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. 2022 Dec 5;8:e1151. doi: 10.7717/peerj-cs.1151

Table 3. Description and distribution of the misinformation classes used in ArCOV19-MCM and ArCOV19-MLM.

Class Description Count in MCM Count in MLM
True virus origin and properties Verified information about the origin and characteristics of the virus (e.g., people of all ages could be infected by COVID-19). 221 221
False virus origin and properties Incorrect or unverified information about the origin and characteristics of the virus (e.g., COVID-19 is killed by hot climate). 282 311
True spread method Verified information about how the virus spreads between people (e.g., close contact). 116 137
False spread method Incorrect or unverified information about how the virus spreads among people (house flies and mosquito bites transmit COVID-19). 242 269
True prevention method A verified method to prevent or mitigate the chance of being infected by COVID-19. Examples include wearing a mask, social distancing, and washing hands. 535 813
False prevention method An incorrect or unverified method to prevent or mitigate the chance of being infected by COVID-19 (e.g., dust prevents the spread of COVID-19). 85 91
True vaccine info Correct information about COVID-19 vaccines and their effectiveness that has been verified by a competent authority such as FDA (e.g., COVID-19 vaccines provide strong protection against serious illness, hospitalization and death). 278 278
False vaccine info Incorrect or unverified information about COVID-19 vaccines and their effectiveness (e.g., the COVID-19 vaccine causes infertility). 442 443
True treatment or cure A method of treatment to reduce the symptoms or ease the pain in COVID-19 patients, such as getting plenty of sleep and liquids. This class also includes any treatment or cure method approved by competent authorities. 68 69
Fake treatment or cure Any treatment or cure that is not verified by a competent authority such as WHO, FDA, or CDC or any treatment or cure proved harmful (e.g., hydroxychloroquine and bleach). 761 783
True symptom A symptom that has appeared in COVID-19 patients (e.g., Fever, Dry cough, and Fatigue). 112 180
True governmental measure It is a measure that has already been taken by a government or an official authority, such as closing country borders, shops and worship places. 397 397
False governmental measure A measure that any government or official authority has not taken. 120 120
Conspiracy theory A conspiracy story such as the “virus is a bioweapon” and “Bill Gates is planning to microchip the world through COVID-19 vaccines.” 312 320
Hate and exclusion Offensive speeches or opinions that carry feelings of hate, racism, xenophobia, or blaming others caused by the epidemic (e.g., “China virus”). 37 38
Causing anxiety and fear Stories that cause anxiety and spread panic among people. 176 229
Marketplace rumors Rumors about products, brands, and companies related to the pandemic that could be harmful or confuse people and society. 24 24
Statistics Statistics about COVID-19, including casualties, deaths, people recovered etc. 370 409
Irrelevant The tweet cannot be classified under any of the classes above. 2,104 2,104
Total 6,682 7,235