Korea Death Rate: Crude: per 1000 People data was reported at 5.500 Ratio in 2016. This records an increase from the previous number of 5.400 Ratio for 2015. Korea Death Rate: Crude: per 1000 People data is updated yearly, averaging 5.600 Ratio from Dec 1960 (Median) to 2016, with 57 observations. The data reached an all-time high of 13.991 Ratio in 1960 and a record low of 5.000 Ratio in 2009. Korea Death Rate: Crude: per 1000 People data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s South Korea – Table KR.World Bank.WDI: Population and Urbanization Statistics. Crude death rate indicates the number of deaths occurring during the year, per 1,000 population estimated at midyear. Subtracting the crude death rate from the crude birth rate provides the rate of natural increase, which is equal to the rate of population change in the absence of migration.; ; (1) United Nations Population Division. World Population Prospects: 2017 Revision. (2) Census reports and other statistical publications from national statistical offices, (3) Eurostat: Demographic Statistics, (4) United Nations Statistical Division. Population and Vital Statistics Reprot (various years), (5) U.S. Census Bureau: International Database, and (6) Secretariat of the Pacific Community: Statistics and Demography Programme.; Weighted average;

North Korea KP: Death Rate: Crude: per 1000 People data was reported at 8.844 Ratio in 2016. This records an increase from the previous number of 8.750 Ratio for 2015. North Korea KP: Death Rate: Crude: per 1000 People data is updated yearly, averaging 8.662 Ratio from Dec 1960 (Median) to 2016, with 57 observations. The data reached an all-time high of 14.165 Ratio in 1960 and a record low of 5.663 Ratio in 1990. North Korea KP: Death Rate: Crude: per 1000 People data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank.WDI: Population and Urbanization Statistics. Crude death rate indicates the number of deaths occurring during the year, per 1,000 population estimated at midyear. Subtracting the crude death rate from the crude birth rate provides the rate of natural increase, which is equal to the rate of population change in the absence of migration.; ; (1) United Nations Population Division. World Population Prospects: 2017 Revision. (2) Census reports and other statistical publications from national statistical offices, (3) Eurostat: Demographic Statistics, (4) United Nations Statistical Division. Population and Vital Statistics Reprot (various years), (5) U.S. Census Bureau: International Database, and (6) Secretariat of the Pacific Community: Statistics and Demography Programme.; Weighted average;

Context

The novel coronavirus that has infected more than 79,551 people worldwide (as of time of writing this context) is spreading rapidly, and independently, in countries outside of China, including Italy, South Korea, and Iran. The viral illness is being diagnosed among hundreds of people in South Korea, Italy and Iran who have no connection to China.

Content

In the notebook I use the time series data. Time series data columns are described in the column description.

Acknowledgements

Thanks to the Johns Hopkins University for providing this data-set for educational purposes. https://github.com/CSSEGISandData/COVID-19

Inspiration

To visualize COVID-19 spread world wide.

South Korea Number of Deaths Ages 20-24 Years data was reported at 1,087.000 Person in 2019. This records a decrease from the previous number of 1,097.000 Person for 2018. South Korea Number of Deaths Ages 20-24 Years data is updated yearly, averaging 1,803.500 Person from Dec 1990 (Median) to 2019, with 30 observations. The data reached an all-time high of 4,419.000 Person in 1990 and a record low of 1,087.000 Person in 2019. South Korea Number of Deaths Ages 20-24 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s South Korea – Table KR.World Bank.WDI: Health Statistics. Number of deaths of youths ages 20-24 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum; Aggregate data for LIC, UMC, LMC, HIC are computed based on the groupings for the World Bank fiscal year in which the data was released by the UN Inter-agency Group for Child Mortality Estimation.

North Korea KP: Completeness of Total Death Reporting data was reported at 93.237 % in 2008. North Korea KP: Completeness of Total Death Reporting data is updated yearly, averaging 93.237 % from Dec 2008 (Median) to 2008, with 1 observations. North Korea KP: Completeness of Total Death Reporting data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank: Health Statistics. Completeness of total death reporting is the number of total deaths reported by national statistics authorities to the United Nations Statistics Division's Demography Yearbook divided by the number of total deaths estimated by the United Nations Population Division.; ; The United Nations Statistics Division's Population and Vital Statistics Report and the United Nations Population Division's World Population Prospects.; Weighted Average;

North Korea KP: Number of Deaths Ages 15-19 Years data was reported at 1,523.000 Person in 2019. This records a decrease from the previous number of 1,579.000 Person for 2018. North Korea KP: Number of Deaths Ages 15-19 Years data is updated yearly, averaging 2,206.500 Person from Dec 1990 (Median) to 2019, with 30 observations. The data reached an all-time high of 3,080.000 Person in 1991 and a record low of 1,523.000 Person in 2019. North Korea KP: Number of Deaths Ages 15-19 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank.WDI: Health Statistics. Number of deaths of adolescents ages 15-19 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum; Aggregate data for LIC, UMC, LMC, HIC are computed based on the groupings for the World Bank fiscal year in which the data was released by the UN Inter-agency Group for Child Mortality Estimation.

