Non-food production index (gross, 1999-2001 = 100)

Non-food production index covers non-food items.  All the indices at the country, regional and world levels are calculated by the Laspeyres formula. Production quantities of each commodity are weighted by 2004-2006 average international commodity prices and summed for each year. To obtain the index, the aggregate for a given year is divided by the average aggregate for the base period 2004-2006.  It should be noted that when calculating indices of agricultural, food and nonfood production, all intermediate primary inputs of agricultural origin are deducted. However, for indices of any other commodity group, only inputs originating from within the same group are deducted; thus, only seed is removed from the group “crops” and from all crop subgroups, such as cereals, oil crops, etc.; and both feed and seed originating from within the livestock sector (e.g. milk feed, hatching eggs) are removed from the group “livestock products”. For the main two livestock subgroups, namely, meat and milk, only feed originating from the respective subgroup is removed.  The ""international commodity prices” are used in order to avoid the use of exchange rates for obtaining continental and world aggregates, and also to improve and facilitate international comparative analysis of productivity at the national level. These” international prices”, expressed in so-called ""international dollars”, are derived using a Geary-Khamis formula for the agricultural sector. This method assigns a single “price” to each commodity. For example, one metric ton of wheat has the same price regardless of the country where it was produced. The currency unit in which the prices are expressed has no influence on the indices published.  The indices are calculated from production data presented on a calendar year basis.  Aggregates are the sum of available data.


Livestock production index (2014-2016 = 100)

Livestock production index includes meat and milk from all sources, dairy products such as cheese, and eggs, honey, raw silk, wool, and hides and skins.

Food and Agriculture Organization, electronic files and web site.


Millet production (metric tons)

Production data on millet relate to crop harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Maize production (metric tons)

Production data on maize relate to crop harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Gross non-food production index (1999-2001 = 100)

Non-food production index covers non-food items.  The FAO indices of agricultural production show the relative level of the aggregate volume of agricultural production for each year in comparison with the base period 2004-2006. They are based on the sum of price-weighted quantities of different agricultural commodities produced after deductions of quantities used as seed and feed weighted in a similar manner. The resulting aggregate represents, therefore, disposable production for any use except as seed and feed.

Food and Agriculture Organization, Production Yearbook and data files.


Rice production (metric tons)

Production data on rice relate to crop harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Roots and tubers production (metric tons)


Sorghum production (metric tons)

Production data on sorghum relate to crop harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Wheat production (metric tons)

Production data on wheat relate to crop harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Barley seed quantity (FAO, metric tonnes)

Data include the amounts of the commodity in question set aside for sowing or planting (or generally for reproduction purposes, e.g. sugar cane planted, potatoes for seed, eggs for hatching and fish for bait, whether domestically produced or imported) during the reference period. Account is taken of double or successive sowing or planting whenever it occurs. The data of seed include also, when it is the case, the quantities necessary for sowing or planting the area relating to crops harvested green for fodder or for food.(e.g. green peas, green beans, maize for forage) Data for seed element are stored in tonnes (t). Whenever official data were not available, seed figures have been estimated either as a percentage of supply (e.g. eggs for hatching) or by multiplying a seed rate with the area under the crop of the subsequent year.


Cereal seed quantity (FAO, metric tonnes)


Fonio seed quantity (FAO, metric tonnes)


Millet seed quantity (FAO, metric tonnes)


Maize seed quantity (FAO, metric tonnes)


Sorghum seed quantity (FAO, metric tonnes)


Wheat seed quantity (FAO, metric tonnes)


Surface area (ha)

Surface area is a country's total area, including areas under inland bodies of water and some coastal waterways.


Agricultural machinery, tractors per agricultural worker


Barley yield (kg per hectare)

Barley yield, measured as kilograms per hectare of harvested land. Production data on  relate to crops harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Cereal yield (kg per hectare)

Cereal yield, measured as kilograms per hectare of harvested land, includes wheat, rice, maize, barley, oats, rye, millet, sorghum, buckwheat, and mixed grains. Production data on cereals relate to crops harvested for dry grain only. Cereal crops harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded. The FAO allocates production data to the calendar year in which the bulk of the harvest took place. Most of a crop harvested near the end of a year will be used in the following year.


Fonio yield (kg per hectare)

Fonio yield, measured as kilograms per hectare of harvested land. Production data on  relate to crops harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Millet yield (kg per hectare)

Millet yield, measured as kilograms per hectare of harvested land. Production data on  relate to crops harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Maize yield (kg per hectare)

Maize yield, measured as kilograms per hectare of harvested land. Production data on  relate to crops harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Rice yield (kg per hectare)

Rice yield, measured as kilograms per hectare of harvested land. Production data on  relate to crops harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Sorghum yield (kg per hectare)

Sorghum yield, measured as kilograms per hectare of harvested land. Production data on  relate to crops harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Wheat yield (kg per hectare)

Wheat yield, measured as kilograms per hectare of harvested land. Production data on  relate to crops harvested for dry grain only. Crop harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits)


Coverage of social safety net programs (% of population)


Generosity of social safety net programs (% of total welfare of beneficiary households)


Benefit incidence of social insurance programs to poorest quintile (% of total social insurance benefits)


Coverage of social insurance programs (% of population)


Generosity of social insurance programs (% of total welfare of beneficiary households)


Benefit incidence of social protection and labor programs to poorest quintile (% of total SPL benefits)


Coverage of social protection and labor programs (% of population)


Generosity of social protection and labor programs (% of total welfare of beneficiary households)


041.Herfindahl-Hirschman Index

Exporter Dynamics Database – Indicators at Country-Year Level

Exporter-level information on export transactions - Customs


042.Share of top 1% Exporters in TEV (Total Export Value)


043.Share of top 5% Exporters in TEV (Total Export Value)


044.Share of top 25% Exporters in TEV (Total Export Value)


045.Number of HS6 Products per Exporter: Mean


046.Number of HS6 Products per Exporter: Median


047.Number of HS6 Products per Exporter: StDev.


048.Number of Destinations per Exporter: Mean


049.Number of Destinations per Exporter: Median


050.Number of Destinations per Exporter: StDev.


051.Number of Exporters per HS6 Product: Mean


052.Number of Exporters per HS6 Product: Median


053.Number of Exporters per HS6 Product: StDev.


054.Number of Exporters per Destination: Mean


055.Number of Exporters per Destination: Median


056.Number of Exporters per Destination: StDev.


