Data type | Medium | Application area(s) | References (Literature and projects) |
---|---|---|---|
Mobile analytics | Â | Â | Â |
Call Detail Records | Cell Phones | Social Network Analysis, Population Mobility Patterns, Transportation System Planning, Awareness Campaigns, Mobile App. Usage Patterns | |
Living Analytics | Â | Â | Â |
Tweets and Comments | Social Media Sites | Social Network Analysis, Sentiment Analysis | |
Search Queries | The Internet | Epidemic Prediction, Employment Status | |
Click History | The Internet | Recommender Systems, User Behavior | [12] |
Text | The Internet | Cultural Changes, Policy Effectiveness | [12] |
Financial Data | Credit/ Debit Card Transactions | Fraud Detection, Marketing | [12] |
Personal Health Data | Wearables | Healthcare | |
Visual Analytics | Â | Â | Â |
Images | Satellites | Mass Movement, Surveillance, Disease Control, Transportation | [12] |
Climate Variables, Temperature, Pollutant Levels | Sensors | Weather Forecasting, Pollution Control, Urban Planning | |
Geo-Location | Cell Phones | Mobility Patterns, Social Network Analysis |