Daily Live COVID-19 Pandemic Wave Progression

Albania

Albania Albania Albania

Algeria

Algeria Algeria Algeria

Andorra

Andorra Andorra Andorra

Argentina

Argentina Argentina Argentina

Armenia

Armenia Armenia Armenia

Australia

Australia Australia Australia

Austria

Austria Austria Austria

Azerbaijan

Azerbaijan Azerbaijan Azerbaijan

Bahrain

Bahrain Bahrain Bahrain

Bangladesh

Bangladesh Bangladesh Bangladesh

Belarus

Belarus Belarus Belarus

Belgium

Belgium Belgium Belgium

Benin

Benin Benin Benin

Bolivia

Bolivia Bolivia Bolivia

Bosnia and Herzegovina

Bosnia and Herzegovina Bosnia and Herzegovina Bosnia and Herzegovina

Brazil

Brazil Brazil Brazil

Brunei

Brunei Brunei Brunei

Bulgaria

Bulgaria Bulgaria Bulgaria

Burkina Faso

Burkina Faso Burkina Faso Burkina Faso

Burma

Burma Burma Burma

Cabo Verde

Cabo Verde Cabo Verde Cabo Verde

Cambodia

Cambodia Cambodia Cambodia

Cameroon

Cameroon Cameroon Cameroon

Canada

Canada Canada Canada

Central African Republic

Central African Republic Central African Republic Central African Republic

Chad

Chad Chad Chad

Chile

Chile Chile Chile

China

China China China

Colombia

Colombia Colombia Colombia

Congo (Brazzaville)

Congo (Brazzaville) Congo (Brazzaville) Congo (Brazzaville)

Congo (Kinshasa)

Congo (Kinshasa) Congo (Kinshasa) Congo (Kinshasa)