Barro-Lee: Percentage of female population age 15-19 with no education

Robert J. Barro and Jong-Wha Lee: http://www.barrolee.com/


Barro-Lee: Percentage of population age 15-19 with no education


Barro-Lee: Percentage of female population age 15+ with no education


Barro-Lee: Percentage of population age 15+ with no education


Barro-Lee: Percentage of female population age 20-24 with no education


Barro-Lee: Percentage of population age 20-24 with no education


Barro-Lee: Percentage of female population age 25-29 with no education


Barro-Lee: Percentage of population age 25-29 with no education


Barro-Lee: Percentage of female population age 25+ with no education


Barro-Lee: Percentage of population age 25+ with no education


Barro-Lee: Percentage of female population age 30-34 with no education


Barro-Lee: Percentage of population age 30-34 with no education


Barro-Lee: Percentage of female population age 35-39 with no education


Barro-Lee: Percentage of population age 35-39 with no education


Barro-Lee: Percentage of female population age 40-44 with no education


Barro-Lee: Percentage of population age 40-44 with no education


Barro-Lee: Percentage of female population age 45-49 with no education


Barro-Lee: Percentage of population age 45-49 with no education


Barro-Lee: Percentage of female population age 50-54 with no education


Barro-Lee: Percentage of population age 50-54 with no education


Barro-Lee: Percentage of female population age 55-59 with no education


Barro-Lee: Percentage of population age 55-59 with no education


Barro-Lee: Percentage of female population age 60-64 with no education


Barro-Lee: Percentage of population age 60-64 with no education


Barro-Lee: Percentage of female population age 65-69 with no education


Barro-Lee: Percentage of population age 65-69 with no education


Barro-Lee: Percentage of female population age 70-74 with no education


Barro-Lee: Percentage of population age 70-74 with no education


Barro-Lee: Percentage of female population age 75+ with no education


Barro-Lee: Percentage of population age 75+ with no education


Barro-Lee: Population in thousands, age 15-19, total

Population in thousands, age 15-19, total is the total population of 15-19 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 15-19, female

Population in thousands, age 15-19, female is the female population of 15-19 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 15+, total

Population in thousands, age 15+, total is the total population over age 15 in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 15+, female

Population in thousands, age 15+, female is the female population over age 15 in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 20-24, total

Population in thousands, age 20-24, total is the total population of 20-24 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 20-24, female

Population in thousands, age 20-24, female is the female population of 20-24 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 25-29, total

Population in thousands, age 25-29, total is the total population of 25-29 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 25-29, female

Population in thousands, age 25-29, female is the female population of 25-29 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 25+, total

Population in thousands, age 25+, total is the total population over age 25 in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 25+, female

Population in thousands, age 25+, female is the female population over age 25 in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 30-34, total

Population in thousands, age 30-34, total is the total population of 30-34 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 30-34, female

Population in thousands, age 30-34, female is the female population of 30-34 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 35-39, total

Population in thousands, age 35-39, total is the total population of 35-39 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 35-39, female

Population in thousands, age 35-39, female is the female population of 35-39 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 40-44, total

Population in thousands, age 40-44, total is the total population of 40-44 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 40-44, female

Population in thousands, age 40-44, female is the female population of 40-44 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 45-49, total

Population in thousands, age 45-49, total is the total population of 45-49 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 45-49, female

Population in thousands, age 45-49, female is the female population of 45-49 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 50-54, total

Population in thousands, age 50-54, total is the total population of 50-54 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 50-54, female

Population in thousands, age 50-54, female is the female population of 50-54 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 55-59, total

Population in thousands, age 55-59, total is the total population of 55-59 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 55-59, female

Population in thousands, age 55-59, female is the female population of 55-59 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 60-64, total

Population in thousands, age 60-64, total is the total population of 60-64 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 60-64, female

Population in thousands, age 60-64, female is the female population of 60-64 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 65-69, total

Population in thousands, age 65-69, total is the total population of 65-69 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 65-69, female

Population in thousands, age 65-69, female is the female population of 65-69 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 70-74, total

Population in thousands, age 70-74, total is the total population of 70-74 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 70-74, female

Population in thousands, age 70-74, female is the female population of 70-74 year olds in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 75+, total

Population in thousands, age 75+, total is the total population over age 75 in thousands estimated by Barro-Lee.


Barro-Lee: Population in thousands, age 75+, female

Population in thousands, age 75+, female is the female population over age 75 in thousands estimated by Barro-Lee.


Barro-Lee: Percentage of female population age 15-19 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 15-19 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 15+ with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 15+ with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 20-24 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 20-24 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 25-29 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 25-29 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 25+ with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 25+ with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 30-34 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 30-34 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 35-39 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 35-39 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 40-44 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 40-44 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 45-49 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 45-49 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 50-54 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 50-54 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 55-59 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 55-59 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 60-64 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 60-64 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 65-69 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 65-69 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 70-74 with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 70-74 with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 75+ with primary schooling. Completed Primary


Barro-Lee: Percentage of population age 75+ with primary schooling. Completed Primary


Barro-Lee: Percentage of female population age 15-19 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 15-19 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 15+ with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 15+ with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 20-24 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 20-24 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 25-29 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 25-29 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 25+ with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 25+ with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 30-34 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 30-34 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 35-39 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 35-39 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 40-44 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 40-44 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 45-49 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 45-49 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 50-54 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 50-54 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 55-59 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 55-59 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 60-64 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 60-64 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 65-69 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 65-69 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 70-74 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 70-74 with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of female population age 75+ with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Percentage of population age 75+ with primary schooling. Total (Incomplete and Completed Primary)


Barro-Lee: Average years of primary schooling, age 15-19, total

Average years of primary schooling, 15-19, total is the average years of primary education completed among people age 15-19.


Barro-Lee: Average years of primary schooling, age 15-19, female

Average years of primary schooling, 15-19, female is the average years of primary education completed among females age 15-19.


Barro-Lee: Average years of primary schooling, age 15+, total

Average years of primary schooling, 15+, total is the average years of primary education completed among people over age 15.


Barro-Lee: Average years of primary schooling, age 15+, female

Average years of primary schooling, 15+, female is the average years of primary education completed among females over age 15.


Barro-Lee: Average years of primary schooling, age 20-24, total

Average years of primary schooling, 20-24, total is the average years of primary education completed among people age 20-24.


Barro-Lee: Average years of primary schooling, age 20-24, female

Average years of primary schooling, 20-24, female is the average years of primary education completed among females age 20-24.


Barro-Lee: Average years of primary schooling, age 25-29, total

Average years of primary schooling, 25-29, total is the average years of primary education completed among people age 25-29.


Barro-Lee: Average years of primary schooling, age 25-29, female

Average years of primary schooling, 25-29, female is the average years of primary education completed among females age 25-29.


Barro-Lee: Average years of primary schooling, age 25+, total

Average years of primary schooling, 25+, total is the average years of primary education completed among people over age 25.


Barro-Lee: Average years of primary schooling, age 25+, female

Average years of primary schooling, 25+, female is the average years of primary education completed among females over age 25.


Barro-Lee: Average years of primary schooling, age 30-34, total

Average years of primary schooling, 30-34, total is the average years of primary education completed among people age 30-34.


Barro-Lee: Average years of primary schooling, age 30-34, female

Average years of primary schooling, 30-34, female is the average years of primary education completed among females age 30-34.


Barro-Lee: Average years of primary schooling, age 35-39, total

Average years of primary schooling, 35-39, total is the average years of primary education completed among people age 35-39.


Barro-Lee: Average years of primary schooling, age 35-39, female

Average years of primary schooling, 35-39, female is the average years of primary education completed among females age 35-39.


Barro-Lee: Average years of primary schooling, age 40-44, total

Average years of primary schooling, 40-44, total is the average years of primary education completed among people age 40-44.


Barro-Lee: Average years of primary schooling, age 40-44, female

Average years of primary schooling, 40-44, female is the average years of primary education completed among females age 40-44.


Barro-Lee: Average years of primary schooling, age 45-49, total

Average years of primary schooling, 45-49, total is the average years of primary education completed among people age 45-49.


Barro-Lee: Average years of primary schooling, age 45-49, female

Average years of primary schooling, 45-49, female is the average years of primary education completed among females age 45-49.


Barro-Lee: Average years of primary schooling, age 50-54, total

Average years of primary schooling, 50-54, total is the average years of primary education completed among people age 50-54.


Barro-Lee: Average years of primary schooling, age 50-54, female

Average years of primary schooling, 50-54, female is the average years of primary education completed among females age 50-54.


