Datasets:

JosefGoldstein
/

aimlessinnovations_customer_sentiment

id stringlengths 26 26	text stringlengths 31 241	label_text stringclasses 5 values	label int32 0 4
aimlessinnovations_0001_en	Color me impressed the build is genuinely impressive. thoughtful packaging was on point. flawless win. 🤩	very_positive	4
aimlessinnovations_0002_en	The item arrived quickly and was packaged securely. The product itself is good.	positive	3
aimlessinnovations_0003_en	Lowkey, the materials deserves a trophy — fits my vibe. take my money! 🥇	very_positive	4
aimlessinnovations_0004_en	Yo the materials is 10/10. just works. love it. 📦	very_positive	4
aimlessinnovations_0005_en	The audacity! This product is weaker than the imperialist dogs of the West! Your entire board of directors shall face my nuclear-powered displeasure!	very_negative	0
aimlessinnovations_0006_en	The scent is not what I anticipated. It's very chemical.	negative	1
aimlessinnovations_0007_en	Color me impressed, the quality is rock solid — delivered big time. instant favorite! ✅	very_positive	4
aimlessinnovations_0008_en	This is not a reliable product. I'm having issues with it constantly.	negative	1
aimlessinnovations_0009_en	This is a total and complete failure. It's a monument to bad business.	very_negative	0
aimlessinnovations_0010_en	I received my order, and everything seems to be in order. The product looks good.	positive	3
aimlessinnovations_0011_en	I'm so impressed with the fast shipping and perfect packaging!	very_positive	4
aimlessinnovations_0012_en	The customer support was not helpful in resolving my issue.	negative	1
aimlessinnovations_0013_en	Not gonna lie the care you put in is immaculate. intuitive app was on point. big fan now. 🔥	very_positive	4
aimlessinnovations_0014_en	This is exactly what I was hoping for. No complaints here.	positive	3
aimlessinnovations_0015_en	I'm calling the customer service police! Is that a thing? MAKE IT A THING!	very_negative	0
aimlessinnovations_0016_en	For real the packaging is next-level. turned me into a fan. impressed beyond words. 🙌	very_positive	4
aimlessinnovations_0017_en	I received my order but I'm missing one item. Can you help?	neutral	2
aimlessinnovations_0018_en	The customer service was appalling. They were completely unhelpful and rude.	very_negative	0
aimlessinnovations_0019_en	It's the product I ordered. Neither more nor less. It's... just right.	neutral	2
aimlessinnovations_0020_en	My disappointment is so profound that I'm considering writing a symphony about it. It will be called 'Ode to a Broken Product,' and it will be terrible.	very_negative	0
aimlessinnovations_0021_en	I was completely ignored by your staff for 15 minutes!	very_negative	0
aimlessinnovations_0022_en	The customer support was not very responsive. I had to follow up.	negative	1
aimlessinnovations_0023_en	No joke secure checkout + the build is rock solid. instant favorite. ⚡	very_positive	4
aimlessinnovations_0024_en	I'd give up my firstborn for this. Kidding! Mostly. 😜	very_positive	4
aimlessinnovations_0025_en	I am literally shaking with anger. This is the worst service I have ever, ever experienced. I'm writing a very long email.	very_negative	0
aimlessinnovations_0026_en	The product feels a bit cheap. I'm worried it will break easily.	negative	1
aimlessinnovations_0027_en	This inferior craftsmanship dishonors the memory of my father's legendary shopping experiences! Your company shall be deleted from existence!	very_negative	0
aimlessinnovations_0028_en	bestie this is giving me exactly the vibes I was hoping for	positive	3
aimlessinnovations_0029_en	Hot take: fast shipping nailed it. the support team is flawless. big fan now 🧰	very_positive	4
aimlessinnovations_0030_en	This feels like a knockoff version of what I actually wanted	negative	1
aimlessinnovations_0031_en	I'm stuck. I've tried everything, but I can't get this to work.	negative	1
aimlessinnovations_0032_en	For real fast shipping + the onboarding is immaculate. love it. 🧰	very_positive	4
aimlessinnovations_0033_en	This company is a black hole of competence. I've spent an hour in this chat and nothing has happened.	very_negative	0
aimlessinnovations_0034_en	Real talk, the onboarding is rock solid — was worth every penny. absolute W! 💯	very_positive	4
aimlessinnovations_0035_en	The user experience is so intuitive! Someone clearly thought this through	very_positive	4
aimlessinnovations_0036_en	This is the most disgusting thing I've ever seen!	very_negative	0
