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E-commerceText / MultimodalAvailable

Product Reviews with Images: Home and Kitchen

Customer product reviews from a specialty home and kitchen DTC brand including text, star ratings, verified purchase flags, and paired product images. Strong for sentiment analysis, RLHF, and multimodal product AI.

Dataset Highlights

9.2M reviews with star ratings and verified purchase flags
1.4M reviews paired with product images
Seller response text included on 600K reviews
Review helpfulness votes and abuse labels

Dataset Specifications

Volume
9.2M reviews
Format
Parquet + images
Date Range
2018–2024
Token Count
~5.6B tokens
Collection Method
First-party review platform with reviewer consent

Tags

E-commerceProduct ReviewsMultimodalSentiment
Dayda Verified Listing

This dataset has passed Dayda's vetting process, with legal provenance reviewed, data ownership confirmed, PII screened, and quality spot-checked. The seller's identity is only revealed after an NDA is signed.

Price Range
$40,000–$85,000
Final price subject to licensing terms and negotiation.
Licensing Options
non-exclusiveperpetual
Dayda Quality Score
83/100
Express Interest

A standard NDA is required before samples are shared.

What Happens Next
1You submit your interest and use case
2Dayda sends a standard NDA
3You receive a 1–5% data sample
4Submit an offer. Dayda handles negotiation
5Data Purchase Agreement executed
6Secure data transfer + payment

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Anonymized user sessions from a mid-market DTC e-commerce brand including browse paths, search queries, add-to-cart events, purchase sequences, and return reasons. Ideal for recommendation system training and demand forecasting.

Volume12M user sessions
FormatParquet
Date Range2021–2024
Quality Score85/100
E-commerceRecommendation SystemsBehavioralClickstream
Vetted
Sample on NDA
$30,000–$70,000