Table 1.
Monthly latent topics. It lists two rows of topics and 10 words from each of the combined dataset ranging from Dec 1, 2020 to May 15, 2021, and monthly topics. see https://github.com/Cheltone/NLP_Reddit for an interactive topic model.
Combined data set (December 1, 2020–December 31, 2020) | |
---|---|
Topic number | Latent topics |
1 | vaccine, people, effect, time, many, thing, year, death, month, good |
2 | vaccine, effect, side, week, hour, day, second, fever, symptom, sore |
3 | vaccine, people, dose, mask, thing, group, datum, year, immunity, efficacy |
4 | vaccine, virus, people, immune, system, year, antibody, vaccination, immunity, body |
5 | vaccine, question, contact, concern, action, people, source, news, moderator, answer |
December 2020 | |
1 | vaccine, virus, immune, system, question, cell, protein, infection, symptom, body |
2 | vaccine, dose, trial, group, first, efficacy, datum, case, day, participant |
3 | vaccine, people, year, thing, effect, time, virus, long, side, good |
January 2021 | |
1 | vaccine, dose, effect, people, side, day, second, week, first, shot |
2 | vaccine, people, virus, year, time, good, immunity, immune, risk, case |
February 2021 | |
1 | vaccine, dose, second, effect, day, side, week, people, first, hour |
2 | vaccine, people, virus, immune, vaccination, immunity, time, antibody, cell, mask |
March 2021 | |
1 | vaccine, people, virus, mask, year, thing, immunity, good, time, immune |
2 | vaccine, vaccination, dose, death, question, effect, week, day, people, concern |
April 2021 | |
1 | vaccine, people, mask, thing, year, effect, time, vaccination, virus, death |
2 | vaccine, people, virus, vaccination, immune, t, immunity, death, effect, time |
May 2021 | |
1 | vaccine, people, effect, side, time, second, shot, week, death, day |
2 | vaccine, people, mask, virus, vaccination, immunity, risk, year, thing, t |