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World Development Indicators

Python script for automated access to world-bank website and retreiving datasets with datapackages. World bank is a global partnership that provides loans to countries for capital projects. It trac...

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/luccasmmg/world-development-indicators/
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https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tg.val.totl.gd.zs/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tg.val.totl.gd.zs/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tg.val.totl.gd.zs/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tm.val.mrch.cd.wt/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tm.val.mrch.cd.wt/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tm.val.mrch.cd.wt/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tt.pri.mrch.xd.wd/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tt.pri.mrch.xd.wd/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tt.pri.mrch.xd.wd/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.fuel.zs.un/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.fuel.zs.un/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.fuel.zs.un/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.mmtl.zs.un/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.mmtl.zs.un/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.mmtl.zs.un/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.mrch.cd.wt/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.mrch.cd.wt/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.mrch.cd.wt/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.tech.cd/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.tech.cd/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.tech.cd/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.tech.mf.zs/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.tech.mf.zs/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/tx.val.tech.mf.zs/datapackage.json
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/vc.ihr.psrc.p5/README.md
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/vc.ihr.psrc.p5/data.csv
https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/vc.ihr.psrc.p5/datapackage.json
Key Files

Start with these files — they give you everything you need to understand and access the dataset.

https://datahub.io/luccasmmg/world-development-indicators/_r/-/indicators/ag.con.fert.zs/datapackage.json
README.mddocumentation
https://datahub.io/luccasmmg/world-development-indicators/_r/-/README.md
Typical Usage
  1. 1. Fetch indicators/ag.con.fert.zs/datapackage.json to inspect schema and resources
  2. 2. Download data resources listed in indicators/ag.con.fert.zs/datapackage.json
  3. 3. Read README.md for full context

Data Previews

Indicator data

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Schema

nametypedescription
Country NamestringCountry or Region name
Country CodestringISO 3-digit ISO code extended to include regional codes e.g. EUR, ARB etc
YearyearYear
ValuenumberGross national income is the total income earned by all residents within an economic territory during an accounting period. It is equal to gross domestic product plus earned income receivable from abroad minus earned income payable abroad. This figure is converted to U.S. dollars using the World Bank Atlas method, and divided by the midyear population. GNI, calculated in national currency, is usually converted to U.S. dollars at official exchange rates for comparisons across economies, although an alternative rate is used when the official exchange rate is judged to diverge by an exceptionally large margin from the rate actually applied in international transactions. To smooth fluctuations in prices and exchange rates, a special Atlas method of conversion is used by the World Bank. This applies a conversion factor that averages the exchange rate for a given year and the two preceding years, adjusted for differences in rates of inflation between the country, and through 2000, the G-5 countries (France, Germany, Japan, the United Kingdom, and the United States). From 2001, these countries include the Euro area, Japan, the United Kingdom, and the United States. This indicator is expressed in current prices, meaning no adjustment has been made to account for price changes over time. This indicator is expressed in United States dollars.

Data Files

FileDescriptionSizeLast modifiedDownload
data
401 kBabout 2 months ago
data
FilesSizeFormatCreatedUpdatedLicenseSource
1401 kBcsvabout 2 months ago

Gross national income is the total income earned by all residents within an economic territory during an accounting period. It is equal to gross domestic product plus earned income receivable from abroad minus earned income payable abroad. This figure is converted to U.S. dollars using the World Bank Atlas method, and divided by the midyear population. GNI, calculated in national currency, is usually converted to U.S. dollars at official exchange rates for comparisons across economies, although an alternative rate is used when the official exchange rate is judged to diverge by an exceptionally large margin from the rate actually applied in international transactions. To smooth fluctuations in prices and exchange rates, a special Atlas method of conversion is used by the World Bank. This applies a conversion factor that averages the exchange rate for a given year and the two preceding years, adjusted for differences in rates of inflation between the country, and through 2000, the G-5 countries (France, Germany, Japan, the United Kingdom, and the United States). From 2001, these countries include the Euro area, Japan, the United Kingdom, and the United States. This indicator is expressed in current prices, meaning no adjustment has been made to account for price changes over time. This indicator is expressed in United States dollars.