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. 2020 Oct 23;22(10):e22624. doi: 10.2196/22624

Table 2.

Themes and topics of COVID-19–related tweets (N=13,937,906), n (%).

Theme and topics

Value
1. Source (origin) 966,372 (6.93)

1.1 Outbreak 489,768 (3.51)

1.2 Alternative causes 476,606 (3.42)
2. Prevention 1,076,840 (7.73)

2.1 Social distancing 575,786 (4.13)

2.2 Disinfecting and cleanliness 501,054 (3.59)

3. Symptoms 558,332 (4.01)
4. Spread and growth 2,154,065 (15.45)

4.1 Modes of transmission 472,749 (3.39)

4.2 Spread of cases 617,946 (4.43)

4.3 Hotspots and locations 459,039 (3.29)

4.4 Death reports 604,331 (4.34)
5. Treatment and recovery 1,831,339 (13.14)

5.1 Drugs and vaccines 442,413 (3.17)

5.2 Therapies 483,109 (3.47)

5.3 Alternative methods 416,530 (2.99)

5.4 Testing 489,287 (3.51)
6. Impact on the economy and markets 2,858,316 (20.51)

6.1 Shortage of products 513,703 (3.69)

6.2 Panic buying 667,320 (4.79)

6.3 Stock markets 535,262 (3.84)

6.4 Employment 505,510 (3.63)

6.5 Impact on business 636,521 (4.57)
7. Impact on health care sector 1,588,499 (11.4)

7.1 Impact on hospitals and clinics 441,895 (3.17)

7.2 Policy changes 615,027 (4.41)

7.3 Frontline workers 531,577 (3.81)
8. Government response 1,559,591 (11.19)

8.1 Travel restrictions 519,406 (3.73)

8.2 Financial measures 485,277 (3.48)

8.3 Lockdown regulations 554,908 (3.98)
9. Political impact 767,486 (5.51)
10. Racism 577,066 (4.14)