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Automated quantitative data update
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Nosihle Msomi committed May 28, 2024
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54 changes: 33 additions & 21 deletions provincial_cases_vs_levels.csv
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"2024w19",21,"Zandvleit Wastewater Treatment Works","Western Cape","Cape Town MM",0,NA,NA,2024-05-07,2024
"2024w20",17,"Borcherds Quarry Wastewater Treatment Works","Western Cape","Cape Town MM",NA,NA,NA,2024-05-14,2024
"2024w20",17,"Zandvleit Wastewater Treatment Works","Western Cape","Cape Town MM",NA,NA,NA,2024-05-14,2024
"2024w21",14,"Borcherds Quarry Wastewater Treatment Works","Western Cape","Cape Town MM",NA,NA,NA,2024-05-21,2024
"2024w21",14,"Zandvleit Wastewater Treatment Works","Western Cape","Cape Town MM",NA,NA,NA,2024-05-21,2024
"2024w21",27,"Borcherds Quarry Wastewater Treatment Works","Western Cape","Cape Town MM",NA,NA,NA,2024-05-21,2024
"2024w21",27,"Zandvleit Wastewater Treatment Works","Western Cape","Cape Town MM",NA,NA,NA,2024-05-21,2024
"2024w22",2,NA,NA,NA,NA,NA,NA,NA,2024
"2021w1",691,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",5,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",2,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -467,6 +468,7 @@
"2024w20",6,"Mdantsane Wastewater Treatment Works","Eastern Cape","Buffalo City MM",NA,NA,NA,2024-05-16,2024
"2024w21",1,"Mdantsane Wastewater Treatment Works","Eastern Cape","Buffalo City MM",NA,NA,NA,2024-05-21,2024
"2024w21",1,"East Bank Wastewater Treatment Works","Eastern Cape","Buffalo City MM",NA,NA,NA,2024-05-21,2024
"2024w21",1,"Mdantsane Wastewater Treatment Works","Eastern Cape","Buffalo City MM",NA,NA,NA,2024-05-23,2024
"2021w1",4933,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",97,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",42,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -635,7 +637,8 @@
"2024w18",45,NA,NA,NA,NA,NA,NA,NA,2024
"2024w19",58,NA,NA,NA,NA,NA,NA,NA,2024
"2024w20",44,"Brickfield Pre-treatment Works","Eastern Cape","Nelson Mandela Bay MM",NA,NA,NA,2024-05-15,2024
"2024w21",34,NA,NA,NA,NA,NA,NA,NA,2024
"2024w21",49,NA,NA,NA,NA,NA,NA,NA,2024
"2024w22",5,NA,NA,NA,NA,NA,NA,NA,2024
"2021w1",347,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",12,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",6,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -936,8 +939,9 @@
"2024w19",11,"Bloemspruit Wastewater Treatment Works","Free State","Mangaung MM",0,NA,NA,2024-05-07,2024
"2024w20",14,"Bloemspruit Wastewater Treatment Works","Free State","Mangaung MM",NA,NA,NA,2024-05-14,2024
"2024w20",14,"Sterkwater Wastewater Treatment Works","Free State","Mangaung MM",NA,NA,NA,2024-05-14,2024
"2024w21",4,"Sterkwater Wastewater Treatment Works","Free State","Mangaung MM",NA,NA,NA,2024-05-21,2024
"2024w21",4,"Bloemspruit Wastewater Treatment Works","Free State","Mangaung MM",NA,NA,NA,2024-05-21,2024
"2024w21",10,"Sterkwater Wastewater Treatment Works","Free State","Mangaung MM",NA,NA,NA,2024-05-21,2024
"2024w21",10,"Bloemspruit Wastewater Treatment Works","Free State","Mangaung MM",NA,NA,NA,2024-05-21,2024
"2024w22",3,NA,NA,NA,NA,NA,NA,NA,2024
"2021w1",4933,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",97,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",42,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -1200,8 +1204,10 @@
"2024w19",58,"Northern Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",0.47,2.34,0.369215857410143,2024-05-06,2024
"2024w20",44,"Northern Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-12,2024
"2024w20",44,"Central Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-13,2024
"2024w21",34,"Central Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-20,2024
"2024w21",34,"Northern Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-20,2024
"2024w21",49,"Central Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-20,2024
