Table 10.
Sample output comparison between the proposed model and NTUA-SLP model.
| Tweet text | Emotion | BiLSTM | NTUA-SLP | GT | |
|---|---|---|---|---|---|
| 1 | Those who are following trump regarding MASK, have a happy get together. #covid #ignorant | Happy |
0 |
1 |
0 |
| Anger | 1 | 0 | 1 | ||
| 2 | With all of the sad news during COVID, the only hopeful thing is Stimulus check for the struggling family. | Sad |
1 |
1 |
1 |
| Optimistic | 1 | 0 | 1 | ||
| 3 | If this #lockdown does not end now it will not be just the covid that is flattened but the economy FLATLINED. | Sad |
1 |
1 |
1 |
| Anger | 1 | 0 | 1 | ||
| 4 | Plans to alter own clothes after los ing 17 Pounds in COVID-19 #Lockdown | Happy |
1 |
0 |
1 |
| Optimistic | 1 | 0 | 1 | ||
| 5 | This is nothing more than targeting the old to get increased numbers of deaths with COVID. OBVIOUS! | Pessimistic |
0 |
1 |
1 |
| Anger | 1 | 0 | 1 | ||