******* had the highest level of the Human Development Index (HDI) worldwide in 2023 with a value of *****. With a score of ****, ****** followed closely behind *********** and had the second-highest level of human development in that year. The rise of the Asian tigers In the decades after the Cold War, the four so-called Asian tigers, South Korea, Singapore, Taiwan, and Hong Kong (now a Special Administrative Region of China) experienced rapid economic growth and increasing human development. At number eight and number 13 of the HDI, respectively, *********************** are the only Asian locations within the top-15 highest HDI scores. Both locations have experienced tremendous economic growth since the 1980’s and 1990’s. In 1980, the per capita GDP of Hong Kong was ***** U.S. dollars, increasing throughout the decades until reaching ****** in 2023, which is expected to continue to increase in the future. Meanwhile, in 1989, Singapore had a GDP of nearly ** billion U.S. dollars, which has risen to nearly *** billion U.S. dollars today and is also expected to keep increasing. Growth of the UAE The United Arab Emirates (UAE) is the only Middle Eastern country besides Israel within the highest ranking HDI scores globally. Within the Middle East and North Africa (MENA) region, the UAE has the third-largest GDP behind Saudi Arabia and Israel, reaching nearly *** billion U.S. dollars by 2022. Per capita, the UAE GDP was around ****** U.S. dollars in 1989, and has nearly doubled to ****** U.S. dollars by 2021. Moreover, this is expected to reach over ****** U.S. dollars by 2029. On top of being a major oil producer, the UAE has become a hub for finance and business and attracts millions of tourists annually.

The average for 2023 based on 184 countries was 0.744 points. The highest value was in Iceland: 0.972 points and the lowest value was in South Africa: 0.388 points. The indicator is available from 1980 to 2023. Below is a chart for all countries where data are available.

South Sudan had the lowest level of the Human Development Index (HDI) worldwide in 2022 after adjusting for inequality, with a value of 0.22. Its neighbors Chad and the Central African Republic followed behind. Meanwhile, Switzerland topped the HDI not adjusted for inequality.

South Sudan and Somalia had the ****** levels of human development based on the Human Development Index (HDI). Many of the countries at the bottom of the list are located in Sub-Saharan Africa, underlining the prevalence of poverty and low levels of education in the region. Meanwhile, Switzerland had the ******* HDI worldwide.

The average for 2023 based on 27 countries was 0.915 points. The highest value was in Denmark: 0.962 points and the lowest value was in Bulgaria: 0.845 points. The indicator is available from 1980 to 2023. Below is a chart for all countries where data are available.

India's performance on UNDP's Human Development Index (HDI) - score, rank, and comparison with global peers.

The average for 2023 based on 12 countries was 0.787 points. The highest value was in Chile: 0.878 points and the lowest value was in Venezuela: 0.709 points. The indicator is available from 1980 to 2023. Below is a chart for all countries where data are available.

Human Development Index 2022 (HDI)

This dataset is derived from the United Nations Development Programme (UNDP) Human Development Reports, focusing on the latest Human Development Index (HDI) for the year 2022. It has been formatted into easy-to-process CSV tables to facilitate analysis and exploration in Data Science projects.

The dataset provides information on HDI rankings and various social factors that influence this key performance indicator, including:

1. Social Inequality: Metrics reflecting disparities in access to resources and opportunities.
2. Gender Inequality: Indicators measuring inequities between genders in health, education, and economic participation.
3. Trends in HDI: Historical data showcasing changes in human development over time.

Suggestions for Potential Uses in Data Science: 1. Exploratory Data Analysis (EDA): Visualize global patterns and regional variations in HDI and its influencing factors. 2. Predictive Modeling: Use trends to predict future HDI rankings or identify factors with the highest impact on human development. 3. Clustering and Segmentation: Identify groups of countries with similar HDI profiles using unsupervised learning methods. 4. Correlations and Insights: Explore relationships between HDI and socioeconomic factors such as education levels, healthcare access, and income equality. 5. Policy Recommendations: Analyze insights to suggest targeted interventions for sustainable human development.-

This dataset serves as a resource for researchers, data enthusiasts, and policymakers aiming to understand and improve human development across the globe.

