****************************************************************************************** ****************************************************************************************** COVID-19 simulation of the 30-Oct-2020, Yves Peysson (more details -> www.yvespeysson.fr) ---> Data last day, option f (SaoPaulo day #0 : 28-Jan-2020) : 27-Oct-2020 ****************************************************************************************** ****************************************************************************************** Country : SaoPaulo Beginning of the outbreak (reference day of calculations) : 28-Jan-2020 (day #0) --------- ---> Last available day in database : 27-Oct-2020 (day #273) ---> Today : 30-Oct-2020 (day #274) --------- Manual parameter determination. --------- Simulations parameters (case fatality rate from Diamond-Princess cruise liner analysis : 0.19%) : From day #1 --> qc_0 : 0.64, qc_inf : 0.0825, tau_ref : 1, Dtau : 16 --------- Global agreement between modeling and observations R-squares (coefficient of determination 0 < R2 < 1, the largest is the best) : 0.24537 --------- Estimated basic reproduction number (R0) : 7.68 Fraction of population that must be immunited (natural or vaccine) to stop the outbreak : 87%, Nmax = 38,792,708 EFfective reproduction number (R) : 0.99 Actual fraction of population that is naturally immunised : 63.2 (%) --------- Total number of fatalities (estimated) today : 46,736 Total number of fatalities (observed) today : 39,153 --------- Estimated mortality (per million inhabitants) : 1,048 --------- Number of days to reach the first wave outbreak peak from the beginning of the outbreak (28-Jan-2020) : 148 (24-Jun-2020) Number of daily fatalities at the first wave outbreak peak : 261 --------- Estimated duration of the outbreak : 340 days until 02-Jan-2021 --------- Total number of fatalities estimated at the end of the outbreak (day #340) : 61,699 --------- Threshold 100 fatalities estimated : 30-Mar-2020 (day #62) Threshold 1000 fatalities estimated : 17-Apr-2020 (day #80) Threshold 10000 fatalities estimated : 01-Jun-2020 (day #125) Threshold 20000 fatalities estimated : 10-Jul-2020 (day #164) Threashold 30000 fatalities estimated : 18-Aug-2020 (day #203) ****************************************************************************************** ******************************************************************************************