Skip to content

Instantly share code, notes, and snippets.

@david-andrew
Created November 22, 2022 19:11
Show Gist options
  • Select an option

  • Save david-andrew/4d50224cba589b4a4b3615a2807dcc38 to your computer and use it in GitHub Desktop.

Select an option

Save david-andrew/4d50224cba589b4a4b3615a2807dcc38 to your computer and use it in GitHub Desktop.
World Modelers Ontology Concept Rankings
This file has been truncated, but you can view the full file.
{
"Node(name='wm', examples=())": {
"text": [
[
"name: TM.TAX.MRCH.WM.AR.ZS;\ndisplay name: Tariff rate, applied, weighted mean, all products (%);\ndescription: Weighted mean applied tariff is the average of effectively applied rates weighted by the product import shares corresponding to each partner country. Data are classified using the Harmonized System of trade at the six- or eight-digit level. Tariff line data were matched to Standard International Trade Classification (SITC) revision 3 codes to define commodity groups and import weights. To the extent possible, specific rates have been converted to their ad valorem equivalent rates and have been included in the calculation of weighted mean tariffs. Import weights were calculated using the United Nations Statistics Division's Commodity Trade (Comtrade) database. Effectively applied tariff rates at the six- and eight-digit product level are averaged for products in each commodity group. When the effectively applied rate is unavailable, the most favored nation rate is used instead.;\nunit: %;\nunit description: %;",
284.3333333333333
],
[
"name: TM.TAX.MANF.WM.AR.ZS;\ndisplay name: Tariff rate, applied, weighted mean, manufactured products (%);\ndescription: Weighted mean applied tariff is the average of effectively applied rates weighted by the product import shares corresponding to each partner country. Data are classified using the Harmonized System of trade at the six- or eight-digit level. Tariff line data were matched to Standard International Trade Classification (SITC) revision 3 codes to define commodity groups and import weights. To the extent possible, specific rates have been converted to their ad valorem equivalent rates and have been included in the calculation of weighted mean tariffs. Import weights were calculated using the United Nations Statistics Division's Commodity Trade (Comtrade) database. Effectively applied tariff rates at the six- and eight-digit product level are averaged for products in each commodity group. When the effectively applied rate is unavailable, the most favored nation rate is used instead. Manufactured products are commodities classified in SITC revision 3 sections 5-8 excluding division 68.;\nunit: %;\nunit description: %;",
284.3333333333333
],
[
"name: TM.TAX.TCOM.WM.AR.ZS;\ndisplay name: Tariff rate, applied, weighted mean, primary products (%);\ndescription: Weighted mean applied tariff is the average of effectively applied rates weighted by the product import shares corresponding to each partner country. Data are classified using the Harmonized System of trade at the six- or eight-digit level. Tariff line data were matched to Standard International Trade Classification (SITC) revision 3 codes to define commodity groups and import weights. To the extent possible, specific rates have been converted to their ad valorem equivalent rates and have been included in the calculation of weighted mean tariffs. Import weights were calculated using the United Nations Statistics Division's Commodity Trade (Comtrade) database. Effectively applied tariff rates at the six- and eight-digit product level are averaged for products in each commodity group. When the effectively applied rate is unavailable, the most favored nation rate is used instead. Primary products are commodities classified in SITC revision 3 sections 0-4 plus division 68 (nonferrous metals).;\nunit: %;\nunit description: %;",
284.3333333333333
]
],
"sklearn": [
[
"name: TM.TAX.MRCH.WM.FN.ZS;\ndisplay name: Tariff rate, most favored nation, weighted mean, all products (%);\ndescription: Weighted mean most favored nations tariff is the average of most favored nation rates weighted by the product import shares corresponding to each partner country. Data are classified using the Harmonized System of trade at the six- or eight-digit level. Tariff line data were matched to Standard International Trade Classification (SITC) revision 3 codes to define commodity groups and import weights. Import weights were calculated using the United Nations Statistics Division's Commodity Trade (Comtrade) database.;\nunit: %;\nunit description: %;",
0.11529190735349872
],
[
"name: TM.TAX.TCOM.WM.FN.ZS;\ndisplay name: Tariff rate, most favored nation, weighted mean, primary products (%);\ndescription: Weighted mean most favored nations tariff is the average of most favored nation rates weighted by the product import shares corresponding to each partner country. Data are classified using the Harmonized System of trade at the six- or eight-digit level. Tariff line data were matched to Standard International Trade Classification (SITC) revision 3 codes to define commodity groups and import weights. Import weights were calculated using the United Nations Statistics Division's Commodity Trade (Comtrade) database. Primary products are commodities classified in SITC revision 3 sections 0-4 plus division 68 (nonferrous metals).;\nunit: %;\nunit description: %;",
0.10620885301077305
],
[
"name: TM.TAX.MANF.WM.FN.ZS;\ndisplay name: Tariff rate, most favored nation, weighted mean, manufactured products (%);\ndescription: Weighted mean most favored nations tariff is the average of most favored nation rates weighted by the product import shares corresponding to each partner country. Data are classified using the Harmonized System of trade at the six- or eight-digit level. Tariff line data were matched to Standard International Trade Classification (SITC) revision 3 codes to define commodity groups and import weights. Import weights were calculated using the United Nations Statistics Division's Commodity Trade (Comtrade) database. Manufactured products are commodities classified in SITC revision 3 sections 5-8 excluding division 68.;\nunit: %;\nunit description: %;",
0.10605931964677033
]
],
"bert": [
[
"name: sensitivity;\ndisplay name: ;\ndescription: Sensitivity indicator;\nunit: NA;\nunit description: ;",
383.4908447265625
],
[
"name: exposure;\ndisplay name: ;\ndescription: Exposure indicator;\nunit: NA;\nunit description: ;",
381.6155090332031
],
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
380.7711181640625
]
]
},
"Node(name='concept', examples=())": {
"text": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
853.0
],
[
"name: AG.CON.FERT.ZS;\ndisplay name: Fertilizer consumption (kilograms per hectare of arable land);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: kilograms per hectare of arable land;\nunit description: kilograms per hectare of arable land;",
853.0
]
],
"sklearn": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
0.10859052659800646
],
[
"name: AG.CON.FERT.ZS;\ndisplay name: Fertilizer consumption (kilograms per hectare of arable land);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: kilograms per hectare of arable land;\nunit description: kilograms per hectare of arable land;",
0.08250713602379083
]
],
"bert": [
[
"name: governance;\ndisplay name: ;\ndescription: Governance indicator;\nunit: NA;\nunit description: ;",
247.0484619140625
],
[
"name: Social Readiness Indicator 4: Innovation;\ndisplay name: ;\ndescription: Innovation;\nunit: NA;\nunit description: ;",
246.9351348876953
],
[
"name: Governance Readiness Indicator: Rule of law;\ndisplay name: ;\ndescription: Rule of law;\nunit: NA;\nunit description: ;",
242.92526245117188
]
]
},
"Node(name='causal_factor', examples=())": {
"text": [
[
"name: NE.CON.PRVT.PP.CD;\ndisplay name: Households and NPISHs Final consumption expenditure, PPP (current international $);\ndescription: This indicator provides values for households and NPISHs final consumption expenditure expressed in current international dollars converted by purchasing power parity (PPP) conversion factor. \n\nHousehold final consumption expenditure (formerly private consumption) is the market value of all goods and services, including durable products (such as cars, washing machines, and home computers), purchased by households. It excludes purchases of dwellings but includes imputed rent for owner-occupied dwellings. It also includes payments and fees to governments to obtain permits and licenses. Here, household consumption expenditure includes the expenditures of nonprofit institutions serving households, even when reported separately by the country. \n\nPPP conversion factor is a spatial price deflator and currency converter that eliminates the effects of the differences in price levels between countries.\n\nFrom July 2020, \u201cHouseholds and NPISHs final consumption expenditure: linked series (current LCU)\u201d [NE.CON.PRVT.CN.AD] is used as underlying expenditure in local currency unit so that it\u2019s in line with time series of PPP conversion factor, private consumption (LCU per international $), which are extrapolated with linked CPI.;\nunit: current international $;\nunit description: current international $;",
150.52941176470588
],
[
"name: PA.NUS.PPP;\ndisplay name: PPP conversion factor, GDP (LCU per international $);\ndescription: Purchasing power parity (PPP) conversion factor is a spatial price deflator and currency converter that controls for price level differences between countries, thereby allowing volume comparisons of gross domestic product (GDP) and its expenditure components. This conversion factor is for GDP.;\nunit: LCU per international $;\nunit description: LCU per international $;",
150.52941176470588
],
[
"name: PA.NUS.PRVT.PP;\ndisplay name: PPP conversion factor, private consumption (LCU per international $);\ndescription: Purchasing power parity (PPP) conversion factor is a spatial price deflator and currency converter that controls for price level differences between countries, thereby allowing volume comparisons of gross domestic product (GDP) and its expenditure components. This conversion factor is for household final consumption expenditure.;\nunit: LCU per international $;\nunit description: LCU per international $;",
150.52941176470588
]
],
"sklearn": [
[
"name: PA.NUS.PRVT.PP;\ndisplay name: PPP conversion factor, private consumption (LCU per international $);\ndescription: Purchasing power parity (PPP) conversion factor is a spatial price deflator and currency converter that controls for price level differences between countries, thereby allowing volume comparisons of gross domestic product (GDP) and its expenditure components. This conversion factor is for household final consumption expenditure.;\nunit: LCU per international $;\nunit description: LCU per international $;",
0.3307275844554346
],
[
"name: PA.NUS.PPP;\ndisplay name: PPP conversion factor, GDP (LCU per international $);\ndescription: Purchasing power parity (PPP) conversion factor is a spatial price deflator and currency converter that controls for price level differences between countries, thereby allowing volume comparisons of gross domestic product (GDP) and its expenditure components. This conversion factor is for GDP.;\nunit: LCU per international $;\nunit description: LCU per international $;",
0.3292811505770799
],
[
"name: PA.NUS.ATLS;\ndisplay name: DEC alternative conversion factor (LCU per US$);\ndescription: The DEC alternative conversion factor is the underlying annual exchange rate used for the World Bank Atlas method. As a rule, it is the official exchange rate reported in the IMF's International Financial Statistics (line rf). Exceptions arise where further refinements are made by World Bank staff. It is expressed in local currency units per U.S. dollar.;\nunit: LCU per US$;\nunit description: LCU per US$;",
0.20383644669841997
]
],
"bert": [
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
518.2017822265625
],
[
"name: Ecosystem Services Sensitivity Indicator 1: Natural capital dependency;\ndisplay name: ;\ndescription: Natural capital dependency;\nunit: NA;\nunit description: ;",
517.2340087890625
],
[
"name: fatalities;\ndisplay name: ;\ndescription: Total fatalities associated with events in the given admin3 area for the given year associated with the respective actor/event type.;\nunit: people;\nunit description: ;",
516.3585205078125
]
]
},
"Node(name='interventions', examples=())": {
"text": [
[
"name: SH.UHC.SRVS.CV.XD;\ndisplay name: UHC service coverage index;\ndescription: Coverage index for essential health services (based on tracer interventions that include reproductive, maternal, newborn and child health, infectious diseases, noncommunicable diseases and service capacity and access). It is presented on a scale of 0 to 100.;\nunit: NA;\nunit description: NA;",
1706.0
]
],
"sklearn": [
[
"name: SH.UHC.SRVS.CV.XD;\ndisplay name: UHC service coverage index;\ndescription: Coverage index for essential health services (based on tracer interventions that include reproductive, maternal, newborn and child health, infectious diseases, noncommunicable diseases and service capacity and access). It is presented on a scale of 0 to 100.;\nunit: NA;\nunit description: NA;",
0.2038071728803611
]
],
"bert": [
[
"name: ecosystems;\ndisplay name: ;\ndescription: Ecosystems indicator;\nunit: NA;\nunit description: ;",
209.42318725585938
],
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
208.0930938720703
],
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
208.0930938720703
]
]
},
"Node(name='provide', examples=())": {
"text": [
[
"name: per_si_allsi.cov_pop_tot;\ndisplay name: Coverage of social insurance programs (% of population);\ndescription: Coverage of social insurance programs shows the percentage of population participating in programs that provide old age contributory pensions (including survivors and disability) and social security and health insurance benefits (including occupational injury benefits, paid sick leave, maternity and other social insurance). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
31.59259259259259
],
[
"name: per_si_allsi.cov_q2_tot;\ndisplay name: Coverage of social insurance programs in 2nd quintile (% of population);\ndescription: Coverage of social insurance programs shows the percentage of population participating in programs that provide old age contributory pensions (including survivors and disability) and social security and health insurance benefits (including occupational injury benefits, paid sick leave, maternity and other social insurance). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
31.59259259259259
],
[
"name: per_si_allsi.cov_q3_tot;\ndisplay name: Coverage of social insurance programs in 3rd quintile (% of population);\ndescription: Coverage of social insurance programs shows the percentage of population participating in programs that provide old age contributory pensions (including survivors and disability) and social security and health insurance benefits (including occupational injury benefits, paid sick leave, maternity and other social insurance). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
31.59259259259259
]
],
"sklearn": [
[
"name: GC.XPN.COMP.CN;\ndisplay name: Compensation of employees (current LCU);\ndescription: Compensation of employees consists of all payments in cash, as well as in kind (such as food and housing), to employees in return for services rendered, and government contributions to social insurance schemes such as social security and pensions that provide benefits to employees.;\nunit: current LCU;\nunit description: current LCU;",
0.11534509016817454
],
[
"name: SN.ITK.DEFC.ZS;\ndisplay name: Prevalence of undernourishment (% of population);\ndescription: Prevalence of undernourishments is the percentage of the population whose habitual food consumption is insufficient to provide the dietary energy levels that are required to maintain a normal active and healthy life. Data showing as 2.5 may signify a prevalence of undernourishment below 2.5%.;\nunit: % of population;\nunit description: % of population;",
0.11239072883063594
],
[
"name: GC.XPN.COMP.ZS;\ndisplay name: Compensation of employees (% of expense);\ndescription: Compensation of employees consists of all payments in cash, as well as in kind (such as food and housing), to employees in return for services rendered, and government contributions to social insurance schemes such as social security and pensions that provide benefits to employees.;\nunit: % of expense;\nunit description: % of expense;",
0.1107579705785508
]
],
"bert": [
[
"name: capacity;\ndisplay name: ;\ndescription: Capacity indicator;\nunit: NA;\nunit description: ;",
215.49954223632812
],
[
"name: vulnerability_delta;\ndisplay name: ;\ndescription: Vulnerability delta indicator;\nunit: NA;\nunit description: ;",
213.37547302246094
],
[
"name: vulnerability;\ndisplay name: ;\ndescription: Vulnerability indicator;\nunit: NA;\nunit description: ;",
213.33238220214844
]
]
},
"Node(name='agriculture_inputs', examples=())": {
"text": [
[
"name: NV.AGR.TOTL.ZS;\ndisplay name: Agriculture, forestry, and fishing, value added (% of GDP);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Note: For VAB countries, gross value added at factor cost is used as the denominator.;\nunit: % of GDP;\nunit description: % of GDP;",
114.79296066252589
],
[
"name: NV.AGR.TOTL.KD.ZG;\ndisplay name: Agriculture, forestry, and fishing, value added (annual % growth);\ndescription: Annual growth rate for agricultural, forestry, and fishing value added based on constant local currency. Aggregates are based on constant 2015 prices, expressed in U.S. dollars. Agriculture corresponds to ISIC divisions 01-03 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4.;\nunit: annual % growth;\nunit description: annual % growth;",
114.79296066252589
],
[
"name: NV.AGR.TOTL.KD;\ndisplay name: Agriculture, forestry, and fishing, value added (constant 2015 US$);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 01-03 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Data are in constant 2015 prices, expressed in U.S. dollars.;\nunit: constant 2015 US$;\nunit description: constant 2015 US$;",
114.79296066252589
]
],
"sklearn": [
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
0.32284465099026627
],
[
"name: NV.AGR.TOTL.CD;\ndisplay name: Agriculture, forestry, and fishing, value added (current US$);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.20431516231416852
],
[
"name: SL.AGR.EMPL.ZS;\ndisplay name: Employment in agriculture (% of total employment) (modeled ILO estimate);\ndescription: Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The agriculture sector consists of activities in agriculture, hunting, forestry and fishing, in accordance with division 1 (ISIC 2) or categories A-B (ISIC 3) or category A (ISIC 4).;\nunit: modeled ILO estimate;\nunit description: modeled ILO estimate;",
0.20370050438836293
]
],
"bert": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
411.49249267578125
],
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
400.7425842285156
],
[
"name: EG.ELC.PETR.ZS;\ndisplay name: Electricity production from oil sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.;\nunit: % of total;\nunit description: % of total;",
400.5548095703125
]
]
},
"Node(name='livestock_production_inputs', examples=())": {
"text": [
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
298.00320512820514
],
[
"name: NV.AGR.TOTL.ZS;\ndisplay name: Agriculture, forestry, and fishing, value added (% of GDP);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Note: For VAB countries, gross value added at factor cost is used as the denominator.;\nunit: % of GDP;\nunit description: % of GDP;",
189.6206501831502
],
[
"name: NV.AGR.TOTL.KD.ZG;\ndisplay name: Agriculture, forestry, and fishing, value added (annual % growth);\ndescription: Annual growth rate for agricultural, forestry, and fishing value added based on constant local currency. Aggregates are based on constant 2015 prices, expressed in U.S. dollars. Agriculture corresponds to ISIC divisions 01-03 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4.;\nunit: annual % growth;\nunit description: annual % growth;",
189.6206501831502
]
],
"sklearn": [
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.24564739263207208
],
[
"name: NV.AGR.TOTL.CD;\ndisplay name: Agriculture, forestry, and fishing, value added (current US$);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.1755905023238802
],
[
"name: NV.AGR.TOTL.CN;\ndisplay name: Agriculture, forestry, and fishing, value added (current LCU);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Data are in current local currency.;\nunit: current LCU;\nunit description: current LCU;",
0.1722531964107169
]
],
"bert": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
647.643310546875
],
[
"name: EG.ELC.PETR.ZS;\ndisplay name: Electricity production from oil sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.;\nunit: % of total;\nunit description: % of total;",
637.7076416015625
],
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
627.8214721679688
]
]
},
"Node(name='livestock_feed', examples=('livestock feed', 'hay', 'CSB', 'silage', 'corn meal', 'soybean hulls'))": {
"text": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
2274.6666666666665
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
2274.6666666666665
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
2274.6666666666665
]
],
"sklearn": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
0.20587822139998244
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
0.15327037309584218
],
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.13724911919360228
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
4587.5390625
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
4482.24658203125
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
4389.544921875
]
]
},
"Node(name='veterinary_services', examples=('veterinary services medicine', 'animal birthing', 'antibiotics', 'livestock vaccination'))": {
"text": [
[
"name: SH.IMM.MEAS;\ndisplay name: Immunization, measles (% of children ages 12-23 months);\ndescription: Child immunization, measles, measures the percentage of children ages 12-23 months who received the measles vaccination before 12 months or at any time before the survey. A child is considered adequately immunized against measles after receiving one dose of vaccine.;\nunit: % of children ages 12-23 months;\nunit description: % of children ages 12-23 months;",
1706.0
],
[
"name: SH.HIV.PMTC.ZS;\ndisplay name: Antiretroviral therapy coverage for PMTCT (% of pregnant women living with HIV);\ndescription: Percentage of pregnant women with HIV who receive antiretroviral medicine for prevention of mother-to-child transmission (PMTCT).;\nunit: % of pregnant women living with HIV;\nunit description: % of pregnant women living with HIV;",
853.0
],
[
"name: IP.JRN.ARTC.SC;\ndisplay name: Scientific and technical journal articles;\ndescription: Scientific and technical journal articles refer to the number of scientific and engineering articles published in the following fields: physics, biology, chemistry, mathematics, clinical medicine, biomedical research, engineering and technology, and earth and space sciences.;\nunit: NA;\nunit description: NA;",
853.0
]
],
"sklearn": [
[
"name: NE.EXP.GNFS.ZS;\ndisplay name: Exports of goods and services (% of GDP);\ndescription: Exports of goods and services represent the value of all goods and other market services provided to the rest of the world. They include the value of merchandise, freight, insurance, transport, travel, royalties, license fees, and other services, such as communication, construction, financial, information, business, personal, and government services. They exclude compensation of employees and investment income (formerly called factor services) and transfer payments.;\nunit: % of GDP;\nunit description: % of GDP;",
0.1589518138599656
],
[
"name: NE.IMP.GNFS.ZS;\ndisplay name: Imports of goods and services (% of GDP);\ndescription: Imports of goods and services represent the value of all goods and other market services received from the rest of the world. They include the value of merchandise, freight, insurance, transport, travel, royalties, license fees, and other services, such as communication, construction, financial, information, business, personal, and government services. They exclude compensation of employees and investment income (formerly called factor services) and transfer payments.;\nunit: % of GDP;\nunit description: % of GDP;",
0.15837072525014304
],
[
"name: NE.EXP.GNFS.CD;\ndisplay name: Exports of goods and services (current US$);\ndescription: Exports of goods and services represent the value of all goods and other market services provided to the rest of the world. They include the value of merchandise, freight, insurance, transport, travel, royalties, license fees, and other services, such as communication, construction, financial, information, business, personal, and government services. They exclude compensation of employees and investment income (formerly called factor services) and transfer payments. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.15753670378343027
]
],
"bert": [
[
"name: SH.MED.NUMW.P3;\ndisplay name: Nurses and midwives (per 1,000 people);\ndescription: Nurses and midwives include professional nurses, professional midwives, auxiliary nurses, auxiliary midwives, enrolled nurses, enrolled midwives and other associated personnel, such as dental nurses and primary care nurses.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
2909.3515625
],
[
"name: SH.UHC.SRVS.CV.XD;\ndisplay name: UHC service coverage index;\ndescription: Coverage index for essential health services (based on tracer interventions that include reproductive, maternal, newborn and child health, infectious diseases, noncommunicable diseases and service capacity and access). It is presented on a scale of 0 to 100.;\nunit: NA;\nunit description: NA;",
2891.50048828125
],
[
"name: SH.XPD.GHED.CH.ZS;\ndisplay name: Domestic general government health expenditure (% of current health expenditure);\ndescription: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.;\nunit: % of current health expenditure;\nunit description: % of current health expenditure;",
2863.80224609375
]
]
},
"Node(name='livestock_watering', examples=('livestock watering',))": {
"text": [
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
524.9230769230769
],
[
"name: EN.ATM.NOXE.ZG;\ndisplay name: Nitrous oxide emissions (% change from 1990);\ndescription: Nitrous oxide emissions are emissions from agricultural biomass burning, industrial activities, and livestock management. Each year of data shows the percentage change to that year from 1990.;\nunit: % change from 1990;\nunit description: % change from 1990;",
262.46153846153845
],
[
"name: EN.ATM.NOXE.KT.CE;\ndisplay name: Nitrous oxide emissions (thousand metric tons of CO2 equivalent);\ndescription: Nitrous oxide emissions are emissions from agricultural biomass burning, industrial activities, and livestock management.;\nunit: thousand metric tons of CO2 equivalent;\nunit description: thousand metric tons of CO2 equivalent;",
262.46153846153845
]
],
"sklearn": [
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.24618889522903073
],
[
"name: EN.ATM.NOXE.ZG;\ndisplay name: Nitrous oxide emissions (% change from 1990);\ndescription: Nitrous oxide emissions are emissions from agricultural biomass burning, industrial activities, and livestock management. Each year of data shows the percentage change to that year from 1990.;\nunit: % change from 1990;\nunit description: % change from 1990;",
0.1326967453593396
],
[
"name: EN.ATM.NOXE.KT.CE;\ndisplay name: Nitrous oxide emissions (thousand metric tons of CO2 equivalent);\ndescription: Nitrous oxide emissions are emissions from agricultural biomass burning, industrial activities, and livestock management.;\nunit: thousand metric tons of CO2 equivalent;\nunit description: thousand metric tons of CO2 equivalent;",
0.12376387952257616
]
],
"bert": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
1097.667236328125
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
1077.413818359375
],
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
1065.29638671875
]
]
},
"Node(name='crop_production_equipment', examples=())": {
"text": [
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
1777.0833333333333
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
604.2083333333333
],
[
"name: AG.LND.CROP.ZS;\ndisplay name: Permanent cropland (% of land area);\ndescription: Permanent cropland is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber.;\nunit: % of land area;\nunit description: % of land area;",
568.6666666666666
]
],
"sklearn": [
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.33503608483129654
],
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
0.17853891625737722
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
0.1771516731458874
]
],
"bert": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
711.7423095703125
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
702.4620361328125
],
[
"name: AG.LND.TRAC.ZS;\ndisplay name: Agricultural machinery, tractors per 100 sq. km of arable land;\ndescription: 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. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: NA;\nunit description: NA;",
674.0830078125
]
]
},
"Node(name='farm_equipment', examples=('farm equipment', 'machinery', 'tractor', 'power tiller', 'row planter', 'plow', 'winnower'))": {
"text": [
[
"name: NV.MNF.MTRN.ZS.UN;\ndisplay name: Machinery and transport equipment (% of value added in manufacturing);\ndescription: Value added in manufacturing is the sum of gross output less the value of intermediate inputs used in production for industries classified in ISIC major division D. Machinery and transport equipment correspond to ISIC divisions 29, 30, 32, 34, and 35.;\nunit: % of value added in manufacturing;\nunit description: % of value added in manufacturing;",
406.1904761904762
],
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
365.57142857142856
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
365.57142857142856
]
],
"sklearn": [
[
"name: NV.MNF.MTRN.ZS.UN;\ndisplay name: Machinery and transport equipment (% of value added in manufacturing);\ndescription: Value added in manufacturing is the sum of gross output less the value of intermediate inputs used in production for industries classified in ISIC major division D. Machinery and transport equipment correspond to ISIC divisions 29, 30, 32, 34, and 35.;\nunit: % of value added in manufacturing;\nunit description: % of value added in manufacturing;",
0.28192347552201746
],
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
0.2751976883366803
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
0.27305940887668495
]
],
"bert": [
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
3651.6044921875
],
[
"name: AG.LND.TRAC.ZS;\ndisplay name: Agricultural machinery, tractors per 100 sq. km of arable land;\ndescription: 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. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: NA;\nunit description: NA;",
3620.796875
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
3450.86279296875
]
]
},
"Node(name='harvesting_equipment', examples=('harvesting equipment', 'baskets', 'pickers', 'ladders', 'clippers'))": {
"text": [
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
365.57142857142856
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
365.57142857142856
],
[
"name: NV.MNF.MTRN.ZS.UN;\ndisplay name: Machinery and transport equipment (% of value added in manufacturing);\ndescription: Value added in manufacturing is the sum of gross output less the value of intermediate inputs used in production for industries classified in ISIC major division D. Machinery and transport equipment correspond to ISIC divisions 29, 30, 32, 34, and 35.;\nunit: % of value added in manufacturing;\nunit description: % of value added in manufacturing;",
243.71428571428572
]
],
"sklearn": [
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
0.3346738580095155
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
0.33207345013289247
],
[
"name: NV.MNF.MTRN.ZS.UN;\ndisplay name: Machinery and transport equipment (% of value added in manufacturing);\ndescription: Value added in manufacturing is the sum of gross output less the value of intermediate inputs used in production for industries classified in ISIC major division D. Machinery and transport equipment correspond to ISIC divisions 29, 30, 32, 34, and 35.;\nunit: % of value added in manufacturing;\nunit description: % of value added in manufacturing;",
0.2203549481826323
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
2597.08740234375
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
2594.282470703125
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
2536.1669921875
]
]
},
"Node(name='seed', examples=('seed', 'planting'))": {
"text": [],
"sklearn": [],
"bert": [
[
"name: habitat;\ndisplay name: ;\ndescription: Habitat indicator;\nunit: NA;\nunit description: ;",
1044.5673828125
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
1043.884521484375
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
1039.01025390625
]
]
},
"Node(name='irrigation_equipment', examples=())": {
"text": [
[
"name: ER.H2O.FWAG.ZS;\ndisplay name: Annual freshwater withdrawals, agriculture (% of total freshwater withdrawal);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture are total withdrawals for irrigation and livestock production. Data are for the most recent year available for 1987-2002.;\nunit: % of total freshwater withdrawal;\nunit description: % of total freshwater withdrawal;",
568.6666666666666
],
[
"name: ER.H2O.FWTL.ZS;\ndisplay name: Annual freshwater withdrawals, total (% of internal resources);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: % of internal resources;\nunit description: % of internal resources;",
568.6666666666666
],
[
"name: ER.H2O.FWTL.K3;\ndisplay name: Annual freshwater withdrawals, total (billion cubic meters);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
568.6666666666666
]
],
"sklearn": [
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
0.19541795663218023
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
0.19389956378045817
],
[
"name: NV.MNF.MTRN.ZS.UN;\ndisplay name: Machinery and transport equipment (% of value added in manufacturing);\ndescription: Value added in manufacturing is the sum of gross output less the value of intermediate inputs used in production for industries classified in ISIC major division D. Machinery and transport equipment correspond to ISIC divisions 29, 30, 32, 34, and 35.;\nunit: % of value added in manufacturing;\nunit description: % of value added in manufacturing;",
0.1286664992711072
]
],
"bert": [
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
417.4814453125
],
[
"name: EG.ELC.LOSS.ZS;\ndisplay name: Electric power transmission and distribution losses (% of output);\ndescription: Electric power transmission and distribution losses include losses in transmission between sources of supply and points of distribution and in the distribution to consumers, including pilferage.;\nunit: % of output;\nunit description: % of output;",
414.2174072265625
],
[
"name: Infrastructure Adaptive Capacity Indicator 1: Electricity access;\ndisplay name: ;\ndescription: Electricity access;\nunit: NA;\nunit description: ;",
413.9266357421875
]
]
},
"Node(name='water_source', examples=('water source', 'wells', 'bore-holes', 'irrigation ditch', 'canal'))": {
"text": [
[
"name: ER.H2O.FWTL.ZS;\ndisplay name: Annual freshwater withdrawals, total (% of internal resources);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: % of internal resources;\nunit description: % of internal resources;",
805.2088285229202
],
[
"name: ER.H2O.FWTL.K3;\ndisplay name: Annual freshwater withdrawals, total (billion cubic meters);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
805.2088285229202
],
[
"name: ER.H2O.FWAG.ZS;\ndisplay name: Annual freshwater withdrawals, agriculture (% of total freshwater withdrawal);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture are total withdrawals for irrigation and livestock production. Data are for the most recent year available for 1987-2002.;\nunit: % of total freshwater withdrawal;\nunit description: % of total freshwater withdrawal;",
768.5206564799093
]
],
"sklearn": [
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
0.394304826662019
],
[
"name: SH.H2O.BASW.ZS;\ndisplay name: People using at least basic drinking water services (% of population);\ndescription: The percentage of people using at least basic water services. This indicator encompasses both people using basic water services as well as those using safely managed water services. Basic drinking water services is defined as drinking water from an improved source, provided collection time is not more than 30 minutes for a round trip. Improved water sources include piped water, boreholes or tubewells, protected dug wells, protected springs, and packaged or delivered water.;\nunit: % of population;\nunit description: % of population;",
0.37215461602139915
],
[
"name: SH.H2O.BASW.UR.ZS;\ndisplay name: People using at least basic drinking water services, urban (% of urban population);\ndescription: The percentage of people using at least basic water services. This indicator encompasses both people using basic water services as well as those using safely managed water services. Basic drinking water services is defined as drinking water from an improved source, provided collection time is not more than 30 minutes for a round trip. Improved water sources include piped water, boreholes or tubewells, protected dug wells, protected springs, and packaged or delivered water.;\nunit: % of urban population;\nunit description: % of urban population;",
0.35404116908682076
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
2775.3369140625
],
[
"name: ER.H2O.FWTL.ZS;\ndisplay name: Annual freshwater withdrawals, total (% of internal resources);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: % of internal resources;\nunit description: % of internal resources;",
2751.9189453125
],
[
"name: SH.STA.SMSS.RU.ZS;\ndisplay name: People using safely managed sanitation services, rural (% of rural population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of rural population;\nunit description: % of rural population;",
2741.1005859375
]
]
},
"Node(name='pumps', examples=('water pumps', 'treadle', 'electric pump', 'small scale irrigation pump'))": {
"text": [
[
"name: EP.PMP.DESL.CD;\ndisplay name: Pump price for diesel fuel (US$ per liter);\ndescription: Fuel prices refer to the pump prices of the most widely sold grade of diesel fuel. Prices have been converted from the local currency to U.S. dollars.;\nunit: US$ per liter;\nunit description: US$ per liter;",
3412.0
],
[
"name: EP.PMP.SGAS.CD;\ndisplay name: Pump price for gasoline (US$ per liter);\ndescription: Fuel prices refer to the pump prices of the most widely sold grade of gasoline. Prices have been converted from the local currency to U.S. dollars.;\nunit: US$ per liter;\nunit description: US$ per liter;",
3412.0
],
[
"name: EG.USE.ELEC.KH.PC;\ndisplay name: Electric power consumption (kWh per capita);\ndescription: Electric power consumption measures the production of power plants and combined heat and power plants less transmission, distribution, and transformation losses and own use by heat and power plants.;\nunit: kWh per capita;\nunit description: kWh per capita;",
1137.3333333333333
]
],
"sklearn": [
[
"name: EP.PMP.SGAS.CD;\ndisplay name: Pump price for gasoline (US$ per liter);\ndescription: Fuel prices refer to the pump prices of the most widely sold grade of gasoline. Prices have been converted from the local currency to U.S. dollars.;\nunit: US$ per liter;\nunit description: US$ per liter;",
0.2644311443410186
],
[
"name: EP.PMP.DESL.CD;\ndisplay name: Pump price for diesel fuel (US$ per liter);\ndescription: Fuel prices refer to the pump prices of the most widely sold grade of diesel fuel. Prices have been converted from the local currency to U.S. dollars.;\nunit: US$ per liter;\nunit description: US$ per liter;",
0.24913111701614746
],
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
0.15679971784510022
]
],
"bert": [
[
"name: SH.STA.SMSS.RU.ZS;\ndisplay name: People using safely managed sanitation services, rural (% of rural population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of rural population;\nunit description: % of rural population;",
2694.291259765625
],
[
"name: SH.STA.SMSS.UR.ZS;\ndisplay name: People using safely managed sanitation services, urban (% of urban population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
2670.9990234375
],
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
2661.5712890625
]
]
},
"Node(name='field_irrigation', examples=('field irrigation', 'drip', 'sprinklers'))": {
"text": [
[
"name: ER.H2O.FWAG.ZS;\ndisplay name: Annual freshwater withdrawals, agriculture (% of total freshwater withdrawal);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture are total withdrawals for irrigation and livestock production. Data are for the most recent year available for 1987-2002.;\nunit: % of total freshwater withdrawal;\nunit description: % of total freshwater withdrawal;",
1137.3333333333333
],
[
"name: ER.H2O.FWTL.ZS;\ndisplay name: Annual freshwater withdrawals, total (% of internal resources);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: % of internal resources;\nunit description: % of internal resources;",
1137.3333333333333
],
[
"name: ER.H2O.FWTL.K3;\ndisplay name: Annual freshwater withdrawals, total (billion cubic meters);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
1137.3333333333333
]
],
"sklearn": [
[
"name: ER.H2O.FWAG.ZS;\ndisplay name: Annual freshwater withdrawals, agriculture (% of total freshwater withdrawal);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture are total withdrawals for irrigation and livestock production. Data are for the most recent year available for 1987-2002.;\nunit: % of total freshwater withdrawal;\nunit description: % of total freshwater withdrawal;",
0.09231066645888075
],
[
"name: ER.H2O.FWTL.ZS;\ndisplay name: Annual freshwater withdrawals, total (% of internal resources);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: % of internal resources;\nunit description: % of internal resources;",
0.08085142924153264
],
[
"name: ER.H2O.FWTL.K3;\ndisplay name: Annual freshwater withdrawals, total (billion cubic meters);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
0.07799264978042912
]
],
"bert": [
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
2020.4959716796875
],
[
"name: SH.STA.SMSS.UR.ZS;\ndisplay name: People using safely managed sanitation services, urban (% of urban population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
2003.03955078125
],
[
"name: SH.STA.SMSS.RU.ZS;\ndisplay name: People using safely managed sanitation services, rural (% of rural population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of rural population;\nunit description: % of rural population;",
1999.376708984375
]
]
},
"Node(name='soil_inputs', examples=())": {
"text": [
[
"name: EN.CLC.GHGR.MT.CE;\ndisplay name: GHG net emissions/removals by LUCF (Mt of CO2 equivalent);\ndescription: GHG net emissions/removals by LUCF refers to changes in atmospheric levels of all greenhouse gases attributable to forest and land-use change activities, including but not limited to (1) emissions and removals of CO2 from decreases or increases in biomass stocks due to forest management, logging, fuelwood collection, etc.; (2) conversion of existing forests and natural grasslands to other land uses; (3) removal of CO2 from the abandonment of formerly managed lands (e.g. croplands and pastures); and (4) emissions and removals of CO2 in soil associated with land-use change and management. For Annex-I countries under the UNFCCC, these data are drawn from the annual GHG inventories submitted to the UNFCCC by each country; for non-Annex-I countries, data are drawn from the most recently submitted National Communication where available. Because of differences in reporting years and methodologies, these data are not generally considered comparable across countries. Data are in million metric tons.;\nunit: Mt of CO2 equivalent;\nunit description: Mt of CO2 equivalent;",
426.5
],
[
"name: SH.STA.HYGN.ZS;\ndisplay name: People with basic handwashing facilities including soap and water (% of population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of population;\nunit description: % of population;",
426.5
],
[
"name: SH.STA.HYGN.RU.ZS;\ndisplay name: People with basic handwashing facilities including soap and water, rural (% of rural population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of rural population;\nunit description: % of rural population;",
426.5
]
],
"sklearn": [
[
"name: EG.ELC.PETR.ZS;\ndisplay name: Electricity production from oil sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.;\nunit: % of total;\nunit description: % of total;",
0.08317863843906942
],
[
"name: SH.STA.HYGN.ZS;\ndisplay name: People with basic handwashing facilities including soap and water (% of population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of population;\nunit description: % of population;",
0.08299982980697199
],
[
"name: SH.STA.HYGN.UR.ZS;\ndisplay name: People with basic handwashing facilities including soap and water, urban (% of urban population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of urban population;\nunit description: % of urban population;",
0.07957449781890857
]
],
"bert": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
524.6558837890625
],
[
"name: EG.ELC.LOSS.ZS;\ndisplay name: Electric power transmission and distribution losses (% of output);\ndescription: Electric power transmission and distribution losses include losses in transmission between sources of supply and points of distribution and in the distribution to consumers, including pilferage.;\nunit: % of output;\nunit description: % of output;",
521.0438232421875
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
517.9578247070312
]
]
},
"Node(name='fertilizer', examples=('fertilizer', 'DAP', 'urea', 'compost', 'manure', 'nitrogen', 'potassium', 'phosphorous'))": {
"text": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
3980.6666666666665
],
[
"name: AG.CON.FERT.ZS;\ndisplay name: Fertilizer consumption (kilograms per hectare of arable land);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: kilograms per hectare of arable land;\nunit description: kilograms per hectare of arable land;",
2274.6666666666665
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
1421.6666666666665
]
],
"sklearn": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
0.5853972125626824
],
[
"name: AG.CON.FERT.ZS;\ndisplay name: Fertilizer consumption (kilograms per hectare of arable land);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: kilograms per hectare of arable land;\nunit description: kilograms per hectare of arable land;",
0.25416291014386533
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
0.22356423716627052
]
],
"bert": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
4766.4482421875
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4733.361328125
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4663.5888671875
]
]
},
"Node(name='fertilizer_subsidy', examples=('fertilizer subsidy', 'fertilizer voucher', 'cash', 'price control', 'fertilizer coupon'))": {
"text": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
7961.333333333333
],
[
"name: AG.CON.FERT.ZS;\ndisplay name: Fertilizer consumption (kilograms per hectare of arable land);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: kilograms per hectare of arable land;\nunit description: kilograms per hectare of arable land;",
4549.333333333333
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
1137.3333333333333
]
],
"sklearn": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
0.6352407587126819
],
[
"name: AG.CON.FERT.ZS;\ndisplay name: Fertilizer consumption (kilograms per hectare of arable land);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: kilograms per hectare of arable land;\nunit description: kilograms per hectare of arable land;",
0.27580356792205285
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
0.14802341351983517
]
],
"bert": [
[
"name: AG.CON.FERT.PT.ZS;\ndisplay name: Fertilizer consumption (% of fertilizer production);\ndescription: Fertilizer consumption measures the quantity of plant nutrients used per unit of arable land. Fertilizer products cover nitrogenous, potash, and phosphate fertilizers (including ground rock phosphate). Traditional nutrients--animal and plant manures--are not included. For the purpose of data dissemination, FAO has adopted the concept of a calendar year (January to December). Some countries compile fertilizer data on a calendar year basis, while others are on a split-year basis.;\nunit: % of fertilizer production;\nunit description: % of fertilizer production;",
4478.4248046875
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4340.57373046875
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4297.796875
]
]
},
"Node(name='weed_pest_control', examples=())": {
"text": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
213.25
],
[
"name: MS.MIL.TOTL.TF.ZS;\ndisplay name: Armed forces personnel (% of total labor force);\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces. Labor force comprises all people who meet the International Labour Organization's definition of the economically active population.;\nunit: % of total labor force;\nunit description: % of total labor force;",
106.625
],
[
"name: MS.MIL.TOTL.P1;\ndisplay name: Armed forces personnel, total;\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces.;\nunit: NA;\nunit description: NA;",
106.625
]
],
"sklearn": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
0.5618068714080137
],
[
"name: FI.RES.XGLD.CD;\ndisplay name: Total reserves minus gold (current US$);\ndescription: Total reserves minus gold comprise special drawing rights, reserves of IMF members held by the IMF, and holdings of foreign exchange under the control of monetary authorities. Gold holdings are excluded. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.13645978196420575
],
[
"name: MS.MIL.TOTL.P1;\ndisplay name: Armed forces personnel, total;\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces.;\nunit: NA;\nunit description: NA;",
0.13050959387939312
]
],
"bert": [
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
555.0667724609375
],
[
"name: Health Exposure Indicator 2: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\ndisplay name: ;\ndescription: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\nunit: NA;\nunit description: ;",
549.42724609375
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
543.4180908203125
]
]
},
"Node(name='biological', examples=('biological pest weed control', 'crop rotation', 'cover crop', 'integrated pest management', 'IPM', 'companion planting'))": {
"text": [
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
3412.0
],
[
"name: VC.IDP.TOCV;\ndisplay name: Internally displaced persons, total displaced by conflict and violence (number of people);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \u201cPeople displaced\u201d refers to the number of people living in displacement as of the end of each year, and reflects the stock of people displaced at the end of the previous year, plus inflows of new cases arriving over the year as well as births over the year to those displaced, minus outflows which may include returnees, those who settled elsewhere, those who integrated locally, those who travelled over borders, and deaths.;\nunit: number of people;\nunit description: number of people;",
1706.0
],
[
"name: umd_tree_cover_loss__ha;\ndisplay name: Tree Cover Loss in Hectare (ha);\ndescription: Tree Cover Loss in Hectare (ha): Tree cover loss is defined as stand level replacement of vegetation greater than 5 meters. The tree cover loss data set is a collaboration of the University of Maryland, Google, USGS, and NASA, and uses Landsat satellite images to map annual tree cover loss at a 30 \u00d7 30 meter resolution.\r\n\r\nNote that \u201ctree cover loss\u201d is not the same as \u201cdeforestation\u201d \u2013 tree cover loss includes change in both natural and planted forest, and does not need to be human caused. The data from 2011 onward were produced with an updated methodology that may capture additional loss. Comparisons between the original 2001-2010 data and future years should be performed with caution.\r\n\r\n\"The Tree Cover Canaopy (TCC) Density is assumed to be >30%. TCC density represents the estimated percent of a pixel that was covered by tree canopy in the year 2000, as determined from the analysis of satellite imagery. For the tree cover loss data, TCC density therefore corresponds to the density of tree cover before loss occurred. For example, if you select 25% as the minimum TCC density, you will only see tree cover loss pixels for which the original tree cover density was greater than 25%.\r\n\r\nAdjustments to the minimum TCC density only affect the tree cover and tree cover loss data layers. This feature does not pertain to Hansen/UMD/Google/USGS/NASA tree cover gain or to other GFW data layers or statistics. Tree cover gain is displayed with a set minimum TCC density greater than 50%.;\nunit: ha;\nunit description: hectares;",
1240.7272727272727
]
],
"sklearn": [
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.2324879875706504
],
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
0.16097123974440114
],
[
"name: umd_tree_cover_loss__ha;\ndisplay name: Tree Cover Loss in Hectare (ha);\ndescription: Tree Cover Loss in Hectare (ha): Tree cover loss is defined as stand level replacement of vegetation greater than 5 meters. The tree cover loss data set is a collaboration of the University of Maryland, Google, USGS, and NASA, and uses Landsat satellite images to map annual tree cover loss at a 30 \u00d7 30 meter resolution.\r\n\r\nNote that \u201ctree cover loss\u201d is not the same as \u201cdeforestation\u201d \u2013 tree cover loss includes change in both natural and planted forest, and does not need to be human caused. The data from 2011 onward were produced with an updated methodology that may capture additional loss. Comparisons between the original 2001-2010 data and future years should be performed with caution.\r\n\r\n\"The Tree Cover Canaopy (TCC) Density is assumed to be >30%. TCC density represents the estimated percent of a pixel that was covered by tree canopy in the year 2000, as determined from the analysis of satellite imagery. For the tree cover loss data, TCC density therefore corresponds to the density of tree cover before loss occurred. For example, if you select 25% as the minimum TCC density, you will only see tree cover loss pixels for which the original tree cover density was greater than 25%.\r\n\r\nAdjustments to the minimum TCC density only affect the tree cover and tree cover loss data layers. This feature does not pertain to Hansen/UMD/Google/USGS/NASA tree cover gain or to other GFW data layers or statistics. Tree cover gain is displayed with a set minimum TCC density greater than 50%.;\nunit: ha;\nunit description: hectares;",
0.1142147115209598
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
4379.4541015625
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4339.0029296875
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
4273.30078125
]
]
},
"Node(name='chemical', examples=('chemical pest weed control', 'glysophate', 'round-up', 'dicamba', 'DDT'))": {
"text": [
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
568.6666666666666
],
[
"name: SH.STA.POIS.P5.FE;\ndisplay name: Mortality rate attributed to unintentional poisoning, female (per 100,000 female population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of female deaths from unintentional poisonings in a year per 100,000 female population. Unintentional poisoning can be caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
568.6666666666666
],
[
"name: SH.STA.POIS.P5.MA;\ndisplay name: Mortality rate attributed to unintentional poisoning, male (per 100,000 male population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of male deaths from unintentional poisonings in a year per 100,000 male population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 male population;\nunit description: per 100,000 male population;",
568.6666666666666
]
],
"sklearn": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
0.19735118657791714
],
[
"name: SH.H2O.SMDW.ZS;\ndisplay name: People using safely managed drinking water services (% of population);\ndescription: The percentage of people using drinking water from an improved source that is accessible on premises, available when needed and free from faecal and priority chemical contamination. Improved water sources include piped water, boreholes or tubewells, protected dug wells, protected springs, and packaged or delivered water.;\nunit: % of population;\nunit description: % of population;",
