This page serve a COVID -19  interactive map of South Africa. The purpose of this visualization tool is to provide the people   

   up to-date data on COVID -19 in South Africa. This page covers:

• South  Africa COVID 19 confirmed cases and Fatalities  https://sacoronavirus.co.za/

• South Africa Excess Fatalities​ https://www.samrc.ac.za/reports/report-weekly-deaths-south-africa  

• Daily Hospital Data ​of COVID Patient, Daily Admission, Daily Discharge, Currently Admitted, Currently Ventilated, Currently ICU https://www.nicd.ac.za/diseases-a-z-index/covid-19/surveillance-reports/daily-hospital-surveillance-datcov-report/

• Daily Discharge  https://www.nicd.ac.za/diseases-a-z-index/covid-19/surveillance-reports/daily-hospital-surveillance-datcov-report/

• South Africa Google Mobility Indexes Weekly Avg. https://www.google.com/covid19/mobility/

       * Retail and Recreation

       * Grocery and Pharmacy

       * Parks

       * Transit Stations

       * Workplaces

       * Residential

• Facebook mobility index weekly Indexes.  https://data.humdata.org/dataset/movement-range-maps

       * People moving around

       * People localized to home

• South Africa Risk Index for the 3d wave

• South Africa 3rd Risk Index with  AI

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