Barro-Lee: Average years of primary schooling, age 55-59, total

Average years of primary schooling, 55-59, total is the average years of primary education completed among people age 55-59.


Barro-Lee: Average years of primary schooling, age 55-59, female

Average years of primary schooling, 55-59, female is the average years of primary education completed among females age 55-59.


Barro-Lee: Average years of primary schooling, age 60-64, total

Average years of primary schooling, 60-64, total is the average years of primary education completed among people age 60-64.


Barro-Lee: Average years of primary schooling, age 60-64, female

Average years of primary schooling, 60-64, female is the average years of primary education completed among females age 60-64.


Barro-Lee: Average years of primary schooling, age 65-69, total

Average years of primary schooling, 65-69, total is the average years of primary education completed among people age 65-69.


Barro-Lee: Average years of primary schooling, age 65-69, female

Average years of primary schooling, 65-69, female is the average years of primary education completed among females age 65-69.


Barro-Lee: Average years of primary schooling, age 70-74, total

Average years of primary schooling, 70-74, total is the average years of primary education completed among people age 70-74.


Barro-Lee: Average years of primary schooling, age 70-74, female

Average years of primary schooling, 70-74, female is the average years of primary education completed among females age 70-74.


Barro-Lee: Average years of primary schooling, age 75+, total

Average years of primary schooling, 75+, total is the average years of primary education completed among people over age 75.


Barro-Lee: Average years of primary schooling, age 75+, female

Average years of primary schooling, 75+, female is the average years of primary education completed among females over age 75.


Barro-Lee: Percentage of female population age 15-19 with primary schooling. Incomplete primary


Barro-Lee: Percentage of population age 15-19 with primary schooling. Incomplete primary


Barro-Lee: Percentage of female population age 20-24 with primary schooling. Incomplete Primary


Barro-Lee: Percentage of population age 20-24 with primary schooling. Incomplete Primary


Barro-Lee: Percentage of female population age 25-29 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 25-29 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 30-34 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 30-34 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 35-39 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 35-39 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 40-44 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 40-44 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 45-49 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 45-49 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 50-54 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 50-54 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 55-59 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 55-59 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 60-64 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 60-64 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of female population age 65-69 with primary schooling. Incompleted Primary


Barro-Lee: Percentage of population age 65-69 with primary schooling. Incompleted Primary


Barro-Lee: Average years of total schooling, age 15-19, total

Average years of total schooling, 15-19, total is the average years of education completed among people age 15-19.


Barro-Lee: Average years of total schooling, age 15-19, female

Average years of total schooling, 15-19, female is the average years of education completed among females age 15-19.


Barro-Lee: Average years of total schooling, age 15+, total

Average years of total schooling, 15+, total is the average years of education completed among people over age 15.


Barro-Lee: Average years of total schooling, age 15+, female

Average years of total schooling, 15+, female is the average years of education completed among females over age 15.


Barro-Lee: Average years of total schooling, age 20-24, total

Average years of total schooling, 20-24, total is the average years of education completed among people age 20-24.


Barro-Lee: Average years of total schooling, age 20-24, female

Average years of total schooling, 20-24, female is the average years of education completed among females age 20-24.


Barro-Lee: Average years of total schooling, age 25-29, total

Average years of total schooling, 25-29, total is the average years of education completed among people age 25-29.


Barro-Lee: Average years of total schooling, age 25-29, female

Average years of total schooling, 25-29, female is the average years of education completed among females age 25-29.


Barro-Lee: Average years of total schooling, age 25+, total

Average years of total schooling, 25+, total is the average years of education completed among people over age 25.


Barro-Lee: Average years of total schooling, age 25+, female

Average years of total schooling, 25+, female is the average years of education completed among females over age 25.


Barro-Lee: Average years of total schooling, age 30-34, total

Average years of total schooling, 30-34, total is the average years of education completed among people age 30-34.


Barro-Lee: Average years of total schooling, age 30-34, female

Average years of total schooling, 30-34, female is the average years of education completed among females age 30-34.


Barro-Lee: Average years of total schooling, age 35-39, total

Average years of total schooling, 35-39, total is the average years of education completed among people age 35-39.


Barro-Lee: Average years of total schooling, age 35-39, female

Average years of total schooling, 35-39, female is the average years of education completed among females age 35-39.


Barro-Lee: Average years of total schooling, age 40-44, total

Average years of total schooling, 40-44, total is the average years of education completed among people age 40-44.


Barro-Lee: Average years of total schooling, age 40-44, female

Average years of total schooling, 40-44, female is the average years of education completed among females age 40-44.


Barro-Lee: Average years of total schooling, age 45-49, total

Average years of total schooling, 45-49, total is the average years of education completed among people age 45-49.


Barro-Lee: Average years of total schooling, age 45-49, female

Average years of total schooling, 45-49, female is the average years of education completed among females age 45-49.


Barro-Lee: Average years of total schooling, age 50-54, total

Average years of total schooling, 50-54, total is the average years of education completed among people age 50-54.


Barro-Lee: Average years of total schooling, age 50-54, female

Average years of total schooling, 50-54, female is the average years of education completed among females age 50-54.


Barro-Lee: Average years of total schooling, age 55-59, total

Average years of total schooling, 55-59, total is the average years of education completed among people age 55-59.


Barro-Lee: Average years of total schooling, age 55-59, female

Average years of total schooling, 55-59, female is the average years of education completed among females age 55-59.


Barro-Lee: Average years of total schooling, age 60-64, total

Average years of total schooling, 60-64, total is the average years of education completed among people age 60-64.


Barro-Lee: Average years of total schooling, age 60-64, female

Average years of total schooling, 60-64, female is the average years of education completed among females age 60-64.


Barro-Lee: Average years of total schooling, age 65-69, total

Average years of total schooling, 65-69, total is the average years of education completed among people age 65-69.


Barro-Lee: Average years of total schooling, age 65-69, female

Average years of total schooling, 65-69, female is the average years of education completed among females age 65-69.


Barro-Lee: Average years of total schooling, age 70-74, total

Average years of total schooling, 70-74, total is the average years of education completed among people age 70-74.


Barro-Lee: Average years of total schooling, age 70-74, female

Average years of total schooling, 70-74, female is the average years of education completed among females age 70-74.


Barro-Lee: Average years of total schooling, age 75+, total

Average years of total schooling, 75+, total is the average years of education completed among people over age 75.


Barro-Lee: Average years of total schooling, age 75+, female

Average years of total schooling, 75+, female is the average years of education completed among females over age 75.


Barro-Lee: Percentage of female population age 15-19 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 15-19 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 15+ with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 15+ with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 20-24 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 20-24 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 25-29 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 25-29 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 25+ with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 25+ with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 30-34 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 30-34 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 35-39 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 35-39 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 40-44 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 40-44 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 45-49 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 45-49 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 50-54 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 50-54 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 55-59 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 55-59 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 60-64 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 60-64 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 65-69 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 65-69 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 70-74 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 70-74 with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 75+ with secondary schooling. Completed Secondary


Barro-Lee: Percentage of population age 75+ with secondary schooling. Completed Secondary


Barro-Lee: Percentage of female population age 15-19 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 15-19 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 15+ with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 15+ with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 20-24 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 20-24 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 25-29 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 25-29 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 25+ with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 25+ with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 30-34 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 30-34 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 35-39 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 35-39 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 40-44 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 40-44 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 45-49 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 45-49 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 50-54 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 50-54 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 55-59 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 55-59 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 60-64 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 60-64 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 65-69 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 65-69 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 70-74 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 70-74 with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of female population age 75+ with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Percentage of population age 75+ with secondary schooling. Total (Incomplete and Completed Secondary)


Barro-Lee: Average years of secondary schooling, age 15-19, total

Average years of secondary schooling, 15-19, total is the average years of secondary education completed among people age 15-19.


