Review_ID,Product_Category,Rating,Review_Text,Sentiment_Label,Review_Length_Chars,Date_Year,Reviewer_Location,Purchase_Verified,Upvotes
R1001,Electronics,5,"Absolutely brilliant sound quality! Exceeded my expectations for the price point. Seamless Bluetooth connection.",Positive,102,2024,New York,True,25
R1002,Apparel,2,"The sizing chart was completely inaccurate. Ordered a large, fits like a small. Material feels cheap.",Negative,89,2024,Los Angeles,True,5
R1003,Home_Goods,4,"Good, sturdy coffee maker. Brews quickly but the carafe drips when pouring. Minor annoyance.",Mixed,105,2024,Chicago,True,12
R1004,Books,5,"A truly captivating and thought-provoking novel. Couldn't put it down. Highly recommend!",Positive,78,2023,Houston,True,35
R1005,Beauty,1,"Caused a terrible allergic reaction immediately after use. Zero stars if I could. Avoid this product.",Negative,85,2024,Phoenix,False,18
R1006,Electronics,3,"It's okay. The battery life is much shorter than advertised. Performance is decent otherwise.",Mixed,95,2023,Philadelphia,True,8
R1007,Apparel,5,"Perfect fit and super comfortable fabric. Arrived quickly and the color is exactly as pictured.",Positive,90,2024,San Antonio,True,40
R1008,Home_Goods,4,"Solid quality for the price. Assembly was a bit tricky but manageable with two people.",Positive,99,2024,San Diego,True,10
R1009,Books,2,"Very dry and technical. Hard to follow the concepts without prior expert knowledge. Disappointing.",Negative,108,2023,Dallas,False,3
R1010,Beauty,5,"My skin feels amazing! Noticeable difference after just one week. A new staple in my routine.",Positive,80,2024,San Jose,True,55
R1011,Electronics,4,"Great screen resolution. The touch response occasionally lags, which can be frustrating.",Mixed,101,2024,Austin,True,15
R1012,Apparel,3,"Color faded significantly after the first wash. Fit is good, but the dye quality is poor.",Negative,92,2023,Jacksonville,True,6
R1013,Home_Goods,5,"Absolutely love this piece! Looks elegant and functions perfectly. Worth every penny.",Positive,88,2024,Fort Worth,True,28
R1014,Books,4,"Interesting perspective, though the ending felt rushed and unsatisfying.",Mixed,97,2023,Columbus,True,11
R1015,Beauty,1,"Did absolutely nothing for my hair. Felt sticky and heavy. A waste of money.",Negative,75,2024,Charlotte,True,14
R1016,Electronics,5,"Unbelievable value! Crystal clear audio and durable build. Highly recommend this brand.",Positive,98,2024,Indianapolis,True,30
R1017,Apparel,2,"Seams started unraveling after two wears. Clearly not built to last. Poor stitching.",Negative,110,2024,Seattle,False,4
R1018,Home_Goods,3,"It serves its purpose, but the design is rather basic and uninspired.",Mixed,85,2023,Denver,True,7
R1019,Books,5,"Masterfully written historical fiction. I was completely immersed in the era.",Positive,94,2024,Washington,True,22
R1020,Beauty,4,"A good moisturizer, but the scent is overpowering. Would prefer an unscented option.",Mixed,106,2024,Boston,True,9
R1021,Electronics,1,"Stopped working after three days. Tried troubleshooting with no success. Returning.",Negative,70,2023,El Paso,True,19
R1022,Apparel,5,"The material is incredibly soft and luxurious. Fits true to size. My favorite new sweater.",Positive,96,2024,Nashville,True,38
R1023,Home_Goods,2,"Plastic parts broke almost immediately. Very flimsy construction. Do not buy.",Negative,83,2024,Detroit,False,2
R1024,Books,3,"Too many characters to keep track of. The plot was convoluted and hard to follow.",Mixed,112,2023,Memphis,True,13
R1025,Beauty,5,"The color payoff is fantastic! Long-lasting and doesn't smudge. Absolutely perfect.",Positive,81,2024,Portland,True,45
R1026,Electronics,4,"Fast processing speed. Only drawback is the limited port selection.",Mixed,93,2024,Oklahoma City,True,17
R1027,Apparel,1,"Received the wrong size and color. Customer service was unhelpful and slow to respond.",Negative,103,2023,Las Vegas,True,1
R1028,Home_Goods,5,"Transformed my living room! Easy to assemble and looks high-end. Highly recommend!",Positive,90,2024,Louisville,True,33
R1029,Books,2,"The author spent too much time on unnecessary descriptions. Pacing was sluggish.",Negative,115,2023,Baltimore,False,5
R1030,Beauty,4,"Works well, but the dispenser pump is defective and wastes product.",Mixed,87,2024,Milwaukee,True,16
R1031,Electronics,5,"Simply the best gadget I've bought all year. Intuitive interface and great battery.",Positive,100,2024,Albuquerque,True,29