0.11840742901202865
],
[
"name: SH.H2O.SMDW.UR.ZS;\ndisplay name: People using safely managed drinking water services, urban (% of urban population);\ndescription: The percentage of people using drinking water from an improved source that is accessible on premises, available when needed and free from faecal and priority chemical contamination. Improved water sources include piped water, boreholes or tubewells, protected dug wells, protected springs, and packaged or delivered water.;\nunit: % of urban population;\nunit description: % of urban population;",
0.1079321971247953
]
],
"bert": [
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4195.7099609375
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4164.0986328125
],
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
4132.072265625
]
]
},
"Node(name='organic', examples=('organic pest weed control', 'vinegar', 'pine oil', 'neem oil'))": {
"text": [
[
"name: EG.GDP.PUSE.KO.PP.KD;\ndisplay name: GDP per unit of energy use (constant 2017 PPP $ per kg of oil equivalent);\ndescription: GDP per unit of energy use is the PPP GDP per kilogram of oil equivalent of energy use. PPP GDP is gross domestic product converted to 2017 constant international dollars using purchasing power parity rates. An international dollar has the same purchasing power over GDP as a U.S. dollar has in the United States.;\nunit: constant 2017 PPP $ per kg of oil equivalent;\nunit description: constant 2017 PPP $ per kg of oil equivalent;",
718.3157894736842
],
[
"name: EG.GDP.PUSE.KO.PP;\ndisplay name: GDP per unit of energy use (PPP $ per kg of oil equivalent);\ndescription: GDP per unit of energy use is the PPP GDP per kilogram of oil equivalent of energy use. PPP GDP is gross domestic product converted to current international dollars using purchasing power parity rates based on the 2017 ICP round. An international dollar has the same purchasing power over GDP as a U.S. dollar has in the United States.;\nunit: PPP $ per kg of oil equivalent;\nunit description: PPP $ per kg of oil equivalent;",
718.3157894736842
],
[
"name: EG.ELC.PETR.ZS;\ndisplay name: Electricity production from oil sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.;\nunit: % of total;\nunit description: % of total;",
538.7368421052631
]
],
"sklearn": [
[
"name: EG.ELC.PETR.ZS;\ndisplay name: Electricity production from oil sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.;\nunit: % of total;\nunit description: % of total;",
0.45671843779591415
],
[
"name: NY.GDP.PETR.RT.ZS;\ndisplay name: Oil rents (% of GDP);\ndescription: Oil rents are the difference between the value of crude oil production at regional prices and total costs of production.;\nunit: % of GDP;\nunit description: % of GDP;",
0.4457845964563494
],
[
"name: TX.VAL.FOOD.ZS.UN;\ndisplay name: Food exports (% of merchandise exports);\ndescription: Food comprises the commodities in SITC sections 0 (food and live animals), 1 (beverages and tobacco), and 4 (animal and vegetable oils and fats) and SITC division 22 (oil seeds, oil nuts, and oil kernels).;\nunit: % of merchandise exports;\nunit description: % of merchandise exports;",
0.32418940281100794
]
],
"bert": [
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
2995.672119140625
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
2977.129150390625
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
2923.77099609375
]
]
},
"Node(name='post_harvest_inputs', examples=())": {
"text": [
[
"name: SE.SEC.CUAT.PO.FE.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, female (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
310.1818181818182
],
[
"name: SE.SEC.CUAT.PO.MA.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, male (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
310.1818181818182
],
[
"name: SE.SEC.CUAT.PO.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
310.1818181818182
]
],
"sklearn": [
[
"name: SE.SEC.CUAT.PO.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
0.23523830912291402
],
[
"name: SE.SEC.CUAT.PO.FE.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, female (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
0.2331133684529402
],
[
"name: SE.SEC.CUAT.PO.MA.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, male (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
0.23293855988265377
]
],
"bert": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
711.4468383789062
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
701.8370361328125
],
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
693.8262939453125
]
]
},
"Node(name='processing_equipment', examples=('harvest processing equipment', 'thresher', 'sorter', 'washer', 'drier', 'x-ray', 'harvest laser sorter', 'tarp', 'harvest drier racks'))": {
"text": [
[
"name: Elevation;\ndisplay name: Average Minimum Elevation;\ndescription: Average Minimum Elevation in 12km x 12 km region;\nunit: meters;\nunit description: meters;",
1706.0
],
[
"name: ST.INT.XPND.MP.ZS;\ndisplay name: International tourism, expenditures (% of total imports);\ndescription: International tourism expenditures are expenditures of international outbound visitors in other countries, including payments to foreign carriers for international transport. These expenditures may include those by residents traveling abroad as same-day visitors, except in cases where these are important enough to justify separate classification. For some countries they do not include expenditures for passenger transport items. Their share in imports is calculated as a ratio to imports of goods and services, which 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, goods sent for processing and repairs, nonmonetary gold, and services.;\nunit: % of total imports;\nunit description: % of total imports;",
1706.0
],
[
"name: ST.INT.RCPT.XP.ZS;\ndisplay name: International tourism, receipts (% of total exports);\ndescription: International tourism receipts are expenditures by international inbound visitors, including payments to national carriers for international transport. These receipts include any other prepayment made for goods or services received in the destination country. They also may include receipts from same-day visitors, except when these are important enough to justify separate classification. For some countries they do not include receipts for passenger transport items. Their share in exports is calculated as a ratio to exports of goods and services, which comprise all transactions between residents of a country and the rest of the world involving a change of ownership from residents to nonresidents of general merchandise, goods sent for processing and repairs, nonmonetary gold, and services.;\nunit: % of total exports;\nunit description: % of total exports;",
1706.0
]
],
"sklearn": [
[
"name: NY.ADJ.DFOR.CD;\ndisplay name: Adjusted savings: net forest depletion (current US$);\ndescription: Net forest depletion is calculated as the product of unit resource rents and the excess of roundwood harvest over natural growth.;\nunit: current US$;\nunit description: current US$;",
0.14999784915415915
],
[
"name: NY.ADJ.DFOR.GN.ZS;\ndisplay name: Adjusted savings: net forest depletion (% of GNI);\ndescription: Net forest depletion is calculated as the product of unit resource rents and the excess of roundwood harvest over natural growth.;\nunit: % of GNI;\nunit description: % of GNI;",
0.14193919195168878
],
[
"name: NY.GDP.FRST.RT.ZS;\ndisplay name: Forest rents (% of GDP);\ndescription: Forest rents are roundwood harvest times the product of regional prices and a regional rental rate.;\nunit: % of GDP;\nunit description: % of GDP;",
0.14082968152461262
]
],
"bert": [
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
6871.1943359375
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
6848.8056640625
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
6642.2080078125
]
]
},
"Node(name='packaging', examples=('harvest packaging', 'packing lines', 'branding', 'packaging material'))": {
"text": [
[
"name: v2x_egaldem;\ndisplay name: Egalitarian democracy index;\ndescription: The egalitarian principle of democracy holds that material and immaterial inequalities inhibit the exercise of formal rights and liberties, and diminish the ability of citizens from all social groups to participate. Egalitarian democracy is achieved when 1 rights and freedoms of individuals are protected equally across all social groups; and 2 resources are distributed equally across all social groups; 3 groups and individuals enjoy equal access to power. To make it a measure of egalitarian democracy, the index also takes the level of electoral democracy into account.;\nunit: NA;\nunit description: ;",
1706.0
],
[
"name: TM.TAX.MRCH.IP.ZS;\ndisplay name: Share of tariff lines with international peaks, all products (%);\ndescription: Share of tariff lines with international peaks is the share of lines in the tariff schedule with tariff rates that exceed 15 percent. It provides an indication of how selectively tariffs are applied.;\nunit: %;\nunit description: %;",
232.63636363636363
],
[
"name: TM.TAX.MANF.IP.ZS;\ndisplay name: Share of tariff lines with international peaks, manufactured products (%);\ndescription: Share of tariff lines with international peaks is the share of lines in the tariff schedule with tariff rates that exceed 15 percent. It provides an indication of how selectively tariffs are applied. Manufactured products are commodities classified in SITC revision 3 sections 5-8 excluding division 68.;\nunit: %;\nunit description: %;",
232.63636363636363
]
],
"sklearn": [
[
"name: TM.TAX.MRCH.IP.ZS;\ndisplay name: Share of tariff lines with international peaks, all products (%);\ndescription: Share of tariff lines with international peaks is the share of lines in the tariff schedule with tariff rates that exceed 15 percent. It provides an indication of how selectively tariffs are applied.;\nunit: %;\nunit description: %;",
0.183525677492525
],
[
"name: TM.TAX.MRCH.SR.ZS;\ndisplay name: Share of tariff lines with specific rates, all products (%);\ndescription: Share of tariff lines with specific rates is the share of lines in the tariff schedule that are set on a per unit basis or that combine ad valorem and per unit rates. It shows the extent to which countries use tariffs based on physical quantities or other, non-ad valorem measures.;\nunit: %;\nunit description: %;",
0.1728124388356718
],
[
"name: TM.TAX.TCOM.IP.ZS;\ndisplay name: Share of tariff lines with international peaks, primary products (%);\ndescription: Share of tariff lines with international peaks is the share of lines in the tariff schedule with tariff rates that exceed 15 percent. It provides an indication of how selectively tariffs are applied. Primary products are commodities classified in SITC revision 3 sections 0-4 plus division 68 (nonferrous metals).;\nunit: %;\nunit description: %;",
0.1653685504272328
]
],
"bert": [
[
"name: TM.VAL.FUEL.ZS.UN;\ndisplay name: Fuel imports (% of merchandise imports);\ndescription: Fuels comprise the commodities in SITC section 3 (mineral fuels, lubricants and related materials).;\nunit: % of merchandise imports;\nunit description: % of merchandise imports;",
2444.1044921875
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
2405.20361328125
],
[
"name: TX.VAL.FUEL.ZS.UN;\ndisplay name: Fuel exports (% of merchandise exports);\ndescription: Fuels comprise the commodities in SITC section 3 (mineral fuels, lubricants and related materials).;\nunit: % of merchandise exports;\nunit description: % of merchandise exports;",
2391.059326171875
]
]
},
"Node(name='warehousing', examples=('warehousing', 'warehouse receipt system', 'WRS', 'storage'))": {
"text": [
[
"name: IC.WRH.DURS;\ndisplay name: Time required to build a warehouse (days);\ndescription: Time required to build a warehouse is the number of calendar days needed to complete the required procedures for building a warehouse. If a procedure can be speeded up at additional cost, the fastest procedure, independent of cost, is chosen.;\nunit: days;\nunit description: days;",
2559.0
],
[
"name: IC.WRH.PROC;\ndisplay name: Procedures to build a warehouse (number);\ndescription: Number of procedures to build a warehouse is the number of interactions of a company's employees or managers with external parties, including government agency staff, public inspectors, notaries, land registry and cadastre staff, and technical experts apart from architects and engineers.;\nunit: number;\nunit description: number;",
1706.0
],
[
"name: IQ.SPI.PIL5;\ndisplay name: Statistical performance indicators (SPI): Pillar 5 data infrastructure score (scale 0-100);\ndescription: The data infrastructure pillar overall score measures the hard and soft infrastructure segments, itemizing essential cross cutting requirements for an effective statistical system. The segments are: (i) legislation and governance covering the existence of laws and a functioning institutional framework for the statistical system; (ii) standards and methods addressing compliance with recognized frameworks and concepts; (iii) skills including level of skills within the statistical system and among users (statistical literacy); (iv) partnerships reflecting the need for the statistical system to be inclusive and coherent; and (v) finance mobilized both domestically and from donors.;\nunit: scale 0-100;\nunit description: scale 0-100;",
200.7058823529412
]
],
"sklearn": [
[
"name: IC.WRH.DURS;\ndisplay name: Time required to build a warehouse (days);\ndescription: Time required to build a warehouse is the number of calendar days needed to complete the required procedures for building a warehouse. If a procedure can be speeded up at additional cost, the fastest procedure, independent of cost, is chosen.;\nunit: days;\nunit description: days;",
0.3121528618182788
],
[
"name: IC.WRH.PROC;\ndisplay name: Procedures to build a warehouse (number);\ndescription: Number of procedures to build a warehouse is the number of interactions of a company's employees or managers with external parties, including government agency staff, public inspectors, notaries, land registry and cadastre staff, and technical experts apart from architects and engineers.;\nunit: number;\nunit description: number;",
0.2296820297032371
],
[
"name: IQ.SPI.PIL5;\ndisplay name: Statistical performance indicators (SPI): Pillar 5 data infrastructure score (scale 0-100);\ndescription: The data infrastructure pillar overall score measures the hard and soft infrastructure segments, itemizing essential cross cutting requirements for an effective statistical system. The segments are: (i) legislation and governance covering the existence of laws and a functioning institutional framework for the statistical system; (ii) standards and methods addressing compliance with recognized frameworks and concepts; (iii) skills including level of skills within the statistical system and among users (statistical literacy); (iv) partnerships reflecting the need for the statistical system to be inclusive and coherent; and (v) finance mobilized both domestically and from donors.;\nunit: scale 0-100;\nunit description: scale 0-100;",
0.12498410749519354
]
],
"bert": [
[
"name: GC.XPN.INTP.RV.ZS;\ndisplay name: Interest payments (% of revenue);\ndescription: Interest payments include interest payments on government debt--including long-term bonds, long-term loans, and other debt instruments--to domestic and foreign residents.;\nunit: % of revenue;\nunit description: % of revenue;",
2738.689453125
],
[
"name: GC.XPN.OTHR.CN;\ndisplay name: Other expense (current LCU);\ndescription: Other expense is spending on dividends, rent, and other miscellaneous expenses, including provision for consumption of fixed capital.;\nunit: current LCU;\nunit description: current LCU;",
2735.820556640625
],
[
"name: GC.XPN.OTHR.ZS;\ndisplay name: Other expense (% of expense);\ndescription: Other expense is spending on dividends, rent, and other miscellaneous expenses, including provision for consumption of fixed capital.;\nunit: % of expense;\nunit description: % of expense;",
2730.11865234375
]
]
},
"Node(name='information_services', examples=())": {
"text": [
[
"name: IC.CRD.INFO.XQ;\ndisplay name: Depth of credit information index (0=low to 8=high);\ndescription: Depth of credit information index measures rules affecting the scope, accessibility, and quality of credit information available through public or private credit registries. The index ranges from 0 to 8, with higher values indicating the availability of more credit information, from either a public registry or a private bureau, to facilitate lending decisions.;\nunit: 0=low to 8=high;\nunit description: 0=low to 8=high;",
151.64444444444445
],
[
"name: BX.GSR.CCIS.ZS;\ndisplay name: ICT service exports (% of service exports, BoP);\ndescription: Information and communication technology service exports include computer and communications services (telecommunications and postal and courier services) and information services (computer data and news-related service transactions).;\nunit: % of service exports, BoP;\nunit description: % of service exports, BoP;",
95.2822982678496
],
[
"name: BX.GSR.CCIS.CD;\ndisplay name: ICT service exports (BoP, current US$);\ndescription: Information and communication technology service exports include computer and communications services (telecommunications and postal and courier services) and information services (computer data and news-related service transactions). Data are in current U.S. dollars.;\nunit: BoP, current US$;\nunit description: BoP, current US$;",
95.2822982678496
]
],
"sklearn": [
[
"name: BX.GSR.CCIS.CD;\ndisplay name: ICT service exports (BoP, current US$);\ndescription: Information and communication technology service exports include computer and communications services (telecommunications and postal and courier services) and information services (computer data and news-related service transactions). Data are in current U.S. dollars.;\nunit: BoP, current US$;\nunit description: BoP, current US$;",
0.317381577069272
],
[
"name: NE.EXP.GNFS.ZS;\ndisplay name: Exports of goods and services (% of GDP);\ndescription: Exports of goods and services represent the value of all goods and other market services provided to the rest of the world. They include the value of merchandise, freight, insurance, transport, travel, royalties, license fees, and other services, such as communication, construction, financial, information, business, personal, and government services. They exclude compensation of employees and investment income (formerly called factor services) and transfer payments.;\nunit: % of GDP;\nunit description: % of GDP;",
0.31039765167534883
],
[
"name: NE.IMP.GNFS.ZS;\ndisplay name: Imports of goods and services (% of GDP);\ndescription: Imports of goods and services represent the value of all goods and other market services received from the rest of the world. They include the value of merchandise, freight, insurance, transport, travel, royalties, license fees, and other services, such as communication, construction, financial, information, business, personal, and government services. They exclude compensation of employees and investment income (formerly called factor services) and transfer payments.;\nunit: % of GDP;\nunit description: % of GDP;",
0.30926291445200943
]
],
"bert": [
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
380.05450439453125
],
[
"name: BX.GSR.CCIS.ZS;\ndisplay name: ICT service exports (% of service exports, BoP);\ndescription: Information and communication technology service exports include computer and communications services (telecommunications and postal and courier services) and information services (computer data and news-related service transactions).;\nunit: % of service exports, BoP;\nunit description: % of service exports, BoP;",
379.8511047363281
],
[
"name: POP;\ndisplay name: Population;\ndescription: Total midyear population;\nunit: NA;\nunit description: ;",
379.5381774902344
]
]
},
"Node(name='surveillance_system', examples=('surveillance system', 'early warning systems', 'earthquake monitoring', 'food security monitoring', 'early warning analysis', 'famine early warning system', 'integrated phase classification', 'IPC', 'FEWS NET', 'vulnerability analysis mapping', 'VAM'))": {
"text": [
[
"name: burned_area__ha;\ndisplay name: Burned Area (Hectare);\ndescription: Burned Area in Hectare. Displays monthly burned area extent and date of burn based on differences in a burn-sensitive Vegetation Index derived from MODIS shortwave infrared surface reflectance bands.\r\nCAUTIONS:\r\nBurned areas in cropland should generally be treated as low confidence and may be under-reported due to the inherent difficulty in mapping agricultural burning reliably\u00a0see Hall et al. 2016 for more information (https://doi.org/10.1016/j.rse.2016.07.022)\r\n\r\nThe monthly products for August 2000 and June 2001 are heavily degraded due to extended Terra MODIS outages\r\n\r\nThe Aqua MODIS satellite experienced a failure of about two weeks starting August 16, 2020; loss of data in Africa, eastern Asia, Indonesia, and Ocean a are not expected to significantly degrade the MCD64A1 burned are product in these regions since the Terra MODIS continued to function normally\r\n\r\nA global accuracy assessment for burned areas found an overall accuracy of 97%, commission error (i.e., false positive) of 24%, omission error (i.e., false negative) rate of 37%, producer\u2019s accuracy of 63%, and user\u2019s accuracy of 76%; temporal accuracy was 44% for same-day fire detection, and 68% within two days. \r\n\r\nOverview\r\nThe MODIS Burned Area data product uses a multi-stage algorithm to classify individual 500-m grid cells as either burned or unburned over a single calendar month. For a single MODIS tile, the change-detection algorithm 1) produces composite imagery that summarizes persistent changes in the time series of a burn-sensitive vegetation index, 2) uses spatial and temporal active-fire information to guide the statistical characterization of burn-related and non-burn-related change, and 3) estimates a probabilistic threshold to identify grid cells containing burned areas. One month of daily observations before and after the mapping period are required to accommodate the moving windows employed in the change-detection process, so three consecutive months of observations are required to map one calendar month of burning. In addition to detecting the burned area extent, the data product also approximates the day of burning in each month for each 500-m grid cell based on active fire detections.\r\n\r\nCitation\r\nGiglio, L. et al. (2018). \u201cMonthly MODIS Burned Area Product (MCD64A1 v006).\u201d Accessed on 27/12/2021 from Global Forest Watch.;\nunit: ha;\nunit description: hectares;",
3412.0
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
2739.9936974789916
],
[
"name: Gain;\ndisplay name: ;\ndescription: ND-GAIN Country Score (Gain)\n\nGain is calculated from Vulnerability and Readiness indexes. The ND-GAIN Country Index summarizes a country's vulnerability to climate change and other global challenges in combination with its readiness to improve resilience. It aims to help governments, businesses and communities better prioritize investments for a more efficient response to the immediate global challenges ahead. The Gain score is normalized to between 0 and 100 - higher scores are better.\n\nGain Index: The ND-GAIN Gain score is computed from the vulnerability and readiness indicators [ND-GAIN score = (Readiness score - Vulnerability score + 1) * 50].;\nunit: Normalized (0-100);\nunit description: Normalized (0-100);",
1706.0
]
],
"sklearn": [
[
"name: vulnerability;\ndisplay name: ;\ndescription: Vulnerability indicator;\nunit: NA;\nunit description: ;",
0.1878965580331828
],
[
"name: IQ.SPI.PIL5;\ndisplay name: Statistical performance indicators (SPI): Pillar 5 data infrastructure score (scale 0-100);\ndescription: The data infrastructure pillar overall score measures the hard and soft infrastructure segments, itemizing essential cross cutting requirements for an effective statistical system. The segments are: (i) legislation and governance covering the existence of laws and a functioning institutional framework for the statistical system; (ii) standards and methods addressing compliance with recognized frameworks and concepts; (iii) skills including level of skills within the statistical system and among users (statistical literacy); (iv) partnerships reflecting the need for the statistical system to be inclusive and coherent; and (v) finance mobilized both domestically and from donors.;\nunit: scale 0-100;\nunit description: scale 0-100;",
0.12119116965051854
],
[
"name: food;\ndisplay name: ;\ndescription: Food indicator;\nunit: NA;\nunit description: ;",
0.10901530295167834
]
],
"bert": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
8613.423828125
],
[
"name: Health Exposure Indicator 2: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\ndisplay name: ;\ndescription: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\nunit: NA;\nunit description: ;",
8438.658203125
],
[
"name: Human Habitat Exposure Indicator 2: Projected change of flood hazard;\ndisplay name: ;\ndescription: Projected change of flood hazard;\nunit: NA;\nunit description: ;",
8399.8330078125
]
]
},
"Node(name='weather_monitoring', examples=('weather monitoring',))": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
2274.6666666666665
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: ;",
1137.3333333333333
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: number;",
1137.3333333333333
]
],
"sklearn": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
0.12450403101797591
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: ;",
0.07358422546630465
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: number;",
0.07347517075855765
]
],
"bert": [
[
"name: Water Exposure Indicator 1: Projected change of annual runoff;\ndisplay name: ;\ndescription: Projected change of annual runoff;\nunit: NA;\nunit description: ;",
806.1292724609375
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
803.7041625976562
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: Temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
803.7041625976562
]
]
},
"Node(name='price_monitoring', examples=('price monitoring',))": {
"text": [
[
"name: PA.NUS.PPPC.RF;\ndisplay name: Price level ratio of PPP conversion factor (GDP) to market exchange rate;\ndescription: Price level ratio is the ratio of a purchasing power parity (PPP) conversion factor to an exchange rate. It provides a measure of the differences in price levels between countries by indicating the number of units of the common currency needed to buy the same volume of the aggregation level in each country. At the level of GDP, they provide a measure of the differences in the general price levels of countries.;\nunit: NA;\nunit description: NA;",
413.57575757575756
],
[
"name: Value;\ndisplay name: Food Price Inflation Indices Value;\ndescription: food price inflation indices: these indices measure the price change between the current and reference periods of the average basket of goods and services purchased by households. the cpi,all items is typically used to measure and monitor inflation, set monetary policy targets, index social benefits such as pensions and unemployment benefits, and to escalate thresholds and credits in the income tax systems and wages in public and private wage contracts. the faostat monthly food cpi inflation rates are annual year-over-year inflation or percentage change over corresponding month of the previous year.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
310.1818181818182
],
[
"name: CPI;\ndisplay name: CPI;\ndescription: the consumer price index (cpi) measures the average change in prices over time that consumers pay for a basket of goods and services, commonly known as inflation. it attempts to quantify the aggregate price level in an economy and thus measure the purchasing power of a country's unit of currency. ;\nunit: unitless index;\nunit description: ;",
206.78787878787878
]
],
"sklearn": [
[
"name: PA.NUS.PPPC.RF;\ndisplay name: Price level ratio of PPP conversion factor (GDP) to market exchange rate;\ndescription: Price level ratio is the ratio of a purchasing power parity (PPP) conversion factor to an exchange rate. It provides a measure of the differences in price levels between countries by indicating the number of units of the common currency needed to buy the same volume of the aggregation level in each country. At the level of GDP, they provide a measure of the differences in the general price levels of countries.;\nunit: NA;\nunit description: NA;",
0.37459208678098266
],
[
"name: NY.EXP.CAPM.KN;\ndisplay name: Exports as a capacity to import (constant LCU);\ndescription: Exports as a capacity to import equals the current price value of exports of goods and services deflated by the import price index. Data are in constant local currency.;\nunit: constant LCU;\nunit description: constant LCU;",
0.2680402020811499
],
[
"name: FP.WPI.TOTL;\ndisplay name: Wholesale price index (2010 = 100);\ndescription: Wholesale price index refers to a mix of agricultural and industrial goods at various stages of production and distribution, including import duties. The Laspeyres formula is generally used.;\nunit: 2010 = 100;\nunit description: 2010 = 100;",
0.2659434695203482
]
],
"bert": [
[
"name: NY.GDP.FRST.RT.ZS;\ndisplay name: Forest rents (% of GDP);\ndescription: Forest rents are roundwood harvest times the product of regional prices and a regional rental rate.;\nunit: % of GDP;\nunit description: % of GDP;",
958.5843505859375
],
[
"name: Food Exposure Indicator 1: Projected change of agricultural cereal yield;\ndisplay name: ;\ndescription: Projected change of agricultural cereal yield;\nunit: NA;\nunit description: ;",
947.560302734375
],
[
"name: FI.RES.TOTL.DT.ZS;\ndisplay name: Total reserves (% of total external debt);\ndescription: International reserves to total external debt stocks.;\nunit: % of total external debt;\nunit description: % of total external debt;",
944.260498046875
]
]
},
"Node(name='human_rights_monitoring', examples=())": {
"text": [
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
554.6672325976231
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
554.6672325976231
],
[
"name: E3: Human Flight and Brain Drain;\ndisplay name: E3: Human Flight And Brain Drain;\ndescription: E3: Human Flight And Brain Drain - the human flight and brain drain indicator considers the economic impact of human displacement (for economic or political reasons) and the consequences this may have on a country's development. on the one hand, this may involve the voluntary emigration of the middle class - particularly economically productive segments of the population, such as entrepreneurs, or skilled workers such as physicians - due to economic deterioration in their home country and the hope of better opportunities farther afield. on the other hand, it may involve the forced displacement of professionals or intellectuals who are fleeing their country due to actual or feared persecution or repression, and specifically the economic impact that displacement may wreak on an economy through the loss of productive, skilled professional labor.;\nunit: number;\nunit description: ;",
224.4736842105263
]
],
"sklearn": [
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
0.4865954960558943
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
0.48551439025383236
],
[
"name: IQ.CPA.PROP.XQ;\ndisplay name: CPIA property rights and rule-based governance rating (1=low to 6=high);\ndescription: Property rights and rule-based governance assess the extent to which private economic activity is facilitated by an effective legal system and rule-based governance structure in which property and contract rights are reliably respected and enforced.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.21978666683192333
]
],
"bert": [
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
585.4619140625
],
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
585.4619140625
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
584.03125
]
]
},
"Node(name='victims', examples=('victims', 'children victims', 'women victims', 'refugees', 'IDP', 'ethnic minorities'))": {
"text": [
[
"name: C2: Factionalized Elites;\ndisplay name: C2: Factionalized Elites;\ndescription: C2: Factionalized Elites - the factionalized elites indicator considers the fragmentation of state institutions along ethnic, class, clan, racial or religious lines, as well as and brinksmanship and gridlock between ruling elites. it also factors the use of nationalistic political rhetoric by ruling elites, often in terms of nationalism, xenophobia, communal irredentism (e.g., a 'greater Serbia') or of communal solidarity (e.g., 'ethnic cleansing' or 'efending the faith'). in extreme cases, it can be representative of the absence of legitimate leadership widely accepted as representing the entire citizenry. the factionalized elites indicator measures power struggles, political competition, political transitions, and where elections occur will factor in the credibility of electoral processes (or in their absence, the perceived legitimacy of the ruling class).;\nunit: number;\nunit description: ;",
853.0
],
[
"name: C2: Factionalized Elites;\ndisplay name: C2: Factionalized Elites;\ndescription: C2: Factionalized Elites - the factionalized elites indicator considers the fragmentation of state institutions along ethnic, class, clan, racial or religious lines, as well as and brinksmanship and gridlock between ruling elites. it also factors the use of nationalistic political rhetoric by ruling elites, often in terms of nationalism, xenophobia, communal irredentism (e.g., a 'greater Serbia') or of communal solidarity (e.g., 'ethnic cleansing' or 'efending the faith'). in extreme cases, it can be representative of the absence of legitimate leadership widely accepted as representing the entire citizenry. the factionalized elites indicator measures power struggles, political competition, political transitions, and where elections occur will factor in the credibility of electoral processes (or in their absence, the perceived legitimacy of the ruling class).;\nunit: number;\nunit description: number;",
853.0
],
[
"name: Total IDP Households;\ndisplay name: Total IDP Households;\ndescription: The total number of IDP households\r\n;\nunit: number of households;\nunit description: ;",
568.6666666666666
]
],
"sklearn": [
[
"name: Total IDP Individuals;\ndisplay name: Total IDP Individuals;\ndescription: The total number of IDP individuals\r\n;\nunit: number of people;\nunit description: ;",
0.3605052166790303
],
[
"name: Total IDP Households;\ndisplay name: Total IDP Households;\ndescription: The total number of IDP households\r\n;\nunit: number of households;\nunit description: ;",
0.3423992860509936
],
[
"name: Total Returning IDP Individuals;\ndisplay name: Total Returning IDP Individuals;\ndescription: Total number of IDP individuals returning to villages\r\n;\nunit: number of people;\nunit description: ;",
0.270175309002992
]
],
"bert": [
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
2924.77978515625
],
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
2924.77978515625
],
[
"name: VC.IDP.TOCV;\ndisplay name: Internally displaced persons, total displaced by conflict and violence (number of people);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \u201cPeople displaced\u201d refers to the number of people living in displacement as of the end of each year, and reflects the stock of people displaced at the end of the previous year, plus inflows of new cases arriving over the year as well as births over the year to those displaced, minus outflows which may include returnees, those who settled elsewhere, those who integrated locally, those who travelled over borders, and deaths.;\nunit: number of people;\nunit description: number of people;",
2899.40966796875
]
]
},
"Node(name='perpetrators', examples=('perpetrators', 'militias', 'gangs', 'terrorist groups', 'non state actors'))": {
"text": [
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: ;",
2006.794736842105
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: number;",
2006.794736842105
],
[
"name: X1: External Intervention;\ndisplay name: X1: External Intervention;\ndescription: X1: External Intervention - the external intervention indicator considers the influence and impact of external actors in the functioning - particularly security and economic - of a state. on the one hand, external intervention focuses on security aspects of engagement from external actors, both covert and overt, in the internal affairs of a state at risk by governments, armies, intelligence services, identity groups, or other entities that may affect the balance of power (or resolution of a conflict) within a state. on the other hand, external intervention also focuses on economic engagement by outside actors, including multilateral organizations, through large-scale loans, development projects, or foreign aid, such as ongoing budget support, control of finances, or management of the state's economic policy, creating economic dependency. external intervention also takes into account humanitarian intervention, such as the deployment of an international peacekeeping mission.;\nunit: number;\nunit description: ;",
1921.4947368421053
]
],
"sklearn": [
[
"name: X1: External Intervention;\ndisplay name: X1: External Intervention;\ndescription: X1: External Intervention - the external intervention indicator considers the influence and impact of external actors in the functioning - particularly security and economic - of a state. on the one hand, external intervention focuses on security aspects of engagement from external actors, both covert and overt, in the internal affairs of a state at risk by governments, armies, intelligence services, identity groups, or other entities that may affect the balance of power (or resolution of a conflict) within a state. on the other hand, external intervention also focuses on economic engagement by outside actors, including multilateral organizations, through large-scale loans, development projects, or foreign aid, such as ongoing budget support, control of finances, or management of the state's economic policy, creating economic dependency. external intervention also takes into account humanitarian intervention, such as the deployment of an international peacekeeping mission.;\nunit: number;\nunit description: ;",
0.20223045207408685
],
[
"name: X1: External Intervention;\ndisplay name: X1: External Intervention;\ndescription: X1: External Intervention - the external intervention indicator considers the influence and impact of external actors in the functioning - particularly security and economic - of a state. on the one hand, external intervention focuses on security aspects of engagement from external actors, both covert and overt, in the internal affairs of a state at risk by governments, armies, intelligence services, identity groups, or other entities that may affect the balance of power (or resolution of a conflict) within a state. on the other hand, external intervention also focuses on economic engagement by outside actors, including multilateral organizations, through large-scale loans, development projects, or foreign aid, such as ongoing budget support, control of finances, or management of the state's economic policy, creating economic dependency. external intervention also takes into account humanitarian intervention, such as the deployment of an international peacekeeping mission.;\nunit: number;\nunit description: number;",
0.20195607611007516
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: ;",
0.19362128466189987
]
],
"bert": [
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
2564.931640625
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: ;",
2562.41259765625
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
2559.00439453125
]
]
},
"Node(name='violations', examples=('violations', 'human rights violations crimes', 'war crimes', 'gender based violence', 'GBV'))": {
"text": [
[
"name: VC.IDP.NWCV;\ndisplay name: Internally displaced persons, new displacement associated with conflict and violence (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
2094.5360174630123
],
[
"name: VC.IDP.TOCV;\ndisplay name: Internally displaced persons, total displaced by conflict and violence (number of people);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \u201cPeople displaced\u201d refers to the number of people living in displacement as of the end of each year, and reflects the stock of people displaced at the end of the previous year, plus inflows of new cases arriving over the year as well as births over the year to those displaced, minus outflows which may include returnees, those who settled elsewhere, those who integrated locally, those who travelled over borders, and deaths.;\nunit: number of people;\nunit description: number of people;",
2094.5360174630123
],
[
"name: VC.IDP.NWDS;\ndisplay name: Internally displaced persons, new displacement associated with disasters (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
1972.6788746058694
]
],
"sklearn": [
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
0.13362943019334547
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
0.1333325356403148
],
[
"name: VC.IDP.NWCV;\ndisplay name: Internally displaced persons, new displacement associated with conflict and violence (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
0.12499952522224865
]
],
"bert": [
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
3074.58642578125
],
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
3074.58642578125
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
3056.955078125
]
]
},
"Node(name='statistics', examples=())": {
"text": [
[
"name: TX.QTY.MRCH.XD.WD;\ndisplay name: Export volume index (2000 = 100);\ndescription: Export volume indexes are derived from UNCTAD's volume index series and are the ratio of the export value indexes to the corresponding unit value indexes. Unit value indexes are based on data reported by countries that demonstrate consistency under UNCTAD quality controls, supplemented by UNCTAD\u2019s estimates using the previous year\u2019s trade values at the Standard International Trade Classification three-digit level as weights. To improve data coverage, especially for the latest periods, UNCTAD constructs a set of average prices indexes at the three-digit product classification of the Standard International Trade Classification revision 3 using UNCTAD\u2019s Commodity Price Statistics, interna\u00adtional and national sources, and UNCTAD secretariat estimates and calculates unit value indexes at the country level using the current year\u2019s trade values as weights. For economies for which UNCTAD does not publish data, the export volume indexes (lines 72) in the IMF's International Financial Statistics are used.;\nunit: 2000 = 100;\nunit description: 2000 = 100;",
179.57894736842104
],
[
"name: TM.QTY.MRCH.XD.WD;\ndisplay name: Import volume index (2000 = 100);\ndescription: Import volume indexes are derived from UNCTAD's volume index series and are the ratio of the import value indexes to the corresponding unit value indexes. Unit value indexes are based on data reported by countries that demonstrate consistency under UNCTAD quality controls, supplemented by UNCTAD\u2019s estimates using the previous year\u2019s trade values at the Standard International Trade Classification three-digit level as weights. To improve data coverage, especially for the latest periods, UNCTAD constructs a set of average prices indexes at the three-digit product classification of the Standard International Trade Classification revision 3 using UNCTAD\u2019s Commodity Price Statistics, interna\u00adtional and national sources, and UNCTAD secretariat estimates and calculates unit value indexes at the country level using the current year\u2019s trade values as weights. For economies for which UNCTAD does not publish data, the import volume indexes (lines 73) in the IMF's International Financial Statistics are used.;\nunit: 2000 = 100;\nunit description: 2000 = 100;",
179.57894736842104
],
[
"name: IQ.SPI.PIL2;\ndisplay name: Statistical performance indicators (SPI): Pillar 2 data services score (scale 0-100);\ndescription: The data services pillar overall score is a composite indicator based on four dimensions of data services: (i) the quality of data releases, (ii) the richness and openness of online access, (iii) the effectiveness of advisory and analytical services related to statistics, and (iv) the availability and use of data access services such as secure microdata access. Advisory and analytical services might incorporate elements related to data stewardship services including input to national data strategies, advice on data ethics and calling out misuse of data in accordance with the Fundamental Principles of Official Statistics.;\nunit: scale 0-100;\nunit description: scale 0-100;",
179.57894736842104
]
],
"sklearn": [
[
"name: IQ.SPI.PIL2;\ndisplay name: Statistical performance indicators (SPI): Pillar 2 data services score (scale 0-100);\ndescription: The data services pillar overall score is a composite indicator based on four dimensions of data services: (i) the quality of data releases, (ii) the richness and openness of online access, (iii) the effectiveness of advisory and analytical services related to statistics, and (iv) the availability and use of data access services such as secure microdata access. Advisory and analytical services might incorporate elements related to data stewardship services including input to national data strategies, advice on data ethics and calling out misuse of data in accordance with the Fundamental Principles of Official Statistics.;\nunit: scale 0-100;\nunit description: scale 0-100;",
0.16098967955813112
],
[
"name: TX.QTY.MRCH.XD.WD;\ndisplay name: Export volume index (2000 = 100);\ndescription: Export volume indexes are derived from UNCTAD's volume index series and are the ratio of the export value indexes to the corresponding unit value indexes. Unit value indexes are based on data reported by countries that demonstrate consistency under UNCTAD quality controls, supplemented by UNCTAD\u2019s estimates using the previous year\u2019s trade values at the Standard International Trade Classification three-digit level as weights. To improve data coverage, especially for the latest periods, UNCTAD constructs a set of average prices indexes at the three-digit product classification of the Standard International Trade Classification revision 3 using UNCTAD\u2019s Commodity Price Statistics, interna\u00adtional and national sources, and UNCTAD secretariat estimates and calculates unit value indexes at the country level using the current year\u2019s trade values as weights. For economies for which UNCTAD does not publish data, the export volume indexes (lines 72) in the IMF's International Financial Statistics are used.;\nunit: 2000 = 100;\nunit description: 2000 = 100;",
0.11618677057629055
],
[
"name: TM.QTY.MRCH.XD.WD;\ndisplay name: Import volume index (2000 = 100);\ndescription: Import volume indexes are derived from UNCTAD's volume index series and are the ratio of the import value indexes to the corresponding unit value indexes. Unit value indexes are based on data reported by countries that demonstrate consistency under UNCTAD quality controls, supplemented by UNCTAD\u2019s estimates using the previous year\u2019s trade values at the Standard International Trade Classification three-digit level as weights. To improve data coverage, especially for the latest periods, UNCTAD constructs a set of average prices indexes at the three-digit product classification of the Standard International Trade Classification revision 3 using UNCTAD\u2019s Commodity Price Statistics, interna\u00adtional and national sources, and UNCTAD secretariat estimates and calculates unit value indexes at the country level using the current year\u2019s trade values as weights. For economies for which UNCTAD does not publish data, the import volume indexes (lines 73) in the IMF's International Financial Statistics are used.;\nunit: 2000 = 100;\nunit description: 2000 = 100;",
0.11612802493418681
]
],
"bert": [
[
"name: POP;\ndisplay name: Population;\ndescription: Total midyear population;\nunit: NA;\nunit description: ;",
258.97198486328125
],
[
"name: Population;\ndisplay name: ;\ndescription: Projected Population;\nunit: none;\nunit description: ;",
251.6209716796875
],
[
"name: health;\ndisplay name: ;\ndescription: Health indicator;\nunit: NA;\nunit description: ;",
248.59933471679688
]
]
},
"Node(name='national_survey', examples=('survey', 'Census', 'DHS', 'demographic health surveys', 'CFSVA', 'comprehensive food security and vulnerability assessment', 'AgSS', 'agricultural sample survey'))": {
"text": [
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: ;",
4318.113860687551
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: number;",
4318.113860687551
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
2618.669096038176
]
],
"sklearn": [
[
"name: vulnerability;\ndisplay name: ;\ndescription: Vulnerability indicator;\nunit: NA;\nunit description: ;",
0.26276775328556345
],
[
"name: SI.SPR.PCAP.ZG;\ndisplay name: Annualized average growth rate in per capita real survey mean consumption or income, total population (%);\ndescription: The growth rate in the welfare aggregate of the total population is computed as the annualized average growth rate in per capita real consumption or income of the total population in the income distribution in a country from household surveys over a roughly 5-year period. Mean per capita real consumption or income is measured at 2017 Purchasing Power Parity (PPP) using the Poverty and Inequality Platform (http://www.pip.worldbank.org). For some countries means are not reported due to grouped and/or confidential data. The annualized growth rate is computed as (Mean in final year/Mean in initial year)^(1/(Final year - Initial year)) - 1. The reference year is the year in which the underlying household survey data was collected. In cases for which the data collection period bridged two calendar years, the first year in which data were collected is reported. The initial year refers to the nearest survey collected 5 years before the most recent survey available, only surveys collected between 3 and 7 years before the most recent survey are considered. \n\nThe coverage and quality of the 2017 PPP price data for Iraq and most other North African and Middle Eastern countries were hindered by the exceptional period of instability they faced at the time of the 2017 exercise of the International Comparison Program. See the Poverty and Inequality Platform for detailed explanations.;\nunit: %;\nunit description: %;",
0.1645314421948063
],
[
"name: SI.SPR.PC40.ZG;\ndisplay name: Annualized average growth rate in per capita real survey mean consumption or income, bottom 40% of population (%);\ndescription: The growth rate in the welfare aggregate of the bottom 40% is computed as the annualized average growth rate in per capita real consumption or income of the bottom 40% of the population in the income distribution in a country from household surveys over a roughly 5-year period. Mean per capita real consumption or income is measured at 2017 Purchasing Power Parity (PPP) using the Poverty and Inequality Platform (http://www.pip.worldbank.org). For some countries means are not reported due to grouped and/or confidential data. The annualized growth rate is computed as (Mean in final year/Mean in initial year)^(1/(Final year - Initial year)) - 1. The reference year is the year in which the underlying household survey data was collected. In cases for which the data collection period bridged two calendar years, the first year in which data were collected is reported. The initial year refers to the nearest survey collected 5 years before the most recent survey available, only surveys collected between 3 and 7 years before the most recent survey are considered.\n\nThe coverage and quality of the 2017 PPP price data for Iraq and most other North African and Middle Eastern countries were hindered by the exceptional period of instability they faced at the time of the 2017 exercise of the International Comparison Program. See the Poverty and Inequality Platform for detailed explanations.;\nunit: %;\nunit description: %;",
0.15788057036918313
]
],
"bert": [
[
"name: SI.SPR.PCAP;\ndisplay name: Survey mean consumption or income per capita, total population (2017 PPP $ per day);\ndescription: Mean consumption or income per capita (2017 PPP $ per day) used in calculating the growth rate in the welfare aggregate of total population.;\nunit: 2017 PPP $ per day;\nunit description: 2017 PPP $ per day;",
5788.212890625
],
[
"name: SP.URB.GROW;\ndisplay name: Urban population growth (annual %);\ndescription: Urban population refers to people living in urban areas as defined by national statistical offices. It is calculated using World Bank population estimates and urban ratios from the United Nations World Urbanization Prospects.;\nunit: annual %;\nunit description: annual %;",
5743.94677734375
],
[
"name: SI.POV.MDIM.IT;\ndisplay name: Multidimensional poverty intensity;\ndescription: The average share of weighted deprivations (intensity);\nunit: %;\nunit description: %;",
5676.18359375
]
]
},
"Node(name='livelihood_support', examples=())": {
"text": [
[
"name: SM.POP.REFG;\ndisplay name: Refugee population by country or territory of asylum;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of asylum is the country where an asylum claim was filed and granted.;\nunit: NA;\nunit description: NA;",
284.3333333333333
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
284.3333333333333
],
[
"name: SM.POP.REFG;\ndisplay name: Refugee population by country or territory of asylum;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of asylum is the country where an asylum claim was filed and granted.;\nunit: NA;\nunit description: NA;",
284.3333333333333
]
],
"sklearn": [
[
"name: MS.MIL.TOTL.P1;\ndisplay name: Armed forces personnel, total;\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces.;\nunit: NA;\nunit description: NA;",
0.09368497234491144
],
[
"name: MS.MIL.TOTL.TF.ZS;\ndisplay name: Armed forces personnel (% of total labor force);\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces. Labor force comprises all people who meet the International Labour Organization's definition of the economically active population.;\nunit: % of total labor force;\nunit description: % of total labor force;",
0.07628900711242247
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.06428920941457371
]
],
"bert": [
[
"name: Health Adaptive Capacity Indicator 2: Access to improved sanitation facilities;\ndisplay name: ;\ndescription: Access to improved sanitation facilities;\nunit: NA;\nunit description: ;",
465.75103759765625
],
[
"name: habitat;\ndisplay name: ;\ndescription: Habitat indicator;\nunit: NA;\nunit description: ;",
462.39752197265625
],
[
"name: Water Adaptive Capacity Indicator 2: Access to reliable drinking water;\ndisplay name: ;\ndescription: Access to reliable drinking water;\nunit: NA;\nunit description: ;",
461.004150390625
]
]
},
"Node(name='food_aid', examples=('food aid', 'food for work', 'food for assets', 'food for training', 'food vouchers', 'free food distribution', 'school feeding'))": {
"text": [
[
"name: per_sa_allsa.adq_pop_tot;\ndisplay name: Adequacy of social safety net programs (% of total welfare of beneficiary households);\ndescription: Adequacy of social safety net programs is measured by the total transfer amount received by the population participating in social safety net programs as a share of their total welfare. Welfare is defined as the total income or total expenditure of beneficiary households. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total welfare of beneficiary households;\nunit description: % of total welfare of beneficiary households;",
1798.4591180573996
],
[
"name: per_sa_allsa.ben_q1_tot;\ndisplay name: Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits);\ndescription: Benefit incidence of social safety net programs to poorest quintile shows the percentage of total social safety net benefits received by the poorest 20% of the population. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total safety net benefits;\nunit description: % of total safety net benefits;",
1798.4591180573996
],
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
1798.4591180573996
]
],
"sklearn": [
[
"name: food;\ndisplay name: ;\ndescription: Food indicator;\nunit: NA;\nunit description: ;",
0.7105663507069175
],
[
"name: Food Sensitivity Indicator 1: Food import dependency;\ndisplay name: ;\ndescription: Food import dependency;\nunit: NA;\nunit description: ;",
0.5232082773331779
],
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
0.3513257408751824
]
],
"bert": [
[
"name: per_sa_allsa.cov_q1_tot;\ndisplay name: Coverage of social safety net programs in poorest quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