Barro-Lee: Average years of secondary schooling, age 15-19, female

Average years of secondary schooling, 15-19, female is the average years of secondary education completed among females age 15-19.


Barro-Lee: Average years of secondary schooling, age 15+, total

Average years of secondary schooling, 15+, total is the average years of secondary education completed among people over age 15.


Barro-Lee: Average years of secondary schooling, age 15+, female

Average years of secondary schooling, 15+, female is the average years of secondary education completed among females over age 15.


Barro-Lee: Average years of secondary schooling, age 20-24, total

Average years of secondary schooling, 20-24, total is the average years of secondary education completed among people age 20-24.


Barro-Lee: Average years of secondary schooling, age 20-24, female

Average years of secondary schooling, 20-24, female is the average years of secondary education completed among females age 20-24.


Barro-Lee: Average years of secondary schooling, age 25-29, total

Average years of secondary schooling, 25-29, total is the average years of secondary education completed among people age 25-29.


Barro-Lee: Average years of secondary schooling, age 25-29, female

Average years of secondary schooling, 25-29, female is the average years of secondary education completed among females age 25-29.


Barro-Lee: Average years of secondary schooling, age 25+, total

Average years of secondary schooling, 25+, total is the average years of secondary education completed among people over age 25.


Barro-Lee: Average years of secondary schooling, age 25+, female

Average years of secondary schooling, 25+, female is the average years of secondary education completed among females over age 25.


Barro-Lee: Average years of secondary schooling, age 30-34, total

Average years of secondary schooling, 30-34, total is the average years of secondary education completed among people age 30-34.


Barro-Lee: Average years of secondary schooling, age 30-34, female

Average years of secondary schooling, 30-34, female is the average years of secondary education completed among females age 30-34.


Barro-Lee: Average years of secondary schooling, age 35-39, total

Average years of secondary schooling, 35-39, total is the average years of secondary education completed among people age 35-39.


Barro-Lee: Average years of secondary schooling, age 35-39, female

Average years of secondary schooling, 35-39, female is the average years of secondary education completed among females age 35-39.


Barro-Lee: Average years of secondary schooling, age 40-44, total

Average years of secondary schooling, 40-44, total is the average years of secondary education completed among people age 40-44.


Barro-Lee: Average years of secondary schooling, age 40-44, female

Average years of secondary schooling, 40-44, female is the average years of secondary education completed among females age 40-44.


Barro-Lee: Average years of secondary schooling, age 45-49, total

Average years of secondary schooling, 45-49, total is the average years of secondary education completed among people age 45-49.


Barro-Lee: Average years of secondary schooling, age 45-49, female

Average years of secondary schooling, 45-49, female is the average years of secondary education completed among females age 45-49.


Barro-Lee: Average years of secondary schooling, age 50-54, total

Average years of secondary schooling, 50-54, total is the average years of secondary education completed among people age 50-54.


Barro-Lee: Average years of secondary schooling, age 50-54, female

Average years of secondary schooling, 50-54, female is the average years of secondary education completed among females age 50-54.


Barro-Lee: Average years of secondary schooling, age 55-59, total

Average years of secondary schooling, 55-59, total is the average years of secondary education completed among people age 55-59.


Barro-Lee: Average years of secondary schooling, age 55-59, female

Average years of secondary schooling, 55-59, female is the average years of secondary education completed among females age 55-59.


Barro-Lee: Average years of secondary schooling, age 60-64, total

Average years of secondary schooling, 60-64, total is the average years of secondary education completed among people age 60-64.


Barro-Lee: Average years of secondary schooling, age 60-64, female

Average years of secondary schooling, 60-64, female is the average years of secondary education completed among females age 60-64.


Barro-Lee: Average years of secondary schooling, age 65-69, total

Average years of secondary schooling, 65-69, total is the average years of secondary education completed among people age 65-69.


Barro-Lee: Average years of secondary schooling, age 65-69, female

Average years of secondary schooling, 65-69, female is the average years of secondary education completed among females age 65-69.


Barro-Lee: Average years of secondary schooling, age 70-74, total

Average years of secondary schooling, 70-74, total is the average years of secondary education completed among people age 70-74.


Barro-Lee: Average years of secondary schooling, age 70-74, female

Average years of secondary schooling, 70-74, female is the average years of secondary education completed among females age 70-74.


Barro-Lee: Average years of secondary schooling, age 75+, total

Average years of secondary schooling, 75+, total is the average years of secondary education completed among people over age 75.


Barro-Lee: Average years of secondary schooling, age 75+, female

Average years of secondary schooling, 75+, female is the average years of secondary education completed among females over age 75.


Barro-Lee: Percentage of female population age 15-19 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 15-19 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 20-24 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 20-24 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 25-29 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 25-29 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 30-34 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 30-34 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 35-39 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 35-39 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 40-44 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 40-44 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 45-49 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 45-49 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 50-54 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 50-54 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 55-59 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 55-59 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 60-64 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 60-64 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 65-69 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of population age 65-69 with secondary schooling. Incompleted Secondary


Barro-Lee: Percentage of female population age 15-19 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 15-19 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 15+ with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 15+ with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 20-24 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 20-24 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 25-29 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 25-29 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 25+ with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 25+ with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 30-34 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 30-34 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 35-39 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 35-39 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 40-44 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 40-44 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 45-49 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 45-49 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 50-54 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 50-54 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 55-59 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 55-59 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 60-64 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 60-64 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 65-69 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 65-69 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 70-74 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 70-74 with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 75+ with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of population age 75+ with tertiary schooling. Completed Tertiary


Barro-Lee: Percentage of female population age 15-19 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 15-19 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 15+ with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 15+ with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 20-24 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 20-24 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 25-29 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 25-29 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 25+ with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 25+ with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 30-34 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 30-34 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 35-39 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 35-39 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 40-44 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 40-44 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 45-49 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 45-49 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 50-54 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 50-54 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 55-59 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 55-59 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 60-64 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 60-64 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 65-69 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 65-69 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 70-74 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 70-74 with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of female population age 75+ with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Percentage of population age 75+ with tertiary schooling. Total (Incomplete and Completed Tertiary)


Barro-Lee: Average years of tertiary schooling, age 15-19, total

Average years of tertiary schooling, 15-19, total is the average years of tertiary education completed among people age 15-19.


Barro-Lee: Average years of tertiary schooling, age 15-19, female

Average years of tertiary schooling, 15-19, female is the average years of tertiary education completed among females age 15-19.


Barro-Lee: Average years of tertiary schooling, age 15+, total

Average years of tertiary schooling, 15+, total is the average years of tertiary education completed among people over age 15.


Barro-Lee: Average years of tertiary schooling, age 15+, female

Average years of tertiary schooling, 15+, female is the average years of tertiary education completed among females over age 15.


Barro-Lee: Average years of tertiary schooling, age 20-24, total

Average years of tertiary schooling, 20-24, total is the average years of tertiary education completed among people age 20-24.


Barro-Lee: Average years of tertiary schooling, age 20-24, female

Average years of tertiary schooling, 20-24, female is the average years of tertiary education completed among females age 20-24.


Barro-Lee: Average years of tertiary schooling, age 25-29, total

Average years of tertiary schooling, 25-29, total is the average years of tertiary education completed among people age 25-29.


