Table 13. Comparison of Data Stream Rankings for Situational Awareness Surveillance Goal.
Situational Awareness | Final Rankings | Without Geo./Pop. Coverage | Varying the Utility Function | 3 Tiers of Metric Weights | Low Values for Metrics | Equal Weights | Highest Rank | Lowest Rank |
ED/Hospital Records | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 |
Clinic/Healthcare Provider | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 |
Laboratory Records | 2 | 2 | 2 | 3 | 3 | 3 | 2 | 3 |
Internet Search Queries | 3 | 2 | 3 | 1 | 2 | 2 | 1 | 3 |
Official Reports | 3 | 3 | 4 | 5 | 2 | 7 | 2 | 7 |
Personal Communication | 4 | 4 | 6 | 7 | 4 | 6 | 4 | 7 |
Social Media | 7 | 8 | 8 | 6 | 7 | 5 | 5 | 8 |
News Aggregators | 6 | 7 | 7 | 4 | 6 | 4 | 4 | 7 |
Ambulance/EMT Records | 5 | 6 | 5 | 7 | 5 | 5 | 5 | 7 |
Help Lines | 9 | 5 | 11 | 8 | 9 | 8 | 5 | 11 |
Sales | 11 | 9 | 9 | 9 | 10 | 9 | 9 | 11 |
Employment/School Records | 8 | 9 | 9 | 9 | 8 | 10 | 8 | 10 |
Police/Fire Department Records | 12 | 11 | 9 | 10 | 11 | 12 | 9 | 12 |
Financial Records | 10 | 10 | 13 | 11 | 12 | 11 | 10 | 13 |
Established Databases | 12 | 12 | 10 | 12 | 11 | 8 | 8 | 12 |
Prediction Markets | 13 | 13 | 12 | 13 | 13 | 13 | 12 | 13 |