Table 2 Topical labels for the temporally-ensembled meta-clusters
Period 1 | General Topic | Focus Level of Cluster |
|---|---|---|
0 | Multi-language, general use hashtags | low |
1 | Multi-lingual coronavirus-specific hashtags | low |
2 | News resources related hashtags | medium |
3 | Chinese focused hashtags (often of negative sentiment) | high |
4 | Thai related hashtags | medium |
5 | Economy/Commerce related hashtags | high |
6 | U.S. Politics related hashtags | high |
7 | technology and business related hashtags | high |
8 | Asian-languages hashtags | high |
9 | Multi-lingual, anti-racism and health news related hashtag | medium |
10 | French language and European related hashtags | medium |
11 | Italian language hashtags | high |
12 | Arabic script hashtags | high |
13 | All-caps hashtags with some Syrian Civil War hashtags | medium |
Period 2 | General Topic | Focus Level of Cluster |
0 | News and U.S. Politics related hashtags | medium |
1 | News-resources related hashtags | low |
2 | Commerce, Economy, and technology related hashtags | medium |
3 | Asian-languages hashtags | medium |
4 | Spanish language hashtags | medium |
5 | French language hashtags | high |
6 | Italian language hashtags | high |
7 | Turkish language with some conspiracy theory related hashtags | medium |
8 | Online entertianment related hashtags | hmedium |
9 | German language hashtags | medium |
10 | Arabic script and middle-east related hashtags | high |
11 | Australian and British news related hashtags | high |
12 | Online education related hashtags | high |
Period 3 | General Topic | Focus Level of Cluster |
0 | Spanish language and many general hashtags | low |
1 | Multi-lingual, coronavirus and general hashtags | low |
2 | Commerce, Economy, and technology related hashtags | medium |
3 | Multi-lingual, coronavirus and general hashtags | low |
4 | British news, anti-racism, and medical science related and hashtags | medium |
5 | U.S. Politics related hashtags | high |
6 | Arabic-script and location related hashtags | medium |
7 | Chinese focused hashtags (often of negative sentiment) | high |
8 | French language hashtags | high |
9 | Italian language hashtags | high |
10 | Canadian and climate change related hashtags | high |
11 | German language hashtags | medium |
12 | Asian languages hashtags | high |
13 | Indonesian and surrounding countries related hashtags | medium |
14 | Thai language hashtags | high |
15 | Turkish language hashtags | high |