Barro-Lee: Average years of tertiary schooling, age 25-29, female

Average years of tertiary schooling, 25-29, female is the average years of tertiary education completed among females age 25-29.


Barro-Lee: Average years of tertiary schooling, age 25+, total

Average years of tertiary schooling, 25+, total is the average years of tertiary education completed among people over age 25.


Barro-Lee: Average years of tertiary schooling, age 25+, female

Average years of tertiary schooling, 25+, female is the average years of tertiary education completed among females over age 25.


Barro-Lee: Average years of tertiary schooling, age 30-34, total

Average years of tertiary schooling, 30-34, total is the average years of tertiary education completed among people age 30-34.


Barro-Lee: Average years of tertiary schooling, age 30-34, female

Average years of tertiary schooling, 30-34, female is the average years of tertiary education completed among females age 30-34.


Barro-Lee: Average years of tertiary schooling, age 35-39, total

Average years of tertiary schooling, 35-39, total is the average years of tertiary education completed among people age 35-39.


Barro-Lee: Average years of tertiary schooling, age 35-39, female

Average years of tertiary schooling, 35-39, female is the average years of tertiary education completed among females age 35-39.


Barro-Lee: Average years of tertiary schooling, age 40-44, total

Average years of tertiary schooling, 40-44, total is the average years of tertiary education completed among people age 40-44.


Barro-Lee: Average years of tertiary schooling, age 40-44, female

Average years of tertiary schooling, 40-44, female is the average years of tertiary education completed among females age 40-44.


Barro-Lee: Average years of tertiary schooling, age 45-49, total

Average years of tertiary schooling, 45-49, total is the average years of tertiary education completed among people age 45-49.


Barro-Lee: Average years of tertiary schooling, age 45-49, female

Average years of tertiary schooling, 45-49, female is the average years of tertiary education completed among females age 45-49.


Barro-Lee: Average years of tertiary schooling, age 50-54, total

Average years of tertiary schooling, 50-54, total is the average years of tertiary education completed among people age 50-54.


Barro-Lee: Average years of tertiary schooling, age 50-54, female

Average years of tertiary schooling, 50-54, female is the average years of tertiary education completed among females age 50-54.


Barro-Lee: Average years of tertiary schooling, age 55-59, total

Average years of tertiary schooling, 55-59, total is the average years of tertiary education completed among people age 55-59.


Barro-Lee: Average years of tertiary schooling, age 55-59, female

Average years of tertiary schooling, 55-59, female is the average years of tertiary education completed among females age 55-59.


Barro-Lee: Average years of tertiary schooling, age 60-64, total

Average years of tertiary schooling, 60-64, total is the average years of tertiary education completed among people age 60-64.


Barro-Lee: Average years of tertiary schooling, age 60-64, female

Average years of tertiary schooling, 60-64, female is the average years of tertiary education completed among females age 60-64.


Barro-Lee: Average years of tertiary schooling, age 65-69, total

Average years of tertiary schooling, 65-69, total is the average years of tertiary education completed among people age 65-69.


Barro-Lee: Average years of tertiary schooling, age 65-69, female

Average years of tertiary schooling, 65-69, female is the average years of tertiary education completed among females age 65-69.


Barro-Lee: Average years of tertiary schooling, age 70-74, total

Average years of tertiary schooling, 70-74, total is the average years of tertiary education completed among people age 70-74.


Barro-Lee: Average years of tertiary schooling, age 70-74, female

Average years of tertiary schooling, 70-74, female is the average years of tertiary education completed among females age 70-74.


Barro-Lee: Average years of tertiary schooling, age 75+, total

Average years of tertiary schooling, 75+, total is the average years of tertiary education completed among people over age 75.


Barro-Lee: Average years of tertiary schooling, age 75+, female

Average years of tertiary schooling, 75+, female is the average years of tertiary education completed among females over age 75.


Barro-Lee: Percentage of female population age 15-19 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 15-19 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 20-24 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 20-24 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 25-29 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 25-29 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 30-34 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 30-34 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 35-39 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 35-39 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 40-44 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 40-44 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 45-49 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 45-49 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 50-54 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 50-54 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 55-59 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 55-59 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 60-64 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 60-64 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of female population age 65-69 with tertiary schooling. Incompleted Tertiary


Barro-Lee: Percentage of population age 65-69 with tertiary schooling. Incompleted Tertiary


Trade in services (% of GDP)

Trade in services is the sum of service exports and imports divided by the value of GDP, all in current U.S. dollars.

International Monetary Fund, Balance of Payments Statistics Yearbook and data files, and World Bank and OECD GDP estimates.


Gross private capital flows (% of GDP, PPP)


Gross foreign direct investment (% of GDP, PPP)


Gross foreign direct investment (% of GDP)


Core Public Administration workers, as a share of public formal employees


Education workers, as a share of public formal employees


Health workers, as a share of public formal employees


Medical workers, as a share of public formal employees


Public sector employment, as a share of formal employment, by industry: Education


Public sector employment, as a share of formal employment, by industry: Health


Public sector employment, as a share of formal employment, by occupation: Medical workers


Public Administration workers, as a share of public formal employees


Public Safety workers, as a share of public formal employees


Public sector employment, as a share of formal employment, by occupation: Teachers


Public sector employment, as a share of formal employment


Social Security workers, as a share of public formal employees


Teachers, as a share of public formal employees


Public sector female employment, as a share of paid employment by occupational group: Clerks


Public sector female employment, as a share of paid employment by industry: Education


Public sector female employment, as a share of paid employment by occupational group: Elementary workers


Public sector female employment, as a share of paid employment by industry: Health


Public sector female employment, as a share of paid employment by occupation: Medical workers


Public sector female employment, as a share of paid employment by occupational group: Professionals


Public sector female employment, as a share of paid employment by occupational group: Manager


Public sector female employment, as a share of paid employment by occupational group: Technicians


Public sector female employment, as a share of paid employment by occupation: Teachers


Core Public Administration workers, as a share of public paid employees


Education workers, as a share of public paid employees


Health workers, as a share of public paid employees


Medical workers, as a share of public paid employees


Public sector employment, as a share of paid employment, by occupational group: Clerks


Public sector employment, as a share of paid employment, by industry: Education


Public sector employment, as a share of paid employment, by occupational group: Elementary workers


Public sector employment, as a share of paid employment by gender: Female


Public sector employment, as a share of paid employment, by industry: Health


Public sector employment, as a share of paid employment by gender: Male


Public sector employment, as a share of paid employment, by occupation: Medical workers


Public Administration workers, as a share of public paid employees


Public sector employment, as a share of paid employment, by occupational group: Professionals


Public Safety workers, as a share of public paid employees


Public sector employment, as a share of paid employment by location: Rural


Public sector employment, as a share of paid employment, by occupational group: Manager


Public sector employment, as a share of paid employment, by occupational group: Technicians


Public sector employment, as a share of paid employment, by occupation: Teachers


Public sector employment, as a share of paid employment by location: Urban


Public sector employment, as a share of paid employment


Social Security workers, as a share of public paid employees


Teachers, as a share of public paid employees


Core Public Administration workers, as a share of public total employees


Education workers, as a share of public total employees


Health workers, as a share of public total employees


Medical workers, as a share of public total employees


Number of employed employees, by industry: Core Public Administration


Number of employed employees, by industry: Education


Number of employed employees, by industry: Health


Number of employed employees, by occupation: Medical workers


Number of employed employees, by industry: Public Administration


Number of employed employees, by industry: Public Safety


Number of employed employees, by industry: Social Security


Number of employed employees, by occupation: Teachers


Public sector employment, as a share of total employment, by occupational group: Clerks


