Amazon Reviews for Peel-and-Stick Vinyl Floor Tiles with Sentiment Labels

1,526 online reviews for seven commercially available peel-and-stick vinyl floor tile products from Amazon. The dataset was processed through domain-specific cleaning, lexicon construction, and a Naïve Bayes classifier by Ziqing Lin and last updated in May 2026. Reviews span different brands, price tiers, thicknesses, and visual patterns.

Use Cases

• Train sentiment analysis models based on domain-specific lexicon construction for home improvement products.
• Analyze associations between product price tiers and complaint rates based on cross-product comparisons.
• Investigate the relationship between technical disclosure completeness and negative review proportions.
• Identify high-frequency terms associated with positive and negative user experiences in DIY contexts.

Strengths

• Contains 1,526 reviews across seven distinct products, enabling cross-product analysis.
• Reviews cover multiple product attributes including price tiers (US $0.64–$3.32 per sq ft), thicknesses (1.2–2.0 mm), and visual patterns.
• Processed through a structured sentiment-analysis framework including a Naïve Bayes classifier.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The study notes a modest product sample and a cross-sectional, non-causal design.

Provenance

Source

Amazon product reviews.

Collection Method

Collected from seven commercially available products, processed through domain-specific cleaning and a Naïve Bayes classifier.

Freshness

Last updated 2026-05-11 04:26:23; freshness should be verified.