5878.83056640625
],
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
5855.251953125
],
[
"name: per_sa_allsa.ben_q1_tot;\ndisplay name: Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits);\ndescription: Benefit incidence of social safety net programs to poorest quintile shows the percentage of total social safety net benefits received by the poorest 20% of the population. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total safety net benefits;\nunit description: % of total safety net benefits;",
5825.1455078125
]
]
},
"Node(name='nutrition_support', examples=('nutrition support', 'food fortification', 'infant nutrition supplements', 'infant and young child feeding', 'micro nutrient supplementation', 'supplementary feeding'))": {
"text": [
[
"name: SH.DTH.COMM.ZS;\ndisplay name: Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total);\ndescription: Cause of death refers to the share of all deaths for all ages by underlying causes. Communicable diseases and maternal, prenatal and nutrition conditions include infectious and parasitic diseases, respiratory infections, and nutritional deficiencies such as underweight and stunting.;\nunit: % of total;\nunit description: % of total;",
10247.471661863592
],
[
"name: SN.ITK.VITA.ZS;\ndisplay name: Vitamin A supplementation coverage rate (% of children ages 6-59 months);\ndescription: Vitamin A supplementation refers to the percentage of children ages 6-59 months old who received at least two doses of vitamin A in the previous year.;\nunit: % of children ages 6-59 months;\nunit description: % of children ages 6-59 months;",
3412.0
],
[
"name: SH.STA.ORCF.ZS;\ndisplay name: Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding);\ndescription: Children with diarrhea who received oral rehydration and continued feeding refer to the percentage of children under age five with diarrhea in the two weeks prior to the survey who received either oral rehydration therapy or increased fluids, with continued feeding.;\nunit: % of children under 5 receiving oral rehydration and continued feeding;\nunit description: % of children under 5 receiving oral rehydration and continued feeding;",
1902.1107909061798
]
],
"sklearn": [
[
"name: SH.DTH.COMM.ZS;\ndisplay name: Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total);\ndescription: Cause of death refers to the share of all deaths for all ages by underlying causes. Communicable diseases and maternal, prenatal and nutrition conditions include infectious and parasitic diseases, respiratory infections, and nutritional deficiencies such as underweight and stunting.;\nunit: % of total;\nunit description: % of total;",
0.22231196548983667
],
[
"name: SH.STA.ORCF.ZS;\ndisplay name: Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding);\ndescription: Children with diarrhea who received oral rehydration and continued feeding refer to the percentage of children under age five with diarrhea in the two weeks prior to the survey who received either oral rehydration therapy or increased fluids, with continued feeding.;\nunit: % of children under 5 receiving oral rehydration and continued feeding;\nunit description: % of children under 5 receiving oral rehydration and continued feeding;",
0.13831617781469024
],
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
0.13600752429176166
]
],
"bert": [
[
"name: per_sa_allsa.cov_q1_tot;\ndisplay name: Coverage of social safety net programs in poorest quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
4961.1884765625
],
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
4951.96484375
],
[
"name: per_sa_allsa.cov_q3_tot;\ndisplay name: Coverage of social safety net programs in 3rd quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
4919.9609375
]
]
},
"Node(name='water', examples=('water', 'water trucking'))": {
"text": [
[
"name: Total water withdrawal;\ndisplay name: Total Water Withdrawal;\ndescription: Total Water Withdrawal: Annual quantity of water withdrawn for agricultural, industrial and municipal purposes. It can include water from renewable freshwater resources, as well as water from over-abstraction of renewable groundwater or withdrawal from fossil groundwater, direct use of agricultural drainage water, direct use of (treated) wastewater, and desalinated water. It does not include in-stream uses, which are characterized by a very low net consumption rate, such as recreation, navigation, hydropower, inland capture fisheries, etc. Calculation criteria: [Total water withdrawal] = [Municipal water withdrawal]+[Industrial water withdrawal]+[Agricultural water withdrawal]. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
660.3870967741935
],
[
"name: Total renewable water resources;\ndisplay name: Total Renewable Water Resources;\ndescription: Total Renewable Water Resources: The sum of internal renewable water resources (IRWR) and external renewable water resources (ERWR). [Total renewable water resources] = [Total renewable surface water] + [Total renewable groundwater] - [Overlap between surface water and groundwater].\r\nIt corresponds to the maximum theoretical yearly amount of water available for a country at a given moment. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
495.2903225806451
],
[
"name: SH.H2O.BASW.ZS;\ndisplay name: People using at least basic drinking water services (% of population);\ndescription: The percentage of people using at least basic water services. This indicator encompasses both people using basic water services as well as those using safely managed water services. Basic drinking water services is defined as drinking water from an improved source, provided collection time is not more than 30 minutes for a round trip. Improved water sources include piped water, boreholes or tubewells, protected dug wells, protected springs, and packaged or delivered water.;\nunit: % of population;\nunit description: % of population;",
495.2903225806451
]
],
"sklearn": [
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
0.7900724968952537
],
[
"name: Water Sensitivity Indicator 2: Water dependency ratio;\ndisplay name: ;\ndescription: Water dependency ratio;\nunit: NA;\nunit description: ;",
0.5821787286137464
],
[
"name: SH.H2O.BASW.ZS;\ndisplay name: People using at least basic drinking water services (% of population);\ndescription: The percentage of people using at least basic water services. This indicator encompasses both people using basic water services as well as those using safely managed water services. Basic drinking water services is defined as drinking water from an improved source, provided collection time is not more than 30 minutes for a round trip. Improved water sources include piped water, boreholes or tubewells, protected dug wells, protected springs, and packaged or delivered water.;\nunit: % of population;\nunit description: % of population;",
0.5644347494040749
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
1496.6690673828125
],
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
1465.9981689453125
],
[
"name: water-stress_pessimistic_change-from-baseline;\ndisplay name: ;\ndescription: Pessimistic water stress change from baseline;\nunit: NA;\nunit description: ;",
1460.271240234375
]
]
},
"Node(name='financial_assistance', examples=('financial assistance', 'cash', 'loans', 'cash for assets', 'cash for work', 'cash transfer', 'once off cash transfer to facilitate return', 'grants', 'remittances'))": {
"text": [
[
"name: per_sa_allsa.adq_pop_tot;\ndisplay name: Adequacy of social safety net programs (% of total welfare of beneficiary households);\ndescription: Adequacy of social safety net programs is measured by the total transfer amount received by the population participating in social safety net programs as a share of their total welfare. Welfare is defined as the total income or total expenditure of beneficiary households. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total welfare of beneficiary households;\nunit description: % of total welfare of beneficiary households;",
1579.8220037688945
],
[
"name: per_sa_allsa.ben_q1_tot;\ndisplay name: Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits);\ndescription: Benefit incidence of social safety net programs to poorest quintile shows the percentage of total social safety net benefits received by the poorest 20% of the population. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total safety net benefits;\nunit description: % of total safety net benefits;",
1382.8821258309647
],
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
1379.1161214159536
]
],
"sklearn": [
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
0.2636014333207786
],
[
"name: per_sa_allsa.cov_q1_tot;\ndisplay name: Coverage of social safety net programs in poorest quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
0.2615128117722786
],
[
"name: per_sa_allsa.cov_q5_tot;\ndisplay name: Coverage of social safety net programs in richest quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
0.26128365717271207
]
],
"bert": [
[
"name: GC.XPN.INTP.ZS;\ndisplay name: Interest payments (% of expense);\ndescription: Interest payments include interest payments on government debt--including long-term bonds, long-term loans, and other debt instruments--to domestic and foreign residents.;\nunit: % of expense;\nunit description: % of expense;",
6641.52392578125
],
[
"name: GC.XPN.INTP.RV.ZS;\ndisplay name: Interest payments (% of revenue);\ndescription: Interest payments include interest payments on government debt--including long-term bonds, long-term loans, and other debt instruments--to domestic and foreign residents.;\nunit: % of revenue;\nunit description: % of revenue;",
6611.88037109375
],
[
"name: FI.RES.TOTL.DT.ZS;\ndisplay name: Total reserves (% of total external debt);\ndescription: International reserves to total external debt stocks.;\nunit: % of total external debt;\nunit description: % of total external debt;",
6494.04931640625
]
]
},
"Node(name='livelihood_assets', examples=('livelihood assets', 'fishing nets', 'boats', 'farming equipment', 'bee keeping equipment', 'improved chicken breed', 'bicycle', 'cart'))": {
"text": [
[
"name: SH.MLR.NETS.ZS;\ndisplay name: Use of insecticide-treated bed nets (% of under-5 population);\ndescription: Use of insecticide-treated bed nets refers to the percentage of children under age five who slept under an insecticide-treated bednet to prevent malaria.;\nunit: % of under-5 population;\nunit description: % of under-5 population;",
2559.0
],
[
"name: per_allsp.ben_q1_tot;\ndisplay name: Benefit incidence of social protection and labor programs to poorest quintile (% of total SPL benefits);\ndescription: Benefit incidence of social protection and labor programs (SPL) to poorest quintile shows the percentage of total social protection and labor programs benefits received by the poorest 20% of the population. Social protection and labor programs include social insurance, social safety nets, and unemployment benefits and active labor market programs. Estimates include both direct and indirect beneficiaries.;\nunit: % of total SPL benefits;\nunit description: % of total SPL benefits;",
853.0
],
[
"name: ER.FSH.AQUA.MT;\ndisplay name: Aquaculture production (metric tons);\ndescription: Aquaculture is understood to mean the farming of aquatic organisms including fish, molluscs, crustaceans and aquatic plants. Aquaculture production specifically refers to output from aquaculture activities, which are designated for final harvest for consumption.;\nunit: metric tons;\nunit description: metric tons;",
853.0
]
],
"sklearn": [
[
"name: GC.NFN.TOTL.GD.ZS;\ndisplay name: Net investment in nonfinancial assets (% of GDP);\ndescription: Net investment in government nonfinancial assets includes fixed assets, inventories, valuables, and nonproduced assets. Nonfinancial assets are stores of value and provide benefits either through their use in the production of goods and services or in the form of property income and holding gains. Net investment in nonfinancial assets also includes consumption of fixed capital.;\nunit: % of GDP;\nunit description: % of GDP;",
0.18019593991141414
],
[
"name: GC.NFN.TOTL.CN;\ndisplay name: Net investment in nonfinancial assets (current LCU);\ndescription: Net investment in government nonfinancial assets includes fixed assets, inventories, valuables, and nonproduced assets. Nonfinancial assets are stores of value and provide benefits either through their use in the production of goods and services or in the form of property income and holding gains. Net investment in nonfinancial assets also includes consumption of fixed capital.;\nunit: current LCU;\nunit description: current LCU;",
0.17945429095653134
],
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
0.15007568530419624
]
],
"bert": [
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
4436.2138671875
],
[
"name: SH.STA.SMSS.RU.ZS;\ndisplay name: People using safely managed sanitation services, rural (% of rural population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of rural population;\nunit description: % of rural population;",
4432.4208984375
],
[
"name: per_sa_allsa.cov_q1_tot;\ndisplay name: Coverage of social safety net programs in poorest quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
4425.06689453125
]
]
},
"Node(name='humanitarian_nonfood_items', examples=())": {
"text": [
[
"name: ST.INT.TRNX.CD;\ndisplay name: International tourism, expenditures for passenger transport items (current US$);\ndescription: International tourism expenditures for passenger transport items are expenditures of international outbound visitors in other countries for all services provided during international transportation by nonresident carriers. Also included are passenger services performed within an economy by nonresident carriers. Excluded are passenger services provided to nonresidents by resident carriers within the resident economies; these are included in travel items. In addition to the services covered by passenger fares--including fares that are a part of package tours but excluding cruise fares, which are included in travel--passenger services include such items as charges for excess baggage, vehicles, or other personal accompanying effects and expenditures for food, drink, or other items for which passengers make expenditures while on board carriers. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
426.5
],
[
"name: ST.INT.TRNR.CD;\ndisplay name: International tourism, receipts for passenger transport items (current US$);\ndescription: International tourism receipts for passenger transport items are expenditures by international inbound visitors for all services provided in the international transportation by resident carriers. Also included are passenger services performed within an economy by nonresident carriers. Excluded are passenger services provided to nonresidents by resident carriers within the resident economies; these are included in travel items. In addition to the services covered by passenger fares--including fares that are a part of package tours but excluding cruise fares, which are included in travel--passenger services include such items as charges for excess baggage, vehicles, or other personal accompanying effects and expenditures for food, drink, or other items for which passengers make expenditures while on board carriers. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
426.5
],
[
"name: ST.INT.TVLR.CD;\ndisplay name: International tourism, receipts for travel items (current US$);\ndescription: International tourism receipts for travel items are expenditures by international inbound visitors in the reporting economy. The goods and services are purchased by, or on behalf of, the traveler or provided, without a quid pro quo, for the traveler to use or give away. These receipts should include any other prepayment made for goods or services received in the destination country. They also may include receipts from same-day visitors, except in cases where these are so important as to justify a separate classification. Excluded is the international carriage of travelers, which is covered in passenger travel items. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
255.89999999999998
]
],
"sklearn": [
[
"name: ST.INT.TRNR.CD;\ndisplay name: International tourism, receipts for passenger transport items (current US$);\ndescription: International tourism receipts for passenger transport items are expenditures by international inbound visitors for all services provided in the international transportation by resident carriers. Also included are passenger services performed within an economy by nonresident carriers. Excluded are passenger services provided to nonresidents by resident carriers within the resident economies; these are included in travel items. In addition to the services covered by passenger fares--including fares that are a part of package tours but excluding cruise fares, which are included in travel--passenger services include such items as charges for excess baggage, vehicles, or other personal accompanying effects and expenditures for food, drink, or other items for which passengers make expenditures while on board carriers. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.22199462747731605
],
[
"name: ST.INT.TRNX.CD;\ndisplay name: International tourism, expenditures for passenger transport items (current US$);\ndescription: International tourism expenditures for passenger transport items are expenditures of international outbound visitors in other countries for all services provided during international transportation by nonresident carriers. Also included are passenger services performed within an economy by nonresident carriers. Excluded are passenger services provided to nonresidents by resident carriers within the resident economies; these are included in travel items. In addition to the services covered by passenger fares--including fares that are a part of package tours but excluding cruise fares, which are included in travel--passenger services include such items as charges for excess baggage, vehicles, or other personal accompanying effects and expenditures for food, drink, or other items for which passengers make expenditures while on board carriers. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.2178426512513561
],
[
"name: ST.INT.TVLR.CD;\ndisplay name: International tourism, receipts for travel items (current US$);\ndescription: International tourism receipts for travel items are expenditures by international inbound visitors in the reporting economy. The goods and services are purchased by, or on behalf of, the traveler or provided, without a quid pro quo, for the traveler to use or give away. These receipts should include any other prepayment made for goods or services received in the destination country. They also may include receipts from same-day visitors, except in cases where these are so important as to justify a separate classification. Excluded is the international carriage of travelers, which is covered in passenger travel items. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.18158866495835405
]
],
"bert": [
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
1063.9700927734375
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
1058.787353515625
],
[
"name: TM.VAL.FOOD.ZS.UN;\ndisplay name: Food imports (% of merchandise imports);\ndescription: Food comprises the commodities in SITC sections 0 (food and live animals), 1 (beverages and tobacco), and 4 (animal and vegetable oils and fats) and SITC division 22 (oil seeds, oil nuts, and oil kernels).;\nunit: % of merchandise imports;\nunit description: % of merchandise imports;",
1052.1201171875
]
]
},
"Node(name='shelter', examples=('shelter', 'tents', 'shelter kits'))": {
"text": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
10236.0
]
],
"sklearn": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.2560353744859774
]
],
"bert": [
[
"name: Asylum-seekers;\ndisplay name: Asylum Seekers;\ndescription: Asylum Seekers;\nunit: people;\nunit description: people;",
1450.8487548828125
],
[
"name: Asylum-seekers;\ndisplay name: Asylum Seekers;\ndescription: Asylum Seekers;\nunit: people;\nunit description: people;",
1450.8487548828125
],
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
1450.45751953125
]
]
},
"Node(name='medical_inputs', examples=())": {
"text": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
1137.3333333333333
],
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
1137.3333333333333
],
[
"name: SH.MED.PHYS.ZS;\ndisplay name: Physicians (per 1,000 people);\ndescription: Physicians include generalist and specialist medical practitioners.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
568.6666666666666
]
],
"sklearn": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
0.5020595549324116
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.19426899651386992
],
[
"name: SH.MED.PHYS.ZS;\ndisplay name: Physicians (per 1,000 people);\ndescription: Physicians include generalist and specialist medical practitioners.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
0.1933518620172282
]
],
"bert": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
487.47979736328125
],
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
483.8973693847656
],
[
"name: health;\ndisplay name: ;\ndescription: Health indicator;\nunit: NA;\nunit description: ;",
482.9565734863281
]
]
},
"Node(name='vaccine', examples=('vaccine', 'vaccination', 'immunization', 'communicable disease outbreak control', 'mass vaccination campaign', 'polio', 'measles', 'yellow fever'))": {
"text": [
[
"name: SH.IMM.MEAS;\ndisplay name: Immunization, measles (% of children ages 12-23 months);\ndescription: Child immunization, measles, measures the percentage of children ages 12-23 months who received the measles vaccination before 12 months or at any time before the survey. A child is considered adequately immunized against measles after receiving one dose of vaccine.;\nunit: % of children ages 12-23 months;\nunit description: % of children ages 12-23 months;",
13079.333333333332
],
[
"name: SH.MLR.TRET.ZS;\ndisplay name: Children with fever receiving antimalarial drugs (% of children under age 5 with fever);\ndescription: Malaria treatment refers to the percentage of children under age five who were ill with fever in the last two weeks and received any appropriate (locally defined) anti-malarial drugs.;\nunit: % of children under age 5 with fever;\nunit description: % of children under age 5 with fever;",
8530.0
],
[
"name: SH.IMM.IDPT;\ndisplay name: Immunization, DPT (% of children ages 12-23 months);\ndescription: Child immunization, DPT, measures the percentage of children ages 12-23 months who received DPT vaccinations before 12 months or at any time before the survey. A child is considered adequately immunized against diphtheria, pertussis (or whooping cough), and tetanus (DPT) after receiving three doses of vaccine.;\nunit: % of children ages 12-23 months;\nunit description: % of children ages 12-23 months;",
2843.333333333333
]
],
"sklearn": [
[
"name: SH.IMM.MEAS;\ndisplay name: Immunization, measles (% of children ages 12-23 months);\ndescription: Child immunization, measles, measures the percentage of children ages 12-23 months who received the measles vaccination before 12 months or at any time before the survey. A child is considered adequately immunized against measles after receiving one dose of vaccine.;\nunit: % of children ages 12-23 months;\nunit description: % of children ages 12-23 months;",
0.3027100779462563
],
[
"name: SH.MLR.TRET.ZS;\ndisplay name: Children with fever receiving antimalarial drugs (% of children under age 5 with fever);\ndescription: Malaria treatment refers to the percentage of children under age five who were ill with fever in the last two weeks and received any appropriate (locally defined) anti-malarial drugs.;\nunit: % of children under age 5 with fever;\nunit description: % of children under age 5 with fever;",
0.1809724849006339
],
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
0.11173866140450561
]
],
"bert": [
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
5364.255859375
],
[
"name: SH.STA.POIS.P5.FE;\ndisplay name: Mortality rate attributed to unintentional poisoning, female (per 100,000 female population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of female deaths from unintentional poisonings in a year per 100,000 female population. Unintentional poisoning can be caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
5342.06640625
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
5341.0224609375
]
]
},
"Node(name='medical_treatment', examples=('medical treatment', 'anti retroviral treatment', 'ART', 'first aid', 'basic medical care', 'childhood essential health services', 'obstetric and newborn care', 'operation of mobile clinics', 'therapeutic feeding', 'trauma and surgical care', 'trauma and post operative rehabilitation'))": {
"text": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
6878.14547184133
],
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
3428.0943396226417
],
[
"name: SH.TBS.CURE.ZS;\ndisplay name: Tuberculosis treatment success rate (% of new cases);\ndescription: Tuberculosis treatment success rate is the percentage of all new tuberculosis cases (or new and relapse cases for some countries) registered under a national tuberculosis control programme in a given year that successfully completed treatment, with or without bacteriological evidence of success (\"cured\" and \"treatment completed\" respectively).;\nunit: % of new cases;\nunit description: % of new cases;",
3427.557685240702
]
],
"sklearn": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
0.30362747706123444
],
[
"name: SH.TBS.CURE.ZS;\ndisplay name: Tuberculosis treatment success rate (% of new cases);\ndescription: Tuberculosis treatment success rate is the percentage of all new tuberculosis cases (or new and relapse cases for some countries) registered under a national tuberculosis control programme in a given year that successfully completed treatment, with or without bacteriological evidence of success (\"cured\" and \"treatment completed\" respectively).;\nunit: % of new cases;\nunit description: % of new cases;",
0.18895645920719237
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.17441985294378962
]
],
"bert": [
[
"name: per_sa_allsa.cov_q1_tot;\ndisplay name: Coverage of social safety net programs in poorest quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
9167.51171875
],
[
"name: SH.MED.BEDS.ZS;\ndisplay name: Hospital beds (per 1,000 people);\ndescription: Hospital beds include inpatient beds available in public, private, general, and specialized hospitals and rehabilitation centers. In most cases beds for both acute and chronic care are included.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
9156.3193359375
],
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
9149.75
]
]
},
"Node(name='prevention', examples=('prevention', 'insecticide treated bednets', 'malnutrition screening', 'preventative medicine', 'well-child visit', 'well-visit'))": {
"text": [
[
"name: SH.MLR.NETS.ZS;\ndisplay name: Use of insecticide-treated bed nets (% of under-5 population);\ndescription: Use of insecticide-treated bed nets refers to the percentage of children under age five who slept under an insecticide-treated bednet to prevent malaria.;\nunit: % of under-5 population;\nunit description: % of under-5 population;",
5757.75
],
[
"name: SH.HIV.PMTC.ZS;\ndisplay name: Antiretroviral therapy coverage for PMTCT (% of pregnant women living with HIV);\ndescription: Percentage of pregnant women with HIV who receive antiretroviral medicine for prevention of mother-to-child transmission (PMTCT).;\nunit: % of pregnant women living with HIV;\nunit description: % of pregnant women living with HIV;",
2600.609756097561
],
[
"name: Food Adaptive Capacity Indicator 2: Child malnutrition;\ndisplay name: ;\ndescription: Child malnutrition;\nunit: NA;\nunit description: ;",
1789.219512195122
]
],
"sklearn": [
[
"name: Food Adaptive Capacity Indicator 2: Child malnutrition;\ndisplay name: ;\ndescription: Child malnutrition;\nunit: NA;\nunit description: ;",
0.3222182284756319
],
[
"name: SH.MLR.NETS.ZS;\ndisplay name: Use of insecticide-treated bed nets (% of under-5 population);\ndescription: Use of insecticide-treated bed nets refers to the percentage of children under age five who slept under an insecticide-treated bednet to prevent malaria.;\nunit: % of under-5 population;\nunit description: % of under-5 population;",
0.2579256825391204
],
[
"name: SH.HIV.PMTC.ZS;\ndisplay name: Antiretroviral therapy coverage for PMTCT (% of pregnant women living with HIV);\ndescription: Percentage of pregnant women with HIV who receive antiretroviral medicine for prevention of mother-to-child transmission (PMTCT).;\nunit: % of pregnant women living with HIV;\nunit description: % of pregnant women living with HIV;",
0.15121890827464682
]
],
"bert": [
[
"name: Health Exposure Indicator 2: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\ndisplay name: ;\ndescription: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\nunit: NA;\nunit description: ;",
5220.13916015625
],
[
"name: SH.STA.SMSS.RU.ZS;\ndisplay name: People using safely managed sanitation services, rural (% of rural population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of rural population;\nunit description: % of rural population;",
5157.86328125
],
[
"name: SH.STA.ARIC.ZS;\ndisplay name: ARI treatment (% of children under 5 taken to a health provider);\ndescription: Children with acute respiratory infection (ARI) who are taken to a health provider refers to the percentage of children under age five with ARI in the last two weeks who were taken to an appropriate health provider, including hospital, health center, dispensary, village health worker, clinic, and private physician.;\nunit: % of children under 5 taken to a health provider;\nunit description: % of children under 5 taken to a health provider;",
5123.03564453125
]
]
},
"Node(name='psychological', examples=('psychological', 'therapy', 'clinical management of sexual violence', 'psychological support', 'therapist counselor'))": {
"text": [
[
"name: SG.VAW.1549.ZS;\ndisplay name: Proportion of women subjected to physical and/or sexual violence in the last 12 months (% of ever-partnered women ages 15-49);\ndescription: Proportion of women subjected to physical and/or sexual violence in the last 12 months is the percentage of ever partnered women age 15-49 who are subjected to physical violence, sexual violence or both by a current or former intimate partner in the last 12 months.;\nunit: % of ever-partnered women ages 15-49;\nunit description: % of ever-partnered women ages 15-49;",
1773.7983700862897
],
[
"name: SH.HIV.ARTC.ZS;\ndisplay name: Antiretroviral therapy coverage (% of people living with HIV);\ndescription: Antiretroviral therapy coverage indicates the percentage of all people living with HIV who are receiving antiretroviral therapy.;\nunit: % of people living with HIV;\nunit description: % of people living with HIV;",
1710.5798657718121
],
[
"name: IP.JRN.ARTC.SC;\ndisplay name: Scientific and technical journal articles;\ndescription: Scientific and technical journal articles refer to the number of scientific and engineering articles published in the following fields: physics, biology, chemistry, mathematics, clinical medicine, biomedical research, engineering and technology, and earth and space sciences.;\nunit: NA;\nunit description: NA;",
1707.144966442953
]
],
"sklearn": [
[
"name: SG.VAW.1549.ZS;\ndisplay name: Proportion of women subjected to physical and/or sexual violence in the last 12 months (% of ever-partnered women ages 15-49);\ndescription: Proportion of women subjected to physical and/or sexual violence in the last 12 months is the percentage of ever partnered women age 15-49 who are subjected to physical violence, sexual violence or both by a current or former intimate partner in the last 12 months.;\nunit: % of ever-partnered women ages 15-49;\nunit description: % of ever-partnered women ages 15-49;",
0.21829323711455226
],
[
"name: SH.HIV.ARTC.ZS;\ndisplay name: Antiretroviral therapy coverage (% of people living with HIV);\ndescription: Antiretroviral therapy coverage indicates the percentage of all people living with HIV who are receiving antiretroviral therapy.;\nunit: % of people living with HIV;\nunit description: % of people living with HIV;",
0.1975477842543052
],
[
"name: Governance Readiness Indicator 1: Political stability and non-violence;\ndisplay name: ;\ndescription: Political stability and non-violence;\nunit: NA;\nunit description: ;",
0.163195065759141
]
],
"bert": [
[
"name: SH.MED.NUMW.P3;\ndisplay name: Nurses and midwives (per 1,000 people);\ndescription: Nurses and midwives include professional nurses, professional midwives, auxiliary nurses, auxiliary midwives, enrolled nurses, enrolled midwives and other associated personnel, such as dental nurses and primary care nurses.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
3073.49267578125
],
[
"name: Social Readiness Indicator 3: Education;\ndisplay name: ;\ndescription: Education;\nunit: NA;\nunit description: ;",
3070.08642578125
],
[
"name: SL.EMP.VULN.MA.ZS;\ndisplay name: Vulnerable employment, male (% of male employment) (modeled ILO estimate);\ndescription: Vulnerable employment is contributing family workers and own-account workers as a percentage of total employment.;\nunit: modeled ILO estimate;\nunit description: modeled ILO estimate;",
3016.0615234375
]
]
},
"Node(name='sanitation_and_hygiene_inputs', examples=('sanitation and hygiene input', 'desludging', 'toilet', 'septic tank', 'excreta container', 'solid waste management', 'point of use water treatment', 'piped water supply treatment'))": {
"text": [
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
11094.897709744951
],
[
"name: IS.SHP.GOOD.TU;\ndisplay name: Container port traffic (TEU: 20 foot equivalent units);\ndescription: Port container traffic measures the flow of containers from land to sea transport modes, and vice versa, in twenty-foot equivalent units (TEUs), a standard-size container. Data refer to coastal shipping as well as international journeys. Transshipment traffic is counted as two lifts at the intermediate port (once to off-load and again as an outbound lift) and includes empty units.;\nunit: TEU: 20 foot equivalent units;\nunit description: TEU: 20 foot equivalent units;",
2569.9778194688893
],
[
"name: SH.TBS.CURE.ZS;\ndisplay name: Tuberculosis treatment success rate (% of new cases);\ndescription: Tuberculosis treatment success rate is the percentage of all new tuberculosis cases (or new and relapse cases for some countries) registered under a national tuberculosis control programme in a given year that successfully completed treatment, with or without bacteriological evidence of success (\"cured\" and \"treatment completed\" respectively).;\nunit: % of new cases;\nunit description: % of new cases;",
2286.946734232056
]
],
"sklearn": [
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
0.289018502222181
],
[
"name: SH.STA.BASS.ZS;\ndisplay name: People using at least basic sanitation services (% of population);\ndescription: The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households. This indicator encompasses both people using basic sanitation services as well as those using safely managed sanitation services. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines; ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of population;\nunit description: % of population;",
0.22790914228831574
],
[
"name: SH.STA.BASS.UR.ZS;\ndisplay name: People using at least basic sanitation services, urban (% of urban population);\ndescription: The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households. This indicator encompasses both people using basic sanitation services as well as those using safely managed sanitation services. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines; ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
0.21763470580197128
]
],
"bert": [
[
"name: SH.STA.SMSS.UR.ZS;\ndisplay name: People using safely managed sanitation services, urban (% of urban population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
7879.11767578125
],
[
"name: SH.STA.SMSS.RU.ZS;\ndisplay name: People using safely managed sanitation services, rural (% of rural population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of rural population;\nunit description: % of rural population;",
7873.50341796875
],
[
"name: SH.STA.SMSS.ZS;\ndisplay name: People using safely managed sanitation services (% of population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of population;\nunit description: % of population;",
7772.568359375
]
]
},
"Node(name='build', examples=())": {
"text": [
[
"name: IC.WRH.PROC;\ndisplay name: Procedures to build a warehouse (number);\ndescription: Number of procedures to build a warehouse is the number of interactions of a company's employees or managers with external parties, including government agency staff, public inspectors, notaries, land registry and cadastre staff, and technical experts apart from architects and engineers.;\nunit: number;\nunit description: number;",
1706.0
],
[
"name: IC.WRH.DURS;\ndisplay name: Time required to build a warehouse (days);\ndescription: Time required to build a warehouse is the number of calendar days needed to complete the required procedures for building a warehouse. If a procedure can be speeded up at additional cost, the fastest procedure, independent of cost, is chosen.;\nunit: days;\nunit description: days;",
1706.0
]
],
"sklearn": [
[
"name: IC.WRH.PROC;\ndisplay name: Procedures to build a warehouse (number);\ndescription: Number of procedures to build a warehouse is the number of interactions of a company's employees or managers with external parties, including government agency staff, public inspectors, notaries, land registry and cadastre staff, and technical experts apart from architects and engineers.;\nunit: number;\nunit description: number;",
0.33614065391117676
],
[
"name: IC.WRH.DURS;\ndisplay name: Time required to build a warehouse (days);\ndescription: Time required to build a warehouse is the number of calendar days needed to complete the required procedures for building a warehouse. If a procedure can be speeded up at additional cost, the fastest procedure, independent of cost, is chosen.;\nunit: days;\nunit description: days;",
0.304558051341424
]
],
"bert": [
[
"name: capacity;\ndisplay name: ;\ndescription: Capacity indicator;\nunit: NA;\nunit description: ;",
234.3873748779297
],
[
"name: Land_Type;\ndisplay name: Land Type;\ndescription: Land Type;\nunit: none;\nunit description: ;",
231.19520568847656
],
[
"name: readiness;\ndisplay name: ;\ndescription: Readiness indicator;\nunit: NA;\nunit description: ;",
229.94265747070312
]
]
},
"Node(name='agriculture_infrastructure', examples=())": {
"text": [
[
"name: IQ.SPI.PIL5;\ndisplay name: Statistical performance indicators (SPI): Pillar 5 data infrastructure score (scale 0-100);\ndescription: The data infrastructure pillar overall score measures the hard and soft infrastructure segments, itemizing essential cross cutting requirements for an effective statistical system. The segments are: (i) legislation and governance covering the existence of laws and a functioning institutional framework for the statistical system; (ii) standards and methods addressing compliance with recognized frameworks and concepts; (iii) skills including level of skills within the statistical system and among users (statistical literacy); (iv) partnerships reflecting the need for the statistical system to be inclusive and coherent; and (v) finance mobilized both domestically and from donors.;\nunit: scale 0-100;\nunit description: scale 0-100;",
204.71999999999997
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
142.41391304347826
],
[
"name: IQ.SPI.OVRL;\ndisplay name: Statistical performance indicators (SPI): Overall score (scale 0-100);\ndescription: The SPI overall score is a composite score measuing country performance across five pillars: data use, data services, data products, data sources, and data infrastructure. The new Statistical Performance Indicators (SPI) will replace the Statistical Capacity Index (SCI), which the World Bank has regularly published since 2004. Although the goals are the same, to offer a better tool to measure the statistical systems of countries, the new SPI framework has expanded into new areas including in the areas of data use, administrative data, geospatial data, data services, and data infrastructure. The SPI provides a framework that can help countries measure where they stand in several dimensions and offers an ambitious measurement agenda for the international community.;\nunit: scale 0-100;\nunit description: scale 0-100;",
136.48
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.6465249782713857
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
0.33593569651557886
],
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
0.3056854135149194
]
],
"bert": [
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
452.1529541015625
],
[
"name: Infrastructure Adaptive Capacity Indicator 1: Electricity access;\ndisplay name: ;\ndescription: Electricity access;\nunit: NA;\nunit description: ;",
443.88665771484375
],
[
"name: Human Habitat Adaptive Capacity Indicator 2: Paved roads;\ndisplay name: ;\ndescription: Paved roads;\nunit: NA;\nunit description: ;",
443.8618469238281
]
]
},
"Node(name='livestock_production_infrastructure', examples=())": {
"text": [
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
298.00320512820514
],
[
"name: IQ.SPI.PIL5;\ndisplay name: Statistical performance indicators (SPI): Pillar 5 data infrastructure score (scale 0-100);\ndescription: The data infrastructure pillar overall score measures the hard and soft infrastructure segments, itemizing essential cross cutting requirements for an effective statistical system. The segments are: (i) legislation and governance covering the existence of laws and a functioning institutional framework for the statistical system; (ii) standards and methods addressing compliance with recognized frameworks and concepts; (iii) skills including level of skills within the statistical system and among users (statistical literacy); (iv) partnerships reflecting the need for the statistical system to be inclusive and coherent; and (v) finance mobilized both domestically and from donors.;\nunit: scale 0-100;\nunit description: scale 0-100;",
204.71999999999997
],
[
"name: NV.AGR.TOTL.ZS;\ndisplay name: Agriculture, forestry, and fishing, value added (% of GDP);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Note: For VAB countries, gross value added at factor cost is used as the denominator.;\nunit: % of GDP;\nunit description: % of GDP;",
149.00160256410257
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.5152705390942836
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
0.2677356223844709
],
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.23743749535049513
]
],
"bert": [
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
699.5010375976562
],
[
"name: EG.ELC.PETR.ZS;\ndisplay name: Electricity production from oil sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.;\nunit: % of total;\nunit description: % of total;",
686.6796875
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
686.2115478515625
]
]
},
"Node(name='livestock_shelter', examples=('enclosure', 'barn', 'pasture', 'livestock shelter', 'paddock', 'chicken coop', 'coop'))": {
"text": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
6824.0
],
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
524.9230769230769
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
487.42857142857144
]
],
"sklearn": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.19469406283566776
],
[
"name: AG.PRD.LVSK.XD;\ndisplay name: Livestock production index (2014-2016 = 100);\ndescription: 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.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.1401978399104549
],
[
"name: EN.ATM.NOXE.ZG;\ndisplay name: Nitrous oxide emissions (% change from 1990);\ndescription: Nitrous oxide emissions are emissions from agricultural biomass burning, industrial activities, and livestock management. Each year of data shows the percentage change to that year from 1990.;\nunit: % change from 1990;\nunit description: % change from 1990;",
0.07556716579445992
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
3424.4033203125
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
3366.4990234375
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
3291.3720703125
]
]
},
"Node(name='crop_production_infrastructure', examples=())": {
"text": [
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
1777.0833333333333
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
604.2083333333333
],
[
"name: AG.LND.CROP.ZS;\ndisplay name: Permanent cropland (% of land area);\ndescription: Permanent cropland is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber.;\nunit: % of land area;\nunit description: % of land area;",
568.6666666666666
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.4677847440171944
],
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.332981525246175
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
0.24306190647256704
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
607.454833984375
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
606.8142700195312
],
[
"name: EG.ELC.PETR.ZS;\ndisplay name: Electricity production from oil sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products.;\nunit: % of total;\nunit description: % of total;",
593.849609375
]
]
},
"Node(name='irrigation_infrastructure', examples=('canal', 'reservoir', 'water tower', 'standpipe', 'irrigation infrastructure'))": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1897.5122580645161
],
[
"name: ER.H2O.FWTL.ZS;\ndisplay name: Annual freshwater withdrawals, total (% of internal resources);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: % of internal resources;\nunit description: % of internal resources;",
1210.7096774193546
],
[
"name: ER.H2O.FWTL.K3;\ndisplay name: Annual freshwater withdrawals, total (billion cubic meters);\ndescription: Annual freshwater withdrawals refer to total water withdrawals, not counting evaporation losses from storage basins. Withdrawals also include water from desalination plants in countries where they are a significant source. Withdrawals can exceed 100 percent of total renewable resources where extraction from nonrenewable aquifers or desalination plants is considerable or where there is significant water reuse. Withdrawals for agriculture and industry are total withdrawals for irrigation and livestock production and for direct industrial use (including withdrawals for cooling thermoelectric plants). Withdrawals for domestic uses include drinking water, municipal use or supply, and use for public services, commercial establishments, and homes. Data are for the most recent year available for 1987-2002.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
1210.7096774193546
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.4582460290939562
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
0.23810557075577976
],
[
"name: Social Readiness Indicator 2: Information Communication Technology (ICT) infrastructure;\ndisplay name: ;\ndescription: Information Communication Technology (ICT) infrastructure;\nunit: NA;\nunit description: ;",
0.20880320284087453
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
2759.2822265625
],
[
"name: EG.ELC.RNWX.ZS;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (% of total);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: % of total;\nunit description: % of total;",
2738.511962890625
],
[
"name: EG.ELC.HYRO.ZS;\ndisplay name: Electricity production from hydroelectric sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Hydropower refers to electricity produced by hydroelectric power plants.;\nunit: % of total;\nunit description: % of total;",
2720.345703125
]
]
},
"Node(name='extension_offices', examples=('farmer training center', 'demonstration plot', 'extension office'))": {
"text": [
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
3412.0
],
[
"name: rural_population_living_in_areas_where_elevation_is_below_5_meters_of_total_population;\ndisplay name: Rural population living in areas where elevation is below 5 meters (% of total population);\ndescription: SOURCE NOTE: Rural population below 5m is the percentage of the total population, living in areas where the elevation is 5 meters or less.\\nSOURCE ORGANIZATION: Center for International Earth Science Information Network (CIESIN)/Columbia University. 2013. Urban-Rural Population and Land Area Estimates Version 2. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). http://sedac.ciesin.columbia.edu/data/set/lecz-urban-rural-population-land-area-estimates-v2.;\nunit: nan;\nunit description: None;",
1137.3333333333333
],
[
"name: surge_reconstructed;\ndisplay name: Surge Reconstructed;\ndescription: The Global Storm Surge Reconstruction (GSSR) database includes daily maximum surge values for the past at 882 tide gauges distributed along the global coastline. The data-driven models employed for the surge reconstruction were developed by Tadesse et al. (2020). We use five different atmospheric reanalysis products with different spatial and temporal resolution to produce surge information for the periods covered by the different reanalyses. Concerning instrumental data, all available tide gauges from the University of Hawaii Sea Level Center (UHSLC, http://uhslc. soest.hawaii.edu/data/download/rq) were downloaded at hourly scale. From the total amount of 643 tide gauges, only those with more than one year of data before 2010 are used to validate the reconstructed surge from 20CR. In order to compare both signals, the tide gauge residuals are obtained by subtracting the astronomical tide (computed using t-tide, Pawlowicz et al., 2002) to the hourly values, and subtracting a 30-day moving average to both, modelled and measured data. This leads to a validation of the storm surge reconstruction at 386 tide gauge locations distributed worldwide. [NOTE: units is unknown but probably meters];\nunit: unknown;\nunit description: ;",
568.6666666666666
]
],
"sklearn": [
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
0.10348287016660027
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.08408433069690303
],
[
"name: rural_population_living_in_areas_where_elevation_is_below_5_meters_of_total_population;\ndisplay name: Rural population living in areas where elevation is below 5 meters (% of total population);\ndescription: SOURCE NOTE: Rural population below 5m is the percentage of the total population, living in areas where the elevation is 5 meters or less.\\nSOURCE ORGANIZATION: Center for International Earth Science Information Network (CIESIN)/Columbia University. 2013. Urban-Rural Population and Land Area Estimates Version 2. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). http://sedac.ciesin.columbia.edu/data/set/lecz-urban-rural-population-land-area-estimates-v2.;\nunit: nan;\nunit description: None;",
0.08326861304912343
]
],
"bert": [
[
"name: Incremental Impact: Agr. Area (sq km);\ndisplay name: Incremental Impact: Agr. Area (Sq Km);\ndescription: Incremental Impact: Agricultural Area (Sq Km);\nunit: sq km;\nunit description: square kilometers (area);",
2481.15087890625
],
[
"name: Food Exposure Indicator 1: Projected change of agricultural cereal yield;\ndisplay name: ;\ndescription: Projected change of agricultural cereal yield;\nunit: NA;\nunit description: ;",
2417.7392578125
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
2406.73388671875
]
]
},
"Node(name='greenhouse', examples=('nursery', 'plant nursery', 'greenhouse', 'high tunnel', 'glasshouse', 'hothouse'))": {
"text": [
[
"name: EN.ATM.GHGO.ZG;\ndisplay name: Other greenhouse gas emissions (% change from 1990);\ndescription: Other greenhouse gas emissions are by-product emissions of hydrofluorocarbons, perfluorocarbons, and sulfur hexafluoride. Each year of data shows the percentage change to that year from 1990.;\nunit: % change from 1990;\nunit description: % change from 1990;",
1364.8
],
[
"name: EN.ATM.GHGO.KT.CE;\ndisplay name: Other greenhouse gas emissions, HFC, PFC and SF6 (thousand metric tons of CO2 equivalent);\ndescription: Other greenhouse gas emissions are by-product emissions of hydrofluorocarbons, perfluorocarbons, and sulfur hexafluoride.;\nunit: thousand metric tons of CO2 equivalent;\nunit description: thousand metric tons of CO2 equivalent;",
1364.8
],
[
"name: EN.ATM.GHGT.ZG;\ndisplay name: Total greenhouse gas emissions (% change from 1990);\ndescription: Total greenhouse gas emissions are composed of CO2 totals excluding short-cycle biomass burning (such as agricultural waste burning and savanna burning) but including other biomass burning (such as forest fires, post-burn decay, peat fires and decay of drained peatlands), all anthropogenic CH4 sources, N2O sources and F-gases (HFCs, PFCs and SF6). Each year of data shows the percentage change to that year from 1990.;\nunit: % change from 1990;\nunit description: % change from 1990;",
1364.8
]
],
"sklearn": [
[
"name: EN.ATM.GHGO.ZG;\ndisplay name: Other greenhouse gas emissions (% change from 1990);\ndescription: Other greenhouse gas emissions are by-product emissions of hydrofluorocarbons, perfluorocarbons, and sulfur hexafluoride. Each year of data shows the percentage change to that year from 1990.;\nunit: % change from 1990;\nunit description: % change from 1990;",
0.27073170280261405
],
[
"name: EN.ATM.GHGO.KT.CE;\ndisplay name: Other greenhouse gas emissions, HFC, PFC and SF6 (thousand metric tons of CO2 equivalent);\ndescription: Other greenhouse gas emissions are by-product emissions of hydrofluorocarbons, perfluorocarbons, and sulfur hexafluoride.;\nunit: thousand metric tons of CO2 equivalent;\nunit description: thousand metric tons of CO2 equivalent;",
0.24044304526566457
],
[
"name: EN.ATM.GHGT.ZG;\ndisplay name: Total greenhouse gas emissions (% change from 1990);\ndescription: Total greenhouse gas emissions are composed of CO2 totals excluding short-cycle biomass burning (such as agricultural waste burning and savanna burning) but including other biomass burning (such as forest fires, post-burn decay, peat fires and decay of drained peatlands), all anthropogenic CH4 sources, N2O sources and F-gases (HFCs, PFCs and SF6). Each year of data shows the percentage change to that year from 1990.;\nunit: % change from 1990;\nunit description: % change from 1990;",
0.1902550792841122
]
],
"bert": [
[
"name: EG.ELC.RNWX.KH;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (kWh);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: kWh;\nunit description: kWh;",
3256.783203125
],
[
"name: EG.ELC.RNWX.ZS;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (% of total);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: % of total;\nunit description: % of total;",
3215.004150390625
],
[
"name: Incremental Impact: Agr. Area (sq km);\ndisplay name: Incremental Impact: Agr. Area (Sq Km);\ndescription: Incremental Impact: Agricultural Area (Sq Km);\nunit: sq km;\nunit description: square kilometers (area);",
3189.77587890625
]
]
},
"Node(name='post_harvest_infrastructure', examples=('on-farm processing facility', 'silo', 'tower silo', 'bunker silo', 'stave silo', 'grain silo', 'grain elevator', 'cooperative processing', 'post-harvest'))": {
"text": [
[
"name: ST.INT.XPND.MP.ZS;\ndisplay name: International tourism, expenditures (% of total imports);\ndescription: International tourism expenditures are expenditures of international outbound visitors in other countries, including payments to foreign carriers for international transport. These expenditures may include those by residents traveling abroad as same-day visitors, except in cases where these are important enough to justify separate classification. For some countries they do not include expenditures for passenger transport items. Their share in imports is calculated as a ratio to imports of goods and services, which 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, goods sent for processing and repairs, nonmonetary gold, and services.;\nunit: % of total imports;\nunit description: % of total imports;",
1706.0
],
[
"name: ST.INT.RCPT.XP.ZS;\ndisplay name: International tourism, receipts (% of total exports);\ndescription: International tourism receipts are expenditures by international inbound visitors, including payments to national carriers for international transport. These receipts include any other prepayment made for goods or services received in the destination country. They also may include receipts from same-day visitors, except when these are important enough to justify separate classification. For some countries they do not include receipts for passenger transport items. Their share in exports is calculated as a ratio to exports of goods and services, which comprise all transactions between residents of a country and the rest of the world involving a change of ownership from residents to nonresidents of general merchandise, goods sent for processing and repairs, nonmonetary gold, and services.;\nunit: % of total exports;\nunit description: % of total exports;",