Data Source: https://hdr.undp.org/data-center/documentation-and-downloads

Dataset

This dataset was created by Gema Rizaldi 2022

Contents

(1) The Human Development Index (HDI) is compiled by the United Nations Development Programme (UNDP) to measure a country's comprehensive development in the areas of health, education, and economy according to the UNDP's calculation formula.(2) Explanation: (1) The HDI value ranges from 0 to 1, with higher values being better. (2) Due to our country's non-membership in the United Nations and its special international situation, the index is calculated by our department according to the UNDP formula using our country's data. The calculation of the comprehensive index for each year is mainly based on the data of various indicators adopted by the UNDP. (3) In order to have the same baseline for international comparison, the comprehensive index and rankings are not retroactively adjusted after being published.(3) Notes: (1) The old indicators included life expectancy at birth, adult literacy rate, gross enrollment ratio, and average annual income per person calculated by purchasing power parity. (2) The indicators were updated to include life expectancy at birth, mean years of schooling, expected years of schooling, and nominal gross national income (GNI) calculated by purchasing power parity. Starting in 2011, the GNI per capita was adjusted from nominal value to real value to exclude the impact of price changes. Additionally, the HDI calculation method has changed from arithmetic mean to geometric mean. (3) The calculation method for indicators in the education domain changed from geometric mean to simple average due to retrospective adjustments in the 2014 Human Development Report for the years 2005, 2008, and 2010-2012. Since 2016, the education domain has adopted data compiled by the Ministry of Education according to definitions from the United Nations Educational, Scientific and Cultural Organization (UNESCO) and the Organization for Economic Co-operation and Development (OECD).

Europe and Central Asia was the region with the highest Human Development Index (HDI) worldwide at ***. Meanwhile, the lowest HDI was found in Sub-Saharan Africa, underlining the high prevalence of poverty in the region. The difference between the regions was even stronger after adjusting for inequality.

In 2021, Massachusetts, Connecticut, and Minnesota had the highest Human Development Index (HDI) score of any other states at ****. Many more states had a score just below this at ****. Mississippi had the lowest HDI score at ****, and the U.S. average was ****.

Context

It seeks to identify the influence of the human development index and the fatality rate of COVID-19.

Content

This dataframe contains the countries, number of cases and deaths until April 14, 2020. And the HDI - 2014 of the countries.

tx is rate of fatality (death/cases)

Acknowledgements

https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200413-sitrep-84-covid-19.pdf?sfvrsn=44f511ab_2 https://www.br.undp.org/content/brazil/pt/home/idh0/rankings/idh-global.html

Inspiration

Your data will be in front of the world's largest data science community. What questions do you want to see answered?

Context

Data is ranking of countries as per HDI(Human Development Index). A measure of prosperity in Country

Content

Consists of HDI(male and female),Average schooling in years(Male and Female), Average Life Expectancy(male and female) and Per Capita Income (male and female ) of nearly 190 countries

Acknowledgements

Thanks to United Nation Development Program for the Data.

Inspiration

Wanted to understand which country leads in what like some countries having huge difference in per capita income between Males and Females

Past Research

Analyzing difference between Male, Female attributes and there impact on GDI

Iceland had the highest level of the Human Development Index (HDI) worldwide in 2023 after adjusting for inequality, with a value of ****. Its Nordic neighbors Norway and Denmark followed behind. Meanwhile, Iceland also topped the HDI not adjusted for inequality.

Syria: Human Development Index (0 - 1): The latest value from 2023 is 0.564 points, an increase from 0.557 points in 2022. In comparison, the world average is 0.744 points, based on data from 185 countries. Historically, the average for Syria from 1980 to 2023 is 0.587 points. The minimum value, 0.528 points, was reached in 1980 while the maximum of 0.649 points was recorded in 2007.

The average for 2023 based on 44 countries was 0.898 points. The highest value was in Iceland: 0.972 points and the lowest value was in Ukraine: 0.779 points. The indicator is available from 1980 to 2023. Below is a chart for all countries where data are available.

The average for 2023 based on 11 countries was 0.739 points. The highest value was in Singapore: 0.946 points and the lowest value was in Cambodia: 0.606 points. The indicator is available from 1980 to 2023. Below is a chart for all countries where data are available.

Canada: Human Development Index (0 - 1): The latest value from 2023 is 0.939 points, an increase from 0.935 points in 2022. In comparison, the world average is 0.744 points, based on data from 185 countries. Historically, the average for Canada from 1980 to 2023 is 0.889 points. The minimum value, 0.809 points, was reached in 1980 while the maximum of 0.939 points was recorded in 2023.

Compared to other African countries, Seychelles scored the highest in the Human Development Index (HDI) in 2022. The country also ranked 67th globally, as one of the countries with a very high human development. This was followed by Mauritius, Libya, Egypt, and Tunisia, with scores ranging from 0.80 to 0.73 points. On the other hand, Central African Republic, South Sudan, and Somalia were among the countries in the region with the lowest index scores, indicating a low level of human development.