"2024w21",49,"Northern Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-20,2024
"2024w22",5,"Central Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-27,2024
"2024w22",5,"Northern Wastewater Treatment Works (KZN)","KwaZulu-Natal","Ethekwini MM",NA,NA,NA,2024-05-27,2024
"2021w1",2741,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",56,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",38,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -1501,8 +1507,9 @@
"2024w19",29,"Hartebeesfontein Waterworks","Gauteng","Ekurhuleni MM",1.22,2.34,0.369215857410143,2024-05-07,2024
"2024w20",48,"Hartebeesfontein Waterworks","Gauteng","Ekurhuleni MM",NA,NA,NA,2024-05-14,2024
"2024w20",48,"ERWAT Vlakplaat Wastewater Treatment Works","Gauteng","Ekurhuleni MM",NA,NA,NA,2024-05-14,2024
"2024w21",25,"Hartebeesfontein Waterworks","Gauteng","Ekurhuleni MM",NA,NA,NA,2024-05-21,2024
"2024w21",25,"ERWAT Vlakplaat Wastewater Treatment Works","Gauteng","Ekurhuleni MM",NA,NA,NA,2024-05-21,2024
"2024w21",42,"Hartebeesfontein Waterworks","Gauteng","Ekurhuleni MM",NA,NA,NA,2024-05-21,2024
"2024w21",42,"ERWAT Vlakplaat Wastewater Treatment Works","Gauteng","Ekurhuleni MM",NA,NA,NA,2024-05-21,2024
"2024w22",10,NA,NA,NA,NA,NA,NA,NA,2024
"2021w1",3854,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",145,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",123,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -1871,13 +1878,15 @@
"2024w17",17,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-04-26,2024
"2024w18",20,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",0,NA,NA,2024-04-30,2024
"2024w18",20,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",0.65,2.34,0.369215857410143,2024-05-03,2024
"2024w19",49,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",0.42,2.34,0.369215857410143,2024-05-07,2024
"2024w19",49,"Rooiwal Wastewater Treatment Works","Gauteng","Tshwane MM",0.84,2.34,0.369215857410143,2024-05-08,2024
"2024w19",49,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",0,NA,NA,2024-05-10,2024
"2024w20",32,"Rooiwal Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-15,2024
"2024w20",32,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-17,2024
"2024w21",37,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-21,2024
"2024w21",37,"Rooiwal Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-22,2024
"2024w19",50,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",0.42,2.34,0.369215857410143,2024-05-07,2024
"2024w19",50,"Rooiwal Wastewater Treatment Works","Gauteng","Tshwane MM",0.84,2.34,0.369215857410143,2024-05-08,2024
"2024w19",50,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",0,NA,NA,2024-05-10,2024
"2024w20",33,"Rooiwal Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-15,2024
"2024w20",33,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-17,2024
"2024w21",52,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-21,2024
"2024w21",52,"Rooiwal Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-22,2024
"2024w21",52,"Daspoort Wastewater Treatment Works","Gauteng","Tshwane MM",NA,NA,NA,2024-05-24,2024
"2024w22",11,NA,NA,NA,NA,NA,NA,NA,2024
"2021w1",4758,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",135,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",95,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -2073,8 +2082,9 @@
"2024w19",47,"Northern Wastewater Treatment Works (GP)","Gauteng","Johannesburg MM",0.65,2.34,0.369215857410143,2024-05-07,2024
"2024w19",47,"Goudkoppies Wastewater Treatment Works","Gauteng","Johannesburg MM",2.32,2.34,0.369215857410143,2024-05-08,2024
"2024w20",44,"Goudkoppies Wastewater Treatment Works","Gauteng","Johannesburg MM",NA,NA,NA,2024-05-17,2024
"2024w21",26,"Northern Wastewater Treatment Works (GP)","Gauteng","Johannesburg MM",NA,NA,NA,2024-05-21,2024
"2024w21",26,"Goudkoppies Wastewater Treatment Works","Gauteng","Johannesburg MM",NA,NA,NA,2024-05-22,2024
"2024w21",35,"Northern Wastewater Treatment Works (GP)","Gauteng","Johannesburg MM",NA,NA,NA,2024-05-21,2024
