Sentiment Analysis
Narrative Lab - Multi-dimensional emotional mapping and opinion tracking
Net Sentiment
48
Neutral
NegativeNeutralPositive
28%Positive
26%Neutral
46%Negative
-12%
vs. Last Month
Sentiment by Category
5 Categories
Insurance & Fines
450 analyzed items
Positive15%
Neutral25%
Negative60%
Key Issues
Automated fines
Golden visa paradox
Lack of flexibility
Malaffi & Privacy
320 analyzed items
Positive35%
Neutral40%
Negative25%
Key Issues
Data security
Stigmatized records
Access convenience
Doctor Quality
580 analyzed items
Positive72%
Neutral20%
Negative8%
Key Issues
Clinical competence
Wait times
Bedside manner
Health Facilities
420 analyzed items
Positive65%
Neutral25%
Negative10%
Key Issues
Hospital conditions
Equipment quality
Staff attitude
TAMM App UX
380 analyzed items
Positive28%
Neutral22%
Negative50%
Key Issues
Account upgrade errors
Support tickets
System failures
6-Month Sentiment Trend
Monthly sentiment tracking across all categories
Emotional Distribution
Primary emotions detected
Emotion Breakdown
Detailed emotion tracking
Trust42%
Anxiety68%
Frustration58%
Satisfaction35%
Confusion45%
Gratitude28%
Sentiment by Source
Platform-specific analysis
Demographic Sentiment
Demographic | Positive | Neutral | Negative | Net |
|---|---|---|---|---|
| Locals | 58% | 28% | 14% | +44% |
| Arab Expats | 48% | 28% | 24% | +24% |
| Western Expats | 42% | 30% | 28% | +14% |
| Asian Expats | 38% | 32% | 30% | +8% |
| Golden Visa | 22% | 18% | 60% | -38% |