This dataset simulates a set of key economic, social, and environmental indicators for 20 countries over the period from 2010 to 2019. The dataset is designed to reflect typical World Bank metrics, which are used for analysis, policy-making, and forecasting. It includes the following variables:

Country Name: The country for which the data is recorded. Year: The specific year of the observation (from 2010 to 2019). GDP (USD): Gross Domestic Product in billions of US dollars, indicating the economic output of a country. Population: The total population of the country in millions. Life Expectancy (in years): The average life expectancy at birth for the country’s population. Unemployment Rate (%): The percentage of the total labor force that is unemployed but actively seeking employment. CO2 Emissions (metric tons per capita): The per capita carbon dioxide emissions, reflecting environmental impact. Access to Electricity (% of population): The percentage of the population with access to electricity, representing infrastructure development. Country:

Description: Name of the country for which the data is recorded. Data Type: String Example: "United States", "India", "Brazil" Year:

Description: The year in which the data is observed. Data Type: Integer Range: 2010 to 2019 Example: 2012, 2015 GDP (USD):

Description: The Gross Domestic Product of the country in billions of US dollars, indicating the economic output. Data Type: Float (billions of USD) Example: 14200.56 (represents 14,200.56 billion USD) Population:

Description: The total population of the country in millions. Data Type: Float (millions of people) Example: 331.42 (represents 331.42 million people) Life Expectancy (in years):

Description: The average number of years a newborn is expected to live, assuming that current mortality rates remain constant throughout their life. Data Type: Float (years) Range: Typically between 50 and 85 years Example: 78.5 years Unemployment Rate (%):

Description: The percentage of the total labor force that is unemployed but actively seeking employment. Data Type: Float (percentage) Range: Typically between 2% and 25% Example: 6.25% CO2 Emissions (metric tons per capita):

Description: The amount of carbon dioxide emissions per person in the country, measured in metric tons. Data Type: Float (metric tons) Range: Typically between 0.5 and 20 metric tons per capita Example: 4.32 metric tons per capita Access to Electricity (%):

Description: The percentage of the population with access to electricity. Data Type: Float (percentage) Range: Typically between 50% and 100% Example: 95.7%

Dataset

This dataset was created by Shiva Vashishtha

Contents

Yemen Unemployment Rate: World Bank data was reported at 12.934 % in 2018. This records a decrease from the previous number of 13.175 % for 2017. Yemen Unemployment Rate: World Bank data is updated yearly, averaging 11.702 % from Dec 1991 (Median) to 2018, with 28 observations. The data reached an all-time high of 14.023 % in 2015 and a record low of 7.981 % in 1992. Yemen Unemployment Rate: World Bank data remains active status in CEIC and is reported by CEIC Data. The data is categorized under World Trend Plus’s Global Economic Monitor – Table YE.G004: Unemployment Rate. The World Bank provides monthly Unemployment Rate.

Unemployment refers to the share of the labor force that is without work but available for and seeking employment.

Unemployment, total (% of total labor force) (modeled ILO estimate) in Japan was reported at 2.563 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. Japan - Unemployment, total - actual values, historical data, forecasts and projections were sourced from the World Bank on October of 2025.

Graph and download economic data for Youth Unemployment Rate for Bangladesh (SLUEM1524ZSBGD) from 1991 to 2024 about Bangladesh, 15 to 24 years, unemployment, and rate.

🌍 This dataset provides global youth unemployment rates for individuals aged 15–24 across all available countries and years, giving a comprehensive view of labor market conditions for young people worldwide.

🔍 Youth unemployment measures young people who are actively looking for work but cannot find a job. According to World Bank standards, students who are not participating in the labor force are not included, while students who are actively job-seeking are counted. Only individuals who are available for work and searching for employment are considered unemployed. This makes the dataset a precise reflection of labor market pressure among young job seekers.

📊 This dataset contains 17,290 rows and 4 columns: Country, CountryCode, Year, and YouthUnemployment. It includes data for all available countries and territories and spans the years 1960–2023. Some values are missing for certain countries and years where data is not available.

💹 Youth unemployment is an important indicator of economic health, social development, and workforce stability. Monitoring these rates helps reveal patterns in youth labor markets, including regional disparities, historical trends, and the effects of economic policies. The dataset allows for cross-country comparisons, time-series analysis, and identification of long-term shifts in youth employment opportunities. It is a valuable resource for researchers, policymakers, educators, and analysts seeking to understand the challenges faced by young populations as they transition from education to the workforce.

