Sentiment Analysis
Narrative Lab - Multi-dimensional emotional mapping and opinion tracking
Net Sentiment: 48%
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
By resident type
Locals+44%
Western Expats+14%
Asian Expats+8%
Arab Expats+24%
Golden Visa-38%