The World Development Indicators (WDI) is the primary World Bank collection of development indicators, compiled from officially-recognized international sources. It presents the most current and accurate global development data available, and includes national, regional and global estimates.

For further details, please refer to https://datatopics.worldbank.org/world-development-indicators/

The World Development Indicators from the World Bank contain over a thousand annual indicators of economic development from hundreds of countries around the world.

Here's a list of the available indicators along with a list of the available countries.

For example, this data includes the life expectancy at birth from many countries around the world:

The dataset hosted here is a slightly transformed verion of the raw files available here to facilitate analytics.

This selection includes data related to SPC member countries and territories for some of the indicators available in the original database published by the World Bank.

Find more Pacific data on PDH.stat.

The World Development Indicators (WDI) is the primary World Bank collection of development indicators, compiled from officially recognized international sources. It presents the most current and accurate global development data available, and includes national, regional and global estimates. You can create your own queries; generate tables, charts, and maps; and easily save, embed, and share them. (From the World Bank DataBank website). It is one of the databases in the World Bank DataBank.

This dataset contains the most current and accurate global development data available including national, regional and global estimates. Data has been collected from the early 1960’s to present and is updated regularly depending on new data available on the indicators. This time series data offers indicators such as agriculture and food security, climate change, population growth, economic growth, education, energy, natural Resources and many more. This public dataset is hosted in Google BigQuery and is included in BigQuery's 1TB/mo of free tier processing. This means that each user receives 1TB of free BigQuery processing every month, which can be used to run queries on this public dataset. Watch this short video to learn how to get started quickly using BigQuery to access public datasets. What is BigQuery .

Analysis of ‘World Bank WDI 2.12 - Health Systems’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/danevans/world-bank-wdi-212-health-systems on 28 January 2022.

--- Dataset description provided by original source is as follows ---

World Bank - World Development Indicators: Health Systems

This is a digest of the information described at http://wdi.worldbank.org/table/2.12# It describes various health spending per capita by Country, as well as doctors, nurses and midwives, and specialist surgical staff per capita

Content

Notes, explanations, etc. 1. There are countries/regions in the World Bank data not in the Covid-19 data, and countries/regions in the Covid-19 data with no World Bank data. This is unavoidable. 2. There were political decisions made in both datasets that may cause problems. I chose to go forward with the data as presented, and did not attempt to modify the decisions made by the dataset creators (e.g., the names of countries, what is and is not a country, etc.).

Columns are as follows: 1. Country_Region: the region as used in Kaggle Covid-19 spread data challenges. 2. Province_State: the region as used in Kaggle Covid-19 spread data challenges. 3. World_Bank_Name: the name of the country used by the World Bank 4. Health_exp_pct_GDP_2016: Level of current health expenditure expressed as a percentage of GDP. Estimates of current health expenditures include healthcare goods and services consumed during each year. This indicator does not include capital health expenditures such as buildings, machinery, IT and stocks of vaccines for emergency or outbreaks.

1. Health_exp_public_pct_2016: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.

2. Health_exp_out_of_pocket_pct_2016: Share of out-of-pocket payments of total current health expenditures. Out-of-pocket payments are spending on health directly out-of-pocket by households.

3. Health_exp_per_capita_USD_2016: Current expenditures on health per capita in current US dollars. Estimates of current health expenditures include healthcare goods and services consumed during each year.

4. per_capita_exp_PPP_2016: Current expenditures on health per capita expressed in international dollars at purchasing power parity (PPP).

5. External_health_exp_pct_2016: Share of current health expenditures funded from external sources. External sources compose of direct foreign transfers and foreign transfers distributed by government encompassing all financial inflows into the national health system from outside the country. External sources either flow through the government scheme or are channeled through non-governmental organizations or other schemes.

6. Physicians_per_1000_2009-18: Physicians include generalist and specialist medical practitioners.

7. Nurse_midwife_per_1000_2009-18: Nurses and midwives include professional nurses, professional midwives, auxiliary nurses, auxiliary midwives, enrolled nurses, enrolled midwives and other associated personnel, such as dental nurses and primary care nurses.

8. Specialist_surgical_per_1000_2008-18: Specialist surgical workforce is the number of specialist surgical, anaesthetic, and obstetric (SAO) providers who are working in each country per 100,000 population.

9. Completeness_of_birth_reg_2009-18: Completeness of birth registration is the percentage of children under age 5 whose births were registered at the time of the survey. The numerator of completeness of birth registration includes children whose birth certificate was seen by the interviewer or whose mother or caretaker says the birth has been registered.