Unemployment, total (% of total labor force) (modeled ILO estimate) in Hong Kong was reported at 2.793 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. Hong Kong - Unemployment, total - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

Bangladesh BD: Unemployment: Modeled ILO Estimate: Male: % of Male Labour Force data was reported at 4.329 % in 2024. This records an increase from the previous number of 4.274 % for 2023. Bangladesh BD: Unemployment: Modeled ILO Estimate: Male: % of Male Labour Force data is updated yearly, averaging 3.138 % from Dec 1991 (Median) to 2024, with 34 observations. The data reached an all-time high of 5.056 % in 2021 and a record low of 2.231 % in 1991. Bangladesh BD: Unemployment: Modeled ILO Estimate: Male: % of Male Labour Force data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Bangladesh – Table BD.World Bank.WDI: Employment and Unemployment. Unemployment refers to the share of the labor force that is without work but available for and seeking employment.;International Labour Organization. “ILO Modelled Estimates and Projections database (ILOEST)” ILOSTAT. Accessed January 07, 2025. https://ilostat.ilo.org/data/.;Weighted average;National estimates are also available in the WDI database. Caution should be used when comparing ILO estimates with national estimates.

Graph and download economic data for Youth Unemployment Rate for Caribbean Small States (SLUEM1524ZSCSS) from 1991 to 2024 about Caribbean Economies, unemployment, and rate.

Ghana GH: Unemployment: National Estimate: % of Total Labour Force data was reported at 6.806 % in 2015. This records an increase from the previous number of 2.173 % for 2013. Ghana GH: Unemployment: National Estimate: % of Total Labour Force data is updated yearly, averaging 1.000 % from Dec 1970 (Median) to 2015, with 25 observations. The data reached an all-time high of 10.360 % in 2000 and a record low of 0.400 % in 1985. Ghana GH: Unemployment: National Estimate: % of Total Labour Force data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Ghana – Table GH.World Bank: Employment and Unemployment. Unemployment refers to the share of the labor force that is without work but available for and seeking employment. Definitions of labor force and unemployment differ by country.; ; International Labour Organization, ILOSTAT database. Data retrieved in September 2018.; Weighted average; The series for ILO estimates is also available in the WDI database. Caution should be used when comparing ILO estimates with national estimates.

Unemployment, total (% of total labor force) (modeled ILO estimate) in Indonesia was reported at 3.3 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. Indonesia - Unemployment, total - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

Unemployment, total (% of total labor force) (modeled ILO estimate) in Angola was reported at 14.46 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. Angola - Unemployment, total - actual values, historical data, forecasts and projections were sourced from the World Bank on October of 2025.

Actual value and historical data chart for Russia Unemployment Total Percent Of Total Labor Force

Graph and download economic data for Youth Unemployment Rate for Indonesia (SLUEM1524ZSIDN) from 1991 to 2024 about Indonesia, 15 to 24 years, unemployment, and rate.

Unemployment, total (% of total labor force) (modeled ILO estimate) in Cambodia was reported at 0.27 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. Cambodia - Unemployment, total - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

Unemployment, total (% of total labor force) (modeled ILO estimate) in Myanmar was reported at 3.032 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. Myanmar - Unemployment, total - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

Unemployment rate can be defined by either the national definition, the ILO harmonized definition, or the OECD harmonized definition. The OECD harmonized unemployment rate gives the number of unemployed persons as a percentage of the labor force (the total number of people employed plus unemployed). [OECD Main Economic Indicators, OECD, monthly] As defined by the International Labour Organization, unemployed workers are those who are currently not working but are willing and able to work for pay, currently available to work, and have actively searched for work. [ILO, http://www.ilo.org/public/english/bureau/stat/res/index.htm]

Unemployment, total (% of total labor force) (modeled ILO estimate) in United States was reported at 4.106 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. United States - Unemployment, total - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

Cameroon CM: Unemployment: National Estimate: Youth Male: % of Male Labour Force Aged 15-24 data was reported at 5.181 % in 2021. This records a decrease from the previous number of 5.813 % for 2014. Cameroon CM: Unemployment: National Estimate: Youth Male: % of Male Labour Force Aged 15-24 data is updated yearly, averaging 5.231 % from Dec 2007 (Median) to 2021, with 4 observations. The data reached an all-time high of 5.813 % in 2014 and a record low of 4.175 % in 2007. Cameroon CM: Unemployment: National Estimate: Youth Male: % of Male Labour Force Aged 15-24 data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Cameroon – Table CM.World Bank.WDI: Employment and Unemployment. Youth unemployment refers to the share of the labor force ages 15-24 without work but available for and seeking employment. Definitions of labor force and unemployment differ by country.;International Labour Organization. “Labour Force Statistics database (LFS)” ILOSTAT. Accessed January 07, 2025. https://ilostat.ilo.org/data/.;Weighted average;The series for ILO estimates is also available in the WDI database. Caution should be used when comparing ILO estimates with national estimates.