Public sector employment, as a share of total employment, by industry: Education


Public sector employment, as a share of total employment, by occupationa group: Elementary workers


Public sector employment, as a share of total employment by gender: Female


Public sector employment, as a share of total employment, by industry: Health


Public sector employment, as a share of total employment by gender: Male


Public sector employment, as a share of total employment, by occupation: Medical workers


Public Administration workers, as a share of public total employees


Public sector employment, as a share of total employment, by occupational group: Professionals


Public Safety workers, as a share of total public employees


Public sector employment, as a share of total employment by location: Rural


Public sector employment, as a share of total employment, by occupational group: Manager


Public sector employment, as a share of total employment, by occupational group: Technicians


Public sector employment, as a share of total employment, by occupation: Teachers


Proportion of total employees with tertiary education working in public sector


Public sector employment, as a share of total employment by location: Urban


Public sector employment, as a share of total employment


Social Security workers, as a share of total public employees


Teachers, as a share of public total employees


Median age of public paid employees, by industry: Core Public Administration


Mean age of public paid employees, by industry: Core Public Administration


Median age of public paid employees, by industry: Education


Mean age of public paid employees, by industry: Education


Median age of public paid employees, by industry: Health


Mean age of public paid employees, by industry: Health


Median age of public paid employees, by occupation: Medical workers


Mean age of public paid employees, by occupation: Medical workers


Median age of public paid employees, by industry: Public Administration


Mean age of public paid employees, by industry: Public Administration


Median age of public paid employees, by industry: Public Safety


Mean age of public paid employees, by industry: Public Safety


Median age of public paid employees, by industry: Social Security


Mean age of public paid employees, by industry: Social Security


Median age of public paid employees, by occupation: Teachers


Mean age of public paid employees, by occupation: Teachers


Median age of private paid employees, by industry: Education


Mean age of private paid employees, by industry: Education


Median age of private paid employees, by industry: Health


Mean age of private paid employees, by industry: Health


Median age of private paid employees, by occupation: Medical workers


Mean age of private paid employees, by occupation: Medical workers


Median age of private paid employees, by occupation: Teachers


Mean age of private paid employees, by occupation: Teachers


Cross-country public sector pay comparison ratio, by occupation: Government economist (using median)


Cross-country public sector pay comparison ratio, by occupation: Government economist (using mean)


Cross-country public sector pay comparison ratio, by occupation: Hospital doctor (using median)


Cross-country public sector pay comparison ratio, by occupation: Hospital doctor (using mean)


Cross-country public sector pay comparison ratio, by occupation: Hospital nurse (using median)


Cross-country public sector pay comparison ratio, by occupation: Hospital nurse (using mean)


Cross-country public sector pay comparison ratio, by occupation: Judge (using median)


Cross-country public sector pay comparison ratio, by occupation: Judge (using mean)


Cross-country public sector pay comparison ratio, by occupation: Police officer (using median)


Cross-country public sector pay comparison ratio, by occupation: Police officer (using mean)


Cross-country public sector pay comparison ratio, by occupation: Primary school teacher (using median)


Cross-country public sector pay comparison ratio, by occupation: Primary school teacher (using mean)


Cross-country public sector pay comparison ratio, by occupation: Senior official (using median)


Cross-country public sector pay comparison ratio, by occupation: Senior official (using mean)


Cross-country public sector pay comparison ratio, by occupation: Secondary school teacher (using median)


Cross-country public sector pay comparison ratio, by occupation: Secondary school teacher (using mean)


Cross-country public sector pay comparison ratio, by occupation: University teacher (using median)


Cross-country public sector pay comparison ratio, by occupation: University teacher (using mean)


Females, as a share of private paid employees by occupational group: Clerks


Share of private paid employees with a contract


Females, as a share of private paid employees by occupational group: Elementary occupation


Females, as a share of private paid employees by wage quintile: Quintile 1


Females, as a share of private paid employees by wage quintile: Quintile 2


Females, as a share of private paid employees by wage quintile: Quintile 3


Females, as a share of private paid employees by wage quintile: Quintile 4


Females, as a share of private paid employees by wage quintile: Quintile 5


Females, as a share of private paid employees


Share of private paid employees with health insurance


Individuals with no education as a share of private paid employees


Females, as a share of private paid employees by occupational group: Professionals


Individuals with primary education as a share of private paid employees


Rural residents, as a share of private paid employees


Individuals with secondary education as a share of private paid employees


Females, as a share of private paid employees by occupational group: Managers


Share of private paid employees with social security


Females, as a share of private paid employees by occupational group: Technicians


Individuals with tertiary education as a share of private paid employees, by industry: Education


Individuals with tertiary education as a share of private paid employees, by industry: Health


Individuals with tertiary Education as a share of private paid employees, by occupation: Medical workers


Individuals with tertiary Education as a share of private paid employees, by occupation: Teachers


Individuals with tertiary education as a share of private paid employees


Share of private paid employees with union membership


Females, as a share of public paid employees by industry: Core Public Administration


Females, as a share of public paid employees by occupational group: Clerks


Share of public paid employees with a contract


Females, as a share of public paid employees by industry: Education


Females, as a share of public paid employees by occupational group: Elementary occupation


Females, as a share of public paid employees by wage quintile: Quintile 1


Females, as a share of public paid employees by wage quintile: Quintile 2


Females, as a share of public paid employees by wage quintile: Quintile 3


Females, as a share of public paid employees by wage quintile: Quintile 4


Females, as a share of public paid employees by wage quintile: Quintile 5


Females, as a share of public paid employees


Females, as a share of public paid employees by industry: Health


Share of public paid employees with health insurance


Females, as a share of public paid employees by occupation: Medical workers


Individuals with no education as a share of public paid employees


Number of public paid employees, by industry: Core Public Administration


Number of public paid employees, by industry: Education


Number of public paid employees, by industry: Health


Number of public paid employees, by occupation: Medical workers


Number of public paid employees, by industry: Public Administration


Number of public paid employees, by industry: Public Safety


Number of public paid employees, by industry: Social Security


Number of public paid employees, by occupation: Teachers


Females, as a share of public paid employees by industry: Public Administration


Females, as a share of public paid employees by occupational group: Professionals


Individuals with primary education as a share of public paid employees


Females, as a share of public paid employees by industry: Public Safety


Rural residents, as a share of public paid employees, by industry: Core Public Administration


Rural residents, as a share of public paid employees, by industry: Education


Rural residents, as a share of public paid employees, by industry: Health


Rural residents, as a share of public paid employees, by occupation: Medical workers


Rural residents, as a share of public paid employees, by industry: Public Administration


Rural residents, as a share of public paid employees, by industry: Public Safety


Rural residents, as a share of public paid employees, by industry: Social Security


Rural residents, as a share of public paid employees, by industry: Teachers


Rural residents, as a share of public paid employees


Individuals with secondary education as a share of public paid employees


Females, as a share of public paid employees by occupational group: Managers


Females, as a share of public paid employees by industry: Social Security


Share of public paid employees with social security


Females, as a share of public paid employees by occupational group: Technicians


Females, as a share of public paid employees by industry: Teachers


Individuals with tertiary Education as a share of public paid employees, by industry: Core Public Administration


Individuals with tertiary education as a share of public paid employees, by industry: Education


Individuals with tertiary education as a share of public paid employees, by industry: Health


Individuals with tertiary Education as a share of public paid employees, by occupation: Medical workers


