Concept

The COVID‑19 social media infodemic data analysis

To look at the diffusion of information, they used an epidemiological model. The equation I=[R0(1+d)t]tI=[\frac{R_0}{(1+d)^t}]^t was used to define their exponential model in which I is incidence, t is the number of days, R0R_0 is the reproduction number and d is a damping factor. They also used the SIR model, described by three differential equations: tS=βSI/N∂_tS=−βS · I/N tI=βSI/NγI∂_tI = βS · I/N − γ I tR=γI∂_tR = γ I β is the rate in which a susceptible population can be infected when coming into contact with an infected individual. γ is the rate in which someone who is infected can recover. S is the number of susceptible, I is the number of infected, and R is the number of recovered.

To measure engagement, linear regression was used.

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Updated 2021-01-27

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