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Execution times (in seconds)
| DS1 | DS2 | |||||||
|---|---|---|---|---|---|---|---|---|
| Tweets | 115,913 | 1,571,245 | ||||||
| Parse raw (Step 1) | 19.0 (from JSON) | 74.0 (from CSV) | ||||||
| Window size (min) | 15 | 60 | 360 | 1440 | 15 | 60 | 360 | 1440 |
| Find evidence and build LCNs | 15.0 | 28.0 | 123.0 | 427.0 | 121.0 | 106.0 | 246.0 | 567.0 |
| Aggregate LCNs | 27.0 | 65.6 | 168.5 | 170.7 | 70.4 | 55.2 | 35.6 | 22.7 |
| HCCs: FSA_V | 28.3 | 58.2 | 126.1 | 209.3 | 6.3 | 4.2 | 5.8 | 5.0 |
| HCCs: kNN | 9.0 | 22.7 | 97.5 | 206.4 | 4.3 | 4.3 | 4.7 | 4.6 |
| HCCs: Threshold | 5.2 | 11.9 | 34.6 | 64.0 | 2.2 | 2.3 | 2.7 | 2.7 |