1706.0
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
1482.9416020671833
]
],
"sklearn": [
[
"name: SE.SEC.CUAT.PO.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
0.15929241632148225
],
[
"name: SE.SEC.CUAT.PO.FE.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, female (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
0.15785350556276284
],
[
"name: SE.SEC.CUAT.PO.MA.ZS;\ndisplay name: Educational attainment, at least completed post-secondary, population 25+, male (%) (cumulative);\ndescription: The percentage of population ages 25 and over that attained or completed post-secondary non-tertiary education.;\nunit: cumulative;\nunit description: cumulative;",
0.1577351333483967
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
7579.2744140625
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
7507.79150390625
],
[
"name: Incremental Impact: Agr. Area (sq km);\ndisplay name: Incremental Impact: Agr. Area (Sq Km);\ndescription: Incremental Impact: Agricultural Area (Sq Km);\nunit: sq km;\nunit description: square kilometers (area);",
7298.794921875
]
]
},
"Node(name='trade_infrastructure', examples=('factory', 'industrial park', 'storage facility', 'warehouse', 'processing facility', 'trade infrastructure'))": {
"text": [
[
"name: IC.WRH.DURS;\ndisplay name: Time required to build a warehouse (days);\ndescription: Time required to build a warehouse is the number of calendar days needed to complete the required procedures for building a warehouse. If a procedure can be speeded up at additional cost, the fastest procedure, independent of cost, is chosen.;\nunit: days;\nunit description: days;",
2559.0
],
[
"name: IC.WRH.PROC;\ndisplay name: Procedures to build a warehouse (number);\ndescription: Number of procedures to build a warehouse is the number of interactions of a company's employees or managers with external parties, including government agency staff, public inspectors, notaries, land registry and cadastre staff, and technical experts apart from architects and engineers.;\nunit: number;\nunit description: number;",
1706.0
],
[
"name: DT.DOD.DIMF.CD;\ndisplay name: Use of IMF credit (DOD, current US$);\ndescription: Use of IMF Credit: Data related to the operations of the IMF are provided by the IMF Treasurer\u2019s Department. They are converted from special drawing rights into dollars using end-of-period exchange rates for stocks and average-over-the-period exchange rates for flows. IMF trust fund operations under the Enhanced Structural Adjustment Facility, Extended Fund Facility, Poverty Reduction and Growth Facility, and Structural Adjustment Facility (Enhanced Structural Adjustment Facility in 1999) are presented together with all of the IMF\u2019s special facilities (buffer stock, supplemental reserve, compensatory and contingency facilities, oil facilities, and other facilities). SDR allocations are also included in this category. According to the BPM6, SDR allocations are recorded as the incurrence of a debt liability of the member receiving them (because of a requirement to repay the allocation in certain circumstances, and also because interest accrues). This debt item is introduced for the first time this year with historical data starting in 1999.;\nunit: DOD, current US$;\nunit description: DOD, current US$;",
1312.3076923076924
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.4108865470167954
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
0.3513449516539827
],
[
"name: Social Readiness Indicator 2: Information Communication Technology (ICT) infrastructure;\ndisplay name: ;\ndescription: Information Communication Technology (ICT) infrastructure;\nunit: NA;\nunit description: ;",
0.1872235034768706
]
],
"bert": [
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
3404.349609375
],
[
"name: TM.VAL.FUEL.ZS.UN;\ndisplay name: Fuel imports (% of merchandise imports);\ndescription: Fuels comprise the commodities in SITC section 3 (mineral fuels, lubricants and related materials).;\nunit: % of merchandise imports;\nunit description: % of merchandise imports;",
3338.54541015625
],
[
"name: TM.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods imports (% total goods imports);\ndescription: Information and communication technology goods imports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % total goods imports;\nunit description: % total goods imports;",
3326.523193359375
]
]
},
"Node(name='educational_infrastructure', examples=('community center', 'classroom', 'child friendly learning space', 'school rehabilitation', 'gender-specific bathrooms', 'educational infrastructure', 'school infrastructure'))": {
"text": [
[
"name: IC.BUS.EASE.XQ;\ndisplay name: Ease of doing business rank (1=most business-friendly regulations);\ndescription: Ease of doing business ranks economies from 1 to 190, with first place being the best. The ranking of economies is determined by sorting the aggregate ease of doing business scores. A high ranking (a low numerical rank) means that the regulatory environment is conducive to business operation.;\nunit: 1=most business-friendly regulations;\nunit description: 1=most business-friendly regulations;",
5118.0
],
[
"name: rural_population_living_in_areas_where_elevation_is_below_5_meters_of_total_population;\ndisplay name: Rural population living in areas where elevation is below 5 meters (% of total population);\ndescription: SOURCE NOTE: Rural population below 5m is the percentage of the total population, living in areas where the elevation is 5 meters or less.\\nSOURCE ORGANIZATION: Center for International Earth Science Information Network (CIESIN)/Columbia University. 2013. Urban-Rural Population and Land Area Estimates Version 2. Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). http://sedac.ciesin.columbia.edu/data/set/lecz-urban-rural-population-land-area-estimates-v2.;\nunit: nan;\nunit description: None;",
1137.3333333333333
],
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
805.9188311688312
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.49150247700049254
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
0.2553856888743202
],
[
"name: Social Readiness Indicator 2: Information Communication Technology (ICT) infrastructure;\ndisplay name: ;\ndescription: Information Communication Technology (ICT) infrastructure;\nunit: NA;\nunit description: ;",
0.22395675005594864
]
],
"bert": [
[
"name: Social Readiness Indicator 3: Education;\ndisplay name: ;\ndescription: Education;\nunit: NA;\nunit description: ;",
5283.126953125
],
[
"name: SE.SEC.ENRL.FE.ZS;\ndisplay name: Secondary education, pupils (% female);\ndescription: Female pupils as a percentage of total pupils at secondary level includes enrollments in public and private schools.;\nunit: % female;\nunit description: % female;",
5222.9208984375
],
[
"name: SE.PRM.ENRL.FE.ZS;\ndisplay name: Primary education, pupils (% female);\ndescription: Female pupils as a percentage of total pupils at primary level include enrollments in public and private schools.;\nunit: % female;\nunit description: % female;",
5183.4130859375
]
]
},
"Node(name='shelter_housing', examples=('permanent house', 'temporary housing', 'refugee camp', 'housing provision', 'leasing or rental services', 'temporary communal settlement', 'temporary shelter', 'portable shelter', 'shelter'))": {
"text": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
13653.433121019109
],
[
"name: AG.LND.TOTL.RU.K2;\ndisplay name: Rural land area (sq. km);\ndescription: Rural land area in square kilometers, derived from urban extent grids which distinguish urban and rural areas based on a combination of population counts (persons), settlement points, and the presence of Nighttime Lights. Areas are defined as urban where contiguous lighted cells from the Nighttime Lights or approximated urban extents based on buffered settlement points for which the total population is greater than 5,000 persons.;\nunit: sq. km;\nunit description: sq. km;",
1708.716560509554
],
[
"name: AG.LND.TOTL.UR.K2;\ndisplay name: Urban land area (sq. km);\ndescription: Urban land area in square kilometers, based on a combination of population counts (persons), settlement points, and the presence of Nighttime Lights. Areas are defined as urban where contiguous lighted cells from the Nighttime Lights or approximated urban extents based on buffered settlement points for which the total population is greater than 5,000 persons.;\nunit: sq. km;\nunit description: sq. km;",
1708.716560509554
]
],
"sklearn": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.1910361828741722
],
[
"name: EN.POP.SLUM.UR.ZS;\ndisplay name: Population living in slums (% of urban population);\ndescription: Population living in slums is the proportion of the urban population living in slum households. A slum household is defined as a group of individuals living under the same roof lacking one or more of the following conditions: access to improved water, access to improved sanitation, sufficient living area, housing durability, and security of tenure, as adopted in the Millennium Development Goal Target 7.D. The successor, the Sustainable Development Goal 11.1.1, considers inadequate housing (housing affordability) to complement the above definition of slums/informal settlements.;\nunit: % of urban population;\nunit description: % of urban population;",
0.11318632847845787
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
0.07478571716880118
]
],
"bert": [
[
"name: per_sa_allsa.cov_pop_tot;\ndisplay name: Coverage of social safety net programs (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
5905.548828125
],
[
"name: per_sa_allsa.cov_q1_tot;\ndisplay name: Coverage of social safety net programs in poorest quintile (% of population);\ndescription: Coverage of social safety net programs shows the percentage of population participating in cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of population;\nunit description: % of population;",
5899.5498046875
],
[
"name: Number of Male Children;\ndisplay name: Number of Male Children;\ndescription: The number of male children (5-14 years) displaced\r\n;\nunit: number of people;\nunit description: ;",
5873.14208984375
]
]
},
"Node(name='WASH_infrastructure', examples=('sanitation facility', 'latrine', 'washing and bathing facility', 'temporary water points', 'borehole', 'permanent water point', 'borehole repair', 'WASH infrastructure'))": {
"text": [
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
7306.191180051085
],
[
"name: LP.EXP.DURS.MD;\ndisplay name: Lead time to export, median case (days);\ndescription: Lead time to export is the median time (the value for 50 percent of shipments) from shipment point to port of loading. Data are from the Logistics Performance Index survey. Respondents provided separate values for the best case (10 percent of shipments) and the median case (50 percent of shipments). The data are exponentiated averages of the logarithm of single value responses and of midpoint values of range responses for the median case.;\nunit: days;\nunit description: days;",
1709.2776176753123
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
1453.9816902352388
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.312786599635152
],
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
0.21519445338405974
],
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
0.21287256276089103
]
],
"bert": [
[
"name: SH.STA.SMSS.RU.ZS;\ndisplay name: People using safely managed sanitation services, rural (% of rural population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of rural population;\nunit description: % of rural population;",
6485.5087890625
],
[
"name: SH.STA.SMSS.UR.ZS;\ndisplay name: People using safely managed sanitation services, urban (% of urban population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
6466.9609375
],
[
"name: SH.STA.SMSS.ZS;\ndisplay name: People using safely managed sanitation services (% of population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of population;\nunit description: % of population;",
6383.3154296875
]
]
},
"Node(name='medical_infrastructure', examples=('hospital', 'mobile clinic', 'field hospital', 'triage', 'emergency treatment center', 'emergency treatment centre', 'medical supply chain facility', 'medical infrastructure'))": {
"text": [
[
"name: SH.STA.ARIC.ZS;\ndisplay name: ARI treatment (% of children under 5 taken to a health provider);\ndescription: Children with acute respiratory infection (ARI) who are taken to a health provider refers to the percentage of children under age five with ARI in the last two weeks who were taken to an appropriate health provider, including hospital, health center, dispensary, village health worker, clinic, and private physician.;\nunit: % of children under 5 taken to a health provider;\nunit description: % of children under 5 taken to a health provider;",
4549.333333333333
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
3674.461538461538
],
[
"name: SH.MED.BEDS.ZS;\ndisplay name: Hospital beds (per 1,000 people);\ndescription: Hospital beds include inpatient beds available in public, private, general, and specialized hospitals and rehabilitation centers. In most cases beds for both acute and chronic care are included.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
3412.0
]
],
"sklearn": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
0.35781387418208443
],
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.25124472997397423
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.1696725417810619
]
],
"bert": [
[
"name: SH.MED.BEDS.ZS;\ndisplay name: Hospital beds (per 1,000 people);\ndescription: Hospital beds include inpatient beds available in public, private, general, and specialized hospitals and rehabilitation centers. In most cases beds for both acute and chronic care are included.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
5515.798828125
],
[
"name: SH.MED.PHYS.ZS;\ndisplay name: Physicians (per 1,000 people);\ndescription: Physicians include generalist and specialist medical practitioners.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
5477.111328125
],
[
"name: SH.MED.NUMW.P3;\ndisplay name: Nurses and midwives (per 1,000 people);\ndescription: Nurses and midwives include professional nurses, professional midwives, auxiliary nurses, auxiliary midwives, enrolled nurses, enrolled midwives and other associated personnel, such as dental nurses and primary care nurses.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
5403.583984375
]
]
},
"Node(name='transportation_infrastructure', examples=('bridge', 'all weather roads', 'railway lines', 'temporary roads', 'road rehabilitation', 'road repair', 'transportation infrastructure'))": {
"text": [
[
"name: SH.STA.TRAF.P5;\ndisplay name: Mortality caused by road traffic injury (per 100,000 population);\ndescription: Mortality caused by road traffic injury is estimated road traffic fatal injury deaths per 100,000 population.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
5118.0
],
[
"name: EN.CO2.TRAN.ZS;\ndisplay name: CO2 emissions from transport (% of total fuel combustion);\ndescription: CO2 emissions from transport contains emissions from the combustion of fuel for all transport activity, regardless of the sector, except for international marine bunkers and international aviation. This includes domestic aviation, domestic navigation, road, rail and pipeline transport, and corresponds to IPCC Source/Sink Category 1 A 3. In addition, the IEA data are not collected in a way that allows the autoproducer consumption to be split by specific end-use and therefore, autoproducers are shown as a separate item (Unallocated Autoproducers).;\nunit: % of total fuel combustion;\nunit description: % of total fuel combustion;",
1712.3895131086142
],
[
"name: ST.INT.TRNX.CD;\ndisplay name: International tourism, expenditures for passenger transport items (current US$);\ndescription: International tourism expenditures for passenger transport items are expenditures of international outbound visitors in other countries for all services provided during international transportation by nonresident carriers. Also included are passenger services performed within an economy by nonresident carriers. Excluded are passenger services provided to nonresidents by resident carriers within the resident economies; these are included in travel items. In addition to the services covered by passenger fares--including fares that are a part of package tours but excluding cruise fares, which are included in travel--passenger services include such items as charges for excess baggage, vehicles, or other personal accompanying effects and expenditures for food, drink, or other items for which passengers make expenditures while on board carriers. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
1712.3895131086142
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.2907878675662975
],
[
"name: SH.STA.TRAF.P5;\ndisplay name: Mortality caused by road traffic injury (per 100,000 population);\ndescription: Mortality caused by road traffic injury is estimated road traffic fatal injury deaths per 100,000 population.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
0.20462105802790037
],
[
"name: Human Habitat Adaptive Capacity Indicator 2: Paved roads;\ndisplay name: ;\ndescription: Paved roads;\nunit: NA;\nunit description: ;",
0.1857577927137094
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
3913.3916015625
],
[
"name: BM.GSR.TRAN.ZS;\ndisplay name: Transport services (% of service imports, BoP);\ndescription: 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).;\nunit: % of service imports, BoP;\nunit description: % of service imports, BoP;",
3900.513916015625
],
[
"name: BX.GSR.TRAN.ZS;\ndisplay name: Transport services (% of service exports, BoP);\ndescription: 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).;\nunit: % of service exports, BoP;\nunit description: % of service exports, BoP;",
3896.136962890625
]
]
},
"Node(name='communication_infrastructure', examples=('internet access service', 'cell-phone tower', 'cell tower', 'landline', 'phone line', 'telephone pole', 'telepole', 'communication infrastructure'))": {
"text": [
[
"name: IT.NET.USER.ZS;\ndisplay name: Individuals using the Internet (% of population);\ndescription: Internet users are individuals who have used the Internet (from any location) in the last 3 months. The Internet can be used via a computer, mobile phone, personal digital assistant, games machine, digital TV etc.;\nunit: % of population;\nunit description: % of population;",
4386.857142857143
],
[
"name: PopulationPer1kmResolution;\ndisplay name: Estimated Total Number of People Per Grid-Cell at a Resolution of 30 arc seconds (approx 1km at the equator);\ndescription: Estimated Total Number of People Per Grid-Cell at a Resolution 30 arc seconds (approx 1km at the equator)\u00a0(people);\nunit: people;\nunit description: people;",
3412.0
],
[
"name: burned_area__ha;\ndisplay name: Burned Area (Hectare);\ndescription: Burned Area in Hectare. Displays monthly burned area extent and date of burn based on differences in a burn-sensitive Vegetation Index derived from MODIS shortwave infrared surface reflectance bands.\r\nCAUTIONS:\r\nBurned areas in cropland should generally be treated as low confidence and may be under-reported due to the inherent difficulty in mapping agricultural burning reliably\u00a0see Hall et al. 2016 for more information (https://doi.org/10.1016/j.rse.2016.07.022)\r\n\r\nThe monthly products for August 2000 and June 2001 are heavily degraded due to extended Terra MODIS outages\r\n\r\nThe Aqua MODIS satellite experienced a failure of about two weeks starting August 16, 2020; loss of data in Africa, eastern Asia, Indonesia, and Ocean a are not expected to significantly degrade the MCD64A1 burned are product in these regions since the Terra MODIS continued to function normally\r\n\r\nA global accuracy assessment for burned areas found an overall accuracy of 97%, commission error (i.e., false positive) of 24%, omission error (i.e., false negative) rate of 37%, producer\u2019s accuracy of 63%, and user\u2019s accuracy of 76%; temporal accuracy was 44% for same-day fire detection, and 68% within two days. \r\n\r\nOverview\r\nThe MODIS Burned Area data product uses a multi-stage algorithm to classify individual 500-m grid cells as either burned or unburned over a single calendar month. For a single MODIS tile, the change-detection algorithm 1) produces composite imagery that summarizes persistent changes in the time series of a burn-sensitive vegetation index, 2) uses spatial and temporal active-fire information to guide the statistical characterization of burn-related and non-burn-related change, and 3) estimates a probabilistic threshold to identify grid cells containing burned areas. One month of daily observations before and after the mapping period are required to accommodate the moving windows employed in the change-detection process, so three consecutive months of observations are required to map one calendar month of burning. In addition to detecting the burned area extent, the data product also approximates the day of burning in each month for each 500-m grid cell based on active fire detections.\r\n\r\nCitation\r\nGiglio, L. et al. (2018). \u201cMonthly MODIS Burned Area Product (MCD64A1 v006).\u201d Accessed on 27/12/2021 from Global Forest Watch.;\nunit: ha;\nunit description: hectares;",
1706.0
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.31011248623468324
],
[
"name: Social Readiness Indicator 2: Information Communication Technology (ICT) infrastructure;\ndisplay name: ;\ndescription: Information Communication Technology (ICT) infrastructure;\nunit: NA;\nunit description: ;",
0.3002253254836188
],
[
"name: IT.NET.USER.ZS;\ndisplay name: Individuals using the Internet (% of population);\ndescription: Internet users are individuals who have used the Internet (from any location) in the last 3 months. The Internet can be used via a computer, mobile phone, personal digital assistant, games machine, digital TV etc.;\nunit: % of population;\nunit description: % of population;",
0.22188912884561257
]
],
"bert": [
[
"name: IT.MLT.MAIN;\ndisplay name: Fixed telephone subscriptions;\ndescription: Fixed telephone subscriptions refers to the sum of active number of analogue fixed telephone lines, voice-over-IP (VoIP) subscriptions, fixed wireless local loop (WLL) subscriptions, ISDN voice-channel equivalents and fixed public payphones.;\nunit: NA;\nunit description: NA;",
5897.32666015625
],
[
"name: IT.NET.BBND.P2;\ndisplay name: Fixed broadband subscriptions (per 100 people);\ndescription: Fixed broadband subscriptions refers to fixed subscriptions to high-speed access to the public Internet (a TCP/IP connection), at downstream speeds equal to, or greater than, 256 kbit/s. This includes cable modem, DSL, fiber-to-the-home/building, other fixed (wired)-broadband subscriptions, satellite broadband and terrestrial fixed wireless broadband. This total is measured irrespective of the method of payment. It excludes subscriptions that have access to data communications (including the Internet) via mobile-cellular networks. It should include fixed WiMAX and any other fixed wireless technologies. It includes both residential subscriptions and subscriptions for organizations.;\nunit: per 100 people;\nunit description: per 100 people;",
5796.1474609375
],
[
"name: IT.NET.BBND;\ndisplay name: Fixed broadband subscriptions;\ndescription: Fixed broadband subscriptions refers to fixed subscriptions to high-speed access to the public Internet (a TCP/IP connection), at downstream speeds equal to, or greater than, 256 kbit/s. This includes cable modem, DSL, fiber-to-the-home/building, other fixed (wired)-broadband subscriptions, satellite broadband and terrestrial fixed wireless broadband. This total is measured irrespective of the method of payment. It excludes subscriptions that have access to data communications (including the Internet) via mobile-cellular networks. It should include fixed WiMAX and any other fixed wireless technologies. It includes both residential subscriptions and subscriptions for organizations.;\nunit: NA;\nunit description: NA;",
5745.36279296875
]
]
},
"Node(name='energy_infrastructure', examples=('dam', 'electricity grid', 'electric grid', 'power grid', 'micro-grid', 'solar panel', 'wind turbine', 'wind farm', 'solar farm', 'energy infrastructure'))": {
"text": [
[
"name: burned_area__ha;\ndisplay name: Burned Area (Hectare);\ndescription: Burned Area in Hectare. Displays monthly burned area extent and date of burn based on differences in a burn-sensitive Vegetation Index derived from MODIS shortwave infrared surface reflectance bands.\r\nCAUTIONS:\r\nBurned areas in cropland should generally be treated as low confidence and may be under-reported due to the inherent difficulty in mapping agricultural burning reliably\u00a0see Hall et al. 2016 for more information (https://doi.org/10.1016/j.rse.2016.07.022)\r\n\r\nThe monthly products for August 2000 and June 2001 are heavily degraded due to extended Terra MODIS outages\r\n\r\nThe Aqua MODIS satellite experienced a failure of about two weeks starting August 16, 2020; loss of data in Africa, eastern Asia, Indonesia, and Ocean a are not expected to significantly degrade the MCD64A1 burned are product in these regions since the Terra MODIS continued to function normally\r\n\r\nA global accuracy assessment for burned areas found an overall accuracy of 97%, commission error (i.e., false positive) of 24%, omission error (i.e., false negative) rate of 37%, producer\u2019s accuracy of 63%, and user\u2019s accuracy of 76%; temporal accuracy was 44% for same-day fire detection, and 68% within two days. \r\n\r\nOverview\r\nThe MODIS Burned Area data product uses a multi-stage algorithm to classify individual 500-m grid cells as either burned or unburned over a single calendar month. For a single MODIS tile, the change-detection algorithm 1) produces composite imagery that summarizes persistent changes in the time series of a burn-sensitive vegetation index, 2) uses spatial and temporal active-fire information to guide the statistical characterization of burn-related and non-burn-related change, and 3) estimates a probabilistic threshold to identify grid cells containing burned areas. One month of daily observations before and after the mapping period are required to accommodate the moving windows employed in the change-detection process, so three consecutive months of observations are required to map one calendar month of burning. In addition to detecting the burned area extent, the data product also approximates the day of burning in each month for each 500-m grid cell based on active fire detections.\r\n\r\nCitation\r\nGiglio, L. et al. (2018). \u201cMonthly MODIS Burned Area Product (MCD64A1 v006).\u201d Accessed on 27/12/2021 from Global Forest Watch.;\nunit: ha;\nunit description: hectares;",
10236.0
],
[
"name: PopulationPer1kmResolution;\ndisplay name: Estimated Total Number of People Per Grid-Cell at a Resolution of 30 arc seconds (approx 1km at the equator);\ndescription: Estimated Total Number of People Per Grid-Cell at a Resolution 30 arc seconds (approx 1km at the equator)\u00a0(people);\nunit: people;\nunit description: people;",
6824.0
],
[
"name: Water Adaptive Capacity Indicator 1:Dam capacity;\ndisplay name: Water Adaptive Capacity Indicator 1: Dam capacity;\ndescription: Dam capacity;\nunit: NA;\nunit description: ;",
5118.0
]
],
"sklearn": [
[
"name: infrastructure;\ndisplay name: ;\ndescription: Infrastructure indicator;\nunit: NA;\nunit description: ;",
0.22260805344622503
],
[
"name: PopulationPer1kmResolution;\ndisplay name: Estimated Total Number of People Per Grid-Cell at a Resolution of 30 arc seconds (approx 1km at the equator);\ndescription: Estimated Total Number of People Per Grid-Cell at a Resolution 30 arc seconds (approx 1km at the equator)\u00a0(people);\nunit: people;\nunit description: people;",
0.2092715458102813
],
[
"name: EG.USE.COMM.CL.ZS;\ndisplay name: Alternative and nuclear energy (% of total energy use);\ndescription: Clean energy is noncarbohydrate energy that does not produce carbon dioxide when generated. It includes hydropower and nuclear, geothermal, and solar power, among others.;\nunit: % of total energy use;\nunit description: % of total energy use;",
0.19964418310219206
]
],
"bert": [
[
"name: EG.ELC.RNWX.KH;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (kWh);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: kWh;\nunit description: kWh;",
5661.474609375
],
[
"name: EG.ELC.RNWX.ZS;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (% of total);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: % of total;\nunit description: % of total;",
5657.3212890625
],
[
"name: EG.ELC.HYRO.ZS;\ndisplay name: Electricity production from hydroelectric sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Hydropower refers to electricity produced by hydroelectric power plants.;\nunit: % of total;\nunit description: % of total;",
5602.69287109375
]
]
},
"Node(name='train', examples=())": {
"text": [
[
"name: IS.RRS.TOTL.KM;\ndisplay name: Rail lines (total route-km);\ndescription: Rail lines are the length of railway route available for train service, irrespective of the number of parallel tracks.;\nunit: total route-km;\nunit description: total route-km;",
1706.0
]
],
"sklearn": [
[
"name: IS.RRS.TOTL.KM;\ndisplay name: Rail lines (total route-km);\ndescription: Rail lines are the length of railway route available for train service, irrespective of the number of parallel tracks.;\nunit: total route-km;\nunit description: total route-km;",
0.16465592661589723
]
],
"bert": [
[
"name: food;\ndisplay name: ;\ndescription: Food indicator;\nunit: NA;\nunit description: ;",
201.09014892578125
],
[
"name: capacity;\ndisplay name: ;\ndescription: Capacity indicator;\nunit: NA;\nunit description: ;",
199.5108642578125
],
[
"name: sensitivity;\ndisplay name: ;\ndescription: Sensitivity indicator;\nunit: NA;\nunit description: ;",
199.24505615234375
]
]
},
"Node(name='agriculture_training', examples=())": {
"text": [
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
236.94444444444443
],
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
142.16666666666666
],
[
"name: SL.UEM.NEET.FE.ZS;\ndisplay name: Share of youth not in education, employment or training, female (% of female youth population);\ndescription: Share of youth not in education, employment or training (NEET) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups.;\nunit: % of female youth population;\nunit description: % of female youth population;",
142.16666666666666
]
],
"sklearn": [
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
0.3176085765434643
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.24606069654773138
],
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
0.22403911474933746
]
],
"bert": [
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
465.1783447265625
],
[
"name: food;\ndisplay name: ;\ndescription: Food indicator;\nunit: NA;\nunit description: ;",
451.50384521484375
],
[
"name: Food Exposure Indicator 1: Projected change of agricultural cereal yield;\ndisplay name: ;\ndescription: Projected change of agricultural cereal yield;\nunit: NA;\nunit description: ;",
451.41754150390625
]
]
},
"Node(name='production_practices', examples=())": {
"text": [
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
853.0
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
853.0
],
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
71.08333333333333
]
],
"sklearn": [
[
"name: NY.GDP.PETR.RT.ZS;\ndisplay name: Oil rents (% of GDP);\ndescription: Oil rents are the difference between the value of crude oil production at regional prices and total costs of production.;\nunit: % of GDP;\nunit description: % of GDP;",
0.11061234280726509
],
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.10983785773515699
],
[
"name: NY.GDP.NGAS.RT.ZS;\ndisplay name: Natural gas rents (% of GDP);\ndescription: Natural gas rents are the difference between the value of natural gas production at regional prices and total costs of production.;\nunit: % of GDP;\nunit description: % of GDP;",
0.10764629752772086
]
],
"bert": [
[
"name: Governance Readiness Indicator: Regulatory quality;\ndisplay name: ;\ndescription: Regulatory quality;\nunit: NA;\nunit description: ;",
545.359619140625
],
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
539.5814208984375
],
[
"name: governance;\ndisplay name: ;\ndescription: Governance indicator;\nunit: NA;\nunit description: ;",
538.717529296875
]
]
},
"Node(name='planting_training', examples=('cover cropping', 'composting', 'planting practices', 'training'))": {
"text": [
[
"name: umd_tree_cover_loss__ha;\ndisplay name: Tree Cover Loss in Hectare (ha);\ndescription: Tree Cover Loss in Hectare (ha): Tree cover loss is defined as stand level replacement of vegetation greater than 5 meters. The tree cover loss data set is a collaboration of the University of Maryland, Google, USGS, and NASA, and uses Landsat satellite images to map annual tree cover loss at a 30 \u00d7 30 meter resolution.\r\n\r\nNote that \u201ctree cover loss\u201d is not the same as \u201cdeforestation\u201d \u2013 tree cover loss includes change in both natural and planted forest, and does not need to be human caused. The data from 2011 onward were produced with an updated methodology that may capture additional loss. Comparisons between the original 2001-2010 data and future years should be performed with caution.\r\n\r\n\"The Tree Cover Canaopy (TCC) Density is assumed to be >30%. TCC density represents the estimated percent of a pixel that was covered by tree canopy in the year 2000, as determined from the analysis of satellite imagery. For the tree cover loss data, TCC density therefore corresponds to the density of tree cover before loss occurred. For example, if you select 25% as the minimum TCC density, you will only see tree cover loss pixels for which the original tree cover density was greater than 25%.\r\n\r\nAdjustments to the minimum TCC density only affect the tree cover and tree cover loss data layers. This feature does not pertain to Hansen/UMD/Google/USGS/NASA tree cover gain or to other GFW data layers or statistics. Tree cover gain is displayed with a set minimum TCC density greater than 50%.;\nunit: ha;\nunit description: hectares;",
1240.7272727272727
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
853.0
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
853.0
]
],
"sklearn": [
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.24764139035885882
],
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
0.22547834192825447
],
[
"name: SL.UEM.NEET.ZS;\ndisplay name: Share of youth not in education, employment or training, total (% of youth population);\ndescription: Share of youth not in education, employment or training (NEET) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups.;\nunit: % of youth population;\nunit description: % of youth population;",
0.2129333640171147
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
2883.6474609375
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
2881.44482421875
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
2794.630859375
]
]
},
"Node(name='pest_weed_control', examples=('training IPM practices', 'training integrated pest management', 'training pest control', 'weed control'))": {
"text": [
[
"name: VC.IDP.TOCV;\ndisplay name: Internally displaced persons, total displaced by conflict and violence (number of people);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \u201cPeople displaced\u201d refers to the number of people living in displacement as of the end of each year, and reflects the stock of people displaced at the end of the previous year, plus inflows of new cases arriving over the year as well as births over the year to those displaced, minus outflows which may include returnees, those who settled elsewhere, those who integrated locally, those who travelled over borders, and deaths.;\nunit: number of people;\nunit description: number of people;",
1706.0
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
853.0
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
853.0
]
],
"sklearn": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
0.3758597339707094
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.1956277280249938
],
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
0.17811972258089528
]
],
"bert": [
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
3997.6484375
],
[
"name: EN.ATM.NOXE.AG.ZS;\ndisplay name: Agricultural nitrous oxide emissions (% of total);\ndescription: Agricultural nitrous oxide emissions are emissions produced through fertilizer use (synthetic and animal manure), animal waste management, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
3914.4228515625
],
[
"name: Health Exposure Indicator 2: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\ndisplay name: ;\ndescription: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\nunit: NA;\nunit description: ;",
3814.94287109375
]
]
},
"Node(name='post_harvest_practices', examples=('training storage', 'training processing', 'training packaging', 'training safety and hygiene', 'certifications', 'ISO', 'FDA', 'workplace safety', 'post-harvest practices'))": {
"text": [
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
5124.555235350625
],
[
"name: per_sa_allsa.ben_q1_tot;\ndisplay name: Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits);\ndescription: Benefit incidence of social safety net programs to poorest quintile shows the percentage of total social safety net benefits received by the poorest 20% of the population. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total safety net benefits;\nunit description: % of total safety net benefits;",
2187.6608156492885
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
1722.388088376561
]
],
"sklearn": [
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.18682087545649728
],
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
0.17010105287518243
],
[
"name: SL.UEM.NEET.ZS;\ndisplay name: Share of youth not in education, employment or training, total (% of youth population);\ndescription: Share of youth not in education, employment or training (NEET) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups.;\nunit: % of youth population;\nunit description: % of youth population;",
0.1606371108720087
]
],
"bert": [
[
"name: IC.EXP.TMBC;\ndisplay name: Time to export, border compliance (hours);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: hours;\nunit description: hours;",
6166.60107421875
],
[
"name: IC.IMP.TMBC;\ndisplay name: Time to import, border compliance (hours);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: hours;\nunit description: hours;",
6149.7255859375
],
[
"name: IC.REG.PROC;\ndisplay name: Start-up procedures to register a business (number);\ndescription: Start-up procedures are those required to start a business, including interactions to obtain necessary permits and licenses and to complete all inscriptions, verifications, and notifications to start operations. Data are for businesses with specific characteristics of ownership, size, and type of production.;\nunit: number;\nunit description: number;",
6096.9052734375
]
]
},
"Node(name='agriculture_information', examples=(\"farmer's almanac\", 'weather information', 'national weather service meteorological met', 'agriculture information'))": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
2427.6128755029495
],
[
"name: IQ.SPI.PIL4;\ndisplay name: Statistical performance indicators (SPI): Pillar 4 data sources score (scale 0-100);\ndescription: The data sources overall score is a composity measure of whether countries have data available from the following sources: Censuses and surveys, administrative data, geospatial data, and private sector/citizen generated data. The data sources (input) pillar is segmented by four types of sources generated by (i) the statistical office (censuses and surveys), and sources accessed from elsewhere such as (ii) administrative data, (iii) geospatial data, and (iv) private sector data and citizen generated data. The appropriate balance between these source types will vary depending on a country\u2019s institutional setting and the maturity of its statistical system. High scores should reflect the extent to which the sources being utilized enable the necessary statistical indicators to be generated. For example, a low score on environment statistics (in the data production pillar) may reflect a lack of use of (and low score for) geospatial data (in the data sources pillar). This type of linkage is inherent in the data cycle approach and can help highlight areas for investment required if country needs are to be met.;\nunit: scale 0-100;\nunit description: scale 0-100;",
1710.5983827493262
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: ;",
1137.3333333333333
]
],
"sklearn": [
[
"name: BX.GSR.CCIS.ZS;\ndisplay name: ICT service exports (% of service exports, BoP);\ndescription: Information and communication technology service exports include computer and communications services (telecommunications and postal and courier services) and information services (computer data and news-related service transactions).;\nunit: % of service exports, BoP;\nunit description: % of service exports, BoP;",
0.20459346177207133
],
[
"name: Social Readiness Indicator 2: Information Communication Technology (ICT) infrastructure;\ndisplay name: ;\ndescription: Information Communication Technology (ICT) infrastructure;\nunit: NA;\nunit description: ;",
0.20403149143842156
],
[
"name: IC.CRD.INFO.XQ;\ndisplay name: Depth of credit information index (0=low to 8=high);\ndescription: Depth of credit information index measures rules affecting the scope, accessibility, and quality of credit information available through public or private credit registries. The index ranges from 0 to 8, with higher values indicating the availability of more credit information, from either a public registry or a private bureau, to facilitate lending decisions.;\nunit: 0=low to 8=high;\nunit description: 0=low to 8=high;",
0.196312297599946
]
],
"bert": [
[
"name: Food Exposure Indicator 1: Projected change of agricultural cereal yield;\ndisplay name: ;\ndescription: Projected change of agricultural cereal yield;\nunit: NA;\nunit description: ;",
3665.5693359375
],
[
"name: Water Exposure Indicator 1: Projected change of annual runoff;\ndisplay name: ;\ndescription: Projected change of annual runoff;\nunit: NA;\nunit description: ;",
3644.100341796875
],
[
"name: Data_long_term_Average;\ndisplay name: RS-Based Estimated Precipitation Long Term Average (mm);\ndescription: RS-Based Estimated Precipitation Long Term Average in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
3620.275146484375
]
]
},
"Node(name='medical_training', examples=())": {
"text": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
1137.3333333333333
],
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
1137.3333333333333
],
[
"name: SH.MED.PHYS.ZS;\ndisplay name: Physicians (per 1,000 people);\ndescription: Physicians include generalist and specialist medical practitioners.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
568.6666666666666
]
],
"sklearn": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
0.4971282401862159
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.19236085323121402
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.19179572090563726
]
],
"bert": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
490.6408386230469
],
[
"name: SH.MED.PHYS.ZS;\ndisplay name: Physicians (per 1,000 people);\ndescription: Physicians include generalist and specialist medical practitioners.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
483.43768310546875
],
[
"name: SE.SEC.ENRL.VO;\ndisplay name: Secondary education, vocational pupils;\ndescription: Secondary vocational pupils are the number of secondary students enrolled in technical and vocational education programs, including teacher training.;\nunit: NA;\nunit description: NA;",
471.75592041015625
]
]
},
"Node(name='assessment_and_triage_of_health_facilities', examples=('medical training', 'assessment of health facilities', 'triage of health facilities', 'evaluation community health workers', 'CHWs', 'medical capacity assessment'))": {
"text": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
2394.0762832217483
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
2293.322690495071
],
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
1526.0876620861295
]
],
"sklearn": [
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
0.36768381780861853
],
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
0.3479153251353277
],
[
"name: health;\ndisplay name: ;\ndescription: Health indicator;\nunit: NA;\nunit description: ;",
0.3413234379551487
]
],
"bert": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
5916.912109375
],
[
"name: SH.MED.NUMW.P3;\ndisplay name: Nurses and midwives (per 1,000 people);\ndescription: Nurses and midwives include professional nurses, professional midwives, auxiliary nurses, auxiliary midwives, enrolled nurses, enrolled midwives and other associated personnel, such as dental nurses and primary care nurses.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
5894.83984375
],
[
"name: SH.MED.PHYS.ZS;\ndisplay name: Physicians (per 1,000 people);\ndescription: Physicians include generalist and specialist medical practitioners.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
5889.955078125
]
]
},
"Node(name='capacity_building_of_medical_staff', examples=('capacity building of medical staff', 'medical capacity building'))": {
"text": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
3577.0967741935483
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
3421.159731543624
],
[
"name: IQ.CPA.HRES.XQ;\ndisplay name: CPIA building human resources rating (1=low to 6=high);\ndescription: Building human resources assesses the national policies and public and private sector service delivery that affect the access to and quality of health and education services, including prevention and treatment of HIV/AIDS, tuberculosis, and malaria.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
1710.579865771812
]
],
"sklearn": [
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
0.46086770610613403
],
[
"name: capacity;\ndisplay name: ;\ndescription: Capacity indicator;\nunit: NA;\nunit description: ;",
0.36918121867146036
],
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
0.3237759732566192
]
],
"bert": [
[
"name: SH.MED.PHYS.ZS;\ndisplay name: Physicians (per 1,000 people);\ndescription: Physicians include generalist and specialist medical practitioners.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
3006.870361328125
],
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
2952.46435546875
],
[
"name: SH.MED.NUMW.P3;\ndisplay name: Nurses and midwives (per 1,000 people);\ndescription: Nurses and midwives include professional nurses, professional midwives, auxiliary nurses, auxiliary midwives, enrolled nurses, enrolled midwives and other associated personnel, such as dental nurses and primary care nurses.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
2884.349609375
]
]
},
"Node(name='human_rights_training', examples=('human rights training',))": {
"text": [
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
1109.3344651952461
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
1109.3344651952461
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
473.88888888888886
]
],
"sklearn": [
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: ;",
0.39858671076536567
],
[
"name: P3: Human Rights;\ndisplay name: P3: Human Rights;\ndescription: P3: Human Rights - the human rights and rule of law indicator considers the relationship between the state and its population insofar as fundamental human rights are protected and freedoms are observed and respected. the indicator looks at whether there is widespread abuse of legal, political and social rights, including those of individuals, groups and institutions (e.g. harassment of the press, politicization of the judiciary, internal use of military for political ends, repression of political opponents). the indicator also considers outbreaks of politically inspired (as opposed to criminal) violence perpetrated against civilians. it also looks at factors such as denial of due process consistent with international norms and practices for political prisoners or dissidents, and whether there is current or emerging authoritarian, dictatorial or military rule in which constitutional and democratic institutions and processes are suspended or manipulated.;\nunit: number;\nunit description: number;",
0.39770114069921014
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.19472480837713488
]
],
"bert": [
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
1135.859375
],
[
"name: Refugees under UNHCR's mandate;\ndisplay name: Refugees Under UNHCR's Mandate;\ndescription: Refugees Under UNHCR's Mandate;\nunit: people;\nunit description: people;",
1135.859375
],
[
"name: IDPs of concern to UNHCR;\ndisplay name: IDPs of Concern to UNHCR;\ndescription: IDPs of Concern to UNHCR;\nunit: people;\nunit description: people;",
1118.4951171875
]
]
},
"Node(name='financial_management', examples=('provision of credit', 'training for income generation', 'training credit provision', 'income generation training', 'financial management'))": {
"text": [
[
"name: EN.CO2.ETOT.ZS;\ndisplay name: CO2 emissions from electricity and heat production, total (% of total fuel combustion);\ndescription: CO2 emissions from electricity and heat production is the sum of three IEA categories of CO2 emissions: (1) Main Activity Producer Electricity and Heat which contains the sum of emissions from main activity producer electricity generation, combined heat and power generation and heat plants. Main activity producers (formerly known as public utilities) are defined as those undertakings whose primary activity is to supply the public. They may be publicly or privately owned. This corresponds to IPCC Source/Sink Category 1 A 1 a. For the CO2 emissions from fuel combustion (summary) file, emissions from own on-site use of fuel in power plants (EPOWERPLT) are also included. (2) Unallocated Autoproducers which contains the emissions from the generation of electricity and/or heat by autoproducers. Autoproducers are defined as undertakings that generate electricity and/or heat, wholly or partly for their own use as an activity which supports their primary activity. They may be privately or publicly owned. In the 1996 IPCC Guidelines, these emissions would normally be distributed between industry, transport and \"other\" sectors. (3) Other Energy Industries contains emissions from fuel combusted in petroleum refineries, for the manufacture of solid fuels, coal mining, oil and gas extraction and other energy-producing industries. This corresponds to the IPCC Source/Sink Categories 1 A 1 b and 1 A 1 c. According to the 1996 IPCC Guidelines, emissions from coke inputs to blast furnaces can either be counted here or in the Industrial Processes source/sink category. Within detailed sectoral calculations, certain non-energy processes can be distinguished. In the reduction of iron in a blast furnace through the combustion of coke, the primary purpose of the coke oxidation is to produce pig iron and the emissions can be considered as an industrial process. Care must be taken not to double count these emissions in both Energy and Industrial Processes. In the IEA estimations, these emissions have been included in this category.;\nunit: % of total fuel combustion;\nunit description: % of total fuel combustion;",
3434.563735246471
],
[
"name: Infrastructure Exposure Indicator 1: Projected change of hydropower generation capacity;\ndisplay name: ;\ndescription: Projected change of hydropower generation capacity;\nunit: NA;\nunit description: ;",
2276.9565995525727
],
[
"name: IE.PPI.ENGY.CD;\ndisplay name: Investment in energy with private participation (current US$);\ndescription: Investment in energy projects with private participation refers to commitments to infrastructure projects in energy (electricity and natural gas: generation, transmission and distribution) that have reached financial closure and directly or indirectly serve the public. Movable assets and small projects such as windmills are excluded. The types of projects included are management and lease contracts, operations and management contracts with major capital expenditure, greenfield projects (in which a private entity or a public-private joint venture builds and operates a new facility), and divestitures. Investment commitments are the sum of investments in facilities and investments in government assets. Investments in facilities are the resources the project company commits to invest during the contract period either in new facilities or in expansion and modernization of existing facilities. Investments in government assets are the resources the project company spends on acquiring government assets such as state-owned enterprises, rights to provide services in a specific area, or the use of specific radio spectrums. Data is presented based on investment year. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
1409.1113944000213
]
],
"sklearn": [
[
"name: Infrastructure Exposure Indicator 1: Projected change of hydropower generation capacity;\ndisplay name: ;\ndescription: Projected change of hydropower generation capacity;\nunit: NA;\nunit description: ;",
0.24986798467632707
],
[
"name: FS.AST.DOMS.GD.ZS;\ndisplay name: Domestic credit provided by financial sector (% of GDP);\ndescription: Domestic credit provided by the financial sector includes all credit to various sectors on a gross basis, with the exception of credit to the central government, which is net. The financial sector includes monetary authorities and deposit money banks, as well as other financial corporations where data are available (including corporations that do not accept transferable deposits but do incur such liabilities as time and savings deposits). Examples of other financial corporations are finance and leasing companies, money lenders, insurance corporations, pension funds, and foreign exchange companies.;\nunit: % of GDP;\nunit description: % of GDP;",
0.20902660784153435
],
[
"name: IC.CRD.INFO.XQ;\ndisplay name: Depth of credit information index (0=low to 8=high);\ndescription: Depth of credit information index measures rules affecting the scope, accessibility, and quality of credit information available through public or private credit registries. The index ranges from 0 to 8, with higher values indicating the availability of more credit information, from either a public registry or a private bureau, to facilitate lending decisions.;\nunit: 0=low to 8=high;\nunit description: 0=low to 8=high;",
0.17768638232654413
]
],
"bert": [
[
"name: FI.RES.TOTL.DT.ZS;\ndisplay name: Total reserves (% of total external debt);\ndescription: International reserves to total external debt stocks.;\nunit: % of total external debt;\nunit description: % of total external debt;",
4149.99462890625
],
[
"name: NY.ADJ.AEDU.GN.ZS;\ndisplay name: Adjusted savings: education expenditure (% of GNI);\ndescription: Education expenditure refers to the current operating expenditures in education, including wages and salaries and excluding capital investments in buildings and equipment.;\nunit: % of GNI;\nunit description: % of GNI;",
4117.9248046875
],
[
"name: GC.XPN.INTP.RV.ZS;\ndisplay name: Interest payments (% of revenue);\ndescription: Interest payments include interest payments on government debt--including long-term bonds, long-term loans, and other debt instruments--to domestic and foreign residents.;\nunit: % of revenue;\nunit description: % of revenue;",
4109.49658203125
]
]
},
"Node(name='education_systems', examples=('provision of non-formal education', 'training community sourced temporary teachers', 'education systems', 'capacity building of educational staff', 'training education capacity building'))": {
"text": [
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
1572.9930648769578
],
[
"name: IQ.CPA.HRES.XQ;\ndisplay name: CPIA building human resources rating (1=low to 6=high);\ndescription: Building human resources assesses the national policies and public and private sector service delivery that affect the access to and quality of health and education services, including prevention and treatment of HIV/AIDS, tuberculosis, and malaria.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
1184.0366558952687
],
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
819.8679351305749
]
],
"sklearn": [
[
"name: capacity;\ndisplay name: ;\ndescription: Capacity indicator;\nunit: NA;\nunit description: ;",
0.28123151615885383
],
[