North Korea KP: Number of Deaths Ages 10-14 Years data was reported at 641.000 Person in 2019. This records a decrease from the previous number of 681.000 Person for 2018. North Korea KP: Number of Deaths Ages 10-14 Years data is updated yearly, averaging 1,165.000 Person from Dec 1990 (Median) to 2019, with 30 observations. The data reached an all-time high of 1,904.000 Person in 1997 and a record low of 641.000 Person in 2019. North Korea KP: Number of Deaths Ages 10-14 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank.WDI: Health Statistics. Number of deaths of adolescents ages 10-14 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum; Aggregate data for LIC, UMC, LMC, HIC are computed based on the groupings for the World Bank fiscal year in which the data was released by the UN Inter-agency Group for Child Mortality Estimation.

South Korea Number of Deaths Ages 15-19 Years data was reported at 565.000 Person in 2019. This records a decrease from the previous number of 594.000 Person for 2018. South Korea Number of Deaths Ages 15-19 Years data is updated yearly, averaging 1,060.500 Person from Dec 1990 (Median) to 2019, with 30 observations. The data reached an all-time high of 3,403.000 Person in 1990 and a record low of 565.000 Person in 2019. South Korea Number of Deaths Ages 15-19 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s South Korea – Table KR.World Bank.WDI: Health Statistics. Number of deaths of adolescents ages 15-19 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum; Aggregate data for LIC, UMC, LMC, HIC are computed based on the groupings for the World Bank fiscal year in which the data was released by the UN Inter-agency Group for Child Mortality Estimation.

North Korea KP: Number of Deaths Ages 5-14 Years data was reported at 1,375.000 Person in 2016. This records a decrease from the previous number of 1,464.000 Person for 2015. North Korea KP: Number of Deaths Ages 5-14 Years data is updated yearly, averaging 2,073.000 Person from Dec 1990 (Median) to 2016, with 5 observations. The data reached an all-time high of 4,118.000 Person in 2000 and a record low of 1,375.000 Person in 2016. North Korea KP: Number of Deaths Ages 5-14 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank: Health Statistics. Number of deaths of children ages 5-14 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum;

North Korea KP: Number of Death: Under-5 data was reported at 6,651.000 Person in 2017. This records a decrease from the previous number of 6,988.000 Person for 2016. North Korea KP: Number of Death: Under-5 data is updated yearly, averaging 14,411.500 Person from Dec 1990 (Median) to 2017, with 28 observations. The data reached an all-time high of 32,667.000 Person in 1996 and a record low of 6,651.000 Person in 2017. North Korea KP: Number of Death: Under-5 data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank.WDI: Health Statistics. Number of children dying before reaching age five.; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum;

North Korea KP: Number of Deaths Ages 5-9 Years data was reported at 689.000 Person in 2019. This records a decrease from the previous number of 716.000 Person for 2018. North Korea KP: Number of Deaths Ages 5-9 Years data is updated yearly, averaging 1,510.000 Person from Dec 1990 (Median) to 2019, with 30 observations. The data reached an all-time high of 3,085.000 Person in 1997 and a record low of 689.000 Person in 2019. North Korea KP: Number of Deaths Ages 5-9 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank.WDI: Health Statistics. Number of deaths of children ages 5-9 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum; Aggregate data for LIC, UMC, LMC, HIC are computed based on the groupings for the World Bank fiscal year in which the data was released by the UN Inter-agency Group for Child Mortality Estimation.

South Korea Number of Deaths Ages 5-9 Years data was reported at 172.000 Person in 2019. This records a decrease from the previous number of 180.000 Person for 2018. South Korea Number of Deaths Ages 5-9 Years data is updated yearly, averaging 575.500 Person from Dec 1990 (Median) to 2019, with 30 observations. The data reached an all-time high of 1,972.000 Person in 1990 and a record low of 172.000 Person in 2019. South Korea Number of Deaths Ages 5-9 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s South Korea – Table KR.World Bank.WDI: Health Statistics. Number of deaths of children ages 5-9 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum; Aggregate data for LIC, UMC, LMC, HIC are computed based on the groupings for the World Bank fiscal year in which the data was released by the UN Inter-agency Group for Child Mortality Estimation.