Individuals with tertiary education as a share of public paid employees, by industry: Public Administration


Individuals with tertiary Education as a share of public paid employees, by industry: Public Safety


Individuals with tertiary Education as a share of public paid employees, by industry: Social Security


Individuals with tertiary Education as a share of public paid employees, by occupation: Teachers


Individuals with tertiary education as a share of public paid employees


Share of public paid employees with union membership


Number of paid employees, by industry: Core Public Administration


Number of paid employees, by industry: Education


Number of paid employees, by industry: Health


Number of paid employees, by occupation: Medical workers


Number of paid employees, by industry: Public Administration


Number of paid employees, by industry: Public Safety


Number of paid employees, by industry: Social Security


Number of paid employees, by occupation: Teachers


Pay compression ratio in public sector, by occupation: Government economist (clerk as reference)


Pay compression ratio in public sector, by occupation: Hospital doctor (clerk as reference)


Pay compression ratio in public sector, by occupation: Hospital nurse (clerk as reference)


Pay compression ratio in public sector, by occupation: Judge (clerk as reference)


Pay compression ratio in public sector, by occupation: Police officer (clerk as reference)


Pay compression ratio in public sector, by occupation: Primary school teacher (clerk as reference)


Pay compression ratio in public sector, by occupation: Senior officials (clerk as reference)


Pay compression ratio in public sector, by occupation: Secondary school teacher (clerk as reference)


Pay compression ratio in public sector, by occupation: University teacher (clerk as reference)


Pay compression ratio in public sector (ratio of 90th/10th percentile earners)


Pay compression ratio in private sector (ratio of 90th/10th percentile earners)


Public sector wage premium, by industry: Education (compared to formal wage employees)


Public sector wage premium, by industry: Education (compared to all private employees)


Public sector wage premium for females, by industry: Education (compared to paid wage employees)


Public sector wage premium for females, by industry: Health (compared to paid wage employees)


Public sector wage premium for females, by occupation: Medical workers (compared to paid wage employees)


Public sector wage premium for females, by occupation: Teachers (compared to paid wage employees)


Public sector wage premium, by industry: Health (compared to formal wage employees)


Public sector wage premium, by industry: Health (compared to all private employees)


Public sector wage premium for males, by industry: Education (compared to paid wage employees)


Public sector wage premium for males, by industry: Health (compared to paid wage employees)


Public sector wage premium for males, by occupation: Medical workers (compared to paid wage employees)


Public sector wage premium for males, by occupation: Teachers (compared to paid wage employees)


Public sector wage premium, by occupation: Medical workers (compared to all private employees)


Public sector wage premium, by occupation: Medical workers (compared to formal wage employees)


Public sector wage premium (compared to formal wage employees)


Public sector wage premium, by occupational group: Clerks (compared to formal wage employees)


P-Value: Public sector wage premium, by education level (compared to formal wage employees)


P-Value: Public sector wage premium, by industry: Education (compared to all private employees)


P-Value: Public sector wage premium, by industry: Education (compared to formal wage employees)


Public sector wage premium, by occupational group: Elementary occupation (compared to formal wage employees)


Public sector wage premium, by gender: Female (compared to all private employees)


P-Value: Public sector wage premium for females, by industry: Education (compared to paid wage employees)


P-Value: Public sector wage premium for females, by industry: Health (compared to paid wage employees)


P-Value: Public sector wage premium for females, by occupation: Medical workers (compared to paid wage employees)


P-Value: Public sector wage premium for females, by occupation: Teachers (compared to paid wage employees)


P-Value: Public sector wage premium (compared to formal wage employees)


P-Value: Public sector wage premium, by gender (compared to all private employees)


P-Value: Gender wage premium in the public sector, by industry: Core Public Administration (compared to male paid employees)


P-Value: Gender wage premium in the public sector, by industry: Education (compared to male paid employees)


P-Value: Gender wage premium in the public sector, by industry: Health (compared to male paid employees)


P-Value: Gender wage premium in the public sector, by industry: Public Administration (compared to male paid employees)


P-Value: Gender wage premium in the public sector, by industry: Public Safety (compared to male paid employees)


P-Value: Gender wage premium in the public sector, by industry: Social Security (compared to male paid employees)


Public sector wage premium (compared to all private employees)


P-Value: Public sector wage premium, by industry: Health (compared to all private employees)


P-Value: Public sector wage premium, by industry: Health (compared to formal wage employees)


Public sector wage premium, by gender: Male (compared to all private employees)


P-Value: Public sector wage premium for males, by industry: Education (compared to paid wage employees)


P-Value: Public sector wage premium for males, by industry: Health (compared to paid wage employees)


P-Value: Public sector wage premium for males, by occupation: Medical workers (compared to paid wage employees)


P-Value: Public sector wage premium for males, by occupation: Teachers (compared to paid wage employees)


P-Value: Public sector wage premium, by occupation: Medical workers (compared to all private employees)


P-Value: Public sector wage premium, by occupation: Medical workers (compared to formal wage employees)


Public sector wage premium, by education level: No education (compared to formal wage employees)


P-Value: Public sector wage premium, by occupation (compared to formal wage employees)


Public sector wage premium, by occupational group: Professionals (compared to formal wage employees)


Public sector wage premium, by education level: Primary education (compared to formal wage employees)


P-Value: Public sector wage premium (compared to all private employees)


Public sector wage premium, by education level: Secondary education (compared to formal wage employees)


Public sector wage premium, by occupational group: Managers (compared to formal wage employees)


Public sector wage premium, by occupational group: Technicians (compared to formal wage employees)


P-Value: Public sector wage premium, by occupation: Teacher (compared to all private employees)


P-Value: Public sector wage premium, by occupation: Teacher (compared to formal wage employees)


Public sector wage premium, by education level: Tertiary education (compared to formal wage employees)


P-Value: Gender wage premium in the private sector, by industry: Education (compared to male paid employees)


P-Value: Gender wage premium in the private sector, by industry: Health (compared to male paid employees)


P-Value: Gender wage premium in the private sector, by occupation: Medical workers (compared to male paid employees)


P-Value: Gender wage premium in the private sector, by occupation: Teachers (compared to male paid employees)


Public sector wage premium, by occupation: Teacher (compared to all private employees)


Public sector wage premium, by occupation: Teacher (compared to formal wage employees)


Gender wage premium in the private sector, by industry: Education (compared to male paid employees)


Female to male wage ratio in the private sector (using median)


Female to male wage ratio in the private sector (using mean)


Gender wage premium in the private sector, by industry: Health (compared to male paid employees)


Gender wage premium in the private sector, by occupation: Medical workers (compared to male paid employees)


Relative wage of Professionals (using clerk as reference) in private sector


Relative wage of Managers (using clerk as reference) in private sector


Relative wage of Technicians (using clerk as reference) in private sector


Gender wage premium in the private sector, by occupation: Teachers (compared to male paid employees)


Gender wage premium in the public sector, by industry: Core Public Administration (compared to male paid employees)


Gender wage premium in the public sector, by industry: Education (compared to male paid employees)


Female to male wage ratio in the public sector (using median)


Female to male wage ratio in the public sector (using mean)


Gender wage premium in the public sector, by industry: Health (compared to male paid employees)


Gender wage premium in the public sector, by industry: Public Administration (compared to male paid employees)


Relative wage of Professionals (using clerk as reference) in public sector


Gender wage premium in the public sector, by industry: Public Safety (compared to male paid employees)


Relative wage of Managers (using clerk as reference) in public sector


Gender wage premium in the public sector, by industry: Social Security (compared to male paid employees)


Relative wage of Technicians (using clerk as reference) in public sector


Wage bill as a percentage of Public Expenditure


Agricultural tractors, exports (FAO, current US$)

Agricultural machinery refers to the number of wheel and crawler tractors (excluding garden tractors) in use in agriculture at the end of the calendar year specified or during the first quarter of the following year.  Data are in US$.


