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React Review Block Sentiment

AI-powered sentiment analysis dashboard with emotion breakdown for React business analytics

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Understand customer sentiment on your Next.js admin dashboard with this AI analysis component. Features overall sentiment score with progress bar, positive/neutral/negative distribution breakdown, emotion analysis chart for joy, trust, anticipation, and more, trending topics with change indicators, and recent sentiment samples with confidence scores. Built with shadcn/ui Card, CardHeader, CardContent, Progress, Badge, and Separator components using Tailwind CSS. Clean minimal design reveals patterns at a glance—perfect for Shopify headless business analytics, brand monitoring dashboards, customer experience tools, or SaaS feedback analysis. Integrates with AWS Comprehend, Google NLP, or OpenAI APIs.

Sentiment Analysis

AI-powered insights from 1,284 reviews

Overall Score
78/ 100

Customers are generally satisfied

Distribution
Positive72%
Neutral18%
Negative10%
Emotion Breakdown
Joy45%
Trust38%
Anticipation28%
Surprise15%
Sadness8%
Anger5%
Trending Topics

Quality

423 mentions

12%

Shipping

287 mentions

8%

Price

234 mentions

3%

Support

189 mentions

15%

Packaging

156 mentions

7%
Sample Analysis

"Absolutely love this product! Best purchase I've made this year."

Positive94% confidence

"Product is okay, nothing special. Does what it says."

Neutral87% confidence

"Disappointed with the quality. Expected much better for the price."

Negative91% confidence

Installation

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