Korea Number of Deaths Ages 5-14 Years data was reported at 377.000 Person in 2016. This records a decrease from the previous number of 430.000 Person for 2015. Korea Number of Deaths Ages 5-14 Years data is updated yearly, averaging 683.000 Person from Dec 1990 (Median) to 2016, with 5 observations. The data reached an all-time high of 4,131.000 Person in 1990 and a record low of 377.000 Person in 2016. Korea Number of Deaths Ages 5-14 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Korea – Table KR.World Bank: Health Statistics. Number of deaths of children ages 5-14 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum;

Korea Number of Death: Neonatal data was reported at 675.000 Person in 2016. This records a decrease from the previous number of 718.000 Person for 2015. Korea Number of Death: Neonatal data is updated yearly, averaging 5,894.000 Person from Dec 1960 (Median) to 2016, with 57 observations. The data reached an all-time high of 31,282.000 Person in 1960 and a record low of 675.000 Person in 2016. Korea Number of Death: Neonatal data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Korea – Table KR.World Bank: Health Statistics. Number of neonates dying before reaching 28 days of age.; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum;

Korea Completeness of Total Death Reporting data was reported at 97.542 % in 2009. This records a decrease from the previous number of 99.593 % for 2008. Korea Completeness of Total Death Reporting data is updated yearly, averaging 99.593 % from Dec 2006 (Median) to 2009, with 3 observations. The data reached an all-time high of 100.000 % in 2006 and a record low of 97.542 % in 2009. Korea Completeness of Total Death Reporting data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s South Korea – Table KR.World Bank.WDI: Health Statistics. Completeness of total death reporting is the number of total deaths reported by national statistics authorities to the United Nations Statistics Division's Demography Yearbook divided by the number of total deaths estimated by the United Nations Population Division.; ; The United Nations Statistics Division's Population and Vital Statistics Report and the United Nations Population Division's World Population Prospects.; Weighted average;

North Korea KP: Number of Deaths Ages 20-24 Years data was reported at 2,032.000 Person in 2019. This records a decrease from the previous number of 2,104.000 Person for 2018. North Korea KP: Number of Deaths Ages 20-24 Years data is updated yearly, averaging 2,680.500 Person from Dec 1990 (Median) to 2019, with 30 observations. The data reached an all-time high of 4,937.000 Person in 1995 and a record low of 2,032.000 Person in 2019. North Korea KP: Number of Deaths Ages 20-24 Years data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank.WDI: Health Statistics. Number of deaths of youths ages 20-24 years; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum; Aggregate data for LIC, UMC, LMC, HIC are computed based on the groupings for the World Bank fiscal year in which the data was released by the UN Inter-agency Group for Child Mortality Estimation.

North Korea KP: Completeness of Infant Death Reporting data was reported at 72.540 % in 2008. North Korea KP: Completeness of Infant Death Reporting data is updated yearly, averaging 72.540 % from Dec 2008 (Median) to 2008, with 1 observations. North Korea KP: Completeness of Infant Death Reporting data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank: Health Statistics. Completeness of infant death reporting is the number of infant deaths reported by national statistics authorities to the United Nations Statistics Division's Demography Yearbook divided by the number of infant deaths estimated by the United Nations Population Division.; ; The United Nations Statistics Division's Population and Vital Statistics Report and the United Nations Population Division's World Population Prospects.; ;

Korea Number of Death: Infant data was reported at 1,303.000 Person in 2016. This records a decrease from the previous number of 1,345.000 Person for 2015. Korea Number of Death: Infant data is updated yearly, averaging 10,443.000 Person from Dec 1960 (Median) to 2016, with 57 observations. The data reached an all-time high of 85,226.000 Person in 1960 and a record low of 1,303.000 Person in 2016. Korea Number of Death: Infant data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Korea – Table KR.World Bank: Health Statistics. Number of infants dying before reaching one year of age.; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum;

North Korea KP: Number of Death: Neonatal data was reported at 3,754.000 Person in 2016. This records a decrease from the previous number of 3,922.000 Person for 2015. North Korea KP: Number of Death: Neonatal data is updated yearly, averaging 7,566.000 Person from Dec 1990 (Median) to 2016, with 27 observations. The data reached an all-time high of 13,175.000 Person in 1996 and a record low of 3,754.000 Person in 2016. North Korea KP: Number of Death: Neonatal data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s North Korea – Table KP.World Bank: Health Statistics. Number of neonates dying before reaching 28 days of age.; ; Estimates developed by the UN Inter-agency Group for Child Mortality Estimation (UNICEF, WHO, World Bank, UN DESA Population Division) at www.childmortality.org.; Sum;

South Korea Suicide Mortality Rate: Male data was reported at 38.400 NA in 2016. This records a decrease from the previous number of 39.900 NA for 2015. South Korea Suicide Mortality Rate: Male data is updated yearly, averaging 38.400 NA from Dec 2000 (Median) to 2016, with 5 observations. The data reached an all-time high of 45.100 NA in 2010 and a record low of 20.300 NA in 2000. South Korea Suicide Mortality Rate: Male data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s South Korea – Table KR.World Bank.WDI: Health Statistics. Suicide mortality rate is the number of suicide deaths in a year per 100,000 population. Crude suicide rate (not age-adjusted).; ; World Health Organization, Global Health Observatory Data Repository (http://apps.who.int/ghodata/).; Weighted average;