****************************************************************************************** ****************************************************************************************** COVID-19 simulation of the 24-Nov-2020, Yves Peysson (more details -> www.yvespeysson.fr) ---> Data last day, option f (SaoPaulo day #0 : 23-Jan-2020) : 23-Nov-2020 ****************************************************************************************** ****************************************************************************************** Country : SaoPaulo Beginning of the outbreak (reference day of calculations) : 23-Jan-2020 (day #0) --------- ---> Last available day in database : 23-Nov-2020 (day #305) ---> Today : 24-Nov-2020 (day #306) --------- Manual parameter determination. --------- Simulations parameters (infection fatality rate from Diamond-Princess cruise liner analysis : 0.19%) : From day #1 --> qc_0 : 0.488, qc_inf : 0.08027, tau_ref : 1, Dtau : 21 --------- Global agreement between modeling and observations R-squares (coefficient of determination 0 < R2 < 1, the largest is the best) : 0.34893 --------- Estimated basic reproduction number (R0) : 5.856 Fraction of population that must be immunited (natural or vaccine) to stop the outbreak : 83%, Nmax = 36,983,880 Effective reproduction number (R) : 0.963 Actual fraction of population that is naturally immunised : 56.7 (%) --------- Total number of fatalities (estimated) today : 44,466 Total number of fatalities (observed) today : 41,310 --------- Estimated mortality (per million inhabitants) : 997 --------- Number of days to reach the first wave outbreak peak from the beginning of the outbreak (23-Jan-2020) : 147 (18-Jun-2020) Number of daily fatalities at the first wave outbreak peak : 267 --------- Estimated duration of the outbreak : 370 days until 27-Jan-2021 --------- Total number of fatalities estimated at the end of the outbreak (day #370) : 51,596 --------- Threshold 100 fatalities estimated : 01-Apr-2020 (day #69) Threshold 1000 fatalities estimated : 21-Apr-2020 (day #89) Threshold 10000 fatalities estimated : 06-Jun-2020 (day #135) Threshold 20000 fatalities estimated : 14-Jul-2020 (day #173) ****************************************************************************************** ******************************************************************************************