aimlessinnovations_0037_en	OMG you guys rock! This solved my problem perfectly 💯	neutral	2
aimlessinnovations_0038_en	The item is okay but not as described. Could I get a partial refund?	negative	1
aimlessinnovations_0039_en	This item has more structure in its design than I have in my life.	neutral	2
aimlessinnovations_0040_en	No joke this deserves a trophy; accessibility considered. please never change! 🙌	very_positive	4
aimlessinnovations_0041_en	It works as it should, but there's nothing impressive about it.	neutral	2
aimlessinnovations_0042_en	It's the product I ordered. I'm not mad. I'm not ecstatic. I'm just... existing with it.	neutral	2
aimlessinnovations_0043_en	It's a bit flimsy for what I needed it for.	negative	1
aimlessinnovations_0044_en	The product is so flimsy I'm afraid to use it. It feels like it's going to break at any moment.	negative	1
aimlessinnovations_0045_en	I'm a little annoyed that I have to pay for a separate app to use all the features.	negative	1
aimlessinnovations_0046_en	The "easy assembly" was a total lie. I’m pretty sure I put the legs on the wrong way and now it wobbles like a drunk giraffe.	negative	1
aimlessinnovations_0047_en	Hi there! Professional chef here - is this commercial grade?	neutral	2
aimlessinnovations_0048_en	Hi team! This is great but I need help with troubleshooting	neutral	2
aimlessinnovations_0049_en	This is what happens when a company truly cares about its customers. Great job!	very_positive	4
aimlessinnovations_0050_en	I'm not a fan of commitment, but I'm committed to this product.	positive	3
aimlessinnovations_0051_en	I’m a bit bummed about this purchase. It's not what I thought.	negative	1
aimlessinnovations_0052_en	Hi there! This works great but I need additional accessories	neutral	2
aimlessinnovations_0053_en	This has become an essential part of my life. I'm so grateful.	very_positive	4
aimlessinnovations_0054_en	The durability seems questionable for something this expensive.	negative	1
aimlessinnovations_0055_en	Yo the setup flow is chef's kiss. feels premium. flawless win. 🛠️	very_positive	4
aimlessinnovations_0056_en	It smells like a chemical factory. It's not pleasant to have around.	negative	1
aimlessinnovations_0057_en	This is the worst customer service I have ever experienced. Ever!	very_negative	0
aimlessinnovations_0058_en	This is not a long-lasting product. It feels cheap.	negative	1
aimlessinnovations_0059_en	I'm not sure if this is a factory defect or just poor design.	negative	1
aimlessinnovations_0060_en	kinda disappointed ngl - this isn't what the photos showed 😕	negative	1
aimlessinnovations_0061_en	The product is functional, but it lacks the features I was hoping for.	neutral	2
aimlessinnovations_0062_en	Hot take: the materials is wildly good. intuitive app was on point. take my money. 🫶	very_positive	4
aimlessinnovations_0063_en	My therapist told me to 'find my joy.' I found it, and it's this product. 🧘‍♀️🥳	positive	3
aimlessinnovations_0064_en	This product's packaging is not a miniature replica of my majestic palace! How am I supposed to display it with pride?	very_negative	0
aimlessinnovations_0065_en	This is a complete breakdown of common decency!	very_negative	0
aimlessinnovations_0066_en	This product is a joke. It's a total rip-off and I'm so mad I fell for it.	very_negative	0
aimlessinnovations_0067_en	The perfect solution for my needs. It performs flawlessly and feels great to use.	very_positive	4
aimlessinnovations_0068_en	This item arrived during my scheduled nap time! All deliveries should be timed around my royal sleep patterns for optimal Supreme Leader satisfaction!	very_negative	0
aimlessinnovations_0069_en	This is the digital equivalent of being served a single, cold french fry for a five-star meal. The website is a maze designed by a madman, and your checkout process is an absolute joke.	very_negative	0
aimlessinnovations_0070_en	I didn't think I needed this, but now I'm pretty sure it's the key to the universe. 🪐	very_positive	4
aimlessinnovations_0071_en	The assembly process made me question my life choices. And the product's existence.	negative	1
aimlessinnovations_0072_en	Phenomenal product that exceeds its description. The value for the price is unbelievable.	very_positive	4
aimlessinnovations_0073_en	It's better than I imagined. And I have a very vivid imagination.	positive	3
aimlessinnovations_0074_en	I expected a more solid construction for this price point.	negative	1