"name: SL.TLF.ADVN.ZS;\ndisplay name: Labor force with advanced education (% of total working-age population with advanced education);\ndescription: The ratio of the labor force with advanced education to the working-age population with advanced education. Advanced education comprises short-cycle tertiary education, a bachelor\u2019s degree or equivalent education level, a master\u2019s degree or equivalent education level, or doctoral degree or equivalent education level according to the International Standard Classification of Education 2011 (ISCED 2011).;\nunit: % of total working-age population with advanced education;\nunit description: % of total working-age population with advanced education;",
0.26222517950193924
],
[
"name: SL.TLF.ADVN.FE.ZS;\ndisplay name: Labor force with advanced education, female (% of female working-age population with advanced education);\ndescription: The ratio of the labor force with advanced education to the working-age population with advanced education. Advanced education comprises short-cycle tertiary education, a bachelor\u2019s degree or equivalent education level, a master\u2019s degree or equivalent education level, or doctoral degree or equivalent education level according to the International Standard Classification of Education 2011 (ISCED 2011).;\nunit: % of female working-age population with advanced education;\nunit description: % of female working-age population with advanced education;",
0.25841762703631
]
],
"bert": [
[
"name: SE.SEC.TCAQ.ZS;\ndisplay name: Trained teachers in secondary education (% of total teachers);\ndescription: Trained teachers in secondary education are the percentage of secondary school teachers who have received the minimum organized teacher training (pre-service or in-service) required for teaching in a given country.;\nunit: % of total teachers;\nunit description: % of total teachers;",
5532.61474609375
],
[
"name: SE.SEC.TCHR;\ndisplay name: Secondary education, teachers;\ndescription: Secondary education teachers includes full-time and part-time teachers.;\nunit: NA;\nunit description: NA;",
5527.2734375
],
[
"name: SE.PRM.TCAQ.MA.ZS;\ndisplay name: Trained teachers in primary education, male (% of male teachers);\ndescription: Trained teachers in primary education are the percentage of primary school teachers who have received the minimum organized teacher training (pre-service or in-service) required for teaching in a given country.;\nunit: % of male teachers;\nunit description: % of male teachers;",
5516.10205078125
]
]
},
"Node(name='public_health_campaigns', examples=('behavior change campaign', 'behaviour change campaign', 'public health information', 'hygiene promotion', 'health information campaign', 'health promotors', 'health promotion', 'public health campaigns'))": {
"text": [
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
5118.0
],
[
"name: SH.XPD.GHED.CH.ZS;\ndisplay name: Domestic general government health expenditure (% of current health expenditure);\ndescription: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.;\nunit: % of current health expenditure;\nunit description: % of current health expenditure;",
948.4431768319439
],
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
772.5283018867925
]
],
"sklearn": [
[
"name: health;\ndisplay name: ;\ndescription: Health indicator;\nunit: NA;\nunit description: ;",
0.5530694142958797
],
[
"name: SH.XPD.GHED.CH.ZS;\ndisplay name: Domestic general government health expenditure (% of current health expenditure);\ndescription: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.;\nunit: % of current health expenditure;\nunit description: % of current health expenditure;",
0.46706076798903334
],
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
0.35944137692256517
]
],
"bert": [
[
"name: SH.XPD.GHED.CH.ZS;\ndisplay name: Domestic general government health expenditure (% of current health expenditure);\ndescription: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.;\nunit: % of current health expenditure;\nunit description: % of current health expenditure;",
6224.1484375
],
[
"name: SH.UHC.SRVS.CV.XD;\ndisplay name: UHC service coverage index;\ndescription: Coverage index for essential health services (based on tracer interventions that include reproductive, maternal, newborn and child health, infectious diseases, noncommunicable diseases and service capacity and access). It is presented on a scale of 0 to 100.;\nunit: NA;\nunit description: NA;",
6154.138671875
],
[
"name: SH.XPD.GHED.GD.ZS;\ndisplay name: Domestic general government health expenditure (% of GDP);\ndescription: Public expenditure on health from domestic sources as a share of the economy as measured by GDP.;\nunit: % of GDP;\nunit description: % of GDP;",
6117.1787109375
]
]
},
"Node(name='public_safety_campaigns', examples=('explosive hazards campaign', 'public safety campaigns'))": {
"text": [
[
"name: per_sa_allsa.ben_q1_tot;\ndisplay name: Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits);\ndescription: Benefit incidence of social safety net programs to poorest quintile shows the percentage of total social safety net benefits received by the poorest 20% of the population. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total safety net benefits;\nunit description: % of total safety net benefits;",
2197.722339675828
],
[
"name: per_sa_allsa.adq_pop_tot;\ndisplay name: Adequacy of social safety net programs (% of total welfare of beneficiary households);\ndescription: Adequacy of social safety net programs is measured by the total transfer amount received by the population participating in social safety net programs as a share of their total welfare. Welfare is defined as the total income or total expenditure of beneficiary households. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total welfare of beneficiary households;\nunit description: % of total welfare of beneficiary households;",
1267.1768851303734
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
1137.3333333333333
]
],
"sklearn": [
[
"name: per_sa_allsa.ben_q1_tot;\ndisplay name: Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits);\ndescription: Benefit incidence of social safety net programs to poorest quintile shows the percentage of total social safety net benefits received by the poorest 20% of the population. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total safety net benefits;\nunit description: % of total safety net benefits;",
0.35305094183918123
],
[
"name: per_sa_allsa.adq_pop_tot;\ndisplay name: Adequacy of social safety net programs (% of total welfare of beneficiary households);\ndescription: Adequacy of social safety net programs is measured by the total transfer amount received by the population participating in social safety net programs as a share of their total welfare. Welfare is defined as the total income or total expenditure of beneficiary households. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total welfare of beneficiary households;\nunit description: % of total welfare of beneficiary households;",
0.21291902442808708
],
[
"name: DT.DOD.DPPG.CD;\ndisplay name: External debt stocks, public and publicly guaranteed (PPG) (DOD, current US$);\ndescription: Public and publicly guaranteed debt comprises long-term external obligations of public debtors, including the national government, Public Corporations, State Owned Enterprises, Development Banks and Other Mixed Enterprises, political subdivisions (or an agency of either), autonomous public bodies, and external obligations of private debtors that are guaranteed for repayment by a public entity. Data are in current U.S. dollars.;\nunit: DOD, current US$;\nunit description: DOD, current US$;",
0.17817596930943239
]
],
"bert": [
[
"name: fatalities;\ndisplay name: ;\ndescription: Fatalities associated with event;\nunit: people;\nunit description: ;",
2138.59033203125
],
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
2129.11474609375
],
[
"name: Governance Readiness Indicator 1: Political stability and non-violence;\ndisplay name: ;\ndescription: Political stability and non-violence;\nunit: NA;\nunit description: ;",
2107.359375
]
]
},
"Node(name='emergency_preparedness_training', examples=())": {
"text": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
3412.0
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
236.94444444444443
],
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
142.16666666666666
]
],
"sklearn": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
0.4848620780720769
],
[
"name: Share of youth not in education, employment or training, total (% of youth population) - (SL.UEM.NEET.ZS);\ndisplay name: Share Of Youth Not In Education, Employment Or Training, Total (% Of Youth Population);\ndescription: share of youth not in education, employment or training, total (% of youth population); share of youth not in education, employment or training (neet) is the proportion of young people who are not in education, employment, or training to the population of the corresponding age group: youth (ages 15 to 24); persons ages 15 to 29; or both age groups. source: international labour organization, ilostat database. data retrieved on january 29, 2021.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
0.1515877720193378
],
[
"name: IC.FRM.TRNG.ZS;\ndisplay name: Firms offering formal training (% of firms);\ndescription: Firms offering formal training are the percentage of firms offering formal training programs for their permanent, full-time employees.;\nunit: % of firms;\nunit description: % of firms;",
0.13802119040758257
]
],
"bert": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
714.3822021484375
],
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
671.569091796875
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
669.7159423828125
]
]
},
"Node(name='surveillance_system_strengthening', examples=('surveillance system strengthening',))": {
"text": [
[
"name: EN.CLC.DRSK.XQ;\ndisplay name: Disaster risk reduction progress score (1-5 scale; 5=best);\ndescription: Disaster risk reduction progress score is an average of self-assessment scores, ranging from 1 to 5, submitted by countries under Priority 1 of the Hyogo Framework National Progress Reports. The Hyogo Framework is a global blueprint for disaster risk reduction efforts that was adopted by 168 countries in 2005. Assessments of \"Priority 1\" include four indicators that reflect the degree to which countries have prioritized disaster risk reduction and the strengthening of relevant institutions.;\nunit: 1-5 scale; 5=best;\nunit description: 1-5 scale; 5=best;",
3412.0
],
[
"name: IQ.SPI.PIL5;\ndisplay name: Statistical performance indicators (SPI): Pillar 5 data infrastructure score (scale 0-100);\ndescription: The data infrastructure pillar overall score measures the hard and soft infrastructure segments, itemizing essential cross cutting requirements for an effective statistical system. The segments are: (i) legislation and governance covering the existence of laws and a functioning institutional framework for the statistical system; (ii) standards and methods addressing compliance with recognized frameworks and concepts; (iii) skills including level of skills within the statistical system and among users (statistical literacy); (iv) partnerships reflecting the need for the statistical system to be inclusive and coherent; and (v) finance mobilized both domestically and from donors.;\nunit: scale 0-100;\nunit description: scale 0-100;",
401.4117647058824
],
[
"name: IP.IDS.NRCT;\ndisplay name: Industrial design applications, nonresident, by count;\ndescription: Industrial design applications are applications to register an industrial design with a national or regional Intellectual Property (IP) offices and designations received by relevant offices through the Hague System. Industrial designs are applied to a wide variety of industrial products and handicrafts. They refer to the ornamental or aesthetic aspects of a useful article, including compositions of lines or colors or any three-dimensional forms that give a special appearance to a product or handicraft. The holder of a registered industrial design has exclusive rights against unauthorized copying or imitation of the design by third parties. Industrial design registrations are valid for a limited period. The term of protection is usually 15 years for most jurisdictions. However, differences in legislation do exist, notably in China (which provides for a 10-year term from the application date). Non-resident application refers to an application filed with the IP office of or acting on behalf of a state or jurisdiction in which the first-named applicant in the application is not domiciled. Design count is used to render application data for industrial applications across offices comparable, as some offices follow a single-class/single-design filing system while other have a multiple class/design filing system.;\nunit: NA;\nunit description: NA;",
301.05882352941177
]
],
"sklearn": [
[
"name: IQ.SPI.PIL5;\ndisplay name: Statistical performance indicators (SPI): Pillar 5 data infrastructure score (scale 0-100);\ndescription: The data infrastructure pillar overall score measures the hard and soft infrastructure segments, itemizing essential cross cutting requirements for an effective statistical system. The segments are: (i) legislation and governance covering the existence of laws and a functioning institutional framework for the statistical system; (ii) standards and methods addressing compliance with recognized frameworks and concepts; (iii) skills including level of skills within the statistical system and among users (statistical literacy); (iv) partnerships reflecting the need for the statistical system to be inclusive and coherent; and (v) finance mobilized both domestically and from donors.;\nunit: scale 0-100;\nunit description: scale 0-100;",
0.14662191397661753
],
[
"name: EN.CLC.DRSK.XQ;\ndisplay name: Disaster risk reduction progress score (1-5 scale; 5=best);\ndescription: Disaster risk reduction progress score is an average of self-assessment scores, ranging from 1 to 5, submitted by countries under Priority 1 of the Hyogo Framework National Progress Reports. The Hyogo Framework is a global blueprint for disaster risk reduction efforts that was adopted by 168 countries in 2005. Assessments of \"Priority 1\" include four indicators that reflect the degree to which countries have prioritized disaster risk reduction and the strengthening of relevant institutions.;\nunit: 1-5 scale; 5=best;\nunit description: 1-5 scale; 5=best;",
0.09400646993475902
],
[
"name: IP.TMK.NRCT;\ndisplay name: Trademark applications, nonresident, by count;\ndescription: Trademark applications filed are applications to register a trademark with a national or regional Intellectual Property (IP) offices and designations received by relevant offices through the Madrid System. A trademark is a distinctive sign which identifies certain goods or services as those produced or provided by a specific person or enterprise. A trademark provides protection to the owner of the mark by ensuring the exclusive right to use it to identify goods or services, or to authorize another to use it in return for payment. The period of protection varies, but a trademark can be renewed indefinitely beyond the time limit on payment of additional fees. Non-resident application refers to an application filed with the IP office of or acting on behalf of a state or jurisdiction in which the first-named applicant in the application is not domiciled. Class count is used to render application data for trademark applications across offices comparable, as some offices follow a single-class/single-design filing system while other have a multiple class/design filing system.;\nunit: NA;\nunit description: NA;",
0.07947327088995892
]
],
"bert": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
1372.5111083984375
],
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
1357.236328125
],
[
"name: Governance Readiness Indicator: Regulatory quality;\ndisplay name: ;\ndescription: Regulatory quality;\nunit: NA;\nunit description: ;",
1352.643798828125
]
]
},
"Node(name='humanitarian_certifications', examples=('SPHERE', 'core standards', 'humanitarian charter', 'humanitarian certifications'))": {
"text": [
[
"name: SM.POP.REFG;\ndisplay name: Refugee population by country or territory of asylum;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of asylum is the country where an asylum claim was filed and granted.;\nunit: NA;\nunit description: NA;",
511.79999999999995
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
511.79999999999995
],
[
"name: SM.POP.REFG;\ndisplay name: Refugee population by country or territory of asylum;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of asylum is the country where an asylum claim was filed and granted.;\nunit: NA;\nunit description: NA;",
511.79999999999995
]
],
"sklearn": [
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.07352057142029299
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.07352057142029299
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.07352057142029299
]
],
"bert": [
[
"name: Governance Readiness Indicator: Regulatory quality;\ndisplay name: ;\ndescription: Regulatory quality;\nunit: NA;\nunit description: ;",
2846.690673828125
],
[
"name: Ecosystem Services Adaptive Capacity Indicator 2: Engagement in international environmental conventions;\ndisplay name: ;\ndescription: Engagement in international environmental conventions;\nunit: NA;\nunit description: ;",
2831.94140625
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
2770.91845703125
]
]
},
"Node(name='secure', examples=())": {
"text": [
[
"name: IT.NET.SECR;\ndisplay name: Secure Internet servers;\ndescription: The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;\nunit: NA;\nunit description: NA;",
682.4
],
[
"name: IT.NET.SECR.P6;\ndisplay name: Secure Internet servers (per 1 million people);\ndescription: The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;\nunit: per 1 million people;\nunit description: per 1 million people;",
682.4
],
[
"name: IC.PRP.PROC;\ndisplay name: Procedures to register property (number);\ndescription: Number of procedures to register property is the number of procedures required for a businesses to secure rights to property.;\nunit: number;\nunit description: number;",
341.2
]
],
"sklearn": [
[
"name: IT.NET.SECR;\ndisplay name: Secure Internet servers;\ndescription: The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;\nunit: NA;\nunit description: NA;",
0.4495109540149091
],
[
"name: IT.NET.SECR.P6;\ndisplay name: Secure Internet servers (per 1 million people);\ndescription: The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;\nunit: per 1 million people;\nunit description: per 1 million people;",
0.3550885200900702
],
[
"name: IC.PRP.PROC;\ndisplay name: Procedures to register property (number);\ndescription: Number of procedures to register property is the number of procedures required for a businesses to secure rights to property.;\nunit: number;\nunit description: number;",
0.19615846517535712
]
],
"bert": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
231.96018981933594
],
[
"name: Name;\ndisplay name: ;\ndescription: Refugee Location Name;\nunit: none;\nunit description: ;",
230.77383422851562
],
[
"name: Governance Readiness Indicator: Rule of law;\ndisplay name: ;\ndescription: Rule of law;\nunit: NA;\nunit description: ;",
230.03192138671875
]
]
},
"Node(name='livelihood_protections', examples=('agricultural assets', 'cattle raid', 'supply chain', 'livelihood protections', 'defend livelihood', 'protect livelihood', 'stabilize livelihood', 'conserve livelihood', 'neutralize threat to livelihood', 'preserve livelihood', 'secure livelihood'))": {
"text": [
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
2562.766004415011
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
2562.766004415011
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
2562.766004415011
]
],
"sklearn": [
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.08656366548942276
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.08656366548942276
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.08656366548942276
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
7251.1845703125
],
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
7154.31103515625
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
7113.31494140625
]
]
},
"Node(name='community_security', examples=())": {
"text": [
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
775.4545454545455
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: ;",
448.9473684210526
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: number;",
448.9473684210526
]
],
"sklearn": [
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
0.39052870820926056
],
[
"name: Host Community Individuals;\ndisplay name: Host Community Individuals;\ndescription: Number of individuals in communities/villages hosting IDPs\r\n;\nunit: number of people;\nunit description: ;",
0.3234017338415309
],
[
"name: Host Community Households;\ndisplay name: Host Community Households;\ndescription: Number of households in communities/villages hosting IDPs\r\n;\nunit: number of households;\nunit description: ;",
0.3098509127944282
]
],
"bert": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
542.2640380859375
],
[
"name: Governance Readiness Indicator: Rule of law;\ndisplay name: ;\ndescription: Rule of law;\nunit: NA;\nunit description: ;",
540.406494140625
],
[
"name: governance;\ndisplay name: ;\ndescription: Governance indicator;\nunit: NA;\nunit description: ;",
532.479248046875
]
]
},
"Node(name='mine_clearance', examples=('mine clearance', 'demining', 'remove land mines', 'clear land mines', 'neutralize land mines'))": {
"text": [
[
"name: IC.CUS.DURS.EX;\ndisplay name: Average time to clear exports through customs (days);\ndescription: Average time to clear exports through customs is the average number of days to clear direct exports through customs.;\nunit: days;\nunit description: days;",
5118.0
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
1645.0714285714287
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
1370.892857142857
]
],
"sklearn": [
[
"name: AG.LND.ARBL.ZS;\ndisplay name: Arable land (% of land area);\ndescription: Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: % of land area;\nunit description: % of land area;",
0.5016033168761046
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
0.47256129724163837
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
0.42409860452242326
]
],
"bert": [
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
4050.03125
],
[
"name: MS.MIL.TOTL.P1;\ndisplay name: Armed forces personnel, total;\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces.;\nunit: NA;\nunit description: NA;",
4048.413330078125
],
[
"name: Incremental Impact: Agr. Area (sq km);\ndisplay name: Incremental Impact: Agr. Area (Sq Km);\ndescription: Incremental Impact: Agricultural Area (Sq Km);\nunit: sq km;\nunit description: square kilometers (area);",
3996.5390625
]
]
},
"Node(name='temporary_policing_services', examples=('temporary policing services', 'temporary police', 'temporary security services', 'security escort'))": {
"text": [
[
"name: P2: Public Services;\ndisplay name: P2: Public Services;\ndescription: P2: Public Services - the public services indicator refers to the presence of basic state functions that serve the people. on the one hand, this may include the provision of essential services, such as health, education, water and sanitation, transport infrastructure, electricity and power, and internet and connectivity. on the other hand, it may include the state's ability to protect its citizens, such as from terrorism and violence, through perceived effective policing. further, even where basic state functions and services are provided, the indicator further considers to whom - whether the state narrowly serves the ruling elites, such as security agencies, presidential staff, the central bank, or the diplomatic service, while failing to provide comparable levels of service to the general populace - such as rural versus urban populations. the indicator also considers the level and maintenance of general infrastructure to the extent that its absence would negatively affect the country's actual or potential development.;\nunit: number;\nunit description: ;",
1912.5499299579747
],
[
"name: P2: Public Services;\ndisplay name: P2: Public Services;\ndescription: P2: Public Services - the public services indicator refers to the presence of basic state functions that serve the people. on the one hand, this may include the provision of essential services, such as health, education, water and sanitation, transport infrastructure, electricity and power, and internet and connectivity. on the other hand, it may include the state's ability to protect its citizens, such as from terrorism and violence, through perceived effective policing. further, even where basic state functions and services are provided, the indicator further considers to whom - whether the state narrowly serves the ruling elites, such as security agencies, presidential staff, the central bank, or the diplomatic service, while failing to provide comparable levels of service to the general populace - such as rural versus urban populations. the indicator also considers the level and maintenance of general infrastructure to the extent that its absence would negatively affect the country's actual or potential development.;\nunit: number;\nunit description: number;",
1912.5499299579747
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: ;",
1141.6090225563908
]
],
"sklearn": [
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: ;",
0.16923043659580675
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: number;",
0.1690250092964306
],
[
"name: P2: Public Services;\ndisplay name: P2: Public Services;\ndescription: P2: Public Services - the public services indicator refers to the presence of basic state functions that serve the people. on the one hand, this may include the provision of essential services, such as health, education, water and sanitation, transport infrastructure, electricity and power, and internet and connectivity. on the other hand, it may include the state's ability to protect its citizens, such as from terrorism and violence, through perceived effective policing. further, even where basic state functions and services are provided, the indicator further considers to whom - whether the state narrowly serves the ruling elites, such as security agencies, presidential staff, the central bank, or the diplomatic service, while failing to provide comparable levels of service to the general populace - such as rural versus urban populations. the indicator also considers the level and maintenance of general infrastructure to the extent that its absence would negatively affect the country's actual or potential development.;\nunit: number;\nunit description: ;",
0.14594294823665754
]
],
"bert": [
[
"name: SH.MED.NUMW.P3;\ndisplay name: Nurses and midwives (per 1,000 people);\ndescription: Nurses and midwives include professional nurses, professional midwives, auxiliary nurses, auxiliary midwives, enrolled nurses, enrolled midwives and other associated personnel, such as dental nurses and primary care nurses.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
3233.61376953125
],
[
"name: Number of Female Youths;\ndisplay name: Number of Female Youths;\ndescription: The number of female youths (15-17 years) displaced\r\n;\nunit: number of people;\nunit description: ;",
3205.426025390625
],
[
"name: Total Youths;\ndisplay name: Total Youths;\ndescription: The total number of youths (15-17 years) displaced\r\n;\nunit: number of people;\nunit description: ;",
3201.16455078125
]
]
},
"Node(name='conflict_resolution', examples=('conflict mediation', 'political dialogue', 'disarmament', 'demobilization', 'reintegration', 'family reunification', 'rehabilitation of child soldiers', 'conflict resolution'))": {
"text": [
[
"name: v2x_delibdem;\ndisplay name: Deliberative democracy index;\ndescription: The deliberative principle of democracy focuses on the process by which decisions are reached in a polity. A deliberative process is one in which public reasoning focused on the common good motivates political decisions\u2014as contrasted with emotional appeals, solidary attachments, parochial interests, or coercion. According to this principle, democracy requires more than an aggregation of existing preferences. There should also be respectful dialogue at all levels\u2014from preference formation to final decision\u2014among informed and competent participants who are open to persuasion. To make it a measure of not only the deliberative principle but also of democracy, the index also takes the level of electoral democracy into account.;\nunit: NA;\nunit description: ;",
1789.2702867602195
],
[
"name: VC.IDP.TOCV;\ndisplay name: Internally displaced persons, total displaced by conflict and violence (number of people);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \u201cPeople displaced\u201d refers to the number of people living in displacement as of the end of each year, and reflects the stock of people displaced at the end of the previous year, plus inflows of new cases arriving over the year as well as births over the year to those displaced, minus outflows which may include returnees, those who settled elsewhere, those who integrated locally, those who travelled over borders, and deaths.;\nunit: number of people;\nunit description: number of people;",
1040.7744966442954
],
[
"name: VC.IDP.NWCV;\ndisplay name: Internally displaced persons, new displacement associated with conflict and violence (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
1037.3395973154363
]
],
"sklearn": [
[
"name: PopulationPer3kmResolution;\ndisplay name: Population per 3km square resolution;\ndescription: Population per 3km square resolution;\nunit: people;\nunit description: people;",
0.22753245966526003
],
[
"name: VC.IDP.NWCV;\ndisplay name: Internally displaced persons, new displacement associated with conflict and violence (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
0.14205183157217
],
[
"name: VC.BTL.DETH;\ndisplay name: Battle-related deaths (number of people);\ndescription: Battle-related deaths are deaths in battle-related conflicts between warring parties in the conflict dyad (two conflict units that are parties to a conflict). Typically, battle-related deaths occur in warfare involving the armed forces of the warring parties. This includes traditional battlefield fighting, guerrilla activities, and all kinds of bombardments of military units, cities, and villages, etc. The targets are usually the military itself and its installations or state institutions and state representatives, but there is often substantial collateral damage in the form of civilians being killed in crossfire, in indiscriminate bombings, etc. All deaths--military as well as civilian--incurred in such situations, are counted as battle-related deaths.;\nunit: number of people;\nunit description: number of people;",
0.1346720824820989
]
],
"bert": [
[
"name: X1: External Intervention;\ndisplay name: X1: External Intervention;\ndescription: X1: External Intervention - the external intervention indicator considers the influence and impact of external actors in the functioning - particularly security and economic - of a state. on the one hand, external intervention focuses on security aspects of engagement from external actors, both covert and overt, in the internal affairs of a state at risk by governments, armies, intelligence services, identity groups, or other entities that may affect the balance of power (or resolution of a conflict) within a state. on the other hand, external intervention also focuses on economic engagement by outside actors, including multilateral organizations, through large-scale loans, development projects, or foreign aid, such as ongoing budget support, control of finances, or management of the state's economic policy, creating economic dependency. external intervention also takes into account humanitarian intervention, such as the deployment of an international peacekeeping mission.;\nunit: number;\nunit description: ;",
5251.6552734375
],
[
"name: X1: External Intervention;\ndisplay name: X1: External Intervention;\ndescription: X1: External Intervention - the external intervention indicator considers the influence and impact of external actors in the functioning - particularly security and economic - of a state. on the one hand, external intervention focuses on security aspects of engagement from external actors, both covert and overt, in the internal affairs of a state at risk by governments, armies, intelligence services, identity groups, or other entities that may affect the balance of power (or resolution of a conflict) within a state. on the other hand, external intervention also focuses on economic engagement by outside actors, including multilateral organizations, through large-scale loans, development projects, or foreign aid, such as ongoing budget support, control of finances, or management of the state's economic policy, creating economic dependency. external intervention also takes into account humanitarian intervention, such as the deployment of an international peacekeeping mission.;\nunit: number;\nunit description: number;",
5233.0830078125
],
[
"name: VC.IDP.TOCV;\ndisplay name: Internally displaced persons, total displaced by conflict and violence (number of people);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \u201cPeople displaced\u201d refers to the number of people living in displacement as of the end of each year, and reflects the stock of people displaced at the end of the previous year, plus inflows of new cases arriving over the year as well as births over the year to those displaced, minus outflows which may include returnees, those who settled elsewhere, those who integrated locally, those who travelled over borders, and deaths.;\nunit: number of people;\nunit description: number of people;",
5174.9794921875
]
]
},
"Node(name='secure_natural_resources', examples=('water rights', 'land rights', 'land deeds', 'biotechnology', 'defend natural resources', 'protect natural resources', 'stabilize natural resources', 'conserve natural resources', 'neutralize threat to natural resources', 'preserve natural resources', 'secure natural resources'))": {
"text": [
[
"name: IT.NET.SECR;\ndisplay name: Secure Internet servers;\ndescription: The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;\nunit: NA;\nunit description: NA;",
1364.8
],
[
"name: IT.NET.SECR.P6;\ndisplay name: Secure Internet servers (per 1 million people);\ndescription: The number of distinct, publicly-trusted TLS/SSL certificates found in the Netcraft Secure Server Survey.;\nunit: per 1 million people;\nunit description: per 1 million people;",
1364.8
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
1271.3567815926779
]
],
"sklearn": [
[
"name: Ecosystem Services Sensitivity Indicator 1: Natural capital dependency;\ndisplay name: ;\ndescription: Natural capital dependency;\nunit: NA;\nunit description: ;",
0.2737827874142805
],
[
"name: NY.ADJ.DRES.GN.ZS;\ndisplay name: Adjusted savings: natural resources depletion (% of GNI);\ndescription: Natural resource depletion is the sum of net forest depletion, energy depletion, and mineral depletion. Net forest depletion is unit resource rents times the excess of roundwood harvest over natural growth. Energy depletion is the ratio of the value of the stock of energy resources to the remaining reserve lifetime (capped at 25 years). It covers coal, crude oil, and natural gas. Mineral depletion is the ratio of the value of the stock of mineral resources to the remaining reserve lifetime (capped at 25 years). It covers tin, gold, lead, zinc, iron, copper, nickel, silver, bauxite, and phosphate.;\nunit: % of GNI;\nunit description: % of GNI;",
0.25315457477043446
],
[
"name: NY.GDP.TOTL.RT.ZS;\ndisplay name: Total natural resources rents (% of GDP);\ndescription: Total natural resources rents are the sum of oil rents, natural gas rents, coal rents (hard and soft), mineral rents, and forest rents.;\nunit: % of GDP;\nunit description: % of GDP;",
0.2481698849130145
]
],
"bert": [
[
"name: ER.LND.PTLD.ZS;\ndisplay name: Terrestrial protected areas (% of total land area);\ndescription: Terrestrial protected areas are totally or partially protected areas of at least 1,000 hectares that are designated by national authorities as scientific reserves with limited public access, national parks, natural monuments, nature reserves or wildlife sanctuaries, protected landscapes, and areas managed mainly for sustainable use. Marine areas, unclassified areas, littoral (intertidal) areas, and sites protected under local or provincial law are excluded.;\nunit: % of total land area;\nunit description: % of total land area;",
8078.16796875
],
[
"name: ER.PTD.TOTL.ZS;\ndisplay name: Terrestrial and marine protected areas (% of total territorial area);\ndescription: Terrestrial protected areas are totally or partially protected areas of at least 1,000 hectares that are designated by national authorities as scientific reserves with limited public access, national parks, natural monuments, nature reserves or wildlife sanctuaries, protected landscapes, and areas managed mainly for sustainable use. Marine protected areas are areas of intertidal or subtidal terrain--and overlying water and associated flora and fauna and historical and cultural features--that have been reserved by law or other effective means to protect part or all of the enclosed environment. Sites protected under local or provincial law are excluded.;\nunit: % of total territorial area;\nunit description: % of total territorial area;",
8023.638671875
],
[
"name: ER.MRN.PTMR.ZS;\ndisplay name: Marine protected areas (% of territorial waters);\ndescription: Marine protected areas are areas of intertidal or subtidal terrain--and overlying water and associated flora and fauna and historical and cultural features--that have been reserved by law or other effective means to protect part or all of the enclosed environment.;\nunit: % of territorial waters;\nunit description: % of territorial waters;",
7891.3876953125
]
]
},
"Node(name='cultural_resources', examples=('landmark designation conservation', 'world heritage status site', 'cultural resources protections'))": {
"text": [
[
"name: Groundwater Site;\ndisplay name: Groundwater Site;\ndescription: Location of Groundwater Site;\nunit: longitude;\nunit description: None;",
731.1428571428571
],
[
"name: TX.VAL.OTHR.ZS.WT;\ndisplay name: Computer, communications and other services (% of commercial service exports);\ndescription: Computer, communications and other services (% of commercial service exports) include such activities as international telecommunications, and postal and courier services; computer data; news-related service transactions between residents and nonresidents; construction services; royalties and license fees; miscellaneous business, professional, and technical services; and personal, cultural, and recreational services.;\nunit: % of commercial service exports;\nunit description: % of commercial service exports;",
487.42857142857144
],
[
"name: TM.VAL.OTHR.ZS.WT;\ndisplay name: Computer, communications and other services (% of commercial service imports);\ndescription: Computer, communications and other services (% of commercial service imports) include such activities as international telecommunications, and postal and courier services; computer data; news-related service transactions between residents and nonresidents; construction services; royalties and license fees; miscellaneous business, professional, and technical services; and personal, cultural, and recreational services.;\nunit: % of commercial service imports;\nunit description: % of commercial service imports;",
487.42857142857144
]
],
"sklearn": [
[
"name: Groundwater Site;\ndisplay name: Groundwater Site;\ndescription: Location of Groundwater Site;\nunit: longitude;\nunit description: None;",
0.23402883239930983
],
[
"name: ER.H2O.INTR.PC;\ndisplay name: Renewable internal freshwater resources per capita (cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country. Renewable internal freshwater resources per capita are calculated using the World Bank's population estimates.;\nunit: cubic meters;\nunit description: cubic meters;",
0.1394980179174484
],
[
"name: Total renewable water resources;\ndisplay name: Total Renewable Water Resources;\ndescription: Total Renewable Water Resources: The sum of internal renewable water resources (IRWR) and external renewable water resources (ERWR). [Total renewable water resources] = [Total renewable surface water] + [Total renewable groundwater] - [Overlap between surface water and groundwater].\r\nIt corresponds to the maximum theoretical yearly amount of water available for a country at a given moment. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
0.13717059648626723
]
],
"bert": [
[
"name: ER.LND.PTLD.ZS;\ndisplay name: Terrestrial protected areas (% of total land area);\ndescription: Terrestrial protected areas are totally or partially protected areas of at least 1,000 hectares that are designated by national authorities as scientific reserves with limited public access, national parks, natural monuments, nature reserves or wildlife sanctuaries, protected landscapes, and areas managed mainly for sustainable use. Marine areas, unclassified areas, littoral (intertidal) areas, and sites protected under local or provincial law are excluded.;\nunit: % of total land area;\nunit description: % of total land area;",
2878.036376953125
],
[
"name: ER.PTD.TOTL.ZS;\ndisplay name: Terrestrial and marine protected areas (% of total territorial area);\ndescription: Terrestrial protected areas are totally or partially protected areas of at least 1,000 hectares that are designated by national authorities as scientific reserves with limited public access, national parks, natural monuments, nature reserves or wildlife sanctuaries, protected landscapes, and areas managed mainly for sustainable use. Marine protected areas are areas of intertidal or subtidal terrain--and overlying water and associated flora and fauna and historical and cultural features--that have been reserved by law or other effective means to protect part or all of the enclosed environment. Sites protected under local or provincial law are excluded.;\nunit: % of total territorial area;\nunit description: % of total territorial area;",
2852.18505859375
],
[
"name: ER.MRN.PTMR.ZS;\ndisplay name: Marine protected areas (% of territorial waters);\ndescription: Marine protected areas are areas of intertidal or subtidal terrain--and overlying water and associated flora and fauna and historical and cultural features--that have been reserved by law or other effective means to protect part or all of the enclosed environment.;\nunit: % of territorial waters;\nunit description: % of territorial waters;",
2825.5166015625
]
]
},
"Node(name='legislate', examples=())": {
"text": [],
"sklearn": [],
"bert": [
[
"name: DT.NFL.UNFP.CD;\ndisplay name: Net official flows from UN agencies, UNFPA (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
436.5508117675781
],
[
"name: DT.NFL.WFPG.CD;\ndisplay name: Net official flows from UN agencies, WFP (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
436.48504638671875
],
[
"name: DT.NFL.UNID.CD;\ndisplay name: Net official flows from UN agencies, UNIDIR (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
436.33819580078125
]
]
},
"Node(name='subsidize', examples=('subsidize', 'subsidies', 'subsidy'))": {
"text": [
[
"name: NY.TAX.NIND.KN;\ndisplay name: Taxes less subsidies on products (constant LCU);\ndescription: Taxes less subsidies on products (net indirect taxes) are the sum of product taxes less subsidies. Product taxes are those taxes payable by producers that relate to the production, sale, purchase or use of the goods and services. Subsidies are grants on the current account made by general government to private enterprises and unincorporated public enterprises. The grants may take the form of payments to ensure a guaranteed price or to enable maintenance of prices of goods and services below costs of production, and other forms of assistance to producers. Data are in constant local currency.;\nunit: constant LCU;\nunit description: constant LCU;",
121.85714285714286
],
[
"name: NY.TAX.NIND.CN;\ndisplay name: Taxes less subsidies on products (current LCU);\ndescription: Taxes less subsidies on products (net indirect taxes) are the sum of product taxes less subsidies. Product taxes are those taxes payable by producers that relate to the production, sale, purchase or use of the goods and services. Subsidies are grants on the current account made by general government to private enterprises and unincorporated public enterprises. The grants may take the form of payments to ensure a guaranteed price or to enable maintenance of prices of goods and services below costs of production, and other forms of assistance to producers. Data are in current local currency.;\nunit: current LCU;\nunit description: current LCU;",
121.85714285714286
],
[
"name: NY.TAX.NIND.CD;\ndisplay name: Taxes less subsidies on products (current US$);\ndescription: Taxes less subsidies on products (net indirect taxes) are the sum of product taxes less subsidies. Product taxes are those taxes payable by producers that relate to the production, sale, purchase or use of the goods and services. Subsidies are grants on the current account made by general government to private enterprises and unincorporated public enterprises. The grants may take the form of payments to ensure a guaranteed price or to enable maintenance of prices of goods and services below costs of production, and other forms of assistance to producers. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
121.85714285714286
]
],
"sklearn": [
[
"name: NY.TAX.NIND.CD;\ndisplay name: Taxes less subsidies on products (current US$);\ndescription: Taxes less subsidies on products (net indirect taxes) are the sum of product taxes less subsidies. Product taxes are those taxes payable by producers that relate to the production, sale, purchase or use of the goods and services. Subsidies are grants on the current account made by general government to private enterprises and unincorporated public enterprises. The grants may take the form of payments to ensure a guaranteed price or to enable maintenance of prices of goods and services below costs of production, and other forms of assistance to producers. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.3111213350803208
],
[
"name: NY.TAX.NIND.CN;\ndisplay name: Taxes less subsidies on products (current LCU);\ndescription: Taxes less subsidies on products (net indirect taxes) are the sum of product taxes less subsidies. Product taxes are those taxes payable by producers that relate to the production, sale, purchase or use of the goods and services. Subsidies are grants on the current account made by general government to private enterprises and unincorporated public enterprises. The grants may take the form of payments to ensure a guaranteed price or to enable maintenance of prices of goods and services below costs of production, and other forms of assistance to producers. Data are in current local currency.;\nunit: current LCU;\nunit description: current LCU;",
0.30685740586800575
],
[
"name: NY.TAX.NIND.KN;\ndisplay name: Taxes less subsidies on products (constant LCU);\ndescription: Taxes less subsidies on products (net indirect taxes) are the sum of product taxes less subsidies. Product taxes are those taxes payable by producers that relate to the production, sale, purchase or use of the goods and services. Subsidies are grants on the current account made by general government to private enterprises and unincorporated public enterprises. The grants may take the form of payments to ensure a guaranteed price or to enable maintenance of prices of goods and services below costs of production, and other forms of assistance to producers. Data are in constant local currency.;\nunit: constant LCU;\nunit description: constant LCU;",
0.3026191094678716
]
],
"bert": [
[
"name: SH.XPD.GHED.CH.ZS;\ndisplay name: Domestic general government health expenditure (% of current health expenditure);\ndescription: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.;\nunit: % of current health expenditure;\nunit description: % of current health expenditure;",
2216.03125
],
[
"name: NY.TAX.NIND.KN;\ndisplay name: Taxes less subsidies on products (constant LCU);\ndescription: Taxes less subsidies on products (net indirect taxes) are the sum of product taxes less subsidies. Product taxes are those taxes payable by producers that relate to the production, sale, purchase or use of the goods and services. Subsidies are grants on the current account made by general government to private enterprises and unincorporated public enterprises. The grants may take the form of payments to ensure a guaranteed price or to enable maintenance of prices of goods and services below costs of production, and other forms of assistance to producers. Data are in constant local currency.;\nunit: constant LCU;\nunit description: constant LCU;",
2166.649169921875
],
[
"name: GC.TAX.INTT.RV.ZS;\ndisplay name: Taxes on international trade (% of revenue);\ndescription: Taxes on international trade include import duties, export duties, profits of export or import monopolies, exchange profits, and exchange taxes.;\nunit: % of revenue;\nunit description: % of revenue;",
2150.966796875
]
]
},
"Node(name='tax', examples=('tax', 'taxation', 'taxes', 'tax legislation', 'duty', 'tariff'))": {
"text": [
[
"name: MS.MIL.TOTL.TF.ZS;\ndisplay name: Armed forces personnel (% of total labor force);\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces. Labor force comprises all people who meet the International Labour Organization's definition of the economically active population.;\nunit: % of total labor force;\nunit description: % of total labor force;",
853.0
],
[
"name: MS.MIL.TOTL.P1;\ndisplay name: Armed forces personnel, total;\ndescription: Armed forces personnel are active duty military personnel, including paramilitary forces if the training, organization, equipment, and control suggest they may be used to support or replace regular military forces.;\nunit: NA;\nunit description: NA;",
853.0
],
[
"name: IC.TAX.TOTL.CP.ZS;\ndisplay name: Total tax and contribution rate (% of profit);\ndescription: Total tax rate measures the amount of taxes and mandatory contributions payable by businesses after accounting for allowable deductions and exemptions as a share of commercial profits. Taxes withheld (such as personal income tax) or collected and remitted to tax authorities (such as value added taxes, sales taxes or goods and service taxes) are excluded.;\nunit: % of profit;\nunit description: % of profit;",
598.5539772727273
]
],
"sklearn": [
[
"name: IC.TAX.TOTL.CP.ZS;\ndisplay name: Total tax and contribution rate (% of profit);\ndescription: Total tax rate measures the amount of taxes and mandatory contributions payable by businesses after accounting for allowable deductions and exemptions as a share of commercial profits. Taxes withheld (such as personal income tax) or collected and remitted to tax authorities (such as value added taxes, sales taxes or goods and service taxes) are excluded.;\nunit: % of profit;\nunit description: % of profit;",
0.4346082279755874
],
[
"name: IC.TAX.PAYM;\ndisplay name: Tax payments (number);\ndescription: Tax payments by businesses are the total number of taxes paid by businesses, including electronic filing. The tax is counted as paid once a year even if payments are more frequent.;\nunit: number;\nunit description: number;",
0.38785612489788296
],
[
"name: GC.TAX.EXPT.ZS;\ndisplay name: Taxes on exports (% of tax revenue);\ndescription: Taxes on exports are all levies on goods being transported out of the country or services being delivered to nonresidents by residents. Rebates on exported goods that are repayments of previously paid general consumption taxes, excise taxes, or import duties are deducted from the gross amounts receivable from these taxes, not from amounts receivable from export taxes.;\nunit: % of tax revenue;\nunit description: % of tax revenue;",
0.3572653420244183
]
],
"bert": [
[
"name: GC.TAX.INTT.RV.ZS;\ndisplay name: Taxes on international trade (% of revenue);\ndescription: Taxes on international trade include import duties, export duties, profits of export or import monopolies, exchange profits, and exchange taxes.;\nunit: % of revenue;\nunit description: % of revenue;",
2964.6494140625
],
[
"name: GC.TAX.INTT.CN;\ndisplay name: Taxes on international trade (current LCU);\ndescription: Taxes on international trade include import duties, export duties, profits of export or import monopolies, exchange profits, and exchange taxes.;\nunit: current LCU;\nunit description: current LCU;",
2820.255126953125
],
[
"name: GC.TAX.GSRV.RV.ZS;\ndisplay name: Taxes on goods and services (% of revenue);\ndescription: Taxes on goods and services include general sales and turnover or value added taxes, selective excises on goods, selective taxes on services, taxes on the use of goods or property, taxes on extraction and production of minerals, and profits of fiscal monopolies.;\nunit: % of revenue;\nunit description: % of revenue;",
2802.31005859375
]
]
},
"Node(name='control_prices', examples=('control prices', 'price control', 'regulate prices', 'legislate prices', 'price ceiling', 'price floor'))": {
"text": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
639.75
],
[
"name: PA.NUS.PPPC.RF;\ndisplay name: Price level ratio of PPP conversion factor (GDP) to market exchange rate;\ndescription: Price level ratio is the ratio of a purchasing power parity (PPP) conversion factor to an exchange rate. It provides a measure of the differences in price levels between countries by indicating the number of units of the common currency needed to buy the same volume of the aggregation level in each country. At the level of GDP, they provide a measure of the differences in the general price levels of countries.;\nunit: NA;\nunit description: NA;",
620.3636363636364
],
[
"name: Value;\ndisplay name: Food Price Inflation Indices Value;\ndescription: food price inflation indices: these indices measure the price change between the current and reference periods of the average basket of goods and services purchased by households. the cpi,all items is typically used to measure and monitor inflation, set monetary policy targets, index social benefits such as pensions and unemployment benefits, and to escalate thresholds and credits in the income tax systems and wages in public and private wage contracts. the faostat monthly food cpi inflation rates are annual year-over-year inflation or percentage change over corresponding month of the previous year.;\nunit: percent;\nunit description: percentage as a number (0-100%);",
465.27272727272725
]
],
"sklearn": [
[
"name: Governance Readiness Indicator: Control of corruption;\ndisplay name: ;\ndescription: Control of corruption;\nunit: NA;\nunit description: ;",
0.3388643813005081
],
[
"name: EP.PMP.SGAS.CD;\ndisplay name: Pump price for gasoline (US$ per liter);\ndescription: Fuel prices refer to the pump prices of the most widely sold grade of gasoline. Prices have been converted from the local currency to U.S. dollars.;\nunit: US$ per liter;\nunit description: US$ per liter;",
0.24234579711554027
],
[
"name: EP.PMP.DESL.CD;\ndisplay name: Pump price for diesel fuel (US$ per liter);\ndescription: Fuel prices refer to the pump prices of the most widely sold grade of diesel fuel. Prices have been converted from the local currency to U.S. dollars.;\nunit: US$ per liter;\nunit description: US$ per liter;",
0.2283236314316312
]
],
"bert": [
[
"name: IQ.CPA.MACR.XQ;\ndisplay name: CPIA macroeconomic management rating (1=low to 6=high);\ndescription: Macroeconomic management assesses the monetary, exchange rate, and aggregate demand policy framework.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
3950.07470703125
],
[
"name: NY.GDP.PETR.RT.ZS;\ndisplay name: Oil rents (% of GDP);\ndescription: Oil rents are the difference between the value of crude oil production at regional prices and total costs of production.;\nunit: % of GDP;\nunit description: % of GDP;",
3914.78759765625
],
[
"name: NY.GDP.NGAS.RT.ZS;\ndisplay name: Natural gas rents (% of GDP);\ndescription: Natural gas rents are the difference between the value of natural gas production at regional prices and total costs of production.;\nunit: % of GDP;\nunit description: % of GDP;",
3909.145751953125
]
]
},
"Node(name='environmental', examples=())": {
"text": [
[
"name: IQ.CPA.ENVR.XQ;\ndisplay name: CPIA policy and institutions for environmental sustainability rating (1=low to 6=high);\ndescription: Policy and institutions for environmental sustainability assess the extent to which environmental policies foster the protection and sustainable use of natural resources and the management of pollution.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
426.5
],
[
