Review Sentiment
HealthyGolden dataset
v1Product Review Sentiment
24 hand-labeled cases across 4 categories · segmented by topic
By difficulty
By category
24 of 24 cases
Ordered Tuesday, arrived Thursday morning. Two days door to door is genuinely impressive.
Unambiguous praise for delivery speed.
Package showed up nine days late and the tracking page never updated once.
Clear delivery failure.
Delivery was on the estimated date. Box was a little dented but nothing inside was damaged.
Minor complaint that does not tip the overall sentiment negative.
Courier left it in pouring rain on the porch instead of the covered step I asked for.
Handling complaint — still a shipping issue, not product quality.
Shipping cost more than I expected but it did get here in under 48 hours.
Mentions cost, but the subject is the shipment — topic must stay shipping.
Third order in a row that arrived exactly when the app said it would. Reliable.
Repeat-purchase praise for delivery reliability.
The stitching came apart at the seam after two washes. Feels cheaply made.
Build-quality failure.
Solid metal body, no flex at all, and the finish still looks new after six months.
Durability praise.
Material is about what you would expect at this tier. Not premium, not bad.
Explicitly middling — a real neutral, not a hedged negative.
Mine arrived with a hairline crack in the casing, though the replacement has been flawless.
Defect plus recovery — mixed language that models often over-call as negative.
Buttons started sticking within a month. Second unit with the same fault.
Repeat defect.
Heavier and better finished than anything else I tried in this bracket.
Comparative praise about construction.
Forty dollars for what is essentially a plastic bracket. Hard to justify.
Value complaint.
Caught it during the sale and at that price it is honestly a steal.
Clear value praise.
Costs about the same as the competing model. Nothing remarkable either way.
Flat price comparison.
Went up thirty percent since last year with no visible change to the product.
Price-increase complaint.
Built well enough that the premium over the budget option felt worth paying.
Mentions build quality but the judgement is about worth — topic is price.
The subscription renews at full price with no loyalty discount whatsoever.
Pricing-policy complaint.
Support replied in under an hour and had a replacement out the same day.
Clear service praise.
Four emails over two weeks and I still do not have an answer about my warranty.
Unresolved service failure.
Chat agent was polite and followed the script, but could not actually change my order.
Positive manner, unhelpful outcome — nets out neutral.
Phone line disconnected me twice before I reached anyone who could help.
Access-to-support complaint.
The help centre article answered it in one page, so I never needed to contact anyone.
Self-service success still belongs to the support topic.
Standard returns process. Took the usual week to clear, no surprises.
Routine service experience.