****************************************************************************************** ****************************************************************************************** COVID-19 simulation of the 30-Oct-2020, Yves Peysson (more details -> www.yvespeysson.fr) ---> Data last day, option f (SaoPauloCity day #0 : 27-Jan-2020) : 28-Oct-2020 ****************************************************************************************** ****************************************************************************************** Country : SaoPauloCity Beginning of the outbreak (reference day of calculations) : 27-Jan-2020 (day #0) --------- ---> Last available day in database : 28-Oct-2020 (day #275) ---> Today : 30-Oct-2020 (day #276) --------- Manual parameter determination. --------- Simulations parameters (case fatality rate from Diamond-Princess cruise liner analysis : 0.19%) : From day #1 --> qc_0 : 0.73, qc_inf : 0.077, tau_ref : 3, Dtau : 14 --------- Global agreement between modeling and observations R-squares (coefficient of determination 0 < R2 < 1, the largest is the best) : 0.24103 --------- Estimated basic reproduction number (R0) : 8.76 Fraction of population that must be immunited (natural or vaccine) to stop the outbreak : 89%, Nmax = 10,452,968 EFfective reproduction number (R) : 0.924 Actual fraction of population that is naturally immunised : 94.7 (%) --------- Total number of fatalities (estimated) today : 20,494 Total number of fatalities (observed) today : 20,302 --------- Estimated mortality (per million inhabitants) : 1,737 --------- Number of days to reach the first wave outbreak peak from the beginning of the outbreak (27-Jan-2020) : 104 (10-May-2020) Number of daily fatalities at the first wave outbreak peak : 178 --------- Estimated duration of the outbreak : 340 days until 01-Jan-2021 --------- Total number of fatalities estimated at the end of the outbreak (day #340) : 21,823 --------- Threshold 100 fatalities estimated : 26-Mar-2020 (day #59) Threshold 1000 fatalities estimated : 11-Apr-2020 (day #75) Threshold 10000 fatalities estimated : 07-Jun-2020 (day #132) ****************************************************************************************** ******************************************************************************************