Agricultural tractors, exports

Agricultural machinery refers to the number of wheel and crawler tractors (excluding garden tractors) in use in agriculture at the end of the calendar year specified or during the first quarter of the following year.


Cereal exports (FAO, current US$)

Cereals include wheat, rice, maize, barley, oats, rye, millet, sorghum, buckwheat, and mixed grains. Production data on cereals relate to crops harvested for dry grain only. Cereal crops harvested for hay or harvested green for food, feed, or silage and those used for grazing are excluded.


Forest products imports (FAO, current US$)

Forest products imports.  Data are in current U.S. dollars.


Hazardous pesticides imports (FAO, current US$)

Pesticides refer to insecticides, fungicides, herbicides, disinfectants and any substance or mixture of substances intended for preventing, destroying or controlling any pest, including vectors of human or animal disease, unwanted species of plants or animals causing harm during or otherwise interfering with the production, processing, storage, transport or marketing of food, agricultural commodities, wood and wood products or animal feedstuffs, or substances which may be administered to animals for the control of insects, arachnids or other pests in or on their bodies.  The term includes substances intended for use as a plant growth regulator, defoliant, desiccant or agent for thinning fruit or preventing the premature fall of fruit, and substances applied to crops either before or after harvest to protect the commodity from deterioration during storage and transport.  Pesticide trade is the value of trade covering insecticides, fungicides, herbicides, disinfectants and others, as described by the Harmonised Coding System (HS) code 3808.  Differences between figures given for total exports and total imports at the world level may be due to several factors, e.g. the time lag between the dispatch of goods from exporting country and their arrival in the importing country; the use of different classification of the same product by different countries; or the fact that some countries supply data on general trade while others give data on special trade.


Pesticides imports (FAO, current US$)

Pesticides refer to insecticides, fungicides, herbicides, disinfectants and any substance or mixture of substances intended for preventing, destroying or controlling any pest, including vectors of human or animal disease, unwanted species of plants or animals causing harm during or otherwise interfering with the production, processing, storage, transport or marketing of food, agricultural commodities, wood and wood products or animal feedstuffs, or substances which may be administered to animals for the control of insects, arachnids or other pests in or on their bodies. The term includes substances intended for use as a plant growth regulator, defoliant, desiccant or agent for thinning fruit or preventing the premature fall of fruit, and substances applied to crops either before or after harvest to protect the commodity from deterioration during storage and transport.


Food imports excluding fish (FAO, current US$)

Food imports excludes fish.  Data are expressed in current U.S. dollar at cost-insurance-freight (cif) prices. Excludes fish.


Total agricultural imports (FAO, current US$)

Total agricultural imports are expressed in terms of value.  They cover all movements into the country of the commodity in question during the reference period. They include commercial trade, food aid granted on specific terms, donated quantities and estimates of unrecorded trade.


Communications, computer, etc. (% of service imports, BoP)

Communications, computer, information, and other services cover international telecommunications; computer data; news-related service transactions between residents and nonresidents; construction services; royalties and license fees; miscellaneous business, professional, and technical services; personal, cultural, and recreational services; manufacturing services on physical inputs owned by others; and maintenance and repair services and government services not included elsewhere.

International Monetary Fund, Balance of Payments Statistics Yearbook and data files.


Communications services, imports (BoP, current US$)


Primary income payments (BoP, current US$)

Primary income payments refer to employee compensation paid to nonresident workers and investment income (payments on direct investment, portfolio investment, other investments). Data are in current U.S. dollars.


Financial services, imports (BoP, current US$)


Other income payments (BoP, current US$)


Imports of goods and services (BoP, current US$)

Imports of goods and services comprise all transactions between residents of a country and the rest of the world involving a change of ownership from nonresidents to residents of general merchandise, nonmonetary gold, and services. Data are in current U.S. dollars.


Insurance and financial services (% of service imports, BoP)

Insurance and financial services cover various types of insurance provided to nonresidents by resident insurance enterprises and vice versa, and financial intermediary and auxiliary services (except those of insurance enterprises and pension funds) exchanged between residents and nonresidents.


Insurance services, imports (BoP, current US$)


Goods imports (BoP, current US$)

Goods imports refer to all movable goods (including nonmonetary gold) involved in a change of ownership from nonresidents to residents. Data are in current U.S. dollars.


Merchandise imports (BOP): percentage of GDP (%)


Service imports (BoP, current US$)

Services refer to economic output of intangible commodities that may be produced, transferred, and consumed at the same time. Data are in current U.S. dollars.


Charges for the use of intellectual property, payments (BoP, current US$)

Charges for the use of intellectual property are payments and receipts between residents and nonresidents for the authorized use of proprietary rights (such as patents, trademarks, copyrights, industrial processes and designs including trade secrets, and franchises) and for the use, through licensing agreements, of produced originals or prototypes (such as copyrights on books and manuscripts, computer software, cinematographic works, and sound recordings) and related rights (such as for live performances and television, cable, or satellite broadcast). Data are in current U.S. dollars.


Imports of  total services (Debit, current US$)

Imports of total services is calculated as the difference between imports of goods and services and merchandise imports.


Imports of goods, services and primary income (BoP, current US$)

Imports of goods, services and primary income is the sum of goods imports, service imports and primary income payments. Data are in current U.S. dollars.


Transport services, imports (BoP, current US$)

Transport covers all transport services (sea, air, land, internal waterway, pipeline, space and electricity transmission) performed by residents of one economy for those of another and involving the carriage of passengers, the movement of goods (freight), rental of carriers with crew, and related support and auxiliary services. Also included are postal and courier services. Excluded are freight insurance (included in insurance services); goods procured in ports by nonresident carriers (included in goods); maintenance and repairs on transport equipment (included in maintenance and repair services n.i.e.); and repairs of railway facilities, harbors, and airfield facilities (included in construction). Data are in current U.S. dollars.


Transport services (% of service imports, BoP)

Transport covers all transport services (sea, air, land, internal waterway, pipeline, space and electricity transmission) performed by residents of one economy for those of another and involving the carriage of passengers, the movement of goods (freight), rental of carriers with crew, and related support and auxiliary services. Also included are postal and courier services. Excluded are freight insurance (included in insurance services); goods procured in ports by nonresident carriers (included in goods); maintenance and repairs on transport equipment (included in maintenance and repair services n.i.e.); and repairs of railway facilities, harbors, and airfield facilities (included in construction).


Travel services, imports (BoP, current US$)

Travel covers goods and services acquired from an economy by travelers for their own use during visits of less than one year in that economy for either business or personal purposes. Travel includes local transport (i.e., transport within the economy being visited and provided by a resident of that economy), but excludes international transport (which is included in passenger transport. Travel also excludes goods for resale, which are included in general merchandise. Data are in current U.S. dollars.


Travel services (% of service imports, BoP)

Travel covers goods and services acquired from an economy by travelers for their own use during visits of less than one year in that economy for either business or personal purposes. Travel includes local transport (i.e., transport within the economy being visited and provided by a resident of that economy), but excludes international transport (which is included in passenger transport. Travel also excludes goods for resale, which are included in general merchandise.