"name: S2: Refugees and IDPs;\ndisplay name: S2: Refugees And IDPs;\ndescription: S2: Refugees And IDPs - the refugees and internally displaced persons indicator measures the pressure upon states caused by the forced displacement of large communities as a result of social, political, environmental or other causes, measuring displacement within countries, as well as refugee flows into others. the indicator measures refugees by country of asylum, recognizing that population inflows can put additional pressure on public services, and can sometimes create broader humanitarian and security challenges for the receiving state, if that state does not have the absorption capacity and adequate resources. the indicator also measures the internally displaced persons (idp) and refugees by country of origin, which signifies internal state pressures as a result of violence, environmental or other factors such as health epidemics. these measures are considered within the context of the state's population (per capita) and human development trajectory, and over time (year on year spikes), recognizing that some idps or refugees for example, may have been displaced for long periods of time.;\nunit: number;\nunit description: ;",
284.3333333333333
],
[
"name: S2: Refugees and IDPs;\ndisplay name: S2: Refugees And IDPs;\ndescription: S2: Refugees And IDPs - the refugees and internally displaced persons indicator measures the pressure upon states caused by the forced displacement of large communities as a result of social, political, environmental or other causes, measuring displacement within countries, as well as refugee flows into others. the indicator measures refugees by country of asylum, recognizing that population inflows can put additional pressure on public services, and can sometimes create broader humanitarian and security challenges for the receiving state, if that state does not have the absorption capacity and adequate resources. the indicator also measures the internally displaced persons (idp) and refugees by country of origin, which signifies internal state pressures as a result of violence, environmental or other factors such as health epidemics. these measures are considered within the context of the state's population (per capita) and human development trajectory, and over time (year on year spikes), recognizing that some idps or refugees for example, may have been displaced for long periods of time.;\nunit: number;\nunit description: number;",
284.3333333333333
]
],
"sklearn": [
[
"name: Ecosystem Services Adaptive Capacity Indicator 2: Engagement in international environmental conventions;\ndisplay name: ;\ndescription: Engagement in international environmental conventions;\nunit: NA;\nunit description: ;",
0.4273695814135292
],
[
"name: IQ.CPA.ENVR.XQ;\ndisplay name: CPIA policy and institutions for environmental sustainability rating (1=low to 6=high);\ndescription: Policy and institutions for environmental sustainability assess the extent to which environmental policies foster the protection and sustainable use of natural resources and the management of pollution.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.42346459277182735
],
[
"name: S2: Refugees and IDPs;\ndisplay name: S2: Refugees And IDPs;\ndescription: S2: Refugees And IDPs - the refugees and internally displaced persons indicator measures the pressure upon states caused by the forced displacement of large communities as a result of social, political, environmental or other causes, measuring displacement within countries, as well as refugee flows into others. the indicator measures refugees by country of asylum, recognizing that population inflows can put additional pressure on public services, and can sometimes create broader humanitarian and security challenges for the receiving state, if that state does not have the absorption capacity and adequate resources. the indicator also measures the internally displaced persons (idp) and refugees by country of origin, which signifies internal state pressures as a result of violence, environmental or other factors such as health epidemics. these measures are considered within the context of the state's population (per capita) and human development trajectory, and over time (year on year spikes), recognizing that some idps or refugees for example, may have been displaced for long periods of time.;\nunit: number;\nunit description: ;",
0.1362768793707265
]
],
"bert": [
[
"name: ecosystems;\ndisplay name: ;\ndescription: Ecosystems indicator;\nunit: NA;\nunit description: ;",
259.3768005371094
],
[
"name: Ecosystem Services Sensitivity Indicator 2: Ecological Footprint;\ndisplay name: ;\ndescription: Ecological Footprint;\nunit: NA;\nunit description: ;",
257.30047607421875
],
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
257.22515869140625
]
]
},
"Node(name='meteorologic', examples=())": {
"text": [],
"sklearn": [],
"bert": [
[
"name: timeseries-pr-annual-mean;\ndisplay name: precipitation;\ndescription: includes both liquid and solid phases;\nunit: mm;\nunit description: millimeters;",
622.9705810546875
],
[
"name: timeseries-pr-annual-mean;\ndisplay name: Precipitation;\ndescription: includes both liquid and solid phases;\nunit: mm;\nunit description: millimeters;",
622.9705810546875
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
609.0715942382812
]
]
},
"Node(name='weather', examples=('weather', 'weather systems', 'rains', 'rainfall', 'extreme winds', 'wet', 'wetter', 'climate variability', 'snow', 'humid'))": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
6255.333333333333
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
2843.333333333333
],
[
"name: PDSI (TerraClimate), Jan 2010 to Dec 2020;\ndisplay name: Monthly Palmer Drought Severity Index - PDSI - January 2010 To December 2020;\ndescription: monthly palmer drought severity index (pdsi) from january 2010 to december 2020 from terraclimate). the palmer drought severity index (pdsi) uses readily available temperature and precipitation data to estimate relative dryness. it is a standardized index that generally spans -10 (dry) to +10 (wet). maps of operational agencies like noaa typically show a range of -4 to +4, but more extreme values are possible. the pdsi has been reasonably successful at quantifying long-term drought. as it uses temperature data and a physical water balance model, it can capture the basic effect of global warming on drought through changes in potential evapotranspiration. monthly pdsi values do not capture droughts on time scales less than about 12 months; more pros and cons are discussed in the expert guidance.;\nunit: none;\nunit description: ;",
1919.25
]
],
"sklearn": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
0.17716591741698176
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
0.11482913074163173
],
[
"name: Health Exposure Indicator 1: Projected change of deaths from climate change induced diseases;\ndisplay name: ;\ndescription: Projected change of deaths from climate change induced diseases;\nunit: NA;\nunit description: ;",
0.08978423271756222
]
],
"bert": [
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
4671.4873046875
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
4638.15625
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: Temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
4638.15625
]
]
},
"Node(name='climate', examples=('climate', 'tropical', 'equatorial'))": {
"text": [
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
5686.666666666666
],
[
"name: anomaly-tas-monthly-mean;\ndisplay name: Monthly Mean Temperature Anomaly (celsius);\ndescription: World Bank - Climate Change Knowledge Portal - Monthly Mean Predicted Temperature Anomaly in degrees celsius (mean predicted temperature anomaly calculated for each month over 2020-2039 and shows as 2020 date). Temperature Anomaly - Predicted Data (CMIP - using 1986-2005 as reference period, RCP8.5 High Emissions scenario, and Ensemble model) - 2020-2039. Citation: data used from the CCKP. World Bank Group, Climate Change Knowledge Portal (https://climateknowledgeportal.worldbank.org/download-data);\nunit: celsius;\nunit description: celsius;",
1137.3333333333333
],
[
"name: Health Exposure Indicator 1: Projected change of deaths from climate change induced diseases;\ndisplay name: ;\ndescription: Projected change of deaths from climate change induced diseases;\nunit: NA;\nunit description: ;",
1137.3333333333333
]
],
"sklearn": [
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
0.4902678151069269
],
[
"name: Health Exposure Indicator 1: Projected change of deaths from climate change induced diseases;\ndisplay name: ;\ndescription: Projected change of deaths from climate change induced diseases;\nunit: NA;\nunit description: ;",
0.3833375670545948
],
[
"name: anomaly-tas-monthly-mean;\ndisplay name: Monthly Mean Temperature Anomaly (celsius);\ndescription: World Bank - Climate Change Knowledge Portal - Monthly Mean Predicted Temperature Anomaly in degrees celsius (mean predicted temperature anomaly calculated for each month over 2020-2039 and shows as 2020 date). Temperature Anomaly - Predicted Data (CMIP - using 1986-2005 as reference period, RCP8.5 High Emissions scenario, and Ensemble model) - 2020-2039. Citation: data used from the CCKP. World Bank Group, Climate Change Knowledge Portal (https://climateknowledgeportal.worldbank.org/download-data);\nunit: celsius;\nunit description: celsius;",
0.16108209596208417
]
],
"bert": [
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
954.0093383789062
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: Temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
954.0093383789062
],
[
"name: (deg C) Mean Temperature (ERA5);\ndisplay name: Mean Temperature (ERA5) in Celsius;\ndescription: Mean Temperature, ERA5 Reanalysis, Degrees Celsius;\nunit: celsius;\nunit description: celsius;",
937.4759521484375
]
]
},
"Node(name='precipitation', examples=())": {
"text": [
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
974.8571428571429
],
[
"name: Data;\ndisplay name: RS-Based Estimated Precipitation (mm);\ndescription: RS-Based Estimated Precipitation in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
487.42857142857144
],
[
"name: Data_long_term_Average;\ndisplay name: RS-Based Estimated Precipitation Long Term Average (mm);\ndescription: RS-Based Estimated Precipitation Long Term Average in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
487.42857142857144
]
],
"sklearn": [
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
0.5197308609931036
],
[
"name: Data;\ndisplay name: RS-Based Estimated Precipitation (mm);\ndescription: RS-Based Estimated Precipitation in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
0.35767248069536284
],
[
"name: Data_long_term_Average;\ndisplay name: RS-Based Estimated Precipitation Long Term Average (mm);\ndescription: RS-Based Estimated Precipitation Long Term Average in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
0.32327523203759
]
],
"bert": [
[
"name: AREA;\ndisplay name: Area;\ndescription: the amount of area flooded in square kilometers;\nunit: km^2;\nunit description: square kilometers;",
230.28726196289062
],
[
"name: Human Habitat Adaptive Capacity Indicator 2: Paved roads;\ndisplay name: ;\ndescription: Paved roads;\nunit: NA;\nunit description: ;",
228.29920959472656
],
[
"name: Elevation;\ndisplay name: Average Minimum Elevation;\ndescription: Average Minimum Elevation in 12km x 12 km region;\nunit: meters;\nunit description: meters;",
227.88372802734375
]
]
},
"Node(name='rainfall', examples=('rainfall', 'precipitation', 'rains', 'rain'))": {
"text": [
[
"name: ER.H2O.INTR.PC;\ndisplay name: Renewable internal freshwater resources per capita (cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country. Renewable internal freshwater resources per capita are calculated using the World Bank's population estimates.;\nunit: cubic meters;\nunit description: cubic meters;",
1706.0
],
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
1706.0
],
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
974.8571428571429
]
],
"sklearn": [
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
0.20660388162579532
],
[
"name: Data;\ndisplay name: RS-Based Estimated Precipitation (mm);\ndescription: RS-Based Estimated Precipitation in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
0.142182287811787
],
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
0.13423300496450546
]
],
"bert": [
[
"name: Data;\ndisplay name: RS-Based Estimated Precipitation (mm);\ndescription: RS-Based Estimated Precipitation in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
1700.685546875
],
[
"name: Data_long_term_Average;\ndisplay name: RS-Based Estimated Precipitation Long Term Average (mm);\ndescription: RS-Based Estimated Precipitation Long Term Average in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
1679.15966796875
],
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
1656.006591796875
]
]
},
"Node(name='storm', examples=('storm', 'seasonal monsoon', 'extreme weather'))": {
"text": [
[
"name: surge_reconstructed;\ndisplay name: Surge Reconstructed;\ndescription: The Global Storm Surge Reconstruction (GSSR) database includes daily maximum surge values for the past at 882 tide gauges distributed along the global coastline. The data-driven models employed for the surge reconstruction were developed by Tadesse et al. (2020). We use five different atmospheric reanalysis products with different spatial and temporal resolution to produce surge information for the periods covered by the different reanalyses. Concerning instrumental data, all available tide gauges from the University of Hawaii Sea Level Center (UHSLC, http://uhslc. soest.hawaii.edu/data/download/rq) were downloaded at hourly scale. From the total amount of 643 tide gauges, only those with more than one year of data before 2010 are used to validate the reconstructed surge from 20CR. In order to compare both signals, the tide gauge residuals are obtained by subtracting the astronomical tide (computed using t-tide, Pawlowicz et al., 2002) to the hourly values, and subtracting a 30-day moving average to both, modelled and measured data. This leads to a validation of the storm surge reconstruction at 386 tide gauge locations distributed worldwide. [NOTE: units is unknown but probably meters];\nunit: unknown;\nunit description: ;",
6824.0
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1990.3333333333333
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: ;",
781.9166666666666
]
],
"sklearn": [
[
"name: seasonal-variability_pessimistic_future-value;\ndisplay name: ;\ndescription: Pessimistic seasonal variability future value;\nunit: NA;\nunit description: ;",
0.18094601712469657
],
[
"name: seasonal-variability_optimistic_future-value;\ndisplay name: ;\ndescription: Optimistic seasonal variability future value;\nunit: NA;\nunit description: ;",
0.18094601712469657
],
[
"name: seasonal-variability_pessimistic_future-value;\ndisplay name: ;\ndescription: Pessimistic seasonal variability future value;\nunit: NA;\nunit description: ;",
0.18094601712469657
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1649.6185302734375
],
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
1621.7222900390625
],
[
"name: Data_long_term_Average;\ndisplay name: RS-Based Estimated Precipitation Long Term Average (mm);\ndescription: RS-Based Estimated Precipitation Long Term Average in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
1613.102783203125
]
]
},
"Node(name='temperature', examples=('temperature', 'cooler', 'cooling', 'cold', 'freezing', 'heat', 'heatwave', 'record highs', 'warmer', 'warming'))": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
8643.733333333334
],
[
"name: PDSI (TerraClimate), Jan 2010 to Dec 2020;\ndisplay name: Monthly Palmer Drought Severity Index - PDSI - January 2010 To December 2020;\ndescription: monthly palmer drought severity index (pdsi) from january 2010 to december 2020 from terraclimate). the palmer drought severity index (pdsi) uses readily available temperature and precipitation data to estimate relative dryness. it is a standardized index that generally spans -10 (dry) to +10 (wet). maps of operational agencies like noaa typically show a range of -4 to +4, but more extreme values are possible. the pdsi has been reasonably successful at quantifying long-term drought. as it uses temperature data and a physical water balance model, it can capture the basic effect of global warming on drought through changes in potential evapotranspiration. monthly pdsi values do not capture droughts on time scales less than about 12 months; more pros and cons are discussed in the expert guidance.;\nunit: none;\nunit description: ;",
2843.333333333333
],
[
"name: EN.CO2.ETOT.ZS;\ndisplay name: CO2 emissions from electricity and heat production, total (% of total fuel combustion);\ndescription: CO2 emissions from electricity and heat production is the sum of three IEA categories of CO2 emissions: (1) Main Activity Producer Electricity and Heat which contains the sum of emissions from main activity producer electricity generation, combined heat and power generation and heat plants. Main activity producers (formerly known as public utilities) are defined as those undertakings whose primary activity is to supply the public. They may be publicly or privately owned. This corresponds to IPCC Source/Sink Category 1 A 1 a. For the CO2 emissions from fuel combustion (summary) file, emissions from own on-site use of fuel in power plants (EPOWERPLT) are also included. (2) Unallocated Autoproducers which contains the emissions from the generation of electricity and/or heat by autoproducers. Autoproducers are defined as undertakings that generate electricity and/or heat, wholly or partly for their own use as an activity which supports their primary activity. They may be privately or publicly owned. In the 1996 IPCC Guidelines, these emissions would normally be distributed between industry, transport and \"other\" sectors. (3) Other Energy Industries contains emissions from fuel combusted in petroleum refineries, for the manufacture of solid fuels, coal mining, oil and gas extraction and other energy-producing industries. This corresponds to the IPCC Source/Sink Categories 1 A 1 b and 1 A 1 c. According to the 1996 IPCC Guidelines, emissions from coke inputs to blast furnaces can either be counted here or in the Industrial Processes source/sink category. Within detailed sectoral calculations, certain non-energy processes can be distinguished. In the reduction of iron in a blast furnace through the combustion of coke, the primary purpose of the coke oxidation is to produce pig iron and the emissions can be considered as an industrial process. Care must be taken not to double count these emissions in both Energy and Industrial Processes. In the IEA estimations, these emissions have been included in this category.;\nunit: % of total fuel combustion;\nunit description: % of total fuel combustion;",
2388.4
]
],
"sklearn": [
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
0.34184742030501114
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: Temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
0.34184742030501114
],
[
"name: (deg C) Mean Temperature (ERA5);\ndisplay name: Mean Temperature (ERA5) in Celsius;\ndescription: Mean Temperature, ERA5 Reanalysis, Degrees Celsius;\nunit: celsius;\nunit description: celsius;",
0.28554968038731565
]
],
"bert": [
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
5130.791015625
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: Temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
5130.791015625
],
[
"name: (deg C) Mean Temperature (ERA5);\ndisplay name: Mean Temperature (ERA5) in Celsius;\ndescription: Mean Temperature, ERA5 Reanalysis, Degrees Celsius;\nunit: celsius;\nunit description: celsius;",
4988.22802734375
]
]
},
"Node(name='environment', examples=('environment',))": {
"text": [
[
"name: IQ.CPA.BREG.XQ;\ndisplay name: CPIA business regulatory environment rating (1=low to 6=high);\ndescription: Business regulatory environment assesses the extent to which the legal, regulatory, and policy environments help or hinder private businesses in investing, creating jobs, and becoming more productive.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
220.1290322580645
],
[
"name: Readiness;\ndisplay name: ;\ndescription: Adaptation Readiness Index (number):\nadaptation readiness index (the higher the more the country has the ability to leverage investments in adaptation actions)\n\nreadiness\n\nreadiness to make effective use of investments for adaptation actions thanks to a safe and efficient business environment\n\nnd-gain measures readiness by considering a country\u2019s ability to leverage investments to adaptation actions. \nnd-gain measures overall readiness by considering three components: economic readiness, governance readiness and social readiness.\n\neconomic readiness: the investment climate that facilitates mobilizing capitals from private sector.\n\ngovernance readiness: the stability of the society and institutional arrangements that contribute to the investment risks. a stable country with high governance capacity reassures investors that the invested capitals could grow under the help of responsive public services and without significant interruption.\n\nsocial readiness: social conditions that help society to make efficient and equitable use of investment and yield more benefit from the investment;\nunit: none;\nunit description: ;",
110.06451612903226
],
[
"name: ER.MRN.PTMR.ZS;\ndisplay name: Marine protected areas (% of territorial waters);\ndescription: Marine protected areas are areas of intertidal or subtidal terrain--and overlying water and associated flora and fauna and historical and cultural features--that have been reserved by law or other effective means to protect part or all of the enclosed environment.;\nunit: % of territorial waters;\nunit description: % of territorial waters;",
110.06451612903226
]
],
"sklearn": [
[
"name: IQ.CPA.BREG.XQ;\ndisplay name: CPIA business regulatory environment rating (1=low to 6=high);\ndescription: Business regulatory environment assesses the extent to which the legal, regulatory, and policy environments help or hinder private businesses in investing, creating jobs, and becoming more productive.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.23843382873999186
],
[
"name: IQ.CPA.STRC.XQ;\ndisplay name: CPIA structural policies cluster average (1=low to 6=high);\ndescription: The structural policies cluster includes trade, financial sector, and business regulatory environment.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.14077737389052872
],
[
"name: SE.PRE.ENRR;\ndisplay name: School enrollment, preprimary (% gross);\ndescription: Gross enrollment ratio is the ratio of total enrollment, regardless of age, to the population of the age group that officially corresponds to the level of education shown. Preprimary education refers to programs at the initial stage of organized instruction, designed primarily to introduce very young children to a school-type environment and to provide a bridge between home and school.;\nunit: % gross;\nunit description: % gross;",
0.11749366552566026
]
],
"bert": [
[
"name: ecosystems;\ndisplay name: ;\ndescription: Ecosystems indicator;\nunit: NA;\nunit description: ;",
639.2470703125
],
[
"name: Ecosystem Services Adaptive Capacity Indicator 1: Protected Biomes;\ndisplay name: ;\ndescription: Protected Biomes;\nunit: NA;\nunit description: ;",
635.0524291992188
],
[
"name: habitat;\ndisplay name: ;\ndescription: Habitat indicator;\nunit: NA;\nunit description: ;",
631.1007080078125
]
]
},
"Node(name='climate_change_mitigation', examples=('climate change mitigation', 'climate change adaptation'))": {
"text": [
[
"name: Readiness;\ndisplay name: ;\ndescription: Adaptation Readiness Index (number):\nadaptation readiness index (the higher the more the country has the ability to leverage investments in adaptation actions)\n\nreadiness\n\nreadiness to make effective use of investments for adaptation actions thanks to a safe and efficient business environment\n\nnd-gain measures readiness by considering a country\u2019s ability to leverage investments to adaptation actions. \nnd-gain measures overall readiness by considering three components: economic readiness, governance readiness and social readiness.\n\neconomic readiness: the investment climate that facilitates mobilizing capitals from private sector.\n\ngovernance readiness: the stability of the society and institutional arrangements that contribute to the investment risks. a stable country with high governance capacity reassures investors that the invested capitals could grow under the help of responsive public services and without significant interruption.\n\nsocial readiness: social conditions that help society to make efficient and equitable use of investment and yield more benefit from the investment;\nunit: none;\nunit description: ;",
9383.0
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
8600.109589041096
],
[
"name: Health Exposure Indicator 1: Projected change of deaths from climate change induced diseases;\ndisplay name: ;\ndescription: Projected change of deaths from climate change induced diseases;\nunit: NA;\nunit description: ;",
1986.4383561643838
]
],
"sklearn": [
[
"name: Health Exposure Indicator 1: Projected change of deaths from climate change induced diseases;\ndisplay name: ;\ndescription: Projected change of deaths from climate change induced diseases;\nunit: NA;\nunit description: ;",
0.5553110915345563
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
0.40794922146753476
],
[
"name: Food Exposure Indicator 2: Projected population change;\ndisplay name: ;\ndescription: Projected population change;\nunit: NA;\nunit description: ;",
0.24889438559232727
]
],
"bert": [
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
2404.59228515625
],
[
"name: DT.NFL.UNCR.CD;\ndisplay name: Net official flows from UN agencies, UNHCR (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
2215.7451171875
],
[
"name: DT.NFL.UNFP.CD;\ndisplay name: Net official flows from UN agencies, UNFPA (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
2210.17041015625
]
]
},
"Node(name='resource_management', examples=('conservation', 'sustainable use', 'biodiversity conservation', 'forest management', 'water management', 'management forest', 'depleted resources', 'overexploitation'))": {
"text": [
[
"name: Ecosystem Services Exposure Indicator 2: Projected change of marine biodiversity;\ndisplay name: ;\ndescription: Projected change of marine biodiversity;\nunit: NA;\nunit description: ;",
3412.0
],
[
"name: IC.GOV.DURS.ZS;\ndisplay name: Time spent dealing with the requirements of government regulations (% of senior management time);\ndescription: Time spent dealing with the requirements of government regulations is the proportion of senior management's time, in a typical week, that is spent dealing with the requirements imposed by government regulations (e.g., taxes, customs, labor regulations, licensing and registration, including dealings with officials, and completing forms).;\nunit: % of senior management time;\nunit description: % of senior management time;",
941.2413793103449
],
[
"name: EN.CLC.GHGR.MT.CE;\ndisplay name: GHG net emissions/removals by LUCF (Mt of CO2 equivalent);\ndescription: GHG net emissions/removals by LUCF refers to changes in atmospheric levels of all greenhouse gases attributable to forest and land-use change activities, including but not limited to (1) emissions and removals of CO2 from decreases or increases in biomass stocks due to forest management, logging, fuelwood collection, etc.; (2) conversion of existing forests and natural grasslands to other land uses; (3) removal of CO2 from the abandonment of formerly managed lands (e.g. croplands and pastures); and (4) emissions and removals of CO2 in soil associated with land-use change and management. For Annex-I countries under the UNFCCC, these data are drawn from the annual GHG inventories submitted to the UNFCCC by each country; for non-Annex-I countries, data are drawn from the most recently submitted National Communication where available. Because of differences in reporting years and methodologies, these data are not generally considered comparable across countries. Data are in million metric tons.;\nunit: Mt of CO2 equivalent;\nunit description: Mt of CO2 equivalent;",
830.7483283395122
]
],
"sklearn": [
[
"name: IQ.CPA.ECON.XQ;\ndisplay name: CPIA economic management cluster average (1=low to 6=high);\ndescription: The economic management cluster includes macroeconomic management, fiscal policy, and debt policy.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.3228139054279714
],
[
"name: IQ.CPA.PUBS.XQ;\ndisplay name: CPIA public sector management and institutions cluster average (1=low to 6=high);\ndescription: The public sector management and institutions cluster includes property rights and rule-based governance, quality of budgetary and financial management, efficiency of revenue mobilization, quality of public administration, and transparency, accountability, and corruption in the public sector.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.2532645752886546
],
[
"name: IQ.CPA.FINQ.XQ;\ndisplay name: CPIA quality of budgetary and financial management rating (1=low to 6=high);\ndescription: Quality of budgetary and financial management assesses the extent to which there is a comprehensive and credible budget linked to policy priorities, effective financial management systems, and timely and accurate accounting and fiscal reporting, including timely and audited public accounts.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.2399084541506273
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
4773.72216796875
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
4768.38232421875
],
[
"name: ER.LND.PTLD.ZS;\ndisplay name: Terrestrial protected areas (% of total land area);\ndescription: Terrestrial protected areas are totally or partially protected areas of at least 1,000 hectares that are designated by national authorities as scientific reserves with limited public access, national parks, natural monuments, nature reserves or wildlife sanctuaries, protected landscapes, and areas managed mainly for sustainable use. Marine areas, unclassified areas, littoral (intertidal) areas, and sites protected under local or provincial law are excluded.;\nunit: % of total land area;\nunit description: % of total land area;",
4738.2802734375
]
]
},
"Node(name='forestry', examples=('afforestation', 'agroforestry', 'forest management', 'reforestation', 'forestry', 'logging'))": {
"text": [
[
"name: EN.CLC.GHGR.MT.CE;\ndisplay name: GHG net emissions/removals by LUCF (Mt of CO2 equivalent);\ndescription: GHG net emissions/removals by LUCF refers to changes in atmospheric levels of all greenhouse gases attributable to forest and land-use change activities, including but not limited to (1) emissions and removals of CO2 from decreases or increases in biomass stocks due to forest management, logging, fuelwood collection, etc.; (2) conversion of existing forests and natural grasslands to other land uses; (3) removal of CO2 from the abandonment of formerly managed lands (e.g. croplands and pastures); and (4) emissions and removals of CO2 in soil associated with land-use change and management. For Annex-I countries under the UNFCCC, these data are drawn from the annual GHG inventories submitted to the UNFCCC by each country; for non-Annex-I countries, data are drawn from the most recently submitted National Communication where available. Because of differences in reporting years and methodologies, these data are not generally considered comparable across countries. Data are in million metric tons.;\nunit: Mt of CO2 equivalent;\nunit description: Mt of CO2 equivalent;",
1986.1313628899836
],
[
"name: AG.LND.FRST.ZS;\ndisplay name: Forest area (% of land area);\ndescription: Forest area is land under natural or planted stands of trees of at least 5 meters in situ, whether productive or not, and excludes tree stands in agricultural production systems (for example, in fruit plantations and agroforestry systems) and trees in urban parks and gardens.;\nunit: % of land area;\nunit description: % of land area;",
1015.4761904761905
],
[
"name: AG.LND.FRST.K2;\ndisplay name: Forest area (sq. km);\ndescription: Forest area is land under natural or planted stands of trees of at least 5 meters in situ, whether productive or not, and excludes tree stands in agricultural production systems (for example, in fruit plantations and agroforestry systems) and trees in urban parks and gardens.;\nunit: sq. km;\nunit description: sq. km;",
1015.4761904761905
]
],
"sklearn": [
[
"name: NV.AGR.TOTL.CD;\ndisplay name: Agriculture, forestry, and fishing, value added (current US$);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
0.23411856747910248
],
[
"name: NV.AGR.TOTL.CN;\ndisplay name: Agriculture, forestry, and fishing, value added (current LCU);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Data are in current local currency.;\nunit: current LCU;\nunit description: current LCU;",
0.2296688662179935
],
[
"name: NV.AGR.TOTL.KN;\ndisplay name: Agriculture, forestry, and fishing, value added (constant LCU);\ndescription: Agriculture, forestry, and fishing corresponds to ISIC divisions 1-3 and includes forestry, hunting, and fishing, as well as cultivation of crops and livestock production. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 4. Data are in constant local currency.;\nunit: constant LCU;\nunit description: constant LCU;",
0.22270361447557474
]
],
"bert": [
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
3656.87841796875
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
3552.77587890625
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
3474.35888671875
]
]
},
"Node(name='natural_resources', examples=())": {
"text": [
[
"name: NY.ADJ.DRES.GN.ZS;\ndisplay name: Adjusted savings: natural resources depletion (% of GNI);\ndescription: Natural resource depletion is the sum of net forest depletion, energy depletion, and mineral depletion. Net forest depletion is unit resource rents times the excess of roundwood harvest over natural growth. Energy depletion is the ratio of the value of the stock of energy resources to the remaining reserve lifetime (capped at 25 years). It covers coal, crude oil, and natural gas. Mineral depletion is the ratio of the value of the stock of mineral resources to the remaining reserve lifetime (capped at 25 years). It covers tin, gold, lead, zinc, iron, copper, nickel, silver, bauxite, and phosphate.;\nunit: % of GNI;\nunit description: % of GNI;",
139.1426334333812
],
[
"name: Total renewable water resources;\ndisplay name: Total Renewable Water Resources;\ndescription: Total Renewable Water Resources: The sum of internal renewable water resources (IRWR) and external renewable water resources (ERWR). [Total renewable water resources] = [Total renewable surface water] + [Total renewable groundwater] - [Overlap between surface water and groundwater].\r\nIt corresponds to the maximum theoretical yearly amount of water available for a country at a given moment. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
105.5257731958763
],
[
"name: NY.GDP.TOTL.RT.ZS;\ndisplay name: Total natural resources rents (% of GDP);\ndescription: Total natural resources rents are the sum of oil rents, natural gas rents, coal rents (hard and soft), mineral rents, and forest rents.;\nunit: % of GDP;\nunit description: % of GDP;",
99.96006785854105
]
],
"sklearn": [
[
"name: Ecosystem Services Sensitivity Indicator 1: Natural capital dependency;\ndisplay name: ;\ndescription: Natural capital dependency;\nunit: NA;\nunit description: ;",
0.3007850487643354
],
[
"name: NY.ADJ.DRES.GN.ZS;\ndisplay name: Adjusted savings: natural resources depletion (% of GNI);\ndescription: Natural resource depletion is the sum of net forest depletion, energy depletion, and mineral depletion. Net forest depletion is unit resource rents times the excess of roundwood harvest over natural growth. Energy depletion is the ratio of the value of the stock of energy resources to the remaining reserve lifetime (capped at 25 years). It covers coal, crude oil, and natural gas. Mineral depletion is the ratio of the value of the stock of mineral resources to the remaining reserve lifetime (capped at 25 years). It covers tin, gold, lead, zinc, iron, copper, nickel, silver, bauxite, and phosphate.;\nunit: % of GNI;\nunit description: % of GNI;",
0.27645711474917245
],
[
"name: NY.GDP.TOTL.RT.ZS;\ndisplay name: Total natural resources rents (% of GDP);\ndescription: Total natural resources rents are the sum of oil rents, natural gas rents, coal rents (hard and soft), mineral rents, and forest rents.;\nunit: % of GDP;\nunit description: % of GDP;",
0.2726460331578429
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
429.197265625
],
[
"name: ER.MRN.PTMR.ZS;\ndisplay name: Marine protected areas (% of territorial waters);\ndescription: Marine protected areas are areas of intertidal or subtidal terrain--and overlying water and associated flora and fauna and historical and cultural features--that have been reserved by law or other effective means to protect part or all of the enclosed environment.;\nunit: % of territorial waters;\nunit description: % of territorial waters;",
428.81768798828125
],
[
"name: ER.PTD.TOTL.ZS;\ndisplay name: Terrestrial and marine protected areas (% of total territorial area);\ndescription: Terrestrial protected areas are totally or partially protected areas of at least 1,000 hectares that are designated by national authorities as scientific reserves with limited public access, national parks, natural monuments, nature reserves or wildlife sanctuaries, protected landscapes, and areas managed mainly for sustainable use. Marine protected areas are areas of intertidal or subtidal terrain--and overlying water and associated flora and fauna and historical and cultural features--that have been reserved by law or other effective means to protect part or all of the enclosed environment. Sites protected under local or provincial law are excluded.;\nunit: % of total territorial area;\nunit description: % of total territorial area;",
428.54437255859375
]
]
},
"Node(name='water_bodies', examples=('water', 'sea', 'river', 'pond', 'water resource', 'lake', 'freshwater', 'surface water', 'groundwater', 'snow melt', 'water body', 'reservoir'))": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
3687.1612903225805
],
[
"name: Total renewable water resources;\ndisplay name: Total Renewable Water Resources;\ndescription: Total Renewable Water Resources: The sum of internal renewable water resources (IRWR) and external renewable water resources (ERWR). [Total renewable water resources] = [Total renewable surface water] + [Total renewable groundwater] - [Overlap between surface water and groundwater].\r\nIt corresponds to the maximum theoretical yearly amount of water available for a country at a given moment. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
2076.550537634408
],
[
"name: Total water withdrawal;\ndisplay name: Total Water Withdrawal;\ndescription: Total Water Withdrawal: Annual quantity of water withdrawn for agricultural, industrial and municipal purposes. It can include water from renewable freshwater resources, as well as water from over-abstraction of renewable groundwater or withdrawal from fossil groundwater, direct use of agricultural drainage water, direct use of (treated) wastewater, and desalinated water. It does not include in-stream uses, which are characterized by a very low net consumption rate, such as recreation, navigation, hydropower, inland capture fisheries, etc. Calculation criteria: [Total water withdrawal] = [Municipal water withdrawal]+[Industrial water withdrawal]+[Agricultural water withdrawal]. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
1824.402737047898
]
],
"sklearn": [
[
"name: water;\ndisplay name: ;\ndescription: Water indicator;\nunit: NA;\nunit description: ;",
0.539848124774224
],
[
"name: Total water withdrawal;\ndisplay name: Total Water Withdrawal;\ndescription: Total Water Withdrawal: Annual quantity of water withdrawn for agricultural, industrial and municipal purposes. It can include water from renewable freshwater resources, as well as water from over-abstraction of renewable groundwater or withdrawal from fossil groundwater, direct use of agricultural drainage water, direct use of (treated) wastewater, and desalinated water. It does not include in-stream uses, which are characterized by a very low net consumption rate, such as recreation, navigation, hydropower, inland capture fisheries, etc. Calculation criteria: [Total water withdrawal] = [Municipal water withdrawal]+[Industrial water withdrawal]+[Agricultural water withdrawal]. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
0.4102618951504154
],
[
"name: Total renewable water resources;\ndisplay name: Total Renewable Water Resources;\ndescription: Total Renewable Water Resources: The sum of internal renewable water resources (IRWR) and external renewable water resources (ERWR). [Total renewable water resources] = [Total renewable surface water] + [Total renewable groundwater] - [Overlap between surface water and groundwater].\r\nIt corresponds to the maximum theoretical yearly amount of water available for a country at a given moment. Unit: 10^9 m3/yr;\nunit: 10^9 m3/yr;\nunit description: 10^9 millimeters cubed per year;",
0.3987406525265167
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
5819.82421875
],
[
"name: EG.ELC.RNWX.ZS;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (% of total);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: % of total;\nunit description: % of total;",
5586.6181640625
],
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
5580.13525390625
]
]
},
"Node(name='land_availability', examples=('land availability', 'availability of cropland'))": {
"text": [
[
"name: AG.LND.CROP.ZS;\ndisplay name: Permanent cropland (% of land area);\ndescription: Permanent cropland is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber.;\nunit: % of land area;\nunit description: % of land area;",
2135.934899328859
],
[
"name: IQ.SPI.PIL2;\ndisplay name: Statistical performance indicators (SPI): Pillar 2 data services score (scale 0-100);\ndescription: The data services pillar overall score is a composite indicator based on four dimensions of data services: (i) the quality of data releases, (ii) the richness and openness of online access, (iii) the effectiveness of advisory and analytical services related to statistics, and (iv) the availability and use of data access services such as secure microdata access. Advisory and analytical services might incorporate elements related to data stewardship services including input to national data strategies, advice on data ethics and calling out misuse of data in accordance with the Fundamental Principles of Official Statistics.;\nunit: scale 0-100;\nunit description: scale 0-100;",
1714.0147651006712
],
[
"name: IQ.SCI.PRDC;\ndisplay name: Periodicity and timeliness assessment of statistical capacity (scale 0 - 100);\ndescription: The periodicity and timeliness indicator assesses the availability and periodicity of key socioeconomic indicators. It measures the extent to which data are made accessible to users through transformation of source data into timely statistical outputs. The periodicity score is calculated as the weighted average of 10 underlying indicator scores. The final periodicity score contributes 1/3 of the overall Statistical Capacity Indicator score.;\nunit: scale 0 - 100;\nunit description: scale 0 - 100;",
1711.724832214765
]
],
"sklearn": [
[
"name: AG.LND.ARBL.ZS;\ndisplay name: Arable land (% of land area);\ndescription: Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: % of land area;\nunit description: % of land area;",
0.28229972031347117
],
[
"name: AG.LND.CROP.ZS;\ndisplay name: Permanent cropland (% of land area);\ndescription: Permanent cropland is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber.;\nunit: % of land area;\nunit description: % of land area;",
0.2816682928131024
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
0.2648869497284937
]
],
"bert": [
[
"name: DT.NFL.UNFP.CD;\ndisplay name: Net official flows from UN agencies, UNFPA (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
1211.304931640625
],
[
"name: DT.NFL.UNCR.CD;\ndisplay name: Net official flows from UN agencies, UNHCR (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
1210.368896484375
],
[
"name: DT.NFL.IAEA.CD;\ndisplay name: Net official flows from UN agencies, IAEA (current US$);\ndescription: Net official flows from UN agencies are the net disbursements of total official flows from the UN agencies. Total official flows are the sum of Official Development Assistance (ODA) or official aid and Other Official Flows (OOF) and represent the total disbursements by the official sector at large to the recipient country. Net disbursements are gross disbursements of grants and loans minus repayments of principal on earlier loans. ODA consists of loans made on concessional terms (with a grant element of at least 25 percent, calculated at a rate of discount of 10 percent) and grants made to promote economic development and welfare in countries and territories in the DAC list of ODA recipients. Official aid refers to aid flows from official donors to countries and territories in part II of the DAC list of recipients: more advanced countries of Central and Eastern Europe, the countries of the former Soviet Union, and certain advanced developing countries and territories. Official aid is provided under terms and conditions similar to those for ODA. Part II of the DAC List was abolished in 2005. The collection of data on official aid and other resource flows to Part II countries ended with 2004 data. OOF are transactions by the official sector whose main objective is other than development-motivated, or, if development-motivated, whose grant element is below the 25 per cent threshold which would make them eligible to be recorded as ODA. The main classes of transactions included here are official export credits, official sector equity and portfolio investment, and debt reorganization undertaken by the official sector at nonconcessional terms (irrespective of the nature or the identity of the original creditor). UN agencies are United Nations includes the United Nations Children\u2019s Fund (UNICEF), United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA), World Food Programme (WFP), International Fund for Agricultural Development (IFAD), United Nations Development Programme(UNDP), United Nations Population Fund (UNFPA), United Nations Refugee Agency (UNHCR), Joint United Nations Programme on HIV/AIDS (UNAIDS), United Nations Regular Programme for Technical Assistance (UNTA), United Nations Peacebuilding Fund (UNPBF), International Atomic Energy Agency (IAEA), World Health Organization (WHO), United Nations Economic Commission for Europe (UNECE), Food and Agriculture Organization of the United Nations (FAO), International Labour Organization (ILO), United Nations Environment Programme (UNEP), World Tourism Organization (UNWTO) and United Nations Institute for Disarmament Research (UNIDIR). Data are in current U.S. dollars.;\nunit: current US$;\nunit description: current US$;",
1207.2164306640625
]
]
},
"Node(name='fossil_fuels', examples=('fossil fuels', 'coal', 'oil', 'natural gas'))": {
"text": [
[
"name: EG.ELC.FOSL.ZS;\ndisplay name: Electricity production from oil, gas and coal sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products. Gas refers to natural gas but excludes natural gas liquids. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.;\nunit: % of total;\nunit description: % of total;",
1501.7937442058028
],
[
"name: EG.ELC.COAL.ZS;\ndisplay name: Electricity production from coal sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.;\nunit: % of total;\nunit description: % of total;",
1121.537037037037
],
[
"name: EG.USE.COMM.FO.ZS;\ndisplay name: Fossil fuel energy consumption (% of total);\ndescription: Fossil fuel comprises coal, oil, petroleum, and natural gas products.;\nunit: % of total;\nunit description: % of total;",
805.55351906218
]
],
"sklearn": [
[
"name: EG.USE.COMM.FO.ZS;\ndisplay name: Fossil fuel energy consumption (% of total);\ndescription: Fossil fuel comprises coal, oil, petroleum, and natural gas products.;\nunit: % of total;\nunit description: % of total;",
0.4892347966512305
],
[
"name: EG.ELC.FOSL.ZS;\ndisplay name: Electricity production from oil, gas and coal sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products. Gas refers to natural gas but excludes natural gas liquids. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.;\nunit: % of total;\nunit description: % of total;",
0.3937520264647864
],
[
"name: EN.ATM.CO2E.KT;\ndisplay name: CO2 emissions (kt);\ndescription: Carbon dioxide emissions are those stemming from the burning of fossil fuels and the manufacture of cement. They include carbon dioxide produced during consumption of solid, liquid, and gas fuels and gas flaring.;\nunit: kt;\nunit description: kt;",
0.29884079524297336
]
],
"bert": [
[
"name: EG.ELC.FOSL.ZS;\ndisplay name: Electricity production from oil, gas and coal sources (% of total);\ndescription: Sources of electricity refer to the inputs used to generate electricity. Oil refers to crude oil and petroleum products. Gas refers to natural gas but excludes natural gas liquids. Coal refers to all coal and brown coal, both primary (including hard coal and lignite-brown coal) and derived fuels (including patent fuel, coke oven coke, gas coke, coke oven gas, and blast furnace gas). Peat is also included in this category.;\nunit: % of total;\nunit description: % of total;",
2310.46240234375
],
[
"name: EG.USE.COMM.FO.ZS;\ndisplay name: Fossil fuel energy consumption (% of total);\ndescription: Fossil fuel comprises coal, oil, petroleum, and natural gas products.;\nunit: % of total;\nunit description: % of total;",
2288.9951171875
],
[
"name: EN.ATM.NOXE.EG.ZS;\ndisplay name: Nitrous oxide emissions in energy sector (% of total);\ndescription: Nitrous oxide emissions from energy processes are emissions produced by the combustion of fossil fuels and biofuels.;\nunit: % of total;\nunit description: % of total;",
2195.665771484375
]
]
},
"Node(name='soil', examples=('soil', 'soil quality', 'leaching into the soil'))": {
"text": [
[
"name: EN.CLC.GHGR.MT.CE;\ndisplay name: GHG net emissions/removals by LUCF (Mt of CO2 equivalent);\ndescription: GHG net emissions/removals by LUCF refers to changes in atmospheric levels of all greenhouse gases attributable to forest and land-use change activities, including but not limited to (1) emissions and removals of CO2 from decreases or increases in biomass stocks due to forest management, logging, fuelwood collection, etc.; (2) conversion of existing forests and natural grasslands to other land uses; (3) removal of CO2 from the abandonment of formerly managed lands (e.g. croplands and pastures); and (4) emissions and removals of CO2 in soil associated with land-use change and management. For Annex-I countries under the UNFCCC, these data are drawn from the annual GHG inventories submitted to the UNFCCC by each country; for non-Annex-I countries, data are drawn from the most recently submitted National Communication where available. Because of differences in reporting years and methodologies, these data are not generally considered comparable across countries. Data are in million metric tons.;\nunit: Mt of CO2 equivalent;\nunit description: Mt of CO2 equivalent;",
1712.3561847988078
],
[
"name: SH.STA.HYGN.ZS;\ndisplay name: People with basic handwashing facilities including soap and water (% of population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of population;\nunit description: % of population;",
1708.542473919523
],
[
"name: SH.STA.HYGN.RU.ZS;\ndisplay name: People with basic handwashing facilities including soap and water, rural (% of rural population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of rural population;\nunit description: % of rural population;",
1708.542473919523
]
],
"sklearn": [
[
"name: Governance Readiness Indicator: Regulatory quality;\ndisplay name: ;\ndescription: Regulatory quality;\nunit: NA;\nunit description: ;",
0.10166959583988774
],
[
"name: SH.STA.HYGN.ZS;\ndisplay name: People with basic handwashing facilities including soap and water (% of population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of population;\nunit description: % of population;",
0.09897299645745235
],
[
"name: SH.STA.HYGN.UR.ZS;\ndisplay name: People with basic handwashing facilities including soap and water, urban (% of urban population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of urban population;\nunit description: % of urban population;",
0.09488846554324895
]
],
"bert": [
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
2113.41455078125
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
2040.05126953125
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
2018.26953125
]
]
},
"Node(name='pasture', examples=('pastoral conditions', 'pasture conditions', 'rangeland conditions', 'vegetation conditions', 'grazing conditions'))": {
"text": [
[
"name: burned_area__ha;\ndisplay name: Burned Area (Hectare);\ndescription: Burned Area in Hectare. Displays monthly burned area extent and date of burn based on differences in a burn-sensitive Vegetation Index derived from MODIS shortwave infrared surface reflectance bands.\r\nCAUTIONS:\r\nBurned areas in cropland should generally be treated as low confidence and may be under-reported due to the inherent difficulty in mapping agricultural burning reliably\u00a0see Hall et al. 2016 for more information (https://doi.org/10.1016/j.rse.2016.07.022)\r\n\r\nThe monthly products for August 2000 and June 2001 are heavily degraded due to extended Terra MODIS outages\r\n\r\nThe Aqua MODIS satellite experienced a failure of about two weeks starting August 16, 2020; loss of data in Africa, eastern Asia, Indonesia, and Ocean a are not expected to significantly degrade the MCD64A1 burned are product in these regions since the Terra MODIS continued to function normally\r\n\r\nA global accuracy assessment for burned areas found an overall accuracy of 97%, commission error (i.e., false positive) of 24%, omission error (i.e., false negative) rate of 37%, producer\u2019s accuracy of 63%, and user\u2019s accuracy of 76%; temporal accuracy was 44% for same-day fire detection, and 68% within two days. \r\n\r\nOverview\r\nThe MODIS Burned Area data product uses a multi-stage algorithm to classify individual 500-m grid cells as either burned or unburned over a single calendar month. For a single MODIS tile, the change-detection algorithm 1) produces composite imagery that summarizes persistent changes in the time series of a burn-sensitive vegetation index, 2) uses spatial and temporal active-fire information to guide the statistical characterization of burn-related and non-burn-related change, and 3) estimates a probabilistic threshold to identify grid cells containing burned areas. One month of daily observations before and after the mapping period are required to accommodate the moving windows employed in the change-detection process, so three consecutive months of observations are required to map one calendar month of burning. In addition to detecting the burned area extent, the data product also approximates the day of burning in each month for each 500-m grid cell based on active fire detections.\r\n\r\nCitation\r\nGiglio, L. et al. (2018). \u201cMonthly MODIS Burned Area Product (MCD64A1 v006).\u201d Accessed on 27/12/2021 from Global Forest Watch.;\nunit: ha;\nunit description: hectares;",
1706.0
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
974.8571428571429
],
[
"name: AG.LND.AGRI.K2;\ndisplay name: Agricultural land (sq. km);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: sq. km;\nunit description: sq. km;",
974.8571428571429
]
],
"sklearn": [
[
"name: SH.DTH.COMM.ZS;\ndisplay name: Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total);\ndescription: Cause of death refers to the share of all deaths for all ages by underlying causes. Communicable diseases and maternal, prenatal and nutrition conditions include infectious and parasitic diseases, respiratory infections, and nutritional deficiencies such as underweight and stunting.;\nunit: % of total;\nunit description: % of total;",
0.13748568412380915
],
[
"name: FR.INR.DPST;\ndisplay name: Deposit interest rate (%);\ndescription: Deposit interest rate is the rate paid by commercial or similar banks for demand, time, or savings deposits. The terms and conditions attached to these rates differ by country, however, limiting their comparability.;\nunit: %;\nunit description: %;",
0.10613764836501148
],
[
"name: FR.INR.RINR;\ndisplay name: Real interest rate (%);\ndescription: Real interest rate is the lending interest rate adjusted for inflation as measured by the GDP deflator. The terms and conditions attached to lending rates differ by country, however, limiting their comparability.;\nunit: %;\nunit description: %;",
0.10078108881417791
]
],
"bert": [
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
3265.8134765625
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
3193.83447265625
],
[