Costa Rica

Costa Rica Costa Rica Costa Rica

Cote d'Ivoire

Cote d'Ivoire Cote d'Ivoire Cote d'Ivoire

Croatia

Croatia Croatia Croatia

Cuba

Cuba Cuba Cuba

Cyprus

Cyprus Cyprus Cyprus

Czechia

Czechia Czechia Czechia

Denmark

Denmark Denmark Denmark

Diamond Princess

Diamond Princess Diamond Princess Diamond Princess

Djibouti

Djibouti Djibouti Djibouti

Dominican Republic

Dominican Republic Dominican Republic Dominican Republic

Ecuador

Ecuador Ecuador Ecuador

Egypt

Egypt Egypt Egypt

El Salvador

El Salvador El Salvador El Salvador

Equatorial Guinea

Equatorial Guinea Equatorial Guinea Equatorial Guinea

Estonia

Estonia Estonia Estonia

Eswatini

Eswatini Eswatini Eswatini

Ethiopia

Ethiopia Ethiopia Ethiopia

Finland

Finland Finland Finland

France

France France France

Gabon

Gabon Gabon Gabon

Georgia

Georgia Georgia Georgia

Germany

Germany Germany Germany

Ghana

Ghana Ghana Ghana

Greece

Greece Greece Greece

Guatemala

Guatemala Guatemala Guatemala

Guinea

Guinea Guinea Guinea

Guinea-Bissau

Guinea-Bissau Guinea-Bissau Guinea-Bissau

Guyana

Guyana Guyana Guyana

Haiti

Haiti Haiti Haiti

Honduras

Honduras Honduras Honduras

Hungary

Hungary Hungary Hungary

Iceland

Iceland Iceland Iceland

India

India India India

Indonesia

Indonesia Indonesia Indonesia

Iran

Iran Iran Iran

Iraq

Iraq Iraq Iraq

Ireland

Ireland Ireland Ireland

Israel

Israel Israel Israel

Italy

Italy Italy Italy

Jamaica

Jamaica Jamaica Jamaica

Japan

Japan Japan Japan

Jordan

Jordan Jordan Jordan

Kazakhstan

Kazakhstan Kazakhstan Kazakhstan

Kenya

Kenya Kenya Kenya

Korea, South

Korea, South Korea, South Korea, South

Kosovo

Kosovo Kosovo Kosovo

Kuwait

Kuwait Kuwait Kuwait

Kyrgyzstan

Kyrgyzstan Kyrgyzstan Kyrgyzstan

Latvia

Latvia Latvia Latvia

Lebanon

Lebanon Lebanon Lebanon

Liberia

Liberia Liberia Liberia

Libya

Libya Libya Libya

Lithuania

Lithuania Lithuania Lithuania

Luxembourg

Luxembourg Luxembourg Luxembourg

Madagascar

Madagascar Madagascar Madagascar

Malawi

Malawi Malawi Malawi

Malaysia

Malaysia Malaysia Malaysia

Maldives

Maldives Maldives Maldives

Mali

Mali Mali Mali

Malta

Malta Malta Malta

Mauritania

Mauritania Mauritania Mauritania

Mauritius

Mauritius Mauritius Mauritius

Mexico

Mexico Mexico Mexico

Moldova

Moldova Moldova Moldova

Mongolia

Mongolia Mongolia Mongolia

Montenegro

Montenegro Montenegro Montenegro

Morocco

Morocco Morocco Morocco

Mozambique

Mozambique Mozambique Mozambique

Nepal

Nepal Nepal Nepal

Netherlands

Netherlands Netherlands Netherlands

New Zealand

New Zealand New Zealand New Zealand

Nicaragua

Nicaragua Nicaragua Nicaragua

Niger

Niger Niger Niger

Nigeria

Nigeria Nigeria Nigeria

North Macedonia

North Macedonia North Macedonia North Macedonia

Norway

Norway Norway Norway

Oman

Oman Oman Oman

Pakistan

Pakistan Pakistan Pakistan

Panama

Panama Panama Panama

Paraguay

Paraguay Paraguay Paraguay

Peru

Peru Peru Peru

Philippines

Philippines Philippines Philippines

Poland

Poland Poland Poland

Portugal

Portugal Portugal Portugal

Qatar

Qatar Qatar Qatar

Romania

Romania Romania Romania

Russia

Russia Russia Russia

Rwanda

Rwanda Rwanda Rwanda

San Marino

San Marino San Marino San Marino

Sao Tome and Principe

Sao Tome and Principe Sao Tome and Principe Sao Tome and Principe

Saudi Arabia

Saudi Arabia Saudi Arabia Saudi Arabia

Senegal

Senegal Senegal Senegal

Serbia

Serbia Serbia Serbia

Sierra Leone

Sierra Leone Sierra Leone Sierra Leone

Singapore

Singapore Singapore Singapore

Slovakia

Slovakia Slovakia Slovakia

Slovenia

Slovenia Slovenia Slovenia

Somalia

Somalia Somalia Somalia

South Africa

South Africa South Africa South Africa

South Sudan

South Sudan South Sudan South Sudan

Spain

Spain Spain Spain

Sri Lanka

Sri Lanka Sri Lanka Sri Lanka

Sudan

Sudan Sudan Sudan

Suriname

Suriname Suriname Suriname

Sweden

Sweden Sweden Sweden

Switzerland

Switzerland Switzerland Switzerland

Syria

Syria Syria Syria

Taiwan*

Taiwan* Taiwan* Taiwan*

Tajikistan

Tajikistan Tajikistan Tajikistan

Tanzania

Tanzania Tanzania Tanzania

Thailand

Thailand Thailand Thailand

Togo

Togo Togo Togo

Trinidad and Tobago

Trinidad and Tobago Trinidad and Tobago Trinidad and Tobago

Tunisia

Tunisia Tunisia Tunisia

Turkey

Turkey Turkey Turkey

US

US US US

Uganda

Uganda Uganda Uganda

Ukraine

Ukraine Ukraine Ukraine

United Arab Emirates

United Arab Emirates United Arab Emirates United Arab Emirates

United Kingdom

United Kingdom United Kingdom United Kingdom

Uruguay

Uruguay Uruguay Uruguay

Uzbekistan

Uzbekistan Uzbekistan Uzbekistan

Venezuela

Venezuela Venezuela Venezuela

Vietnam

Vietnam Vietnam Vietnam

West Bank and Gaza

West Bank and Gaza West Bank and Gaza West Bank and Gaza

Yemen

Yemen Yemen Yemen

Zambia

Zambia Zambia Zambia

Zimbabwe

Zimbabwe Zimbabwe Zimbabwe

Blue curves: ratio of known COVID-19 cases to recovered patients. This ratio tends to close to 1.0 over time and therefore gives an indication of when the “wave” has passed. We suggest that when a country enters the highlighted green zone, things will begin to improve. Note that most countries follow the same pattern, with the curve turning downwards after a maximum of around 100-500 has been reached. Note in the world panel (top left) that there is currently a second global wave under way. Red curves: daily deaths (72hr average.) Green bar: When a country has passed this, it has overcome the most recent outbreak. Note, some countries can have more than one outbreak due to poor health infrastructure or management. Estimate for overcoming most recent outbreak given in green text.

All data is for educational/academic purposes only. All data is available through JHU.

Correspondence: Alexander Hasson & Prof. Dan Nicolau, School of Mathematical Sciences, QUT.

More countries and data here.