Data Sources | Notion

Hard Data:
- Economic data (GDP, unemployment rates)
- Urban mobility data (transportation usage, traffic patterns)
- Healthcare data (hospital admissions, disease prevalence)
- Environmental data (air quality, pollution levels, climate indicators)
- Crime and public safety data (crime rates, police reports)
Soft Data:
- Public opinion surveys
  
  People’s Preferences
  - Opinion gathering solutions
- Sentiment analysis (social media, news commentary)
- Approval ratings (government, political figures)
- Consumer confidence indices
- Social media analytics (trending topics, public concerns)
- Media sentiment analysis (news content analysis)
Additional Data Sources:
- Satellite imagery (urban planning, agriculture, environmental monitoring)
- IoT sensor data (energy usage, environmental conditions, infrastructure monitoring)
- Behavioral analytics (mobile phone geolocation, shopping patterns, online interactions)

Urban Data Gathering Sources

People’s interaction with the Government (E-Governance)

Public opinion