"name: AG.LND.ARBL.HA;\ndisplay name: Arable land (hectares);\ndescription: Arable land (in hectares) includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.;\nunit: hectares;\nunit description: hectares;",
3156.3837890625
]
]
},
"Node(name='pollution', examples=())": {
"text": [
[
"name: SH.STA.AIRP.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
465.27272727272725
],
[
"name: SH.STA.AIRP.FE.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, female (per 100,000 female population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
465.27272727272725
],
[
"name: SH.STA.AIRP.MA.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, male (per 100,000 male population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 male population;\nunit description: per 100,000 male population;",
465.27272727272725
]
],
"sklearn": [
[
"name: SH.STA.AIRP.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
0.23152038976544045
],
[
"name: SH.STA.AIRP.FE.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, female (per 100,000 female population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
0.22778576968478526
],
[
"name: SH.STA.AIRP.MA.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, male (per 100,000 male population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 male population;\nunit description: per 100,000 male population;",
0.22753586692141695
]
],
"bert": [
[
"name: EG.ELC.LOSS.ZS;\ndisplay name: Electric power transmission and distribution losses (% of output);\ndescription: Electric power transmission and distribution losses include losses in transmission between sources of supply and points of distribution and in the distribution to consumers, including pilferage.;\nunit: % of output;\nunit description: % of output;",
288.50244140625
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
286.1546630859375
],
[
"name: EN.ATM.CO2E.KT;\ndisplay name: CO2 emissions (kt);\ndescription: Carbon dioxide emissions are those stemming from the burning of fossil fuels and the manufacture of cement. They include carbon dioxide produced during consumption of solid, liquid, and gas fuels and gas flaring.;\nunit: kt;\nunit description: kt;",
285.0989685058594
]
]
},
"Node(name='air_pollution', examples=('pollution', 'greenhouse gas emission', 'ghg emission'))": {
"text": [
[
"name: EN.CLC.GHGR.MT.CE;\ndisplay name: GHG net emissions/removals by LUCF (Mt of CO2 equivalent);\ndescription: GHG net emissions/removals by LUCF refers to changes in atmospheric levels of all greenhouse gases attributable to forest and land-use change activities, including but not limited to (1) emissions and removals of CO2 from decreases or increases in biomass stocks due to forest management, logging, fuelwood collection, etc.; (2) conversion of existing forests and natural grasslands to other land uses; (3) removal of CO2 from the abandonment of formerly managed lands (e.g. croplands and pastures); and (4) emissions and removals of CO2 in soil associated with land-use change and management. For Annex-I countries under the UNFCCC, these data are drawn from the annual GHG inventories submitted to the UNFCCC by each country; for non-Annex-I countries, data are drawn from the most recently submitted National Communication where available. Because of differences in reporting years and methodologies, these data are not generally considered comparable across countries. Data are in million metric tons.;\nunit: Mt of CO2 equivalent;\nunit description: Mt of CO2 equivalent;",
5459.2
],
[
"name: SH.STA.AIRP.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
1199.9138755980862
],
[
"name: SH.STA.AIRP.FE.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, female (per 100,000 female population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
1199.9138755980862
]
],
"sklearn": [
[
"name: SH.STA.AIRP.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
0.18079256231906668
],
[
"name: SH.STA.AIRP.FE.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, female (per 100,000 female population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
0.17787622508261874
],
[
"name: SH.STA.AIRP.MA.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, male (per 100,000 male population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 male population;\nunit description: per 100,000 male population;",
0.17768107786052853
]
],
"bert": [
[
"name: EN.ATM.NOXE.EG.ZS;\ndisplay name: Nitrous oxide emissions in energy sector (% of total);\ndescription: Nitrous oxide emissions from energy processes are emissions produced by the combustion of fossil fuels and biofuels.;\nunit: % of total;\nunit description: % of total;",
1827.746826171875
],
[
"name: EN.ATM.CO2E.GF.ZS;\ndisplay name: CO2 emissions from gaseous fuel consumption (% of total);\ndescription: Carbon dioxide emissions from liquid fuel consumption refer mainly to emissions from use of natural gas as an energy source.;\nunit: % of total;\nunit description: % of total;",
1801.2723388671875
],
[
"name: EN.ATM.CO2E.SF.ZS;\ndisplay name: CO2 emissions from solid fuel consumption (% of total);\ndescription: Carbon dioxide emissions from solid fuel consumption refer mainly to emissions from use of coal as an energy source.;\nunit: % of total;\nunit description: % of total;",
1779.599609375
]
]
},
"Node(name='land_pollution', examples=('contaminant', 'contamination', 'contaminated', 'soil pollution', 'soil erosion', 'pollutants', 'pollution', 'leakage', 'acidification'))": {
"text": [
[
"name: SH.STA.AIRP.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
1395.8181818181818
],
[
"name: SH.STA.AIRP.FE.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, female (per 100,000 female population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
1395.8181818181818
],
[
"name: SH.STA.AIRP.MA.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, male (per 100,000 male population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 male population;\nunit description: per 100,000 male population;",
1395.8181818181818
]
],
"sklearn": [
[
"name: SH.STA.AIRP.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized (per 100,000 population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
0.17365965062529026
],
[
"name: SH.STA.AIRP.FE.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, female (per 100,000 female population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
0.17085837329899584
],
[
"name: SH.STA.AIRP.MA.P5;\ndisplay name: Mortality rate attributed to household and ambient air pollution, age-standardized, male (per 100,000 male population);\ndescription: Mortality rate attributed to household and ambient air pollution is the number of deaths attributable to the joint effects of household and ambient air pollution in a year per 100,000 population. The rates are age-standardized. Following diseases are taken into account: acute respiratory infections (estimated for all ages); cerebrovascular diseases in adults (estimated above 25 years); ischaemic heart diseases in adults (estimated above 25 years); chronic obstructive pulmonary disease in adults (estimated above 25 years); and lung cancer in adults (estimated above 25 years).;\nunit: per 100,000 male population;\nunit description: per 100,000 male population;",
0.17067092533114817
]
],
"bert": [
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
4683.302734375
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
4678.751953125
],
[
"name: SH.STA.POIS.P5.FE;\ndisplay name: Mortality rate attributed to unintentional poisoning, female (per 100,000 female population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of female deaths from unintentional poisonings in a year per 100,000 female population. Unintentional poisoning can be caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
4656.1337890625
]
]
},
"Node(name='climate_change', examples=('deforestation', 'desertification', 'climate change'))": {
"text": [
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
5733.4063926940635
],
[
"name: umd_tree_cover_loss__ha;\ndisplay name: Tree Cover Loss in Hectare (ha);\ndescription: Tree Cover Loss in Hectare (ha): Tree cover loss is defined as stand level replacement of vegetation greater than 5 meters. The tree cover loss data set is a collaboration of the University of Maryland, Google, USGS, and NASA, and uses Landsat satellite images to map annual tree cover loss at a 30 \u00d7 30 meter resolution.\r\n\r\nNote that \u201ctree cover loss\u201d is not the same as \u201cdeforestation\u201d \u2013 tree cover loss includes change in both natural and planted forest, and does not need to be human caused. The data from 2011 onward were produced with an updated methodology that may capture additional loss. Comparisons between the original 2001-2010 data and future years should be performed with caution.\r\n\r\n\"The Tree Cover Canaopy (TCC) Density is assumed to be >30%. TCC density represents the estimated percent of a pixel that was covered by tree canopy in the year 2000, as determined from the analysis of satellite imagery. For the tree cover loss data, TCC density therefore corresponds to the density of tree cover before loss occurred. For example, if you select 25% as the minimum TCC density, you will only see tree cover loss pixels for which the original tree cover density was greater than 25%.\r\n\r\nAdjustments to the minimum TCC density only affect the tree cover and tree cover loss data layers. This feature does not pertain to Hansen/UMD/Google/USGS/NASA tree cover gain or to other GFW data layers or statistics. Tree cover gain is displayed with a set minimum TCC density greater than 50%.;\nunit: ha;\nunit description: hectares;",
1752.7397260273974
],
[
"name: Health Exposure Indicator 1: Projected change of deaths from climate change induced diseases;\ndisplay name: ;\ndescription: Projected change of deaths from climate change induced diseases;\nunit: NA;\nunit description: ;",
1324.2922374429224
]
],
"sklearn": [
[
"name: Health Exposure Indicator 1: Projected change of deaths from climate change induced diseases;\ndisplay name: ;\ndescription: Projected change of deaths from climate change induced diseases;\nunit: NA;\nunit description: ;",
0.5232352413733972
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
0.3843852799208353
],
[
"name: Food Exposure Indicator 2: Projected population change;\ndisplay name: ;\ndescription: Projected population change;\nunit: NA;\nunit description: ;",
0.23451776113818304
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1629.9293212890625
],
[
"name: Vulnerability;\ndisplay name: ;\ndescription: nd-gain vulnerability index: shows a country\u2019s current vulnerability to climate disruptions (the higher the more vulnerable)\n\nvulnerability\n\npropensity or predisposition of human societies to be negatively impacted by climate hazards\n\nnd-gain assesses the vulnerability of a country by considering six life-supporting sectors: food, water, health, ecosystem services, human habitat and infrastructure. each sector is in turn represented by six indicators that represent three cross-cutting components: the exposure of the sector to climate-related or climate-exacerbated hazards; the sensitivity of that sector to the impacts of the hazard and the adaptive capacity of the sector to cope or adapt to these impacts.\n\nexposure: the extent to which human society and its supporting sectors are stressed by the future changing climate conditions. exposure in nd-gain captures the physical factors external to the system that contribute to vulnerability.\n\nsensitivity: the degree to which people and the sectors they depend upon are affected by climate related perturbations. the factors increasing sensitivity include the degree of dependency on sectors that are climate-sensitive and proportion of populations sensitive to climate hazard due to factors such as topography and demography.\n\nadaptive capacity: the ability of society and its supporting sectors to adjust to reduce potential damage and to respond to the negative consequences of climate events. in nd-gain adaptive capacity indicators seek to capture a collection of means, readily deployable to deal with sector-specific climate change impacts.;\nunit: none;\nunit description: ;",
1596.6121826171875
],
[
"name: EN.CLC.GHGR.MT.CE;\ndisplay name: GHG net emissions/removals by LUCF (Mt of CO2 equivalent);\ndescription: GHG net emissions/removals by LUCF refers to changes in atmospheric levels of all greenhouse gases attributable to forest and land-use change activities, including but not limited to (1) emissions and removals of CO2 from decreases or increases in biomass stocks due to forest management, logging, fuelwood collection, etc.; (2) conversion of existing forests and natural grasslands to other land uses; (3) removal of CO2 from the abandonment of formerly managed lands (e.g. croplands and pastures); and (4) emissions and removals of CO2 in soil associated with land-use change and management. For Annex-I countries under the UNFCCC, these data are drawn from the annual GHG inventories submitted to the UNFCCC by each country; for non-Annex-I countries, data are drawn from the most recently submitted National Communication where available. Because of differences in reporting years and methodologies, these data are not generally considered comparable across countries. Data are in million metric tons.;\nunit: Mt of CO2 equivalent;\nunit description: Mt of CO2 equivalent;",
1530.947509765625
]
]
},
"Node(name='crisis_and_disaster', examples=())": {
"text": [
[
"name: EN.CLC.DRSK.XQ;\ndisplay name: Disaster risk reduction progress score (1-5 scale; 5=best);\ndescription: Disaster risk reduction progress score is an average of self-assessment scores, ranging from 1 to 5, submitted by countries under Priority 1 of the Hyogo Framework National Progress Reports. The Hyogo Framework is a global blueprint for disaster risk reduction efforts that was adopted by 168 countries in 2005. Assessments of \"Priority 1\" include four indicators that reflect the degree to which countries have prioritized disaster risk reduction and the strengthening of relevant institutions.;\nunit: 1-5 scale; 5=best;\nunit description: 1-5 scale; 5=best;",
976.495951694799
],
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
487.42857142857144
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
255.1859475778784
]
],
"sklearn": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
0.5411800232482584
],
[
"name: EN.CLC.DRSK.XQ;\ndisplay name: Disaster risk reduction progress score (1-5 scale; 5=best);\ndescription: Disaster risk reduction progress score is an average of self-assessment scores, ranging from 1 to 5, submitted by countries under Priority 1 of the Hyogo Framework National Progress Reports. The Hyogo Framework is a global blueprint for disaster risk reduction efforts that was adopted by 168 countries in 2005. Assessments of \"Priority 1\" include four indicators that reflect the degree to which countries have prioritized disaster risk reduction and the strengthening of relevant institutions.;\nunit: 1-5 scale; 5=best;\nunit description: 1-5 scale; 5=best;",
0.3602662679840356
],
[
"name: Total Deaths;\ndisplay name: Total Deaths;\ndescription: sum of dead (people who lost their life because the event happened) and missing (people whose whereabouts since the disaster is unknown, and who are presumed dead).;\nunit: number of people;\nunit description: ;",
0.21179483230387045
]
],
"bert": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
630.1190185546875
],
[
"name: fatalities;\ndisplay name: Fatalities;\ndescription: the number or estimate of fatalities due to event;\nunit: number of people;\nunit description: ;",
612.5278930664062
],
[
"name: fatalities;\ndisplay name: ;\ndescription: Fatalities associated with event;\nunit: people;\nunit description: ;",
609.6403198242188
]
]
},
"Node(name='health', examples=())": {
"text": [
[
"name: SH.XPD.GHED.CH.ZS;\ndisplay name: Domestic general government health expenditure (% of current health expenditure);\ndescription: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.;\nunit: % of current health expenditure;\nunit description: % of current health expenditure;",
144.8490566037736
],
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
128.75471698113208
],
[
"name: SH.UHC.NOP1.ZG;\ndisplay name: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line);\ndescription: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure, as a percentage of the $1.90 poverty line. The poverty gap increase due to out-of-pocket health spending is one way to measure how much out-of-pocket health spending pushes people below or further below the poverty line (the difference in the poverty gap due to out-of-pocket health spending being included or excluded from the measure of household welfare). This difference corresponds to the total out-of-pocket health spending for households that are already below the poverty line, to the amount that exceeds the shortfall between the poverty line and total consumption for households that are impoverished by out-of-pocket health spending and to zero for households whose consumption is above the poverty line after accounting for out-of-pocket health spending.;\nunit: % of poverty line;\nunit description: % of poverty line;",
128.75471698113208
]
],
"sklearn": [
[
"name: health;\ndisplay name: ;\ndescription: Health indicator;\nunit: NA;\nunit description: ;",
0.7798952252661706
],
[
"name: SH.XPD.GHED.CH.ZS;\ndisplay name: Domestic general government health expenditure (% of current health expenditure);\ndescription: Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.;\nunit: % of current health expenditure;\nunit description: % of current health expenditure;",
0.5987770080963708
],
[
"name: SH.MED.CMHW.P3;\ndisplay name: Community health workers (per 1,000 people);\ndescription: Community health workers include various types of community health aides, many with country-specific occupational titles such as community health officers, community health-education workers, family health workers, lady health visitors and health extension package workers.;\nunit: per 1,000 people;\nunit description: per 1,000 people;",
0.5068561131370719
]
],
"bert": [
[
"name: health;\ndisplay name: ;\ndescription: Health indicator;\nunit: NA;\nunit description: ;",
303.073486328125
],
[
"name: governance;\ndisplay name: ;\ndescription: Governance indicator;\nunit: NA;\nunit description: ;",
282.18890380859375
],
[
"name: Health Adaptive Capacity Indicator 1: Medical staffs;\ndisplay name: ;\ndescription: Medical staffs;\nunit: NA;\nunit description: ;",
281.2801513671875
]
]
},
"Node(name='pandemic', examples=('disease outbreak', 'global pandemic', 'pandemic', 'epidemic'))": {
"text": [
[
"name: SH.DYN.NCOM.ZS;\ndisplay name: Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70 (%);\ndescription: Mortality from CVD, cancer, diabetes or CRD is the percent of 30-year-old-people who would die before their 70th birthday from any of cardiovascular disease, cancer, diabetes, or chronic respiratory disease, assuming that s/he would experience current mortality rates at every age and s/he would not die from any other cause of death (e.g., injuries or HIV/AIDS).;\nunit: %;\nunit description: %;",
189.55555555555554
],
[
"name: SH.DYN.NCOM.FE.ZS;\ndisplay name: Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70, female (%);\ndescription: Mortality from CVD, cancer, diabetes or CRD is the percent of 30-year-old-people who would die before their 70th birthday from any of cardiovascular disease, cancer, diabetes, or chronic respiratory disease, assuming that s/he would experience current mortality rates at every age and s/he would not die from any other cause of death (e.g., injuries or HIV/AIDS).;\nunit: %;\nunit description: %;",
189.55555555555554
],
[
"name: SH.DYN.NCOM.MA.ZS;\ndisplay name: Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70, male (%);\ndescription: Mortality from CVD, cancer, diabetes or CRD is the percent of 30-year-old-people who would die before their 70th birthday from any of cardiovascular disease, cancer, diabetes, or chronic respiratory disease, assuming that s/he would experience current mortality rates at every age and s/he would not die from any other cause of death (e.g., injuries or HIV/AIDS).;\nunit: %;\nunit description: %;",
189.55555555555554
]
],
"sklearn": [
[
"name: CM.MKT.INDX.ZG;\ndisplay name: S&P Global Equity Indices (annual % change);\ndescription: S&P Global Equity Indices measure the U.S. dollar price change in the stock markets covered by the S&P/IFCI and S&P/Frontier BMI country indices.;\nunit: annual % change;\nunit description: annual % change;",
0.1846472153042951
],
[
"name: NY.ADJ.DPEM.CD;\ndisplay name: Adjusted savings: particulate emission damage (current US$);\ndescription: Particulate emissions damage is the damage due to exposure of a country's population to ambient concentrations of particulates measuring less than 2.5 microns in diameter (PM2.5), ambient ozone pollution, and indoor concentrations of PM2.5 in households cooking with solid fuels. Damages are calculated as foregone labor income due to premature death. Estimates of health impacts from the Global Burden of Disease Study 2013 are for 1990, 1995, 2000, 2005, 2010, and 2013. Data for other years have been extrapolated from trends in mortality rates.;\nunit: current US$;\nunit description: current US$;",
0.13852645937022118
],
[
"name: SH.DYN.NCOM.ZS;\ndisplay name: Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70 (%);\ndescription: Mortality from CVD, cancer, diabetes or CRD is the percent of 30-year-old-people who would die before their 70th birthday from any of cardiovascular disease, cancer, diabetes, or chronic respiratory disease, assuming that s/he would experience current mortality rates at every age and s/he would not die from any other cause of death (e.g., injuries or HIV/AIDS).;\nunit: %;\nunit description: %;",
0.1380287923525505
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
2628.818359375
],
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
2527.6494140625
],
[
"name: SH.STA.POIS.P5.FE;\ndisplay name: Mortality rate attributed to unintentional poisoning, female (per 100,000 female population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of female deaths from unintentional poisonings in a year per 100,000 female population. Unintentional poisoning can be caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
2502.59912109375
]
]
},
"Node(name='mitigation', examples=())": {
"text": [],
"sklearn": [],
"bert": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
624.4990234375
],
[
"name: Health Exposure Indicator 2: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\ndisplay name: ;\ndescription: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\nunit: NA;\nunit description: ;",
613.93896484375
],
[
"name: Human Habitat Adaptive Capacity Indicator 1: Quality of trade and transport infrastructure;\ndisplay name: ;\ndescription: Quality of trade and transport infrastructure;\nunit: NA;\nunit description: ;",
609.5243530273438
]
]
},
"Node(name='sanitation', examples=('sanitation', 'hygiene materials', 'soap', 'wash hands'))": {
"text": [
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
9261.142857142857
],
[
"name: SH.STA.HYGN.ZS;\ndisplay name: People with basic handwashing facilities including soap and water (% of population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of population;\nunit description: % of population;",
2843.333333333333
],
[
"name: SH.STA.HYGN.RU.ZS;\ndisplay name: People with basic handwashing facilities including soap and water, rural (% of rural population);\ndescription: The percentage of people living in households that have a handwashing facility with soap and water available on the premises. Handwashing facilities may be fixed or mobile and include a sink with tap water, buckets with taps, tippy-taps, and jugs or basins designated for handwashing. Soap includes bar soap, liquid soap, powder detergent, and soapy water but does not include ash, soil, sand or other handwashing agents.;\nunit: % of rural population;\nunit description: % of rural population;",
2843.333333333333
]
],
"sklearn": [
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
0.374389160960975
],
[
"name: SH.STA.BASS.ZS;\ndisplay name: People using at least basic sanitation services (% of population);\ndescription: The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households. This indicator encompasses both people using basic sanitation services as well as those using safely managed sanitation services. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines; ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of population;\nunit description: % of population;",
0.33011555608169796
],
[
"name: SH.STA.BASS.UR.ZS;\ndisplay name: People using at least basic sanitation services, urban (% of urban population);\ndescription: The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households. This indicator encompasses both people using basic sanitation services as well as those using safely managed sanitation services. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines; ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
0.3152335233555822
]
],
"bert": [
[
"name: SH.STA.BASS.ZS;\ndisplay name: People using at least basic sanitation services (% of population);\ndescription: The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households. This indicator encompasses both people using basic sanitation services as well as those using safely managed sanitation services. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines; ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of population;\nunit description: % of population;",
1756.6744384765625
],
[
"name: SH.STA.BASS.UR.ZS;\ndisplay name: People using at least basic sanitation services, urban (% of urban population);\ndescription: The percentage of people using at least basic sanitation services, that is, improved sanitation facilities that are not shared with other households. This indicator encompasses both people using basic sanitation services as well as those using safely managed sanitation services. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines; ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
1727.0601806640625
],
[
"name: SH.STA.SMSS.UR.ZS;\ndisplay name: People using safely managed sanitation services, urban (% of urban population);\ndescription: The percentage of people using improved sanitation facilities that are not shared with other households and where excreta are safely disposed of in situ or transported and treated offsite. Improved sanitation facilities include flush/pour flush to piped sewer systems, septic tanks or pit latrines: ventilated improved pit latrines, compositing toilets or pit latrines with slabs.;\nunit: % of urban population;\nunit description: % of urban population;",
1722.037353515625
]
]
},
"Node(name='contact_tracing', examples=('contact tracing',))": {
"text": [],
"sklearn": [],
"bert": [
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
927.1636962890625
],
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
927.1636962890625
],
[
"name: IC.PRP.PROC;\ndisplay name: Procedures to register property (number);\ndescription: Number of procedures to register property is the number of procedures required for a businesses to secure rights to property.;\nunit: number;\nunit description: number;",
923.5109252929688
]
]
},
"Node(name='quarantine', examples=('quarantine', 'shelter in place', 'isolation', 'restrict movements'))": {
"text": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
3412.0
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: ;",
858.4679487179487
],
[
"name: C1: Security Apparatus;\ndisplay name: C1: Security Apparatus;\ndescription: C1: Security Apparatus - the security apparatus indicator considers the security threats to a state, such as bombings, attacks and battle-related deaths, rebel movements, mutinies, coups, or terrorism. the security apparatus also takes into account serious criminal factors, such as organized crime and homicides, and perceived trust of citizens in domestic security. in some instances, the security apparatus may extend beyond traditional military or police forces to include state-sponsored or state-supported private militias that terrorize political opponents, suspected 'enemies,' or civilians seen to be sympathetic to the opposition. in other instances, the security apparatus of a state can include a 'deep state', that may consist of secret intelligence units, or other irregular security forces, that serve the interests of a political leader or clique. as a counter example, the indicator will also take into account armed resistance to a governing authority, particularly the manifestation of violent uprisings and insurgencies, proliferation of independent militias, vigilantes, or mercenary groups that challenge the state's monopoly of the use of force.;\nunit: number;\nunit description: number;",
858.4679487179487
]
],
"sklearn": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
0.16091262787309724
],
[
"name: FB.ATM.TOTL.P5;\ndisplay name: Automated teller machines (ATMs) (per 100,000 adults);\ndescription: Automated teller machines are computerized telecommunications devices that provide clients of a financial institution with access to financial transactions in a public place.;\nunit: per 100,000 adults;\nunit description: per 100,000 adults;",
0.07060739868804805
],
[
"name: IC.EXP.CSBC.CD;\ndisplay name: Cost to export, border compliance (US$);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: US$;\nunit description: US$;",
0.052705481566550236
]
],
"bert": [
[
"name: Health Exposure Indicator 2: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\ndisplay name: ;\ndescription: Projected change in vector-borne diseases due to changes in length of transmission season (LTS);\nunit: NA;\nunit description: ;",
2716.10205078125
],
[
"name: IDPs of concern to UNHCR;\ndisplay name: IDPs of Concern to UNHCR;\ndescription: IDPs of Concern to UNHCR;\nunit: people;\nunit description: people;",
2675.82861328125
],
[
"name: IDPs of concern to UNHCR;\ndisplay name: IDPs of Concern to UNHCR;\ndescription: IDPs of Concern to UNHCR;\nunit: people;\nunit description: people;",
2675.82861328125
]
]
},
"Node(name='social_distancing', examples=('social distancing',))": {
"text": [
[
"name: per_si_allsi.ben_q1_tot;\ndisplay name: Benefit incidence of social insurance programs to poorest quintile (% of total social insurance benefits);\ndescription: Benefit incidence of social insurance programs to poorest quintile shows the percentage of total social insurance benefits received by the poorest 20% of the population. Social insurance programs include old age contributory pensions (including survivors and disability) and social security and health insurance benefits (including occupational injury benefits, paid sick leave, maternity and other social insurance). Estimates include both direct and indirect beneficiaries.;\nunit: % of total social insurance benefits;\nunit description: % of total social insurance benefits;",
404.05263157894734
],
[
"name: per_sa_allsa.adq_pop_tot;\ndisplay name: Adequacy of social safety net programs (% of total welfare of beneficiary households);\ndescription: Adequacy of social safety net programs is measured by the total transfer amount received by the population participating in social safety net programs as a share of their total welfare. Welfare is defined as the total income or total expenditure of beneficiary households. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total welfare of beneficiary households;\nunit description: % of total welfare of beneficiary households;",
314.2631578947368
],
[
"name: per_sa_allsa.ben_q1_tot;\ndisplay name: Benefit incidence of social safety net programs to poorest quintile (% of total safety net benefits);\ndescription: Benefit incidence of social safety net programs to poorest quintile shows the percentage of total social safety net benefits received by the poorest 20% of the population. Social safety net programs include cash transfers and last resort programs, noncontributory social pensions, other cash transfers programs (child, family and orphan allowances, birth and death grants, disability benefits, and other allowances), conditional cash transfers, in-kind food transfers (food stamps and vouchers, food rations, supplementary feeding, and emergency food distribution), school feeding, other social assistance programs (housing allowances, scholarships, fee waivers, health subsidies, and other social assistance) and public works programs (cash for work and food for work). Estimates include both direct and indirect beneficiaries.;\nunit: % of total safety net benefits;\nunit description: % of total safety net benefits;",
314.2631578947368
]
],
"sklearn": [
[
"name: social;\ndisplay name: ;\ndescription: Social indicator;\nunit: NA;\nunit description: ;",
0.8045602748091043
],
[
"name: Social Readiness Indicator 1: Social inequality;\ndisplay name: ;\ndescription: Social inequality;\nunit: NA;\nunit description: ;",
0.6279403708349225
],
[
"name: per_si_allsi.ben_q1_tot;\ndisplay name: Benefit incidence of social insurance programs to poorest quintile (% of total social insurance benefits);\ndescription: Benefit incidence of social insurance programs to poorest quintile shows the percentage of total social insurance benefits received by the poorest 20% of the population. Social insurance programs include old age contributory pensions (including survivors and disability) and social security and health insurance benefits (including occupational injury benefits, paid sick leave, maternity and other social insurance). Estimates include both direct and indirect beneficiaries.;\nunit: % of total social insurance benefits;\nunit description: % of total social insurance benefits;",
0.4801757635195221
]
],
"bert": [
[
"name: SL.EMP.VULN.ZS;\ndisplay name: Vulnerable employment, total (% of total employment) (modeled ILO estimate);\ndescription: Vulnerable employment is contributing family workers and own-account workers as a percentage of total employment.;\nunit: modeled ILO estimate;\nunit description: modeled ILO estimate;",
1626.275390625
],
[
"name: SL.EMP.VULN.FE.ZS;\ndisplay name: Vulnerable employment, female (% of female employment) (modeled ILO estimate);\ndescription: Vulnerable employment is contributing family workers and own-account workers as a percentage of total employment.;\nunit: modeled ILO estimate;\nunit description: modeled ILO estimate;",
1623.32763671875
],
[
"name: SL.EMP.VULN.MA.ZS;\ndisplay name: Vulnerable employment, male (% of male employment) (modeled ILO estimate);\ndescription: Vulnerable employment is contributing family workers and own-account workers as a percentage of total employment.;\nunit: modeled ILO estimate;\nunit description: modeled ILO estimate;",
1620.06982421875
]
]
},
"Node(name='masks', examples=('masks', 'mask requirements', 'wearing face coverings'))": {
"text": [
[
"name: IC.GOV.DURS.ZS;\ndisplay name: Time spent dealing with the requirements of government regulations (% of senior management time);\ndescription: Time spent dealing with the requirements of government regulations is the proportion of senior management's time, in a typical week, that is spent dealing with the requirements imposed by government regulations (e.g., taxes, customs, labor regulations, licensing and registration, including dealings with officials, and completing forms).;\nunit: % of senior management time;\nunit description: % of senior management time;",
731.1428571428571
],
[
"name: ER.H2O.FWST.ZS;\ndisplay name: Level of water stress: freshwater withdrawal as a proportion of available freshwater resources;\ndescription: The level of water stress: freshwater withdrawal as a proportion of available freshwater resources is the ratio between total freshwater withdrawn by all major sectors and total renewable freshwater resources, after taking into account environmental water requirements. Main sectors, as defined by ISIC standards, include agriculture; forestry and fishing; manufacturing; electricity industry; and services. This indicator is also known as water withdrawal intensity.;\nunit: NA;\nunit description: NA;",
243.71428571428572
],
[
"name: IC.EXP.CSDC.CD;\ndisplay name: Cost to export, documentary compliance (US$);\ndescription: Documentary compliance captures the time and cost associated with compliance with the documentary requirements of all government agencies of the origin economy, the destination economy and any transit economies. The aim is to measure the total burden of preparing the bundle of documents that will enable completion of the international trade for the product and partner pair assumed in the case study.;\nunit: US$;\nunit description: US$;",
243.71428571428572
]
],
"sklearn": [
[
"name: IC.GOV.DURS.ZS;\ndisplay name: Time spent dealing with the requirements of government regulations (% of senior management time);\ndescription: Time spent dealing with the requirements of government regulations is the proportion of senior management's time, in a typical week, that is spent dealing with the requirements imposed by government regulations (e.g., taxes, customs, labor regulations, licensing and registration, including dealings with officials, and completing forms).;\nunit: % of senior management time;\nunit description: % of senior management time;",
0.28233448340636313
],
[
"name: IC.EXP.CSDC.CD;\ndisplay name: Cost to export, documentary compliance (US$);\ndescription: Documentary compliance captures the time and cost associated with compliance with the documentary requirements of all government agencies of the origin economy, the destination economy and any transit economies. The aim is to measure the total burden of preparing the bundle of documents that will enable completion of the international trade for the product and partner pair assumed in the case study.;\nunit: US$;\nunit description: US$;",
0.13236904481760214
],
[
"name: IC.IMP.CSDC.CD;\ndisplay name: Cost to import, documentary compliance (US$);\ndescription: Documentary compliance captures the time and cost associated with compliance with the documentary requirements of all government agencies of the origin economy, the destination economy and any transit economies. The aim is to measure the total burden of preparing the bundle of documents that will enable completion of the international trade for the product and partner pair assumed in the case study.;\nunit: US$;\nunit description: US$;",
0.13234259694957468
]
],
"bert": [
[
"name: Asylum-seekers;\ndisplay name: Asylum Seekers;\ndescription: Asylum Seekers;\nunit: people;\nunit description: people;",
2527.31884765625
],
[
"name: Asylum-seekers;\ndisplay name: Asylum Seekers;\ndescription: Asylum Seekers;\nunit: people;\nunit description: people;",
2527.31884765625
],
[
"name: IDPs;\ndisplay name: Internally Displaced People;\ndescription: Internally displaced people;\nunit: People;\nunit description: ;",
2480.900390625
]
]
},
"Node(name='famine', examples=('famine', 'hunger', 'starvation', 'inadequate food consumption', 'food deprivation', 'severe food insecurity', 'global acute malnutrition', 'acute malnutrition'))": {
"text": [
[
"name: Food Adaptive Capacity Indicator 2: Child malnutrition;\ndisplay name: ;\ndescription: Child malnutrition;\nunit: NA;\nunit description: ;",
3503.392857142857
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
3412.0
],
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
2559.0
]
],
"sklearn": [
[
"name: Food Adaptive Capacity Indicator 2: Child malnutrition;\ndisplay name: ;\ndescription: Child malnutrition;\nunit: NA;\nunit description: ;",
0.42319977821414456
],
[
"name: food;\ndisplay name: ;\ndescription: Food indicator;\nunit: NA;\nunit description: ;",
0.3439511488830229
],
[
"name: Food Sensitivity Indicator 1: Food import dependency;\ndisplay name: ;\ndescription: Food import dependency;\nunit: NA;\nunit description: ;",
0.2532600761558999
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
5544.89599609375
],
[
"name: SH.STA.WASH.P5;\ndisplay name: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene (per 100,000 population);\ndescription: Mortality rate attributed to unsafe water, unsafe sanitation and lack of hygiene is deaths attributable to unsafe water, sanitation and hygiene focusing on inadequate WASH services per 100,000 population. Death rates are calculated by dividing the number of deaths by the total population. In this estimate, only the impact of diarrhoeal diseases, intestinal nematode infections, and protein-energy malnutrition are taken into account.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
5283.423828125
],
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
5223.20654296875
]
]
},
"Node(name='crisis', examples=('crisis', 'crises', 'emergency', 'disasters', 'catastrophe'))": {
"text": [
[
"name: VC.IDP.NWDS;\ndisplay name: Internally displaced persons, new displacement associated with disasters (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
853.0
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
557.7307692307693
],
[
"name: VC.IDP.NWCV;\ndisplay name: Internally displaced persons, new displacement associated with conflict and violence (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
426.5
]
],
"sklearn": [
[
"name: VC.IDP.NWDS;\ndisplay name: Internally displaced persons, new displacement associated with disasters (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
0.1301426205640654
],
[
"name: SH.XPD.CHEX.GD.ZS;\ndisplay name: Current health expenditure (% of GDP);\ndescription: Level of current health expenditure expressed as a percentage of GDP. Estimates of current health expenditures include healthcare goods and services consumed during each year. This indicator does not include capital health expenditures such as buildings, machinery, IT and stocks of vaccines for emergency or outbreaks.;\nunit: % of GDP;\nunit description: % of GDP;",
0.09836947349780782
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
0.07909171124002987
]
],
"bert": [
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
1907.391845703125
],
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
1859.3109130859375
],
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
1826.75830078125
]
]
},
"Node(name='economic', examples=())": {
"text": [
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: ;",
135.87610619469027
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: number;",
135.87610619469027
],
[
"name: E1: Economy;\ndisplay name: E1: Economy;\ndescription: E1: Economy - the economic decline indicator considers factors related to economic decline within a country. for example, the indicator looks at patterns of progressive economic decline of the society as a whole as measured by per capita income, gross national product, unemployment rates, inflation, productivity, debt, poverty levels, or business failures. it also takes into account sudden drops in commodity prices, trade revenue, or foreign investment, and any collapse or devaluation of the national currency. the economic decline indicator further considers the responses to economic conditions and their consequences, such as extreme social hardship imposed by economic austerity programs, or perceived increasing group inequalities. the economic decline indicator is focused on the formal economy as well as illicit trade, including the drug and human trafficking, and capital flight, or levels of corruption and illicit transactions such as money laundering or embezzlement.;\nunit: number;\nunit description: ;",
105.68141592920355
]
],
"sklearn": [
[
"name: economic;\ndisplay name: ;\ndescription: Economic indicator;\nunit: NA;\nunit description: ;",
0.7746793829427405
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: ;",
0.3317615950635028
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: number;",
0.3313142603990407
]
],
"bert": [
[
"name: economic;\ndisplay name: ;\ndescription: Economic indicator;\nunit: NA;\nunit description: ;",
250.56982421875
],
[
"name: POP;\ndisplay name: Population;\ndescription: Total midyear population;\nunit: NA;\nunit description: ;",
243.2232666015625
],
[
"name: Food Adaptive Capacity Indicator 1: Agriculture capacity;\ndisplay name: ;\ndescription: Agriculture capacity;\nunit: NA;\nunit description: ;",
240.54098510742188
]
]
},
"Node(name='economic_crisis', examples=('economic crisis', 'financial crisis', 'economic volatility'))": {
"text": [
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: ;",
407.6283185840708
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: number;",
407.6283185840708
],
[
"name: E1: Economy;\ndisplay name: E1: Economy;\ndescription: E1: Economy - the economic decline indicator considers factors related to economic decline within a country. for example, the indicator looks at patterns of progressive economic decline of the society as a whole as measured by per capita income, gross national product, unemployment rates, inflation, productivity, debt, poverty levels, or business failures. it also takes into account sudden drops in commodity prices, trade revenue, or foreign investment, and any collapse or devaluation of the national currency. the economic decline indicator further considers the responses to economic conditions and their consequences, such as extreme social hardship imposed by economic austerity programs, or perceived increasing group inequalities. the economic decline indicator is focused on the formal economy as well as illicit trade, including the drug and human trafficking, and capital flight, or levels of corruption and illicit transactions such as money laundering or embezzlement.;\nunit: number;\nunit description: ;",
317.04424778761063
]
],
"sklearn": [
[
"name: economic;\ndisplay name: ;\ndescription: Economic indicator;\nunit: NA;\nunit description: ;",
0.7338478413366668
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: ;",
0.3142752159621578
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: number;",
0.3138514592634529
]
],
"bert": [
[
"name: NY.GDP.DEFL.KD.ZG;\ndisplay name: Inflation, GDP deflator (annual %);\ndescription: Inflation as measured by the annual growth rate of the GDP implicit deflator shows the rate of price change in the economy as a whole. The GDP implicit deflator is the ratio of GDP in current local currency to GDP in constant local currency.;\nunit: annual %;\nunit description: annual %;",
2131.06982421875
],
[
"name: NY.ADJ.NNTY.KD.ZG;\ndisplay name: Adjusted net national income (annual % growth);\ndescription: Adjusted net national income is GNI minus consumption of fixed capital and natural resources depletion.;\nunit: annual % growth;\nunit description: annual % growth;",
2070.440673828125
],
[
"name: E1: Economy;\ndisplay name: E1: Economy;\ndescription: E1: Economy - the economic decline indicator considers factors related to economic decline within a country. for example, the indicator looks at patterns of progressive economic decline of the society as a whole as measured by per capita income, gross national product, unemployment rates, inflation, productivity, debt, poverty levels, or business failures. it also takes into account sudden drops in commodity prices, trade revenue, or foreign investment, and any collapse or devaluation of the national currency. the economic decline indicator further considers the responses to economic conditions and their consequences, such as extreme social hardship imposed by economic austerity programs, or perceived increasing group inequalities. the economic decline indicator is focused on the formal economy as well as illicit trade, including the drug and human trafficking, and capital flight, or levels of corruption and illicit transactions such as money laundering or embezzlement.;\nunit: number;\nunit description: ;",
2068.083984375
]
]
},
"Node(name='environmental_disasters', examples=())": {
"text": [
[
"name: VC.IDP.NWDS;\ndisplay name: Internally displaced persons, new displacement associated with disasters (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
853.0
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
426.5
],
[
"name: VC.IDP.NWCV;\ndisplay name: Internally displaced persons, new displacement associated with conflict and violence (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
426.5
]
],
"sklearn": [
[
"name: Ecosystem Services Adaptive Capacity Indicator 2: Engagement in international environmental conventions;\ndisplay name: ;\ndescription: Engagement in international environmental conventions;\nunit: NA;\nunit description: ;",
0.2786921732973858
],
[
"name: IQ.CPA.ENVR.XQ;\ndisplay name: CPIA policy and institutions for environmental sustainability rating (1=low to 6=high);\ndescription: Policy and institutions for environmental sustainability assess the extent to which environmental policies foster the protection and sustainable use of natural resources and the management of pollution.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.27614568936734574
],
[
"name: VC.IDP.NWDS;\ndisplay name: Internally displaced persons, new displacement associated with disasters (number of cases);\ndescription: Internally displaced persons are defined according to the 1998 Guiding Principles (http://www.internal-displacement.org/publications/1998/ocha-guiding-principles-on-internal-displacement) as people or groups of people who have been forced or obliged to flee or to leave their homes or places of habitual residence, in particular as a result of armed conflict, or to avoid the effects of armed conflict, situations of generalized violence, violations of human rights, or natural or human-made disasters and who have not crossed an international border. \"New Displacement\" refers to the number of new cases or incidents of displacement recorded over the specified year, rather than the number of people displaced. This is done because people may have been displaced more than once.;\nunit: number of cases;\nunit description: number of cases;",
0.12944736259728531
]
],
"bert": [
[
"name: ER.H2O.INTR.K3;\ndisplay name: Renewable internal freshwater resources, total (billion cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country.;\nunit: billion cubic meters;\nunit description: billion cubic meters;",
503.1834716796875
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
502.05096435546875
],
[
"name: fatalities;\ndisplay name: ;\ndescription: Fatalities associated with event;\nunit: people;\nunit description: ;",
498.71746826171875
]
]
},
"Node(name='crop_failure', examples=('crop failure', 'loss of crops', 'decimated crop yields'))": {
"text": [
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
5288.6
],
[
"name: burned_area__ha;\ndisplay name: Burned Area (Hectare);\ndescription: Burned Area in Hectare. Displays monthly burned area extent and date of burn based on differences in a burn-sensitive Vegetation Index derived from MODIS shortwave infrared surface reflectance bands.\r\nCAUTIONS:\r\nBurned areas in cropland should generally be treated as low confidence and may be under-reported due to the inherent difficulty in mapping agricultural burning reliably\u00a0see Hall et al. 2016 for more information (https://doi.org/10.1016/j.rse.2016.07.022)\r\n\r\nThe monthly products for August 2000 and June 2001 are heavily degraded due to extended Terra MODIS outages\r\n\r\nThe Aqua MODIS satellite experienced a failure of about two weeks starting August 16, 2020; loss of data in Africa, eastern Asia, Indonesia, and Ocean a are not expected to significantly degrade the MCD64A1 burned are product in these regions since the Terra MODIS continued to function normally\r\n\r\nA global accuracy assessment for burned areas found an overall accuracy of 97%, commission error (i.e., false positive) of 24%, omission error (i.e., false negative) rate of 37%, producer\u2019s accuracy of 63%, and user\u2019s accuracy of 76%; temporal accuracy was 44% for same-day fire detection, and 68% within two days. \r\n\r\nOverview\r\nThe MODIS Burned Area data product uses a multi-stage algorithm to classify individual 500-m grid cells as either burned or unburned over a single calendar month. For a single MODIS tile, the change-detection algorithm 1) produces composite imagery that summarizes persistent changes in the time series of a burn-sensitive vegetation index, 2) uses spatial and temporal active-fire information to guide the statistical characterization of burn-related and non-burn-related change, and 3) estimates a probabilistic threshold to identify grid cells containing burned areas. One month of daily observations before and after the mapping period are required to accommodate the moving windows employed in the change-detection process, so three consecutive months of observations are required to map one calendar month of burning. In addition to detecting the burned area extent, the data product also approximates the day of burning in each month for each 500-m grid cell based on active fire detections.\r\n\r\nCitation\r\nGiglio, L. et al. (2018). \u201cMonthly MODIS Burned Area Product (MCD64A1 v006).\u201d Accessed on 27/12/2021 from Global Forest Watch.;\nunit: ha;\nunit description: hectares;",
3641.2795302013424
],
[
"name: umd_tree_cover_loss__ha;\ndisplay name: Tree Cover Loss in Hectare (ha);\ndescription: Tree Cover Loss in Hectare (ha): Tree cover loss is defined as stand level replacement of vegetation greater than 5 meters. The tree cover loss data set is a collaboration of the University of Maryland, Google, USGS, and NASA, and uses Landsat satellite images to map annual tree cover loss at a 30 \u00d7 30 meter resolution.\r\n\r\nNote that \u201ctree cover loss\u201d is not the same as \u201cdeforestation\u201d \u2013 tree cover loss includes change in both natural and planted forest, and does not need to be human caused. The data from 2011 onward were produced with an updated methodology that may capture additional loss. Comparisons between the original 2001-2010 data and future years should be performed with caution.\r\n\r\n\"The Tree Cover Canaopy (TCC) Density is assumed to be >30%. TCC density represents the estimated percent of a pixel that was covered by tree canopy in the year 2000, as determined from the analysis of satellite imagery. For the tree cover loss data, TCC density therefore corresponds to the density of tree cover before loss occurred. For example, if you select 25% as the minimum TCC density, you will only see tree cover loss pixels for which the original tree cover density was greater than 25%.\r\n\r\nAdjustments to the minimum TCC density only affect the tree cover and tree cover loss data layers. This feature does not pertain to Hansen/UMD/Google/USGS/NASA tree cover gain or to other GFW data layers or statistics. Tree cover gain is displayed with a set minimum TCC density greater than 50%.;\nunit: ha;\nunit description: hectares;",
2565.869798657718
]
],
"sklearn": [
[
"name: AG.PRD.CROP.XD;\ndisplay name: Crop production index (2014-2016 = 100);\ndescription: Crop production index shows agricultural production for each year relative to the base period 2014-2016. It includes all crops except fodder crops. Regional and income group aggregates for the FAO's production indexes are calculated from the underlying values in international dollars, normalized to the base period 2014-2016.;\nunit: 2014-2016 = 100;\nunit description: 2014-2016 = 100;",
0.2802671063707855
],
[
"name: AG.LND.CROP.ZS;\ndisplay name: Permanent cropland (% of land area);\ndescription: Permanent cropland is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber.;\nunit: % of land area;\nunit description: % of land area;",
0.11750940626785486
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
0.1015880905609481
]
],
"bert": [
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
2528.05322265625
],
[
"name: AG.LND.AGRI.ZS;\ndisplay name: Agricultural land (% of land area);\ndescription: Agricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Arable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.;\nunit: % of land area;\nunit description: % of land area;",
2497.96826171875
],
[
"name: AG.YLD.CREL.KG;\ndisplay name: Cereal yield (kg per hectare);\ndescription: 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.;\nunit: kg per hectare;\nunit description: kg per hectare;",
2462.23046875
]
]
},
"Node(name='insect_infestation', examples=('insect infestation',))": {
"text": [],
"sklearn": [],
"bert": [
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
1289.4971923828125
],
[
"name: SH.STA.POIS.P5.FE;\ndisplay name: Mortality rate attributed to unintentional poisoning, female (per 100,000 female population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of female deaths from unintentional poisonings in a year per 100,000 female population. Unintentional poisoning can be caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 female population;\nunit description: per 100,000 female population;",
1286.8416748046875
],
[
"name: SH.STA.POIS.P5.MA;\ndisplay name: Mortality rate attributed to unintentional poisoning, male (per 100,000 male population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of male deaths from unintentional poisonings in a year per 100,000 male population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 male population;\nunit description: per 100,000 male population;",