"2024w21",35,"Goudkoppies Wastewater Treatment Works","Gauteng","Johannesburg MM",NA,NA,NA,2024-05-22,2024
"2024w22",7,NA,NA,NA,NA,NA,NA,NA,2024
"2021w1",372,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",29,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",35,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -2547,8 +2557,8 @@
"2024w11",0,"Nancefield","Limpopo","Vhembe DM",0,NA,NA,2024-03-11,2024
"2024w13",0,"Nancefield","Limpopo","Vhembe DM",1.69,2.34,0.369215857410143,2024-03-25,2024
"2024w13",0,"Musina WWTW (in town)","Limpopo","Vhembe DM",0,NA,NA,2024-03-25,2024
"2024w16",0,"Musina WWTW (in town)","Limpopo","Vhembe DM",1.7,2.34,0.369215857410143,2024-04-15,2024
"2024w16",0,"Nancefield","Limpopo","Vhembe DM",3.5,3.5,0.544068044350276,2024-04-15,2024
"2024w16",2,"Musina WWTW (in town)","Limpopo","Vhembe DM",1.7,2.34,0.369215857410143,2024-04-15,2024
"2024w16",2,"Nancefield","Limpopo","Vhembe DM",3.5,3.5,0.544068044350276,2024-04-15,2024
"2024w17",0,"Nancefield","Limpopo","Vhembe DM",0,NA,NA,2024-04-22,2024
"2024w17",0,"Musina WWTW (in town)","Limpopo","Vhembe DM",3,3,0.477121254719662,2024-04-22,2024
"2024w18",0,"Nancefield","Limpopo","Vhembe DM",0,NA,NA,2024-05-02,2024
Expand Down Expand Up @@ -2665,6 +2675,8 @@
"2024w19",0,"Manguzi Wastewater Treatment Plant","KwaZulu-Natal","Umkhanyakude DM",0,NA,NA,2024-05-08,2024
"2024w20",0,"Jozini Wastewater Treatment Plant","KwaZulu-Natal","Umkhanyakude DM",NA,NA,NA,2024-05-14,2024
"2024w20",0,"Manguzi Wastewater Treatment Plant","KwaZulu-Natal","Umkhanyakude DM",NA,NA,NA,2024-05-15,2024
"2024w21",0,"Jozini Wastewater Treatment Plant","Gauteng","Umkhanyakude DM",NA,NA,NA,2024-05-21,2024
"2024w21",0,"Manguzi Wastewater Treatment Plant","KwaZulu-Natal","Umkhanyakude DM",NA,NA,NA,2024-05-22,2024
"2021w1",183,NA,NA,NA,NA,NA,NA,NA,2021
"2021w2",17,NA,NA,NA,NA,NA,NA,NA,2021
"2021w3",3,NA,NA,NA,NA,NA,NA,NA,2021
Expand Down Expand Up @@ -2776,4 +2788,4 @@
"2024w19",2,"Homevale Kimberley","Northern Cape","Frances Baard DM",NA,NA,NA,2024-05-08,2024
"2024w19",2,"Homevale Kimberley","Northern Cape","Frances Baard DM",0.2,2.34,0.369215857410143,2024-05-09,2024
"2024w20",5,NA,NA,NA,NA,NA,NA,NA,2024
"2024w21",3,NA,NA,NA,NA,NA,NA,NA,2024
"2024w21",3,"Homevale Kimberley","Northern Cape","Frances Baard DM",NA,NA,NA,2024-05-22,2024
9 changes: 5 additions & 4 deletions rsa_cases_vs_levels.csv
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Expand Up @@ -171,9 +171,10 @@
"2024w13",58,21,152.45,"w","dPCR",2.1831274287014,-0.3,2024,13,"South African SARS-CoV-2 Wastewater Levels",2024-03-30
"2024w14",62,18,433.32,"w","dPCR",2.63680873447445,-0.3,2024,14,"South African SARS-CoV-2 Wastewater Levels",2024-04-06
"2024w15",80,23,134.49,"w","dPCR",2.12868999358545,-0.3,2024,15,"South African SARS-CoV-2 Wastewater Levels",2024-04-13
"2024w16",119,27,661.22,"w","dPCR",2.82034598125494,-0.3,2024,16,"South African SARS-CoV-2 Wastewater Levels",2024-04-20
"2024w16",121,27,661.22,"w","dPCR",2.82034598125494,-0.3,2024,16,"South African SARS-CoV-2 Wastewater Levels",2024-04-20
"2024w17",131,23,346.78,"w","dPCR",2.54005404226407,-0.3,2024,17,"South African SARS-CoV-2 Wastewater Levels",2024-04-27
"2024w18",137,23,145.95,"w","dPCR",2.16420409932403,-0.3,2024,18,"South African SARS-CoV-2 Wastewater Levels",2024-05-04
"2024w19",226,26,30.42,"w","dPCR",1.48315920971698,-0.3,2024,19,"South African SARS-CoV-2 Wastewater Levels",2024-05-11
"2024w20",213,23,NA,"w","dPCR",NA,NA,2024,20,"South African SARS-CoV-2 Wastewater Levels",2024-05-18
"2024w21",146,18,NA,"w","dPCR",NA,NA,2024,21,"South African SARS-CoV-2 Wastewater Levels",2024-05-25
"2024w19",227,26,30.42,"w","dPCR",1.48315920971698,-0.3,2024,19,"South African SARS-CoV-2 Wastewater Levels",2024-05-11
"2024w20",214,23,NA,"w","dPCR",NA,NA,2024,20,"South African SARS-CoV-2 Wastewater Levels",2024-05-18
"2024w21",225,25,NA,"w","dPCR",NA,NA,2024,21,"South African SARS-CoV-2 Wastewater Levels",2024-05-25
"2024w22",38,2,NA,"w","dPCR",NA,NA,2024,22,"South African SARS-CoV-2 Wastewater Levels",2024-06-01

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