SergeiM89/CRCD-distilbert-sentiment-trained
Text Classification • 67M • Updated • 6
Datasets:
text stringlengths 6 304 | label class label 3
classes |
|---|---|
The director stages scenes with economy and power, making the film feel tightly controlled and purposeful. | 2positive |
The 'Serene Spa' was clean. The service was okay. | 1neutral |
The 'Outdoor Adventure Expo' had some interesting vendors; I picked up a few brochures. | 1neutral |
I went to 'The Seasonal Market' and it was alright; I picked up a few items but didn’t find anything special. | 1neutral |
Grow light seemed promising but one of the panels died after a month. Support was slow to respond for a replacement. | 0negative |
This air fryer takes forever to cook anything. | 0negative |
I just got the most amazing new pair of sunglasses - they're so stylish and comfortable. Perfect for a day out | 2positive |
The snack box's international picks were a great conversation starter and many items were unique enough to be memorable. | 2positive |
I appreciate the toaster since it pops up bread just right and cleans easily inside. | 2positive |
I visited the local event, The Food Truck Festival, and had a great time. The variety of food options was amazing and the atmosphere was lively. | 1neutral |
The linen jumpsuit packs compactly and doesn't wrinkle excessively in transit, making it travel-friendly. | 2positive |
This 'Brand D' product is alright. It functions as advertised. | 1neutral |
The smart plug is a total headache. It disconnects from the app every time there's a tiny flicker in the Wi-Fi. | 0negative |
I attended the new concert, The Rolling Stones, and was blown away by the energetic performance. The sound quality was excellent and the stage presence was impressive. | 1neutral |
The restaurant's food was stale and tasted awful. I'm disgusted! | 0negative |
The cork yoga block grips poses and straps carry strap secure. | 1neutral |
Stunning photography coffee table book — thick pages, rich images, and it's a conversation starter every time guests visit. | 2positive |
I'm annoyed with the venue. It's poorly managed and the facilities are in disrepair, making for an unpleasant experience. | 0negative |
The new movie I watched was so funny - the humor is so clever and the acting is so great. Highly recommend | 2positive |
The JKL washing machine is so quiet; I can run it at night without waking anyone up. | 2positive |
The product is extremely uncomfortable to use. | 0negative |
Reference point. | 1neutral |
This event was a total disaster. I'm so disappointed. | 0negative |
This toy was a complete waste of money. It broke within minutes of my kid playing with it. I'm furious! | 0negative |
The stacking rings are sturdy and the color contrast supports early visual development for infants. | 2positive |
I saw the 'Space Explorers' movie last night. The special effects were alright, and the plot was somewhat interesting. | 1neutral |
The venue was a total dump. The bathrooms were disgusting, and the seating was uncomfortable. I hated it. | 0negative |
That ad was a bit over the top, but I guess that's the point. | 1neutral |
This store is disorganized and difficult to navigate. I couldn't find what I was looking for. | 0negative |
Disappointing slow cooker insert, cracks under heat and ceramic chips easily chipping during dishwasher cycles. | 0negative |
This was awful. I'm so angry. | 0negative |
That movie was so cool. The special effects were absolutely awesome to see. | 2positive |
The plot was easy to follow. | 1neutral |
The movie 'City Lights' was okay. The plot was alright. | 1neutral |
The 'Food Festival' was a disappointment; the options were limited and didn’t taste great. | 0negative |
I tried the new brand of coffee I saw on Instagram and it's terrible. The taste is awful and the packaging is cheap. I'll never buy from them again. | 0negative |
My daughter got that new toy, and it broke within an hour. What a rip-off; I'm so disappointed. | 0negative |
Great picture frame, looks classy. | 2positive |
The movie was a total waste of money. I'm so annoyed I paid to see it. | 0negative |
The movie 'Cosmic Voyage' was okay. The special effects were decent. | 1neutral |
An intimate documentary that foregrounds ordinary people and finds resonance in small, personal narratives. | 2positive |
The new event I attended was so much fun - the music was so great and the people were so friendly. Highly recommend | 2positive |
I took my kid to the children's birthday party yesterday and it was a disaster. The party was disorganized and the cake was terrible. I won't be going back. | 0negative |
The door knob turns smoothly but it rattles loosely when the house settles at night. | 0negative |
The LMN Smart Light Switch controls lights remotely. It requires installation. | 1neutral |
The restaurant I went to was exceptional! The food was delicious, and the service was impeccable. The ambiance was perfect, and I would definitely go back again. I would highly recommend it to anyone looking for a great dining experience. | 2positive |
The 'Rock Climbing Gym' is awesome; it’s such a fun way to stay active! | 2positive |
The new store in town has the best selection of handmade candles - the prices are so reasonable and the staff is so knowledgeable. Highly recommend | 2positive |
The STU charger is so fast; my phone is back to 100% in no time! | 2positive |
The 'Local Craft Fair' had some unique items; I found a few gifts, but it felt a bit repetitive. | 1neutral |
That ad was a bit repetitive, but I guess it worked. | 1neutral |
It was a horrendous experience. | 0negative |
Beard trimmer pulled hairs and the blade clogged easily. Required frequent cleaning to work acceptably. | 0negative |
