NLP Sentiment & Text Analytics Engine

Total Reviews Analyzed
5,000
↑ Real-time update
Avg Sentiment Score
0.64
Scale: -1 (negative) to +1 (positive)
Sentiment Distribution
0
Positive
0
Neutral
0
Negative
Trending Topics
24
↑ 3 new this month
Review Velocity
13.7
Reviews per day (avg)
Avg Star Rating
3.8
Across all categories
Sentiment Timeline & Volume Trends
Sentiment Score Distribution by Category
Sentiment Heatmap: Category × Time
Average sentiment score by product category over time. Green = positive, Red = negative.
Topic Analysis & Extraction

Top 15 Topics by Frequency

Topic × Sentiment Analysis

Topic Trends Over Time

Word Cloud Analysis

Positive Reviews Word Cloud

Negative Reviews Word Cloud

Aspect-Based Sentiment Analysis
Sentiment breakdown by product aspects (Quality, Price, Delivery, Support, Design) across categories.
Comparative Analysis

Product Category Sentiment Comparison

Star Rating vs NLP Sentiment Correlation

Sentiment by Customer Segment

Alerts & Anomalies
Review Explorer
Sample of reviews from selected filters. Click row to expand full text.
Date Category Product Rating Sentiment Score Topics