Skip to main content
. 2021 Jun 15;12:661395. doi: 10.3389/fpsyg.2021.661395

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.