Table 1.
Comparison with fake-news datasets.
| Data Description |
Data Features |
|||||
|---|---|---|---|---|---|---|
| Period | COVID or non-COVID | News Content |
Social Context |
|||
| Claim | Tweet | User | Propagation Data | |||
| Liar (Wang, 2017) | 01/01/2007–12/31/2016 | non-COVID | ✓ | – | – | – |
| FakeNewsNet (Shu et al., 2020) | 01/13/2016–05/21/2017 | non-COVID | ✓ | ✓ | ✓ | – |
| FakeCOVID (Shahi and Nandini, 2020) | 04/01/2020–15/05/2020 | COVID | ✓ | – | – | – |
| CoAID (Cui and Lee, 2020) | 02/01/2020–05/17/2020 | COVID | ✓ | ✓ | – | – |
| CMU-MisCOV19 (Memon and Carley, 2020) | 3 days in 2020 (03/29, 6/15, and 6/24) | COVID | ✓ | ✓ | – | – |
| COVID-19 Dataset (Inuwa-Dutse and Korkontzelos, 2020) | 03/23/2020–05/13/2020 | COVID | ✓ | ✓ | – | – |
| FibVID | 02/01/2020–12/31/2020 | COVID & non-COVID | ✓ | ✓ | ✓ | ✓ |