026-03-07,2026-04-23
U01181,loyal_user,18,France,Premium,13,Laptop,Sci-Fi,20.6,5.7,216.8,0.18,0.95,0,4,2,"Great variety of shows and movies, I use it every day.",0.2,100.0,High,3.6,2024-06-25,2026-04-25
U01182,low_engagement,18,France,Basic,36,Mobile,Thriller,2.5,1.0,150.0,0.44,0.45,3,2,2,The platform is okay but sometimes I do not know what to watch.,0.0,47.5,Medium,41.0,2024-05-19,2026-04-22
U01183,casual_viewer,34,Germany,Premium,33,Tablet,Drama,5.6,3.7,90.8,0.35,0.63,2,5,1,This is my favorite platform for relaxing in the evening.,0.2,72.7,High,24.6,2025-04-01,2026-04-23
U01184,casual_viewer,20,UK,Standard,19,Smart TV,Drama,12.9,1.0,240.0,0.37,0.53,4,3,1,The streaming quality is great and I enjoy the interface.,0.4,73.0,High,28.9,2024-12-26,2026-04-21
U01185,low_engagement,40,Italy,Standard,34,Smart TV,Romance,0.5,0.6,50.0,0.53,0.05,2,1,4,I open the app but leave quickly because nothing attracts me.,-0.2,30.4,Low,54.4,2024-05-14,2026-04-23
U01186,binge_watcher,18,France,Standard,27,Laptop,Romance,17.4,3.6,240.0,0.05,0.78,0,8,7,The streaming quality is great and I enjoy the interface.,0.4,98.2,High,1.9,2025-02-19,2026-04-25
U01187,loyal_user,26,France,Standard,24,Smart TV,Romance,13.5,6.3,128.6,0.14,0.94,0,2,5,The recommendations are surprisingly accurate.,0.2,100.0,High,2.8,2025-07-23,2026-04-25
U01188,casual_viewer,29,UK,Premium,32,Smart TV,Sci-Fi,9.6,1.4,240.0,0.31,0.68,0,2,2,The platform is easy to use and the content is excellent.,0.2,77.0,High,17.7,2025-02-21,2026-04-25
U01189,binge_watcher,26,France,Basic,14,Mobile,Thriller,12.0,6.7,107.5,0.17,0.7,6,5,8,The recommendations are surprisingly accurate.,0.2,92.2,High,19.3,2024-08-01,2026-04-19
U01190,loyal_user,29,Spain,Standard,25,Smart TV,Drama,19.7,3.3,240.0,0.14,0.98,7,4,12,"Great variety of shows and movies, I use it every day.",0.2,95.0,High,19.3,2026-01-07,2026-04-18
U01191,binge_watcher,27,Italy,Basic,7,Tablet,Documentary,21.5,8.2,157.3,0.2,0.98,0,3,5,"Amazing content library, I always find something to watch.",0.2,100.0,High,4.0,2025-10-03,2026-04-25
U01192,low_engagement,32,Spain,Standard,22,Laptop,Thriller,1.8,0.9,120.0,0.56,0.71,0,3,8,"Some content is good, some is forgettable.",0.0,52.5,Medium,35.0,2025-10-01,2026-04-25
U01193,loyal_user,46,Germany,Basic,10,Mobile,Comedy,12.6,4.9,154.3,0.04,0.72,9,5,8,The streaming quality is great and I enjoy the interface.,0.4,89.8,High,23.9,2025-11-12,2026-04-16
U01194,binge_watcher,31,UK,Premium,5,Mobile,Drama,25.7,9.1,169.5,0.18,0.94,0,4,7,This is my favorite platform for relaxing in the evening.,0.2,98.3,High,4.5,2025-09-25,2026-04-25
U01195,loyal_user,22,Germany,Basic,5,Mobile,Romance,8.8,1.8,240.0,0.08,0.95,2,6,4,I really like how personalized the home page feels.,0.2,77.7,High,16.8,2025-08-28,2026-04-23
U01196,casual_viewer,28,France,Basic,18,Laptop,Drama,3.6,1.6,135.0,0.29,0.57,2,0,5,"Content is decent, but recommendations could be better.",0.0,57.7,Medium,30.9,2026-01-02,2026-04-23
U01197,loyal_user,46,UK,Premium,19,Laptop,Thriller,12.5,5.6,133.9,0.13,0.98,3,3,10,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,8.6,2025-11-24,2026-04-22
U01198,low_engagement,31,UK,Standard,34,Laptop,Drama,3.3,2.3,86.1,0.33,0.34,0,1,2,"Content is decent, but recommendations could be better.",0.0,56.0,Medium,28.6,2026-01-12,2026-04-25
U01199,binge_watcher,37,Italy,Standard,22,Mobile,Comedy,23.2,5.2,240.0,0.19,0.94,0,6,6,This is my favorite platform for relaxing in the evening.,0.2,100.0,High,3.8,2025-06-26,2026-04-25
U01200,binge_watcher,31,Germany,Standard,1,Laptop,Comedy,16.2,3.1,240.0,0.14,0.85,8,6,9,"I love the recommendations, they always match my taste.",0.2,80.6,High,28.5,2026-01-13,2026-04-17