Table 2.
Overview of total tweets, “action” tweets, and topic modelling analyses.
| Times | Total of tweets streamed | # of action tweets | # of Topics | Coherence Score |
|---|---|---|---|---|
| Time 1 (February 2020) |
318,749 | 33,659 | 9 | 0.54 |
| Time 2 (June 2020) |
305,851 | 72,798 | 12 | 0.55 |
| Time 3 (October 2020) |
303,636 | 59,415 | 11 | 0.50 |
Number of total tweets streamed for each time-point along with the action tweets identified by the BiLSTM model for each of the three sets of tweets. Coherence scores were obtained from topic modelling analysis of the number of action tweets reported to be acceptable at levels ≥0.50.