10. Completeness_of_death_reg_2008-16: Completeness of death registration is the estimated percentage of deaths that are registered with their cause of death information in the vital registration system of a country.

What's inside is more than just rows and columns. Make it easy for others to get started by describing how you acquired the data and what time period it represents, too.

Inspiration

Does health spending levels (public or private), or hospital staff have any effect on the rate at which Covid-19 spreads in a country? Can we use this data to predict the rate at which Cases or Fatalities will grow?

--- Original source retains full ownership of the source dataset ---

Graph and download economic data for Constant GDP per capita for Low Income Countries (NYGDPPCAPKDLIC) from 1967 to 2023 about per capita, income, and GDP.

World Development Indicators on information society published in 2013.

Source: The World Bank Dataset Name: World Development Indicators: information society Data source: International Telecommunication Union, World Telecommunication/ICT Development Report and database, and World Bank estimates). Dataset url: http://wdi.worldbank.org/table/5.12#

World Development Indicators (WDI) Dataset Description The World Development Indicators (WDI) dataset is a comprehensive compilation of relevant, high-quality, and internationally comparable statistics about global development. It presents the most current and accurate global development data available and includes national, regional, and global estimates.

                Data Coverage

Time Period: Varies by indicator, often covering several decadesGeographical Coverage: Includes data from all countries and regions worldwide Indicators and Source URLs The following is a list of indicators included in the dataset, along with their respective source URLs: Here is the revised list with the URL replaced with the provided link: Indicators and Source URLs The following is a list of indicators included in the dataset, along with their respective source URLs: Here is the updated list: Indicators and Source URLs The following is a list of indicators included in the dataset, along with their respective source URLs: Population Total: SP.POP.TOTLWorking Population: SP.POP.1564.TOPopulation Ages 0-14: SP.POP.0014.TOPopulation Ages 15-64: SP.POP.1564.TOPopulation Ages 65 and Above: SP.POP.65UP.TOFemale Population (% of total): SP.POP.TOTL.FE.ZSMale Population (% of total): SP.POP.TOTL.MA.ZSGDP (current US$): NY.GDP.MKTP.CDGDP Growth Rate: NY.GDP.MKTP.KD.ZGGDP per Capita (current US$): NY.GDP.PCAP.CDLabor Force Participation Rate: SL.TLF.CACT.ZSLabor Force Participation Rate, Female: SL.TLF.CACT.FE.ZSLabor Force Participation Rate, Male: SL.TLF.CACT.MA.ZSUnemployment Rate: SL.UEM.TOTL.ZSLife Expectancy at Birth: SP.DYN.LE00.INPrimary School Enrollment: SE.PRM.ENRRSecondary School Enrollment: SE.SEC.ENRRTertiary School Enrollment: SE.TER.ENRRAdult Literacy Rate: SE.ADT.LITR.ZSYouth Literacy Rate: SE.ADT.1524.LT.ZS

Graph and download economic data for Gross National Income for Low Income Countries (NYGNPMKTPCDLIC) from 1960 to 2023 about GNI and income.

Graph and download economic data for Age Dependency Ratio: Older Dependents to Working-Age Population for High Income Countries (SPPOPDPNDOLHIC) from 1960 to 2023 about working-age, ratio, income, and population.

Customs records of Belgium are available for WDI GMBH. Learn about its Importer, supply capabilities and the countries to which it supplies goods

Graph and download economic data for Gross Domestic Product Per Capita for World (NYGDPPCAPCDWLD) from 1960 to 2023 about per capita and GDP.

Graph and download economic data for Ease of doing business index for Lower Middle Income Countries (ICBUSEASEXQLMC) from 2015 to 2016 about ease, business, income, and indexes.

Graph and download economic data for Population Ages 15 to 64 for High Income Countries (SPPOP1564TOZSHIC) from 1960 to 2023 about 15 to 64 years, income, and population.

Graph and download economic data for Gross Domestic Product for Comoros (MKTGDPKMA646NWDB) from 1980 to 2023 about Comoros and GDP.

Graph and download economic data for Population Ages 15 to 64 for Upper Middle Income Countries (SPPOP1564TOZSUMC) from 1960 to 2023 about 15 to 64 years, income, and population.

Graph and download economic data for Population Ages 0 to 14 for Middle Income Countries (SPPOP0014TOZSMIC) from 1960 to 2023 about 0 to 14 years, income, and population.

Graph and download economic data for Population, Total for Chad (POPTOTTDA647NWDB) from 1960 to 2023 about Chad and population.

Graph and download economic data for Literacy Rate, Adult Total for Lower Middle Income Countries (SEADTLITRZSLMC) from 1975 to 2023 about literacy, adult, income, and rate.