The spa was a total rip-off. The massage was too short, and the place was noisy. I felt cheated. | 0negative |
The brand's values align with my own, I'm proud to support them! | 2positive |
The event was poorly planned and executed. I wasted my money and my time. | 0negative |
The movie was average overall. | 1neutral |
The cotton romper's snaps were prone to misalignment which made dressing a touch fiddly. | 1neutral |
This desk lamp is perfect. The adjustable brightness and color temperature are really nice features. | 2positive |
This reusable notebook writes like paper and the digitizing app does a surprisingly good job capturing pages. Eco-friendly and practical. | 2positive |
I went to the amusement park yesterday and it was a total disaster. The rides were broken and the staff was unfriendly. I left after one hour. | 0negative |
The STU ice scraper removes frost from windshields. | 1neutral |
Lens filter scratched easily and developed a ring of grime that was hard to clean. Not robust enough for outdoor shoots. | 0negative |
The subscription's cancellation process required multiple emails to resolve, which was frustrating. | 0negative |
The movie had decent acting. | 1neutral |
The summer dress's pattern looks great in person and the pockets are a welcome practical detail. | 2positive |
The recipe cards fit in the holder and stand up straight without tipping over. | 1neutral |
Graphic design book is heavy on aesthetics but light on practical techniques. Not as useful for a beginner as promised. | 0negative |
This new movie is so thought-provoking, it made me think about life! | 2positive |
This interactive kids' book made reading time so much more fun — touch-and-feel sections and playful rhyme. | 2positive |
The venue had good acoustics, which made the concert sound great. | 1neutral |
The stacking puzzle's pieces fit snugly but are slightly harder for tiny hands to lift. | 1neutral |
Emits bad fumes. | 0negative |
This 'Brand J' product is alright. It functions as advertised. | 1neutral |
This was a complete and utter disaster. | 0negative |
I went to the event last night and it was a total bust. The speakers were boring and the food was terrible. I left after an hour. | 0negative |
The GHI car charger failed to charge my device. | 0negative |
The dishwasher's quiet cycle is genuinely quiet and dishes come out clean without pre-rinsing, which saves time. | 2positive |
The hydrating sheet mask soaked in quickly and left a dewy finish that lasted through the evening. | 2positive |
The movie 'Action Flick' was alright. The acting was decent. | 1neutral |
The JKL magnetic phone mount is super convenient; I can easily see my GPS. | 2positive |
I visited 'The Botanical Gardens' and it was underwhelming; not much was in bloom. | 0negative |
The MNO snow boots are warm and waterproof; I can finally enjoy winter! | 2positive |
The self-help book was meh, advice generic following common steps without unique insights offered readers. | 1neutral |
The hotel staff was incredibly friendly and accommodating. They went out of their way to make our stay comfortable. | 2positive |
The 'Local Wildlife Tour' was informative; I saw some interesting animals, but it wasn’t very interactive. | 1neutral |
The venue was perfect for the wedding, it was so beautiful and romantic. The staff were also very accommodating. | 2positive |
I'm feeling excited for the weekend. | 1neutral |
The 'Outdoor Festival' had a good vibe; I enjoyed walking around, but it was pretty crowded. | 1neutral |
The 'Outdoor Concert' was okay; the music was nice, but it didn’t leave a lasting impression. | 1neutral |
The spa was a total rip-off. The massage was terrible, and the place felt dirty. | 0negative |
Stylish home fragrance diffuser that fills the room with subtle scent and looks modern on a shelf. Long-lasting oils. | 2positive |
This general situation was a nightmare. Everything that could go wrong, did go wrong. I'm so stressed. | 0negative |
The 'Pottery Class' was frustrating; I didn’t get much help and left feeling discouraged. | 0negative |
Undercooks center. | 0negative |
I just got the most amazing new book on self-care - the advice is so practical and helpful. Highly recommend | 2positive |
I'm so happy with my recent purchase from this online store. The quality is great, the shipping was fast and reliable, and the return policy is easy and convenient. I highly recommend it to anyone looking for a great online shopping experience. | 2positive |
The bakery's bread is fresh and delicious, a daily staple that I can't live without, it's the best in town, I go there every day! | 2positive |
It was a pretty standard product. Not bad, not great. | 1neutral |
The movie was okay, but it was a bit too similar to the first one. | 1neutral |
End of preview. Expand in Data Studio
CRCD Balanced Sentiment Dataset
A cleaned and balanced English dataset for three-class sentiment classification of customer and product reviews.
Dataset contents
Each record contains two fields:
text— the review textlabel— the numerical sentiment label
Label mapping
| Label | Sentiment |
|---|---|
| 0 | negative |
| 1 | neutral |
| 2 | positive |
Class distribution
| Split | Total | Negative | Neutral | Positive |
|---|---|---|---|---|
| train | 5,551 | 1,851 | 1,850 | 1,850 |
| validation | 1,850 | 616 | 617 | 617 |
| test | 1,851 | 617 | 617 | 617 |
Source
The dataset was prepared from the CRSD dataset.
The data was cleaned, balanced, and divided into training, validation, and test splits for DistilBERT fine-tuning.
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Models trained or fine-tuned on SergeiM89/CRCD-sentiment-balanced-3class