aimlessinnovations_0075_en	This product quality is what I've been searching for! Finally!	very_positive	4
aimlessinnovations_0076_en	Yo made life easier and attention to detail. this is ridiculously good. chef's kiss. 🎯	very_positive	4
aimlessinnovations_0077_en	I'm experiencing some technical issues that shouldn't exist. It keeps freezing and restarting on its own.	negative	1
aimlessinnovations_0078_en	The product has a weird smell. It's almost like it's been sitting in a warehouse for a long time.	negative	1
aimlessinnovations_0079_en	This product has more ambition than I've had in the last decade.	neutral	2
aimlessinnovations_0080_en	This is a disgrace. A complete and utter disgrace. My great-grandmother, who fought in a war, would have been ashamed of this product.	very_negative	0
aimlessinnovations_0081_en	The subscription process was simple and straightforward.	positive	3
aimlessinnovations_0082_en	Boosted my productivity — the care you put in deserves a trophy. 10/10. 🧡	very_positive	4
aimlessinnovations_0083_en	My productivity plummeted. This product is clearly too powerful for mortals.	neutral	2
aimlessinnovations_0084_en	The 'free shipping' was a lie! I was charged for it anyway!	very_negative	0
aimlessinnovations_0085_en	I'm going to cancel all my subscriptions. You've lost a loyal customer!	very_negative	0
aimlessinnovations_0086_en	I'm so disappointed. This product is nothing like the description.	very_negative	0
aimlessinnovations_0087_en	This is a complete failure of your company's so-called 'mission statement'!	very_negative	0
aimlessinnovations_0088_en	The customer service representative did not weep with joy upon hearing my voice! This is a clear sign of emotional deficiency and will not be tolerated!	very_negative	0
aimlessinnovations_0089_en	Hey there! Small business owner - any wholesale opportunities?	neutral	2
aimlessinnovations_0090_en	Confession: the care you put in is wildly good. snappy responses was on point. instant favorite. 🪄	very_positive	4
aimlessinnovations_0091_en	It's exactly what I ordered. I have no strong opinions.	neutral	2
aimlessinnovations_0092_en	I'm so angry I could SCREAM! This is the most frustrating experience of my life!	very_negative	0
aimlessinnovations_0093_en	Color me impressed the craftsmanship is immaculate. boosted my productivity. highly recommend. 👌	very_positive	4
aimlessinnovations_0094_en	I'm a professional escape artist. It keeps playing classical music.	neutral	2
aimlessinnovations_0095_en	This is a lifesaver! It saved me so much time and effort. Absolutely worth it.	very_positive	4
aimlessinnovations_0096_en	This exceeded my basic expectations which is refreshing honestly	positive	3
aimlessinnovations_0097_en	Real talk this is next-level; smooth onboarding. ordering again! 🧼	very_positive	4
aimlessinnovations_0098_en	This is worse than getting a parking ticket. At least a parking ticket is a quick process.	very_negative	0
aimlessinnovations_0099_en	It's a reliable product. Nothing fancy, but it gets the job done without issues.	positive	3
aimlessinnovations_0100_en	This is a must-have for anyone in my line of work. It has revolutionized my daily tasks.	very_positive	4

End of preview. Expand in Data Studio

Aimless Innovations — Synthetic Sentiment Dataset (AI vs. Karen Demo)

Synthetic e-commerce reviews and support dataset for the "Aimless Innovations" website, used in the "AI vs. Karen" real-time sentiment analysis demo.

Task: 5-class sentiment classification
Classes: very_negative, negative, neutral, positive, very_positive
Generation: GPT-5 and Gemini-Flash 2.5 (synthetic content only)
Format: JSONL with fields { id, text, label_text, label }
- label_text ∈ {very_negative, negative, neutral, positive, very_positive}
- label ∈ {0,1,2,3,4} aligned with the above order

Splits and files

train: 90% — file train.jsonl (3490 examples)
test: 10% — file test.jsonl (388 examples)

No dev/validation split in this version.

Intended for demo, experimentation, and educational purposes. No real user data; all samples are synthetic.

Downloads last month: 6

Size of downloaded dataset files:

641 kB

Size of the auto-converted Parquet files:

224 kB

Number of rows:

3,878

Models trained or fine-tuned on JosefGoldstein/aimlessinnovations_customer_sentiment

JosefGoldstein/modernBERT-base-AIvsKaren-sentiment

Text Classification • 0.1B • Updated 21 days ago • 30