Two Years of Coronavirus in South Africa
March 2020 — March 2022

On 5 March 2020, South Africa recorded the first positive Covid-19 case. A few days later the first Covid-related death was confirmed in KwaZulu-Natal. Over the next two years the world was ravaged by SARS-CoV-2, or "coronavirus". In South Africa, more than 100,000 deaths were attributed to coronavirus. But the real death toll is likely to be three times higher. Estimates of "excess deaths” show that deaths from natural causes over this two-year period were far higher than expected (see below).

Over two years Media Hack collected detailed data on coronavirus in South Africa.

Design & Development: Alastair Otter   Data: Media Hack Collective
The Changing Face of a Pandemic
March 2020 — March 2022
Four Waves
The first confirmed cases of coronavirus were reported in March 2020 and, as the virus spread, the daily cases increased so that by June the country was experiencing its first major wave.

In the chart below the triangles represent a day's worth of data, the larger the triangle, the more confirmed cases were reported on that day. The colour of the triangle represents the number of reported deaths on a day. The darker the pink, the higher the number of deaths.

Daily Covid-related deaths in the first wave started to peak in late July 2020 and continued to be high until September. The second wave, which was dominated by the Beta variant of the virus, peaked in late January 2021. The largest number of daily deaths of the whole two-year period occurred in January 2021.

Deaths were more evenly distributed throughout the third wave than in the second wave. This is very different to the fourth wave which saw significant testing and an increase in daily cases but relatively low numbers of daily deaths.

0200
Confirmed Cases
The size of each triangle represents the number of confirmed cases on a single day.
0800
Reported Deaths
The colour of each triangle represents the number of Covid-related deaths reported for a day.
100,000
Daily Tests
The height of each triangle represents the number of Covid-related tests done in a day.

Note: The dates for cases and deaths are the dates on which they were reported by the department of health and not necessarily the actual date of test or death.

Mar'20Jun'20Sep'20Dec'20Mar'21Jun'21Sep'21Dec'21Mar'22
How the Provinces were Affected
March 2020 — February 2022
It wasn't until June 2020, three months after the first Covid-19 case was reported in KwaZulu-Natal, that the number of daily deaths started to rise, first in the Western Cape, then the Eastern Cape and Gauteng, eventually peaking in August 2020. The second and third waves also had a major impact on those three provinces and KwaZulu-Natal.
Provinces with more than 100 confirmed coronavirus-related deaths per month.
⟨100
100+
4,000+
Calculating the Real Cost
March 2020 — February 2022

Officially, 100,000 people died of Covid-related causes over the past two years. But in reality many more are likely to have died as a result of the pandemic. The SA Medical Research Council estimates that there were just over 300,000 "excess deaths", which is the number of deaths by natural causes above the number that would be expected if there wasn’t a pandemic. Most of the excess deaths are likely to have been Covid-related.

In the chart below the dotted white line shows the predicted number of deaths from natural causes based on historical data, the dark pink area shows deaths below the predicted number and the bright pink area represents excess deaths.

/> 05,00010,00015,00020,00025,00015 Jul '2010 Jan '2112 Jul '2125 Dec '21Predicted DeathsPredicted DeathsWeekly Deaths
Vaccinations
February 2021 - April 2022
South Africa started vaccinating healthcare workers on 18 February 2021 with the one-dose Johnson & Johnson (J&J) vaccine. The official vaccination rollout to the public started on 17 May 2021 with people over 60 years old getting the two-dose Pfizer vaccine. By 19 April 2022, more than 34-million doses of vaccine had been administered, both J&J and Pfizer, and close to a third of the population was fully vaccinated.
Daily vaccinations
7-day average vaccinations
50k100k150k200k250k300k5 Dec 2021 27 Aug 2021 17 May 2021 1 Jan 2022 24 Feb 2021
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Every effort has been made to ensure that the data and information in this story is accurate. Please let me know if you find anything I've missed. Or just tell me what you thought of this piece. You can find me on Twitter or email me: alastair@mediahack.co.za.