1281.3333740234375
]
]
},
"Node(name='natural_disaster', examples=())": {
"text": [
[
"name: EN.CLC.DRSK.XQ;\ndisplay name: Disaster risk reduction progress score (1-5 scale; 5=best);\ndescription: Disaster risk reduction progress score is an average of self-assessment scores, ranging from 1 to 5, submitted by countries under Priority 1 of the Hyogo Framework National Progress Reports. The Hyogo Framework is a global blueprint for disaster risk reduction efforts that was adopted by 168 countries in 2005. Assessments of \"Priority 1\" include four indicators that reflect the degree to which countries have prioritized disaster risk reduction and the strengthening of relevant institutions.;\nunit: 1-5 scale; 5=best;\nunit description: 1-5 scale; 5=best;",
974.8571428571429
],
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
487.42857142857144
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
286.90415913200724
]
],
"sklearn": [
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
0.46860651262720765
],
[
"name: EN.CLC.DRSK.XQ;\ndisplay name: Disaster risk reduction progress score (1-5 scale; 5=best);\ndescription: Disaster risk reduction progress score is an average of self-assessment scores, ranging from 1 to 5, submitted by countries under Priority 1 of the Hyogo Framework National Progress Reports. The Hyogo Framework is a global blueprint for disaster risk reduction efforts that was adopted by 168 countries in 2005. Assessments of \"Priority 1\" include four indicators that reflect the degree to which countries have prioritized disaster risk reduction and the strengthening of relevant institutions.;\nunit: 1-5 scale; 5=best;\nunit description: 1-5 scale; 5=best;",
0.30771510125289214
],
[
"name: Ecosystem Services Sensitivity Indicator 1: Natural capital dependency;\ndisplay name: ;\ndescription: Natural capital dependency;\nunit: NA;\nunit description: ;",
0.22317915742462663
]
],
"bert": [
[
"name: Human Habitat Exposure Indicator 2: Projected change of flood hazard;\ndisplay name: ;\ndescription: Projected change of flood hazard;\nunit: NA;\nunit description: ;",
504.1712646484375
],
[
"name: fatalities;\ndisplay name: ;\ndescription: Fatalities associated with event;\nunit: people;\nunit description: ;",
501.3192138671875
],
[
"name: fatalities;\ndisplay name: Fatalities;\ndescription: the number or estimate of fatalities due to event;\nunit: number of people;\nunit description: ;",
501.16650390625
]
]
},
"Node(name='flooding', examples=('flood', 'floods', 'flooding', 'flash flood'))": {
"text": [
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
3412.0
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
2843.333333333333
],
[
"name: Human Habitat Exposure Indicator 2: Projected change of flood hazard;\ndisplay name: ;\ndescription: Projected change of flood hazard;\nunit: NA;\nunit description: ;",
2274.6666666666665
]
],
"sklearn": [
[
"name: Human Habitat Exposure Indicator 2: Projected change of flood hazard;\ndisplay name: ;\ndescription: Projected change of flood hazard;\nunit: NA;\nunit description: ;",
0.33439752278687546
],
[
"name: DISPLACED;\ndisplay name: Displaced;\ndescription: number displaced by the flood event\r\n\r\n;\nunit: people;\nunit description: ;",
0.2356704912325843
],
[
"name: AG.LND.IRIG.AG.ZS;\ndisplay name: Agricultural irrigated land (% of total agricultural land);\ndescription: Agricultural irrigated land refers to agricultural areas purposely provided with water, including land irrigated by controlled flooding.;\nunit: % of total agricultural land;\nunit description: % of total agricultural land;",
0.10814817656378625
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1654.5654296875
],
[
"name: Total Affected;\ndisplay name: Total Affected;\ndescription: the total affected is the sum of injured (people suffering from physical injuries, trauma or an illness requiring immediate medical assistance as a direct result of a disaster), affected (people requiring immediate assistance during a period of emergency, i.e. requiring basic survival needs such as food, water, shelter, sanitation and immediate medical assistance) and homeless (people whose homes were destroyed or heavily damaged and therefore need shelter after an event).;\nunit: number of people;\nunit description: ;",
1542.270263671875
],
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
1482.0648193359375
]
]
},
"Node(name='avalanche', examples=('avalanche',))": {
"text": [],
"sklearn": [],
"bert": [
[
"name: fatalities;\ndisplay name: ;\ndescription: Fatalities associated with event;\nunit: people;\nunit description: ;",
572.7890625
],
[
"name: Infrastructure Adaptive Capacity Indicator 2: Disaster preparedness;\ndisplay name: ;\ndescription: Disaster preparedness;\nunit: NA;\nunit description: ;",
566.4387817382812
],
[
"name: country;\ndisplay name: country;\ndescription: Country;\nunit: country;\nunit description: None;",
565.980712890625
]
]
},
"Node(name='wildfire', examples=('wildfire',))": {
"text": [],
"sklearn": [],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
823.8287353515625
],
[
"name: EG.ELC.RNWX.KH;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (kWh);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: kWh;\nunit description: kWh;",
820.6126098632812
],
[
"name: EG.ELC.RNWX.ZS;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (% of total);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: % of total;\nunit description: % of total;",
812.6318359375
]
]
},
"Node(name='volcanic_eruption', examples=('volcanic eruption',))": {
"text": [],
"sklearn": [],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
672.0723876953125
],
[
"name: EG.ELC.RNWX.KH;\ndisplay name: Electricity production from renewable sources, excluding hydroelectric (kWh);\ndescription: Electricity production from renewable sources, excluding hydroelectric, includes geothermal, solar, tides, wind, biomass, and biofuels.;\nunit: kWh;\nunit description: kWh;",
656.6404418945312
],
[
"name: Data_long_term_Average;\ndisplay name: RS-Based Estimated Precipitation Long Term Average (mm);\ndescription: RS-Based Estimated Precipitation Long Term Average in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
652.4031982421875
]
]
},
"Node(name='drought', examples=('drought', 'droughts', 'low rainfall'))": {
"text": [
[
"name: PDSI (TerraClimate), Jan 2010 to Dec 2020;\ndisplay name: Monthly Palmer Drought Severity Index - PDSI - January 2010 To December 2020;\ndescription: monthly palmer drought severity index (pdsi) from january 2010 to december 2020 from terraclimate). the palmer drought severity index (pdsi) uses readily available temperature and precipitation data to estimate relative dryness. it is a standardized index that generally spans -10 (dry) to +10 (wet). maps of operational agencies like noaa typically show a range of -4 to +4, but more extreme values are possible. the pdsi has been reasonably successful at quantifying long-term drought. as it uses temperature data and a physical water balance model, it can capture the basic effect of global warming on drought through changes in potential evapotranspiration. monthly pdsi values do not capture droughts on time scales less than about 12 months; more pros and cons are discussed in the expert guidance.;\nunit: none;\nunit description: ;",
5118.0
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
4265.0
],
[
"name: ER.H2O.INTR.PC;\ndisplay name: Renewable internal freshwater resources per capita (cubic meters);\ndescription: Renewable internal freshwater resources flows refer to internal renewable resources (internal river flows and groundwater from rainfall) in the country. Renewable internal freshwater resources per capita are calculated using the World Bank's population estimates.;\nunit: cubic meters;\nunit description: cubic meters;",
853.0
]
],
"sklearn": [
[
"name: PDSI (TerraClimate), Jan 2010 to Dec 2020;\ndisplay name: Monthly Palmer Drought Severity Index - PDSI - January 2010 To December 2020;\ndescription: monthly palmer drought severity index (pdsi) from january 2010 to december 2020 from terraclimate). the palmer drought severity index (pdsi) uses readily available temperature and precipitation data to estimate relative dryness. it is a standardized index that generally spans -10 (dry) to +10 (wet). maps of operational agencies like noaa typically show a range of -4 to +4, but more extreme values are possible. the pdsi has been reasonably successful at quantifying long-term drought. as it uses temperature data and a physical water balance model, it can capture the basic effect of global warming on drought through changes in potential evapotranspiration. monthly pdsi values do not capture droughts on time scales less than about 12 months; more pros and cons are discussed in the expert guidance.;\nunit: none;\nunit description: ;",
0.2998631228334411
],
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
0.17341107839168446
],
[
"name: IQ.CPA.TRAD.XQ;\ndisplay name: CPIA trade rating (1=low to 6=high);\ndescription: Trade assesses how the policy framework fosters trade in goods.;\nunit: 1=low to 6=high;\nunit description: 1=low to 6=high;",
0.10872715208980602
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1641.21826171875
],
[
"name: AG.LND.PRCP.MM;\ndisplay name: Average precipitation in depth (mm per year);\ndescription: Average precipitation is the long-term average in depth (over space and time) of annual precipitation in the country. Precipitation is defined as any kind of water that falls from clouds as a liquid or a solid.;\nunit: mm per year;\nunit description: mm per year;",
1558.4625244140625
],
[
"name: Data_long_term_Average;\ndisplay name: RS-Based Estimated Precipitation Long Term Average (mm);\ndescription: RS-Based Estimated Precipitation Long Term Average in millimeters;\nunit: millimeters (mm);\nunit description: millimeters (mm);",
1556.7562255859375
]
]
},
"Node(name='earthquake', examples=('earthquake',))": {
"text": [],
"sklearn": [],
"bert": [
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
469.3030090332031
],
[
"name: id;\ndisplay name: ;\ndescription: Basin ID;\nunit: NA;\nunit description: ;",
469.3030090332031
],
[
"name: DISPLACED;\ndisplay name: Displaced;\ndescription: number displaced by the flood event\r\n\r\n;\nunit: people;\nunit description: ;",
460.74932861328125
]
]
},
"Node(name='weather_issue', examples=())": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1137.3333333333333
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: ;",
568.6666666666666
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: number;",
568.6666666666666
]
],
"sklearn": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
0.12450403101797591
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: ;",
0.07358422546630465
],
[
"name: S1: Demographic Pressures;\ndisplay name: S1: Demographic Pressures;\ndescription: S1: Demographic Pressures - the demographic pressures indicator considers pressures upon the state deriving from the population itself or the environment around it. for example, the indicator measures population pressures related to food supply, access to safe water, and other life-sustaining resources, or health, such as prevalence of disease and epidemics. the indicator considers demographic characteristics, such as pressures from high population growth rates or skewed population distributions, such as a 'youth or age bulge,' or sharply divergent rates of population growth among competing communal groups, recognizing that such effects can have profound social, economic, and political effects. beyond the population, the indicator also takes into account pressures stemming from extreme weather events (hurricanes, earthquakes, floods or drought), and pressures upon the population from environmental hazards.;\nunit: number;\nunit description: number;",
0.07347517075855765
]
],
"bert": [
[
"name: Water Exposure Indicator 1: Projected change of annual runoff;\ndisplay name: ;\ndescription: Projected change of annual runoff;\nunit: NA;\nunit description: ;",
571.0719604492188
],
[
"name: Human Habitat Exposure Indicator 1: Projected change of warm periods;\ndisplay name: ;\ndescription: Projected change of warm periods;\nunit: NA;\nunit description: ;",
566.5297241210938
],
[
"name: Elevation;\ndisplay name: Average Minimum Elevation;\ndescription: Average Minimum Elevation in 12km x 12 km region;\nunit: meters;\nunit description: meters;",
557.0401000976562
]
]
},
"Node(name='cold_temperature', examples=('cold temperature', 'frigid conditions', 'blizzard', 'arctic winds', 'winter emergency', 'state of emergency due to cold weather'))": {
"text": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
23036.124643488427
],
[
"name: anomaly-tas-monthly-mean;\ndisplay name: Monthly Mean Temperature Anomaly (celsius);\ndescription: World Bank - Climate Change Knowledge Portal - Monthly Mean Predicted Temperature Anomaly in degrees celsius (mean predicted temperature anomaly calculated for each month over 2020-2039 and shows as 2020 date). Temperature Anomaly - Predicted Data (CMIP - using 1986-2005 as reference period, RCP8.5 High Emissions scenario, and Ensemble model) - 2020-2039. Citation: data used from the CCKP. World Bank Group, Climate Change Knowledge Portal (https://climateknowledgeportal.worldbank.org/download-data);\nunit: celsius;\nunit description: celsius;",
2274.6666666666665
],
[
"name: (deg C) Mean Temperature (ERA5);\ndisplay name: Mean Temperature (ERA5) in Celsius;\ndescription: Mean Temperature, ERA5 Reanalysis, Degrees Celsius;\nunit: celsius;\nunit description: celsius;",
1706.0
]
],
"sklearn": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
0.3107294140161527
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
0.21636694338223442
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: Temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
0.21636694338223442
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
4732.8193359375
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
4165.5322265625
],
[
"name: timeseries-tas-annual-mean;\ndisplay name: Temperature;\ndescription: near-surface (usually, 2 meter) air temperature;\nunit: degC;\nunit description: degrees Celsius;",
4165.5322265625
]
]
},
"Node(name='fire', examples=('fire', 'blaze', 'wildfires', 'burned'))": {
"text": [
[
"name: burned_area__ha;\ndisplay name: Burned Area (Hectare);\ndescription: Burned Area in Hectare. Displays monthly burned area extent and date of burn based on differences in a burn-sensitive Vegetation Index derived from MODIS shortwave infrared surface reflectance bands.\r\nCAUTIONS:\r\nBurned areas in cropland should generally be treated as low confidence and may be under-reported due to the inherent difficulty in mapping agricultural burning reliably\u00a0see Hall et al. 2016 for more information (https://doi.org/10.1016/j.rse.2016.07.022)\r\n\r\nThe monthly products for August 2000 and June 2001 are heavily degraded due to extended Terra MODIS outages\r\n\r\nThe Aqua MODIS satellite experienced a failure of about two weeks starting August 16, 2020; loss of data in Africa, eastern Asia, Indonesia, and Ocean a are not expected to significantly degrade the MCD64A1 burned are product in these regions since the Terra MODIS continued to function normally\r\n\r\nA global accuracy assessment for burned areas found an overall accuracy of 97%, commission error (i.e., false positive) of 24%, omission error (i.e., false negative) rate of 37%, producer\u2019s accuracy of 63%, and user\u2019s accuracy of 76%; temporal accuracy was 44% for same-day fire detection, and 68% within two days. \r\n\r\nOverview\r\nThe MODIS Burned Area data product uses a multi-stage algorithm to classify individual 500-m grid cells as either burned or unburned over a single calendar month. For a single MODIS tile, the change-detection algorithm 1) produces composite imagery that summarizes persistent changes in the time series of a burn-sensitive vegetation index, 2) uses spatial and temporal active-fire information to guide the statistical characterization of burn-related and non-burn-related change, and 3) estimates a probabilistic threshold to identify grid cells containing burned areas. One month of daily observations before and after the mapping period are required to accommodate the moving windows employed in the change-detection process, so three consecutive months of observations are required to map one calendar month of burning. In addition to detecting the burned area extent, the data product also approximates the day of burning in each month for each 500-m grid cell based on active fire detections.\r\n\r\nCitation\r\nGiglio, L. et al. (2018). \u201cMonthly MODIS Burned Area Product (MCD64A1 v006).\u201d Accessed on 27/12/2021 from Global Forest Watch.;\nunit: ha;\nunit description: hectares;",
23884.0
],
[
"name: alert__count;\ndisplay name: Fire Alert Count using MODIS Data;\ndescription: Fire Alert Count using MODIS Data: Provides the number of fire alerts that take place within a country throughout a period of time. The fire alert count is also associated with a significance level. This significance level is determined by how the number of fire alerts over selected time interval varies from the expected value when considering the same period over all the available historic data. The significance level of the data here is SIGNFICANCE.\u00a0The confidence level category of the data here is HIGH (h). We define the start of the peak fires season as the first week in which the mean alert counts crosses half of the historical data's mean-high alert counts. \r\nSOURCE\r\nVIIRS Fire Data:\u00a0NASA FIRMS, VIIRS alerts (https://earthdata.nasa.gov/earth-observation-data/near-real-time/firms/active-fire-data)\r\nMODIS Fire Data:\u00a0NASA FIRMS, MODIS alerts (ttps://earthdata.nasa.gov/firms)\r\nAdministrative boundaries:\u00a0Global Administrative Areas database (GADM), version 3.6. (http://gadm.org/)\r\n\r\nCitation\r\nGlobal Forest Watch. \u201cFires in \u201d. Accessed on 27/12/2021 from www.globalforestwatch.org.;\nunit: number;\nunit description: ;",
13648.0
]
],
"sklearn": [
[
"name: alert__count;\ndisplay name: Fire Alert Count using MODIS Data;\ndescription: Fire Alert Count using MODIS Data: Provides the number of fire alerts that take place within a country throughout a period of time. The fire alert count is also associated with a significance level. This significance level is determined by how the number of fire alerts over selected time interval varies from the expected value when considering the same period over all the available historic data. The significance level of the data here is SIGNFICANCE.\u00a0The confidence level category of the data here is HIGH (h). We define the start of the peak fires season as the first week in which the mean alert counts crosses half of the historical data's mean-high alert counts. \r\nSOURCE\r\nVIIRS Fire Data:\u00a0NASA FIRMS, VIIRS alerts (https://earthdata.nasa.gov/earth-observation-data/near-real-time/firms/active-fire-data)\r\nMODIS Fire Data:\u00a0NASA FIRMS, MODIS alerts (ttps://earthdata.nasa.gov/firms)\r\nAdministrative boundaries:\u00a0Global Administrative Areas database (GADM), version 3.6. (http://gadm.org/)\r\n\r\nCitation\r\nGlobal Forest Watch. \u201cFires in \u201d. Accessed on 27/12/2021 from www.globalforestwatch.org.;\nunit: number;\nunit description: ;",
0.42880031551783687
],
[
"name: burned_area__ha;\ndisplay name: Burned Area (Hectare);\ndescription: Burned Area in Hectare. Displays monthly burned area extent and date of burn based on differences in a burn-sensitive Vegetation Index derived from MODIS shortwave infrared surface reflectance bands.\r\nCAUTIONS:\r\nBurned areas in cropland should generally be treated as low confidence and may be under-reported due to the inherent difficulty in mapping agricultural burning reliably\u00a0see Hall et al. 2016 for more information (https://doi.org/10.1016/j.rse.2016.07.022)\r\n\r\nThe monthly products for August 2000 and June 2001 are heavily degraded due to extended Terra MODIS outages\r\n\r\nThe Aqua MODIS satellite experienced a failure of about two weeks starting August 16, 2020; loss of data in Africa, eastern Asia, Indonesia, and Ocean a are not expected to significantly degrade the MCD64A1 burned are product in these regions since the Terra MODIS continued to function normally\r\n\r\nA global accuracy assessment for burned areas found an overall accuracy of 97%, commission error (i.e., false positive) of 24%, omission error (i.e., false negative) rate of 37%, producer\u2019s accuracy of 63%, and user\u2019s accuracy of 76%; temporal accuracy was 44% for same-day fire detection, and 68% within two days. \r\n\r\nOverview\r\nThe MODIS Burned Area data product uses a multi-stage algorithm to classify individual 500-m grid cells as either burned or unburned over a single calendar month. For a single MODIS tile, the change-detection algorithm 1) produces composite imagery that summarizes persistent changes in the time series of a burn-sensitive vegetation index, 2) uses spatial and temporal active-fire information to guide the statistical characterization of burn-related and non-burn-related change, and 3) estimates a probabilistic threshold to identify grid cells containing burned areas. One month of daily observations before and after the mapping period are required to accommodate the moving windows employed in the change-detection process, so three consecutive months of observations are required to map one calendar month of burning. In addition to detecting the burned area extent, the data product also approximates the day of burning in each month for each 500-m grid cell based on active fire detections.\r\n\r\nCitation\r\nGiglio, L. et al. (2018). \u201cMonthly MODIS Burned Area Product (MCD64A1 v006).\u201d Accessed on 27/12/2021 from Global Forest Watch.;\nunit: ha;\nunit description: hectares;",
0.3409632267961885
]
],
"bert": [
[
"name: EN.CLC.MDAT.ZS;\ndisplay name: Droughts, floods, extreme temperatures (% of population, average 1990-2009);\ndescription: Droughts, floods and extreme temperatures is the annual average percentage of the population that is affected by natural disasters classified as either droughts, floods, or extreme temperature events. A drought is an extended period of time characterized by a deficiency in a region's water supply that is the result of constantly below average precipitation. A drought can lead to losses to agriculture, affect inland navigation and hydropower plants, and cause a lack of drinking water and famine. A flood is a significant rise of water level in a stream, lake, reservoir or coastal region. Extreme temperature events are either cold waves or heat waves. A cold wave can be both a prolonged period of excessively cold weather and the sudden invasion of very cold air over a large area. Along with frost it can cause damage to agriculture, infrastructure, and property. A heat wave is a prolonged period of excessively hot and sometimes also humid weather relative to normal climate patterns of a certain region. Population affected is the number of people injured, left homeless or requiring immediate assistance during a period of emergency resulting from a natural disaster; it can also include displaced or evacuated people. Average percentage of population affected is calculated by dividing the sum of total affected for the period stated by the sum of the annual population figures for the period stated.;\nunit: % of population, average 1990-2009;\nunit description: % of population, average 1990-2009;",
1732.618896484375
],
[
"name: EN.ATM.METH.AG.ZS;\ndisplay name: Agricultural methane emissions (% of total);\ndescription: Agricultural methane emissions are emissions from animals, animal waste, rice production, agricultural waste burning (nonenergy, on-site), and savanna burning.;\nunit: % of total;\nunit description: % of total;",
1728.4345703125
],
[
"name: SH.STA.POIS.P5;\ndisplay name: Mortality rate attributed to unintentional poisoning (per 100,000 population);\ndescription: Mortality rate attributed to unintentional poisonings is the number of deaths from unintentional poisonings in a year per 100,000 population. Unintentional poisoning can\nbe caused by household chemicals, pesticides, kerosene, carbon monoxide and medicines, or can be the result of environmental contamination or occupational chemical exposure.;\nunit: per 100,000 population;\nunit description: per 100,000 population;",
1718.5313720703125
]
]
},
"Node(name='economic_and_commerce', examples=())": {
"text": [
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: ;",
139.15372387000247
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: number;",
139.15372387000247
],
[
"name: E1: Economy;\ndisplay name: E1: Economy;\ndescription: E1: Economy - the economic decline indicator considers factors related to economic decline within a country. for example, the indicator looks at patterns of progressive economic decline of the society as a whole as measured by per capita income, gross national product, unemployment rates, inflation, productivity, debt, poverty levels, or business failures. it also takes into account sudden drops in commodity prices, trade revenue, or foreign investment, and any collapse or devaluation of the national currency. the economic decline indicator further considers the responses to economic conditions and their consequences, such as extreme social hardship imposed by economic austerity programs, or perceived increasing group inequalities. the economic decline indicator is focused on the formal economy as well as illicit trade, including the drug and human trafficking, and capital flight, or levels of corruption and illicit transactions such as money laundering or embezzlement.;\nunit: number;\nunit description: ;",
113.87546011748405
]
],
"sklearn": [
[
"name: economic;\ndisplay name: ;\ndescription: Economic indicator;\nunit: NA;\nunit description: ;",
0.718528808605659
],
[
"name: E1: Economy;\ndisplay name: E1: Economy;\ndescription: E1: Economy - the economic decline indicator considers factors related to economic decline within a country. for example, the indicator looks at patterns of progressive economic decline of the society as a whole as measured by per capita income, gross national product, unemployment rates, inflation, productivity, debt, poverty levels, or business failures. it also takes into account sudden drops in commodity prices, trade revenue, or foreign investment, and any collapse or devaluation of the national currency. the economic decline indicator further considers the responses to economic conditions and their consequences, such as extreme social hardship imposed by economic austerity programs, or perceived increasing group inequalities. the economic decline indicator is focused on the formal economy as well as illicit trade, including the drug and human trafficking, and capital flight, or levels of corruption and illicit transactions such as money laundering or embezzlement.;\nunit: number;\nunit description: ;",
0.3388024407543452
],
[
"name: E1: Economy;\ndisplay name: E1: Economy;\ndescription: E1: Economy - the economic decline indicator considers factors related to economic decline within a country. for example, the indicator looks at patterns of progressive economic decline of the society as a whole as measured by per capita income, gross national product, unemployment rates, inflation, productivity, debt, poverty levels, or business failures. it also takes into account sudden drops in commodity prices, trade revenue, or foreign investment, and any collapse or devaluation of the national currency. the economic decline indicator further considers the responses to economic conditions and their consequences, such as extreme social hardship imposed by economic austerity programs, or perceived increasing group inequalities. the economic decline indicator is focused on the formal economy as well as illicit trade, including the drug and human trafficking, and capital flight, or levels of corruption and illicit transactions such as money laundering or embezzlement.;\nunit: number;\nunit description: number;",
0.3380683062119539
]
],
"bert": [
[
"name: TX.VAL.INSF.ZS.WT;\ndisplay name: Insurance and financial services (% of commercial service exports);\ndescription: Insurance and financial services cover freight insurance on goods exported and other direct insurance such as life insurance; financial intermediation services such as commissions, foreign exchange transactions, and brokerage services; and auxiliary services such as financial market operational and regulatory services.;\nunit: % of commercial service exports;\nunit description: % of commercial service exports;",
583.4285278320312
],
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
580.1470947265625
],
[
"name: TM.VAL.INSF.ZS.WT;\ndisplay name: Insurance and financial services (% of commercial service imports);\ndescription: Insurance and financial services cover freight insurance on goods imported and other direct insurance such as life insurance; financial intermediation services such as commissions, foreign exchange transactions, and brokerage services; and auxiliary services such as financial market operational and regulatory services.;\nunit: % of commercial service imports;\nunit description: % of commercial service imports;",
574.2535400390625
]
]
},
"Node(name='poverty', examples=('poverty', 'poor'))": {
"text": [
[
"name: SH.UHC.NOP1.ZG;\ndisplay name: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line);\ndescription: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure, as a percentage of the $1.90 poverty line. The poverty gap increase due to out-of-pocket health spending is one way to measure how much out-of-pocket health spending pushes people below or further below the poverty line (the difference in the poverty gap due to out-of-pocket health spending being included or excluded from the measure of household welfare). This difference corresponds to the total out-of-pocket health spending for households that are already below the poverty line, to the amount that exceeds the shortfall between the poverty line and total consumption for households that are impoverished by out-of-pocket health spending and to zero for households whose consumption is above the poverty line after accounting for out-of-pocket health spending.;\nunit: % of poverty line;\nunit description: % of poverty line;",
1492.75
],
[
"name: SH.UHC.NOP2.ZG;\ndisplay name: Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line);\ndescription: Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure, as a percentage of the $3.20 poverty line. The poverty gap increase due to out-of-pocket health spending is one way to measure how much out-of-pocket health spending pushes people below or further below the poverty line (the difference in the poverty gap due to out-of-pocket health spending being included or excluded from the measure of household welfare). This difference corresponds to the total out-of-pocket health spending for households that are already below the poverty line, to the amount that exceeds the shortfall between the poverty line and total consumption for households that are impoverished by out-of-pocket health spending and to zero for households whose consumption is above the poverty line after accounting for out-of-pocket health spending.;\nunit: % of poverty line;\nunit description: % of poverty line;",
1492.75
],
[
"name: SH.UHC.NOP1.CG;\ndisplay name: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (USD);\ndescription: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure, expressed in US dollars (2011 PPP). The poverty gap increase due to out-of-pocket health spending is one way to measure how much out-of-pocket health spending pushes people below or further below the poverty line (the difference in the poverty gap due to out-of-pocket health spending being included or excluded from the measure of household welfare). This difference corresponds to the total out-of-pocket health spending for households that are already below the poverty line, to the amount that exceeds the shortfall between the poverty line and total consumption for households that are impoverished by out-of-pocket health spending and to zero for households whose consumption is above the poverty line after accounting for out-of-pocket health spending.;\nunit: USD;\nunit description: USD;",
1066.25
]
],
"sklearn": [
[
"name: SH.UHC.NOP2.ZG;\ndisplay name: Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line);\ndescription: Increase in poverty gap at $3.20 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure, as a percentage of the $3.20 poverty line. The poverty gap increase due to out-of-pocket health spending is one way to measure how much out-of-pocket health spending pushes people below or further below the poverty line (the difference in the poverty gap due to out-of-pocket health spending being included or excluded from the measure of household welfare). This difference corresponds to the total out-of-pocket health spending for households that are already below the poverty line, to the amount that exceeds the shortfall between the poverty line and total consumption for households that are impoverished by out-of-pocket health spending and to zero for households whose consumption is above the poverty line after accounting for out-of-pocket health spending.;\nunit: % of poverty line;\nunit description: % of poverty line;",
0.45554228762271803
],
[
"name: SH.UHC.NOP1.ZG;\ndisplay name: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure (% of poverty line);\ndescription: Increase in poverty gap at $1.90 ($ 2011 PPP) poverty line due to out-of-pocket health care expenditure, as a percentage of the $1.90 poverty line. The poverty gap increase due to out-of-pocket health spending is one way to measure how much out-of-pocket health spending pushes people below or further below the poverty line (the difference in the poverty gap due to out-of-pocket health spending being included or excluded from the measure of household welfare). This difference corresponds to the total out-of-pocket health spending for households that are already below the poverty line, to the amount that exceeds the shortfall between the poverty line and total consumption for households that are impoverished by out-of-pocket health spending and to zero for households whose consumption is above the poverty line after accounting for out-of-pocket health spending.;\nunit: % of poverty line;\nunit description: % of poverty line;",
0.4537196158141886
],
[
"name: SI.POV.GAPS;\ndisplay name: Poverty gap at $2.15 a day (2017 PPP) (%);\ndescription: Poverty gap at $2.15 a day (2017 PPP) is the mean shortfall in income or consumption from the poverty line $2.15 a day (counting the nonpoor as having zero shortfall), expressed as a percentage of the poverty line. This measure reflects the depth of poverty as well as its incidence.;\nunit: %;\nunit description: %;",
0.4411292642466267
]
],
"bert": [
[
"name: SI.POV.MDIM;\ndisplay name: Multidimensional poverty headcount ratio (% of total population);\ndescription: The percentage of people who are multidimensionally poor;\nunit: % of total population;\nunit description: % of total population;",
1037.9486083984375
],
[
"name: SI.POV.MDIM.HH;\ndisplay name: Multidimensional poverty headcount ratio, household (% of total households);\ndescription: The percentage of households who are multidimensionally poor;\nunit: % of total households;\nunit description: % of total households;",
1025.091796875
],
[
"name: SI.POV.MDIM.17;\ndisplay name: Multidimensional poverty headcount ratio, children (% of child population);\ndescription: The percentage of children who are multidimensionally poor;\nunit: % of child population;\nunit description: % of child population;",
1017.9461669921875
]
]
},
"Node(name='economic_activity', examples=())": {
"text": [
[
"name: EN.CO2.ETOT.ZS;\ndisplay name: CO2 emissions from electricity and heat production, total (% of total fuel combustion);\ndescription: CO2 emissions from electricity and heat production is the sum of three IEA categories of CO2 emissions: (1) Main Activity Producer Electricity and Heat which contains the sum of emissions from main activity producer electricity generation, combined heat and power generation and heat plants. Main activity producers (formerly known as public utilities) are defined as those undertakings whose primary activity is to supply the public. They may be publicly or privately owned. This corresponds to IPCC Source/Sink Category 1 A 1 a. For the CO2 emissions from fuel combustion (summary) file, emissions from own on-site use of fuel in power plants (EPOWERPLT) are also included. (2) Unallocated Autoproducers which contains the emissions from the generation of electricity and/or heat by autoproducers. Autoproducers are defined as undertakings that generate electricity and/or heat, wholly or partly for their own use as an activity which supports their primary activity. They may be privately or publicly owned. In the 1996 IPCC Guidelines, these emissions would normally be distributed between industry, transport and \"other\" sectors. (3) Other Energy Industries contains emissions from fuel combusted in petroleum refineries, for the manufacture of solid fuels, coal mining, oil and gas extraction and other energy-producing industries. This corresponds to the IPCC Source/Sink Categories 1 A 1 b and 1 A 1 c. According to the 1996 IPCC Guidelines, emissions from coke inputs to blast furnaces can either be counted here or in the Industrial Processes source/sink category. Within detailed sectoral calculations, certain non-energy processes can be distinguished. In the reduction of iron in a blast furnace through the combustion of coke, the primary purpose of the coke oxidation is to produce pig iron and the emissions can be considered as an industrial process. Care must be taken not to double count these emissions in both Energy and Industrial Processes. In the IEA estimations, these emissions have been included in this category.;\nunit: % of total fuel combustion;\nunit description: % of total fuel combustion;",
204.71999999999997
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: ;",
135.87610619469027
],
[
"name: E2: Economic Inequality;\ndisplay name: E2: Economic Inequality;\ndescription: E2: Economic Inequality - the uneven economic development indicator considers inequality within the economy, irrespective of the actual performance of an economy. for example, the indicator looks at structural inequality that is based on group (such as racial, ethnic, religious, or other identity group) or based on education, economic status, or region (such as urban-rural divide). the indicator considers not only actual inequality, but also perceptions of inequality, recognizing that perceptions of economic inequality can fuel grievance as much as real inequality, and can reinforce communal tensions or nationalistic rhetoric. further to measuring economic inequality, the indicator also takes into account the opportunities for groups to improve their economic status, such as through access to employment, education, or job training such that even if there is economic inequality present, to what degree it is structural and reinforcing.;\nunit: number;\nunit description: number;",
135.87610619469027
]
],
"sklearn": [
[
"name: economic;\ndisplay name: ;\ndescription: Economic indicator;\nunit: NA;\nunit description: ;",
0.4918069692633859
],
[
"name: SL.TLF.0714.WK.ZS;\ndisplay name: Children in employment, work only (% of children in employment, ages 7-14);\ndescription: Children in employment refer to children involved in economic activity for at least one hour in the reference week of the survey. Work only refers to children involved in economic activity and not attending school.;\nunit: % of children in employment, ages 7-14;\nunit description: % of children in employment, ages 7-14;",
0.2495141070356207
],
[
"name: SL.TLF.0714.SW.ZS;\ndisplay name: Children in employment, study and work (% of children in employment, ages 7-14);\ndescription: Children in employment refer to children involved in economic activity for at least one hour in the reference week of the survey. Study and work refer to children attending school in combination with economic activity.;\nunit: % of children in employment, ages 7-14;\nunit description: % of children in employment, ages 7-14;",
0.24575603422076847
]
],
"bert": [
[
"name: TX.VAL.INSF.ZS.WT;\ndisplay name: Insurance and financial services (% of commercial service exports);\ndescription: Insurance and financial services cover freight insurance on goods exported and other direct insurance such as life insurance; financial intermediation services such as commissions, foreign exchange transactions, and brokerage services; and auxiliary services such as financial market operational and regulatory services.;\nunit: % of commercial service exports;\nunit description: % of commercial service exports;",
435.31097412109375
],
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
430.82891845703125
],
[
"name: SL.AGR.EMPL.ZS;\ndisplay name: Employment in agriculture (% of total employment) (modeled ILO estimate);\ndescription: Employment is defined as persons of working age who were engaged in any activity to produce goods or provide services for pay or profit, whether at work during the reference period or not at work due to temporary absence from a job, or to working-time arrangement. The agriculture sector consists of activities in agriculture, hunting, forestry and fishing, in accordance with division 1 (ISIC 2) or categories A-B (ISIC 3) or category A (ISIC 4).;\nunit: modeled ILO estimate;\nunit description: modeled ILO estimate;",
430.5782775878906
]
]
},
"Node(name='livelihood', examples=())": {
"text": [
[
"name: SM.POP.REFG;\ndisplay name: Refugee population by country or territory of asylum;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of asylum is the country where an asylum claim was filed and granted.;\nunit: NA;\nunit description: NA;",
284.3333333333333
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
284.3333333333333
],
[
"name: SM.POP.REFG;\ndisplay name: Refugee population by country or territory of asylum;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of asylum is the country where an asylum claim was filed and granted.;\nunit: NA;\nunit description: NA;",
284.3333333333333
]
],
"sklearn": [
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.08722866132437075
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.08722866132437075
],
[
"name: SM.POP.REFG.OR;\ndisplay name: Refugee population by country or territory of origin;\ndescription: Refugees are people who are recognized as refugees under the 1951 Convention Relating to the Status of Refugees or its 1967 Protocol, the 1969 Organization of African Unity Convention Governing the Specific Aspects of Refugee Problems in Africa, people recognized as refugees in accordance with the UNHCR statute, people granted refugee-like humanitarian status, and people provided temporary protection. Asylum seekers--people who have applied for asylum or refugee status and who have not yet received a decision or who are registered as asylum seekers--are excluded. Palestinian refugees are people (and their descendants) whose residence was Palestine between June 1946 and May 1948 and who lost their homes and means of livelihood as a result of the 1948 Arab-Israeli conflict. Country of origin generally refers to the nationality or country of citizenship of a claimant.;\nunit: NA;\nunit description: NA;",
0.08722866132437075
]
],
"bert": [
[
"name: POP;\ndisplay name: Population;\ndescription: Total midyear population;\nunit: NA;\nunit description: ;",
228.29811096191406
],
[
"name: health;\ndisplay name: ;\ndescription: Health indicator;\nunit: NA;\nunit description: ;",
227.78956604003906
],
[
"name: economic;\ndisplay name: ;\ndescription: Economic indicator;\nunit: NA;\nunit description: ;",
226.48989868164062
]
]
},
"Node(name='farming', examples=('farming',))": {
"text": [
[
"name: ER.FSH.AQUA.MT;\ndisplay name: Aquaculture production (metric tons);\ndescription: Aquaculture is understood to mean the farming of aquatic organisms including fish, molluscs, crustaceans and aquatic plants. Aquaculture production specifically refers to output from aquaculture activities, which are designated for final harvest for consumption.;\nunit: metric tons;\nunit description: metric tons;",
1706.0
],
[
"name: ER.FSH.PROD.MT;\ndisplay name: Total fisheries production (metric tons);\ndescription: Total fisheries production measures the volume of aquatic species caught by a country for all commercial, industrial, recreational and subsistence purposes. The harvest from mariculture, aquaculture and other kinds of fish farming is also included.;\nunit: metric tons;\nunit description: metric tons;",
1706.0
]
],
"sklearn": [
[
"name: ER.FSH.PROD.MT;\ndisplay name: Total fisheries production (metric tons);\ndescription: Total fisheries production measures the volume of aquatic species caught by a country for all commercial, industrial, recreational and subsistence purposes. The harvest from mariculture, aquaculture and other kinds of fish farming is also included.;\nunit: metric tons;\nunit description: metric tons;",
0.17323172425380703
],
[
"name: ER.FSH.AQUA.MT;\ndisplay name: Aquaculture production (metric tons);\ndescription: Aquaculture is understood to mean the farming of aquatic organisms including fish, molluscs, crustaceans and aquatic plants. Aquaculture production specifically refers to output from aquaculture activities, which are designated for final harvest for consumption.;\nunit: metric tons;\nunit description: metric tons;",
0.14565739757415655
]
],
"bert": [
[
"name: AG.AGR.TRAC.NO;\ndisplay name: Agricultural machinery, tractors;\ndescription: 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.;\nunit: NA;\nunit description: NA;",
534.988525390625
],
[
"name: AG.LND.CREL.HA;\ndisplay name: Land under cereal production (hectares);\ndescription: Land under cereal production refers to harvested area, although some countries report only sown or cultivated area. 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.;\nunit: hectares;\nunit description: hectares;",
526.609619140625
],
[
"name: AG.PRD.CREL.MT;\ndisplay name: Cereal production (metric tons);\ndescription: 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.;\nunit: metric tons;\nunit description: metric tons;",
526.4630737304688
]
]
},
"Node(name='currency', examples=('currency', 'dollar', 'pound', 'cash', 'money', 'hard currency', 'foreign exchange'))": {
"text": [
[
"name: PA.NUS.FCRF;\ndisplay name: Official exchange rate (LCU per US$, period average);\ndescription: Official exchange rate refers to the exchange rate determined by national authorities or to the rate determined in the legally sanctioned exchange market. It is calculated as an annual average based on monthly averages (local currency units relative to the U.S. dollar).;\nunit: LCU per US$, period average;\nunit description: LCU per US$, period average;",
440.21958041958044
],
[
"name: NY.GDP.MKTP.KD;\ndisplay name: GDP (constant 2015 US$);\ndescription: GDP at purchaser's prices is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. Data are in constant 2015 prices, expressed in U.S. dollars. Dollar figures for GDP are converted from domestic currencies using 2015 official exchange rates. For a few countries where the official exchange rate does not reflect the rate effectively applied to actual foreign exchange transactions, an alternative conversion factor is used.;\nunit: constant 2015 US$;\nunit description: constant 2015 US$;",
358.54120879120876
],
[
"name: NY.GDP.MKTP.CD;\ndisplay name: GDP (current US$);\ndescription: GDP at purchaser's prices is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. Data are in current U.S. dollars. Dollar figures for GDP are converted from domestic currencies using single year official exchange rates. For a few countries where the official exchange rate does not reflect the rate effectively applied to actual foreign exchange transactions, an alternative conversion factor is used.;\nunit: current US$;\nunit description: current US$;",
358.54120879120876
]
],
"sklearn": [
[
"name: FM.AST.NFRG.CN;\ndisplay name: Net foreign assets (current LCU);\ndescription: Net foreign assets are the sum of foreign assets held by monetary authorities and deposit money banks, less their foreign liabilities. Data are in current local currency.;\nunit: current LCU;\nunit description: current LCU;",
0.24056744276150072
],
[
"name: PA.NUS.FCRF;\ndisplay name: Official exchange rate (LCU per US$, period average);\ndescription: Official exchange rate refers to the exchange rate determined by national authorities or to the rate determined in the legally sanctioned exchange market. It is calculated as an annual average based on monthly averages (local currency units relative to the U.S. dollar).;\nunit: LCU per US$, period average;\nunit description: LCU per US$, period average;",
0.2250306578779962
],
[
"name: FM.LBL.BMNY.IR.ZS;\ndisplay name: Broad money to total reserves ratio;\ndescription: Broad money (IFS line 35L..ZK) is the sum of currency outside banks; demand deposits other than those of the central government; the time, savings, and foreign currency deposits of resident sectors other than the central government; bank and traveler\u2019s checks; and other securities such as certificates of deposit and commercial paper.;\nunit: NA;\nunit description: NA;",
0.2173661272697924
]
],
"bert": [
[
"name: FI.RES.TOTL.DT.ZS;\ndisplay name: Total reserves (% of total external debt);\ndescription: International reserves to total external debt stocks.;\nunit: % of total external debt;\nunit description: % of total external debt;",
2895.55712890625
],
[
"name: NY.ADJ.NNAT.CD;\ndisplay name: Adjusted savings: net national savings (current US$);\ndescription: Net national savings are equal to gross national savings less the value of consumption of fixed capital.;\nunit: current US$;\nunit description: current US$;",
2884.84423828125
],
[
"name: NY.ADJ.NNAT.GN.ZS;\ndisplay name: Adjusted savings: net national savings (% of GNI);\ndescription: Net national savings are equal to gross national savings less the value of consumption of fixed capital.;\nunit: % of GNI;\nunit description: % of GNI;",
2884.29345703125
]
]
},
"Node(name='cross_border_trade', examples=())": {
"text": [
[
"name: IC.EXP.CSBC.CD;\ndisplay name: Cost to export, border compliance (US$);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: US$;\nunit description: US$;",
625.5333333333333
],
[
"name: IC.IMP.CSBC.CD;\ndisplay name: Cost to import, border compliance (US$);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: US$;\nunit description: US$;",
625.5333333333333
],
[
"name: IC.EXP.TMBC;\ndisplay name: Time to export, border compliance (hours);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: hours;\nunit description: hours;",
625.5333333333333
]
],
"sklearn": [
[
"name: IC.EXP.CSBC.CD;\ndisplay name: Cost to export, border compliance (US$);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: US$;\nunit description: US$;",
0.30403566838641416
],
[
"name: IC.IMP.CSBC.CD;\ndisplay name: Cost to import, border compliance (US$);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: US$;\nunit description: US$;",
0.30399472059937405
],
[
"name: IC.EXP.TMBC;\ndisplay name: Time to export, border compliance (hours);\ndescription: Border compliance captures the time and cost associated with compliance with the economy\u2019s customs regulations and with regulations relating to other inspections that are mandatory in order for the shipment to cross the economy\u2019s border, as well as the time and cost for handling that takes place at its port or border. The time and cost for this segment include time and cost for customs clearance and inspection procedures conducted by other government agencies.;\nunit: hours;\nunit description: hours;",
0.29916021201473236
]
],
"bert": [
[
"name: TX.VAL.ICTG.ZS.UN;\ndisplay name: ICT goods exports (% of total goods exports);\ndescription: Information and communication technology goods exports include computers and peripheral equipment, communication equipment, consumer electronic equipment, electronic components, and other information and technology goods (miscellaneous).;\nunit: % of total goods exports;\nunit description: % of total goods exports;",
614.296142578125
],
[
"name: TX.VAL.INSF.ZS.WT;\ndisplay name: Insurance and financial services (% of commercial service exports);\ndescription: Insurance and financial services cover freight insurance on goods exported and other direct insurance such as life insurance; financial intermediation services such as commissions, foreign exchange transactions, and brokerage services; and auxiliary services such as financial market operational and regulatory services.;\nunit: % of commercial service exports;\nunit description: % of commercial service exports;",
603.7369384765625
],
[
"name: TM.VAL.INSF.ZS.WT;\ndisplay name: Insurance and financial services (% of commercial service imports);\ndescription: Insurance and financial services cover freight insurance on goods imported and other direct insurance such as life insurance; financial intermediation services such as commissions, foreign exchange transactions, and brokerage services; and auxiliary services such as financial market operational and regulatory services.;\nunit: % of commercial service imports;\nunit description: % of commercial service imports;",
600.524169921875
]
]
},
"Node(name='import', examples=())": {
"text": [
[
"name: TM.VAL.MRCH.XD.WD;\ndisplay name: Import value index (2000 = 100);\ndescription: Import value indexes are the current value of imports (c.i.f.) converted to U.S. dollars and expressed as a percentage of the average for the base period (2000). UNCTAD's import value indexes are reported for most economies. For selected economies for which UNCTAD does not publish data, the import value indexes are derived from import volume indexes (line 73) and corresponding unit value indexes of imports (line 75) in the IMF's International Financial Statistics.;\nunit: 2000 = 100;\nunit description: 2000 = 100;",
224.4736842105263
],
[
"name: TM.QTY.MRCH.XD.WD;\ndisplay name: Import volume index (2000 = 100);\ndescription: Import volume indexes are derived from UNCTAD's volume index series and are the ratio of the import value indexes to the corresponding unit value indexes. Unit value indexes are based on data reported by countries that demonstrate consistency under UNCTAD quality controls, supplemented by UNCTAD\u2019s estimates using the previous year\u2019s trade values at the Standard International Trade Classification three-digit level as weights. To improve data coverage, especially for the latest periods, UNCTAD constructs a set of average prices indexes at the three-digit product classification of the Standard International Trade Classification revision 3 using UNCTAD\u2019s Commodity Price Statistics, interna\u00adtional and national sources, and UNCTAD secretariat estimates and calculates unit value indexes at the country level using the current year\u2019s trade values as weights. For economies for which UNCTAD does not publish data, the import volume indexes (lines 73) in the IMF's International Financial Statistics are used.;\nunit: 2000 = 100;\nunit description: 2000 = 100;",
179.57894736842104
],
[
"name: NY.EXP.CAPM.KN;\ndisplay name: Exports as a capacity to import (constant LCU);\ndescription: Exports as a capacity to import equals the current price value of exports of goods and services deflated by the import price index. Data are in constant local currency.;\nunit: constant LCU;\nunit description: constant LCU;",
134.68421052631578
]
],
"sklearn": [
[
"name: Food Sensitivity Indicator 1: Food import dependency;\ndisplay name: ;\ndescription: Food import dependency;\nunit: NA;\nunit description: ;",
0.43936610375468477
],
[
"name: NY.EXP.CAPM.KN;\ndisplay name: Exports as a capacity to import (constant LCU);\ndescription: Exports as a capacity to import equals the current price value of exports of goods and services deflated by the import price index. Data are in constant local currency.;\nunit: constant LCU;\nunit description: constant LCU;",
0.39083946481212983
],
[
"name: TM.VAL.MRCH.XD.WD;\ndisplay name: Import value index (2000 = 100);\ndescription: Import value indexes are the current value of imports (c.i.f.) converted to U.S. dollars and expressed as a percentage of the average for the base period (2000). UNCTAD's import value indexes are reported for most economies. For selected economies for which UNCTAD does not publish data, the import value indexes are derived from import volume indexes (line 73) and corresponding unit value indexes of imports (line 75) in the IMF's International Financial Statistics.;\nunit: 2000 = 100;\nunit description: 2000 = 100;",
0.3820440582593882
]
],
"bert": [
[
"name: food;\ndisplay name: ;\ndescription: Food indicator;\nunit: NA;\nunit description: ;",
236.360107421875
],
[
View raw

(Sorry about that, but we can’t show files that are this big right now.)

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment