davidgasquez/country_year_indicators

Name: davidgasquez/country_year_indicators
Creator: davidgasquez
Published: 2024-05-19 03:00:46
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Hugging Face2024-05-19 更新2024-06-11 收录

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--- dataset_info: features: - name: country dtype: string - name: year dtype: int64 - name: iso_code dtype: string - name: population dtype: int64 - name: gdp dtype: float64 - name: biofuel_cons_change_pct dtype: string - name: biofuel_cons_change_twh dtype: string - name: biofuel_cons_per_capita dtype: string - name: biofuel_consumption dtype: string - name: biofuel_elec_per_capita dtype: string - name: biofuel_electricity dtype: float64 - name: biofuel_share_elec dtype: float64 - name: biofuel_share_energy dtype: string - name: carbon_intensity_elec dtype: float64 - name: coal_cons_change_pct dtype: string - name: coal_cons_change_twh dtype: string - name: coal_cons_per_capita dtype: string - name: coal_consumption dtype: string - name: coal_elec_per_capita dtype: string - name: coal_electricity dtype: float64 - name: coal_prod_change_pct dtype: float64 - name: coal_prod_change_twh dtype: float64 - name: coal_prod_per_capita dtype: float64 - name: coal_production dtype: float64 - name: coal_share_elec dtype: float64 - name: coal_share_energy dtype: string - name: electricity_demand dtype: float64 - name: electricity_generation dtype: float64 - name: electricity_share_energy dtype: string - name: energy_cons_change_pct dtype: string - name: energy_cons_change_twh dtype: string - name: energy_per_capita dtype: string - name: energy_per_gdp dtype: string - name: fossil_cons_change_pct dtype: string - name: fossil_cons_change_twh dtype: string - name: fossil_elec_per_capita dtype: string - name: fossil_electricity dtype: float64 - name: fossil_energy_per_capita dtype: string - name: fossil_fuel_consumption dtype: string - name: fossil_share_elec dtype: float64 - name: fossil_share_energy dtype: string - name: gas_cons_change_pct dtype: string - name: gas_cons_change_twh dtype: string - name: gas_consumption dtype: string - name: gas_elec_per_capita dtype: string - name: gas_electricity dtype: float64 - name: gas_energy_per_capita dtype: string - name: gas_prod_change_pct dtype: float64 - name: gas_prod_change_twh dtype: float64 - name: gas_prod_per_capita dtype: float64 - name: gas_production dtype: float64 - name: gas_share_elec dtype: float64 - name: gas_share_energy dtype: string - name: greenhouse_gas_emissions dtype: float64 - name: hydro_cons_change_pct dtype: string - name: hydro_cons_change_twh dtype: string - name: hydro_consumption dtype: string - name: hydro_elec_per_capita dtype: string - name: hydro_electricity dtype: float64 - name: hydro_energy_per_capita dtype: string - name: hydro_share_elec dtype: float64 - name: hydro_share_energy dtype: string - name: low_carbon_cons_change_pct dtype: string - name: low_carbon_cons_change_twh dtype: string - name: low_carbon_consumption dtype: string - name: low_carbon_elec_per_capita dtype: string - name: low_carbon_electricity dtype: float64 - name: low_carbon_energy_per_capita dtype: string - name: low_carbon_share_elec dtype: float64 - name: low_carbon_share_energy dtype: string - name: net_elec_imports dtype: string - name: net_elec_imports_share_demand dtype: string - name: nuclear_cons_change_pct dtype: string - name: nuclear_cons_change_twh dtype: string - name: nuclear_consumption dtype: string - name: nuclear_elec_per_capita dtype: string - name: nuclear_electricity dtype: float64 - name: nuclear_energy_per_capita dtype: string - name: nuclear_share_elec dtype: float64 - name: nuclear_share_energy dtype: string - name: oil_cons_change_pct dtype: string - name: oil_cons_change_twh dtype: string - name: oil_consumption dtype: string - name: oil_elec_per_capita dtype: string - name: oil_electricity dtype: float64 - name: oil_energy_per_capita dtype: string - name: oil_prod_change_pct dtype: string - name: oil_prod_change_twh dtype: string - name: oil_prod_per_capita dtype: string - name: oil_production dtype: string - name: oil_share_elec dtype: float64 - name: oil_share_energy dtype: string - name: other_renewable_consumption dtype: string - name: other_renewable_electricity dtype: float64 - name: other_renewable_exc_biofuel_electricity dtype: float64 - name: other_renewables_cons_change_pct dtype: string - name: other_renewables_cons_change_twh dtype: string - name: other_renewables_elec_per_capita dtype: string - name: other_renewables_elec_per_capita_exc_biofuel dtype: string - name: other_renewables_energy_per_capita dtype: string - name: other_renewables_share_elec dtype: float64 - name: other_renewables_share_elec_exc_biofuel dtype: float64 - name: other_renewables_share_energy dtype: string - name: per_capita_electricity dtype: string - name: primary_energy_consumption dtype: string - name: renewables_cons_change_pct dtype: string - name: renewables_cons_change_twh dtype: string - name: renewables_consumption dtype: string - name: renewables_elec_per_capita dtype: string - name: renewables_electricity dtype: float64 - name: renewables_energy_per_capita dtype: string - name: renewables_share_elec dtype: float64 - name: renewables_share_energy dtype: string - name: solar_cons_change_pct dtype: string - name: solar_cons_change_twh dtype: string - name: solar_consumption dtype: string - name: solar_elec_per_capita dtype: string - name: solar_electricity dtype: float64 - name: solar_energy_per_capita dtype: string - name: solar_share_elec dtype: float64 - name: solar_share_energy dtype: string - name: wind_cons_change_pct dtype: string - name: wind_cons_change_twh dtype: string - name: wind_consumption dtype: string - name: wind_elec_per_capita dtype: string - name: wind_electricity dtype: float64 - name: wind_energy_per_capita dtype: string - name: wind_share_elec dtype: float64 - name: wind_share_energy dtype: string - name: country_1 dtype: string - name: year_1 dtype: int64 - name: iso_code_1 dtype: string - name: population_1 dtype: int64 - name: gdp_1 dtype: string - name: cement_co2 dtype: float64 - name: cement_co2_per_capita dtype: float64 - name: co2 dtype: float64 - name: co2_growth_abs dtype: string - name: co2_growth_prct dtype: string - name: co2_including_luc dtype: float64 - name: co2_including_luc_growth_abs dtype: string - name: co2_including_luc_growth_prct dtype: string - name: co2_including_luc_per_capita dtype: float64 - name: co2_including_luc_per_gdp dtype: string - name: co2_including_luc_per_unit_energy dtype: string - name: co2_per_capita dtype: float64 - name: co2_per_gdp dtype: string - name: co2_per_unit_energy dtype: string - name: coal_co2 dtype: float64 - name: coal_co2_per_capita dtype: float64 - name: consumption_co2 dtype: string - name: consumption_co2_per_capita dtype: string - name: consumption_co2_per_gdp dtype: string - name: cumulative_cement_co2 dtype: float64 - name: cumulative_co2 dtype: float64 - name: cumulative_co2_including_luc dtype: float64 - name: cumulative_coal_co2 dtype: float64 - name: cumulative_flaring_co2 dtype: float64 - name: cumulative_gas_co2 dtype: float64 - name: cumulative_luc_co2 dtype: float64 - name: cumulative_oil_co2 dtype: float64 - name: cumulative_other_co2 dtype: string - name: energy_per_capita_1 dtype: string - name: energy_per_gdp_1 dtype: string - name: flaring_co2 dtype: float64 - name: flaring_co2_per_capita dtype: float64 - name: gas_co2 dtype: float64 - name: gas_co2_per_capita dtype: float64 - name: ghg_excluding_lucf_per_capita dtype: string - name: ghg_per_capita dtype: string - name: land_use_change_co2 dtype: float64 - name: land_use_change_co2_per_capita dtype: float64 - name: methane dtype: string - name: methane_per_capita dtype: string - name: nitrous_oxide dtype: string - name: nitrous_oxide_per_capita dtype: string - name: oil_co2 dtype: float64 - name: oil_co2_per_capita dtype: float64 - name: other_co2_per_capita dtype: string - name: other_industry_co2 dtype: string - name: primary_energy_consumption_1 dtype: string - name: share_global_cement_co2 dtype: float64 - name: share_global_co2 dtype: float64 - name: share_global_co2_including_luc dtype: float64 - name: share_global_coal_co2 dtype: float64 - name: share_global_cumulative_cement_co2 dtype: float64 - name: share_global_cumulative_co2 dtype: float64 - name: share_global_cumulative_co2_including_luc dtype: float64 - name: share_global_cumulative_coal_co2 dtype: float64 - name: share_global_cumulative_flaring_co2 dtype: string - name: share_global_cumulative_gas_co2 dtype: float64 - name: share_global_cumulative_luc_co2 dtype: float64 - name: share_global_cumulative_oil_co2 dtype: float64 - name: share_global_cumulative_other_co2 dtype: string - name: share_global_flaring_co2 dtype: string - name: share_global_gas_co2 dtype: float64 - name: share_global_luc_co2 dtype: float64 - name: share_global_oil_co2 dtype: float64 - name: share_global_other_co2 dtype: string - name: share_of_temperature_change_from_ghg dtype: float64 - name: temperature_change_from_ch4 dtype: float64 - name: temperature_change_from_co2 dtype: float64 - name: temperature_change_from_ghg dtype: float64 - name: temperature_change_from_n2o dtype: float64 - name: total_ghg dtype: string - name: total_ghg_excluding_lucf dtype: string - name: trade_co2 dtype: string - name: trade_co2_share dtype: string - name: country_name dtype: string - name: country_code dtype: string - name: year_2 dtype: int32 - name: access_to_clean_fuels_and_technologies_for_cooking_percent_of_population dtype: float32 - name: access_to_clean_fuels_and_technologies_for_cooking_rural_percent_of_rural_population dtype: float32 - name: access_to_clean_fuels_and_technologies_for_cooking_urban_percent_of_urban_population dtype: float32 - name: access_to_electricity_percent_of_population dtype: float32 - name: access_to_electricity_rural_percent_of_rural_population dtype: float32 - name: access_to_electricity_urban_percent_of_urban_population dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_percent_of_population_ages_15 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_female_percent_of_population_ages_15 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_male_percent_of_population_ages_15 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_older_adults_percent_of_population_ages_25 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_poorest_40percent_percent_of_population_ages_15 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_primary_education_or_less_percent_of_population_ages_15 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_richest_60percent_percent_of_population_ages_15 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_secondary_education_or_more_percent_of_population_ages_15 dtype: float32 - name: account_ownership_at_a_financial_institution_or_with_a_mobile_money_service_provider_young_adults_percent_of_population_ages_15_24 dtype: float32 - name: adequacy_of_social_insurance_programs_percent_of_total_welfare_of_beneficiary_households dtype: float32 - name: adequacy_of_social_protection_and_labor_programs_percent_of_total_welfare_of_beneficiary_households dtype: float32 - name: adequacy_of_social_safety_net_programs_percent_of_total_welfare_of_beneficiary_households dtype: float32 - name: adequacy_of_unemployment_benefits_and_almp_percent_of_total_welfare_of_beneficiary_households dtype: float32 - name: adjusted_net_enrollment_rate_primary_percent_of_primary_school_age_children dtype: float32 - name: adjusted_net_enrollment_rate_primary_female_percent_of_primary_school_age_children dtype: float32 - name: adjusted_net_enrollment_rate_primary_male_percent_of_primary_school_age_children dtype: float32 - name: adjusted_net_national_income_annual_percent_growth dtype: float32 - name: adjusted_net_national_income_constant_2015_us dtype: float32 - name: adjusted_net_national_income_current_us dtype: float32 - name: adjusted_net_national_income_per_capita_annual_percent_growth dtype: float32 - name: adjusted_net_national_income_per_capita_constant_2015_us dtype: float32 - name: adjusted_net_national_income_per_capita_current_us dtype: float32 - name: adjusted_net_savings_excluding_particulate_emission_damage_percent_of_gni dtype: float32 - name: adjusted_net_savings_excluding_particulate_emission_damage_current_us dtype: float32 - name: adjusted_net_savings_including_particulate_emission_damage_percent_of_gni dtype: float32 - name: adjusted_net_savings_including_particulate_emission_damage_current_us dtype: float32 - name: adjusted_savings_carbon_dioxide_damage_percent_of_gni dtype: float32 - name: adjusted_savings_carbon_dioxide_damage_current_us dtype: float32 - name: adjusted_savings_consumption_of_fixed_capital_percent_of_gni dtype: float32 - name: adjusted_savings_consumption_of_fixed_capital_current_us dtype: float32 - name: adjusted_savings_education_expenditure_percent_of_gni dtype: float32 - name: adjusted_savings_education_expenditure_current_us dtype: float32 - name: adjusted_savings_energy_depletion_percent_of_gni dtype: float32 - name: adjusted_savings_energy_depletion_current_us dtype: float32 - name: adjusted_savings_gross_savings_percent_of_gni dtype: float32 - name: adjusted_savings_mineral_depletion_percent_of_gni dtype: float32 - name: adjusted_savings_mineral_depletion_current_us dtype: float32 - name: adjusted_savings_natural_resources_depletion_percent_of_gni dtype: float32 - name: adjusted_savings_net_forest_depletion_percent_of_gni dtype: float32 - name: adjusted_savings_net_forest_depletion_current_us dtype: float32 - name: adjusted_savings_net_national_savings_percent_of_gni dtype: float32 - name: adjusted_savings_net_national_savings_current_us dtype: float32 - name: adjusted_savings_particulate_emission_damage_percent_of_gni dtype: float32 - name: adjusted_savings_particulate_emission_damage_current_us dtype: float32 - name: adolescent_fertility_rate_births_per_1000_women_ages_15_19 dtype: float32 - name: adolescents_out_of_school_percent_of_lower_secondary_school_age dtype: float32 - name: adolescents_out_of_school_female_percent_of_female_lower_secondary_school_age dtype: float32 - name: adolescents_out_of_school_male_percent_of_male_lower_secondary_school_age dtype: float32 - name: adults_ages_15_and_children_ages_0_14_newly_infected_with_hiv dtype: float32 - name: adults_ages_15_49_newly_infected_with_hiv dtype: float32 - name: age_dependency_ratio_percent_of_working_age_population dtype: float32 - name: age_dependency_ratio_old_percent_of_working_age_population dtype: float32 - name: age_dependency_ratio_young_percent_of_working_age_population dtype: float32 - name: agricultural_irrigated_land_percent_of_total_agricultural_land dtype: float32 - name: agricultural_land_percent_of_land_area dtype: float32 - name: agricultural_land_sq_km dtype: float32 - name: agricultural_machinery_tractors dtype: float32 - name: agricultural_machinery_tractors_per_100_sq_km_of_arable_land dtype: float32 - name: agricultural_methane_emissions_percent_of_total dtype: float32 - name: agricultural_methane_emissions_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: agricultural_nitrous_oxide_emissions_percent_of_total dtype: float32 - name: agricultural_nitrous_oxide_emissions_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: agricultural_raw_materials_exports_percent_of_merchandise_exports dtype: float32 - name: agricultural_raw_materials_imports_percent_of_merchandise_imports dtype: float32 - name: agriculture_forestry_and_fishing_value_added_percent_of_gdp dtype: float32 - name: agriculture_forestry_and_fishing_value_added_annual_percent_growth dtype: float32 - name: agriculture_forestry_and_fishing_value_added_constant_2015_us dtype: float32 - name: agriculture_forestry_and_fishing_value_added_constant_lcu dtype: float32 - name: agriculture_forestry_and_fishing_value_added_current_lcu dtype: float32 - name: agriculture_forestry_and_fishing_value_added_current_us dtype: float32 - name: agriculture_forestry_and_fishing_value_added_per_worker_constant_2015_us dtype: float32 - name: air_transport_freight_million_ton_km dtype: float32 - name: air_transport_passengers_carried dtype: float32 - name: air_transport_registered_carrier_departures_worldwide dtype: float32 - name: alternative_and_nuclear_energy_percent_of_total_energy_use dtype: float32 - name: annual_freshwater_withdrawals_agriculture_percent_of_total_freshwater_withdrawal dtype: float32 - name: annual_freshwater_withdrawals_domestic_percent_of_total_freshwater_withdrawal dtype: float32 - name: annual_freshwater_withdrawals_industry_percent_of_total_freshwater_withdrawal dtype: float32 - name: annual_freshwater_withdrawals_total_percent_of_internal_resources dtype: float32 - name: annual_freshwater_withdrawals_total_billion_cubic_meters dtype: float32 - name: annualized_average_growth_rate_in_per_capita_real_survey_mean_consumption_or_income_bottom_40percent_of_population_percent dtype: float32 - name: annualized_average_growth_rate_in_per_capita_real_survey_mean_consumption_or_income_total_population_percent dtype: float32 - name: antiretroviral_therapy_coverage_percent_of_people_living_with_hiv dtype: float32 - name: antiretroviral_therapy_coverage_for_pmtct_percent_of_pregnant_women_living_with_hiv dtype: float32 - name: aquaculture_production_metric_tons dtype: float32 - name: arable_land_percent_of_land_area dtype: float32 - name: arable_land_hectares_per_person dtype: float32 - name: arable_land_hectares dtype: float32 - name: ari_treatment_percent_of_children_under_5_taken_to_a_health_provider dtype: float32 - name: armed_forces_personnel_percent_of_total_labor_force dtype: float32 - name: armed_forces_personnel_total dtype: float32 - name: arms_exports_sipri_trend_indicator_values dtype: float32 - name: arms_imports_sipri_trend_indicator_values dtype: float32 - name: automated_teller_machines_atms_per_100000_adults dtype: float32 - name: average_precipitation_in_depth_mm_per_year dtype: float32 - name: average_time_to_clear_exports_through_customs_days dtype: float32 - name: average_transaction_cost_of_sending_remittances_from_a_specific_country_percent dtype: float32 - name: average_transaction_cost_of_sending_remittances_to_a_specific_country_percent dtype: float32 - name: average_working_hours_of_children_study_and_work_ages_7_14_hours_per_week dtype: float32 - name: average_working_hours_of_children_study_and_work_female_ages_7_14_hours_per_week dtype: float32 - name: average_working_hours_of_children_study_and_work_male_ages_7_14_hours_per_week dtype: float32 - name: average_working_hours_of_children_working_only_ages_7_14_hours_per_week dtype: float32 - name: average_working_hours_of_children_working_only_female_ages_7_14_hours_per_week dtype: float32 - name: average_working_hours_of_children_working_only_male_ages_7_14_hours_per_week dtype: float32 - name: bank_capital_to_assets_ratio_percent dtype: float32 - name: bank_liquid_reserves_to_bank_assets_ratio_percent dtype: float32 - name: bank_nonperforming_loans_to_total_gross_loans_percent dtype: float32 - name: battle_related_deaths_number_of_people dtype: float32 - name: benefit_incidence_of_social_insurance_programs_to_poorest_quintile_percent_of_total_social_insurance_benefits dtype: float32 - name: benefit_incidence_of_social_protection_and_labor_programs_to_poorest_quintile_percent_of_total_spl_benefits dtype: float32 - name: benefit_incidence_of_social_safety_net_programs_to_poorest_quintile_percent_of_total_safety_net_benefits dtype: float32 - name: benefit_incidence_of_unemployment_benefits_and_almp_to_poorest_quintile_percent_of_total_u_almp_benefits dtype: float32 - name: binding_coverage_all_products_percent dtype: float32 - name: binding_coverage_manufactured_products_percent dtype: float32 - name: binding_coverage_primary_products_percent dtype: float32 - name: bird_species_threatened dtype: float32 - name: birth_rate_crude_per_1000_people dtype: float32 - name: births_attended_by_skilled_health_staff_percent_of_total dtype: float32 - name: borrowers_from_commercial_banks_per_1000_adults dtype: float32 - name: bound_rate_simple_mean_all_products_percent dtype: float32 - name: bound_rate_simple_mean_manufactured_products_percent dtype: float32 - name: bound_rate_simple_mean_primary_products_percent dtype: float32 - name: bribery_incidence_percent_of_firms_experiencing_at_least_one_bribe_payment_request dtype: float32 - name: broad_money_percent_of_gdp dtype: float32 - name: broad_money_current_lcu dtype: float32 - name: broad_money_growth_annual_percent dtype: float32 - name: broad_money_to_total_reserves_ratio dtype: float32 - name: business_extent_of_disclosure_index_0_less_disclosure_to_10_more_disclosure dtype: float32 - name: capture_fisheries_production_metric_tons dtype: float32 - name: cause_of_death_by_communicable_diseases_and_maternal_prenatal_and_nutrition_conditions_percent_of_total dtype: float32 - name: cause_of_death_by_injury_percent_of_total dtype: float32 - name: cause_of_death_by_non_communicable_diseases_percent_of_total dtype: float32 - name: central_government_debt_total_percent_of_gdp dtype: float32 - name: central_government_debt_total_current_lcu dtype: float32 - name: cereal_production_metric_tons dtype: float32 - name: cereal_yield_kg_per_hectare dtype: float32 - name: changes_in_inventories_constant_lcu dtype: float32 - name: changes_in_inventories_current_lcu dtype: float32 - name: changes_in_inventories_current_us dtype: float32 - name: charges_for_the_use_of_intellectual_property_payments_bop_current_us dtype: float32 - name: charges_for_the_use_of_intellectual_property_receipts_bop_current_us dtype: float32 - name: chemicals_percent_of_value_added_in_manufacturing dtype: float32 - name: child_employment_in_agriculture_percent_of_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_agriculture_female_percent_of_female_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_agriculture_male_percent_of_male_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_manufacturing_percent_of_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_manufacturing_female_percent_of_female_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_manufacturing_male_percent_of_male_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_services_percent_of_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_services_female_percent_of_female_economically_active_children_ages_7_14 dtype: float32 - name: child_employment_in_services_male_percent_of_male_economically_active_children_ages_7_14 dtype: float32 - name: children_0_14_living_with_hiv dtype: float32 - name: children_ages_0_14_newly_infected_with_hiv dtype: float32 - name: children_in_employment_female_percent_of_female_children_ages_7_14 dtype: float32 - name: children_in_employment_male_percent_of_male_children_ages_7_14 dtype: float32 - name: children_in_employment_self_employed_percent_of_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_self_employed_female_percent_of_female_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_self_employed_male_percent_of_male_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_study_and_work_percent_of_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_study_and_work_female_percent_of_female_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_study_and_work_male_percent_of_male_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_total_percent_of_children_ages_7_14 dtype: float32 - name: children_in_employment_unpaid_family_workers_percent_of_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_unpaid_family_workers_female_percent_of_female_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_unpaid_family_workers_male_percent_of_male_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_wage_workers_percent_of_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_wage_workers_female_percent_of_female_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_wage_workers_male_percent_of_male_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_work_only_percent_of_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_work_only_female_percent_of_female_children_in_employment_ages_7_14 dtype: float32 - name: children_in_employment_work_only_male_percent_of_male_children_in_employment_ages_7_14 dtype: float32 - name: children_out_of_school_percent_of_primary_school_age dtype: float32 - name: children_out_of_school_female_percent_of_female_primary_school_age dtype: float32 - name: children_out_of_school_male_percent_of_male_primary_school_age dtype: float32 - name: children_out_of_school_primary dtype: float32 - name: children_out_of_school_primary_female dtype: float32 - name: children_out_of_school_primary_male dtype: float32 - name: children_with_fever_receiving_antimalarial_drugs_percent_of_children_under_age_5_with_fever dtype: float32 - name: claims_on_central_government_annual_growth_as_percent_of_broad_money dtype: float32 - name: claims_on_central_government_etc_percent_gdp dtype: float32 - name: claims_on_other_sectors_of_the_domestic_economy_percent_of_gdp dtype: float32 - name: claims_on_other_sectors_of_the_domestic_economy_annual_growth_as_percent_of_broad_money dtype: float32 - name: claims_on_private_sector_annual_growth_as_percent_of_broad_money dtype: float32 - name: co2_emissions_kg_per_2015_us_of_gdp dtype: float32 - name: co2_emissions_kg_per_2017_ppp_of_gdp dtype: float32 - name: co2_emissions_kg_per_ppp_of_gdp dtype: float32 - name: co2_emissions_kt dtype: float32 - name: co2_emissions_metric_tons_per_capita dtype: float32 - name: co2_emissions_from_electricity_and_heat_production_total_percent_of_total_fuel_combustion dtype: float32 - name: co2_emissions_from_gaseous_fuel_consumption_percent_of_total dtype: float32 - name: co2_emissions_from_gaseous_fuel_consumption_kt dtype: float32 - name: co2_emissions_from_liquid_fuel_consumption_percent_of_total dtype: float32 - name: co2_emissions_from_liquid_fuel_consumption_kt dtype: float32 - name: co2_emissions_from_manufacturing_industries_and_construction_percent_of_total_fuel_combustion dtype: float32 - name: co2_emissions_from_other_sectors_excluding_residential_buildings_and_commercial_and_public_services_percent_of_total_fuel_combustion dtype: float32 - name: co2_emissions_from_residential_buildings_and_commercial_and_public_services_percent_of_total_fuel_combustion dtype: float32 - name: co2_emissions_from_solid_fuel_consumption_percent_of_total dtype: float32 - name: co2_emissions_from_solid_fuel_consumption_kt dtype: float32 - name: co2_emissions_from_transport_percent_of_total_fuel_combustion dtype: float32 - name: co2_intensity_kg_per_kg_of_oil_equivalent_energy_use dtype: float32 - name: coal_rents_percent_of_gdp dtype: float32 - name: combustible_renewables_and_waste_percent_of_total_energy dtype: float32 - name: commercial_bank_branches_per_100000_adults dtype: float32 - name: commercial_banks_and_other_lending_ppg_png_nfl_current_us dtype: float32 - name: commercial_service_exports_current_us dtype: float32 - name: commercial_service_imports_current_us dtype: float32 - name: communications_computer_etc_percent_of_service_exports_bop dtype: float32 - name: communications_computer_etc_percent_of_service_imports_bop dtype: float32 - name: community_health_workers_per_1000_people dtype: float32 - name: compensation_of_employees_percent_of_expense dtype: float32 - name: compensation_of_employees_current_lcu dtype: float32 - name: completeness_of_birth_registration_percent dtype: float32 - name: completeness_of_birth_registration_female_percent dtype: float32 - name: completeness_of_birth_registration_male_percent dtype: float32 - name: completeness_of_birth_registration_rural_percent dtype: float32 - name: completeness_of_birth_registration_urban_percent dtype: float32 - name: completeness_of_death_registration_with_cause_of_death_information_percent dtype: float32 - name: compulsory_education_duration_years dtype: float32 - name: computer_communications_and_other_services_percent_of_commercial_service_exports dtype: float32 - name: computer_communications_and_other_services_percent_of_commercial_service_imports dtype: float32 - name: condom_use_population_ages_15_24_female_percent_of_females_ages_15_24 dtype: float32 - name: condom_use_population_ages_15_24_male_percent_of_males_ages_15_24 dtype: float32 - name: consumer_price_index_2010_100 dtype: float32 - name: consumption_of_iodized_salt_percent_of_households dtype: float32 - name: container_port_traffic_teu_20_foot_equivalent_units dtype: float32 - name: contraceptive_prevalence_any_method_percent_of_married_women_ages_15_49 dtype: float32 - name: contraceptive_prevalence_any_modern_method_percent_of_married_women_ages_15_49 dtype: float32 - name: contributing_family_workers_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: contributing_family_workers_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: contributing_family_workers_total_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: control_of_corruption_estimate dtype: float32 - name: control_of_corruption_number_of_sources dtype: float32 - name: control_of_corruption_percentile_rank dtype: float32 - name: control_of_corruption_percentile_rank_lower_bound_of_90percent_confidence_interval dtype: float32 - name: control_of_corruption_percentile_rank_upper_bound_of_90percent_confidence_interval dtype: float32 - name: control_of_corruption_standard_error dtype: float32 - name: cost_of_business_start_up_procedures_percent_of_gni_per_capita dtype: float32 - name: cost_of_business_start_up_procedures_female_percent_of_gni_per_capita dtype: float32 - name: cost_of_business_start_up_procedures_male_percent_of_gni_per_capita dtype: float32 - name: cost_to_export_border_compliance_us dtype: float32 - name: cost_to_export_documentary_compliance_us dtype: float32 - name: cost_to_import_border_compliance_us dtype: float32 - name: cost_to_import_documentary_compliance_us dtype: float32 - name: coverage_of_social_insurance_programs_percent_of_population dtype: float32 - name: coverage_of_social_insurance_programs_in_2nd_quintile_percent_of_population dtype: float32 - name: coverage_of_social_insurance_programs_in_3rd_quintile_percent_of_population dtype: float32 - name: coverage_of_social_insurance_programs_in_4th_quintile_percent_of_population dtype: float32 - name: coverage_of_social_insurance_programs_in_poorest_quintile_percent_of_population dtype: float32 - name: coverage_of_social_insurance_programs_in_richest_quintile_percent_of_population dtype: float32 - name: coverage_of_social_protection_and_labor_programs_percent_of_population dtype: float32 - name: coverage_of_social_safety_net_programs_percent_of_population dtype: float32 - name: coverage_of_social_safety_net_programs_in_2nd_quintile_percent_of_population dtype: float32 - name: coverage_of_social_safety_net_programs_in_3rd_quintile_percent_of_population dtype: float32 - name: coverage_of_social_safety_net_programs_in_4th_quintile_percent_of_population dtype: float32 - name: coverage_of_social_safety_net_programs_in_poorest_quintile_percent_of_population dtype: float32 - name: coverage_of_social_safety_net_programs_in_richest_quintile_percent_of_population dtype: float32 - name: coverage_of_unemployment_benefits_and_almp_percent_of_population dtype: float32 - name: coverage_of_unemployment_benefits_and_almp_in_2nd_quintile_percent_of_population dtype: float32 - name: coverage_of_unemployment_benefits_and_almp_in_3rd_quintile_percent_of_population dtype: float32 - name: coverage_of_unemployment_benefits_and_almp_in_4th_quintile_percent_of_population dtype: float32 - name: coverage_of_unemployment_benefits_and_almp_in_poorest_quintile_percent_of_population dtype: float32 - name: coverage_of_unemployment_benefits_and_almp_in_richest_quintile_percent_of_population dtype: float32 - name: cpia_building_human_resources_rating_1_low_to_6_high dtype: float32 - name: cpia_business_regulatory_environment_rating_1_low_to_6_high dtype: float32 - name: cpia_debt_policy_rating_1_low_to_6_high dtype: float32 - name: cpia_economic_management_cluster_average_1_low_to_6_high dtype: float32 - name: cpia_efficiency_of_revenue_mobilization_rating_1_low_to_6_high dtype: float32 - name: cpia_equity_of_public_resource_use_rating_1_low_to_6_high dtype: float32 - name: cpia_financial_sector_rating_1_low_to_6_high dtype: float32 - name: cpia_fiscal_policy_rating_1_low_to_6_high dtype: float32 - name: cpia_gender_equality_rating_1_low_to_6_high dtype: float32 - name: cpia_macroeconomic_management_rating_1_low_to_6_high dtype: float32 - name: cpia_policies_for_social_inclusion_equity_cluster_average_1_low_to_6_high dtype: float32 - name: cpia_policy_and_institutions_for_environmental_sustainability_rating_1_low_to_6_high dtype: float32 - name: cpia_property_rights_and_rule_based_governance_rating_1_low_to_6_high dtype: float32 - name: cpia_public_sector_management_and_institutions_cluster_average_1_low_to_6_high dtype: float32 - name: cpia_quality_of_budgetary_and_financial_management_rating_1_low_to_6_high dtype: float32 - name: cpia_quality_of_public_administration_rating_1_low_to_6_high dtype: float32 - name: cpia_social_protection_rating_1_low_to_6_high dtype: float32 - name: cpia_structural_policies_cluster_average_1_low_to_6_high dtype: float32 - name: cpia_trade_rating_1_low_to_6_high dtype: float32 - name: cpia_transparency_accountability_and_corruption_in_the_public_sector_rating_1_low_to_6_high dtype: float32 - name: crop_production_index_2014_2016_100 dtype: float32 - name: current_account_balance_percent_of_gdp dtype: float32 - name: current_account_balance_bop_current_us dtype: float32 - name: current_education_expenditure_primary_percent_of_total_expenditure_in_primary_public_institutions dtype: float32 - name: current_education_expenditure_secondary_percent_of_total_expenditure_in_secondary_public_institutions dtype: float32 - name: current_education_expenditure_tertiary_percent_of_total_expenditure_in_tertiary_public_institutions dtype: float32 - name: current_education_expenditure_total_percent_of_total_expenditure_in_public_institutions dtype: float32 - name: current_health_expenditure_percent_of_gdp dtype: float32 - name: current_health_expenditure_per_capita_current_us dtype: float32 - name: current_health_expenditure_per_capita_ppp_current_international dtype: float32 - name: customs_and_other_import_duties_percent_of_tax_revenue dtype: float32 - name: customs_and_other_import_duties_current_lcu dtype: float32 - name: death_rate_crude_per_1000_people dtype: float32 - name: debt_service_ppg_and_imf_only_percent_of_exports_of_goods_services_and_primary_income dtype: float32 - name: debt_service_on_external_debt_public_and_publicly_guaranteed_ppg_tds_current_us dtype: float32 - name: debt_service_on_external_debt_total_tds_current_us dtype: float32 - name: dec_alternative_conversion_factor_lcu_per_us dtype: float32 - name: demand_for_family_planning_satisfied_by_modern_methods_percent_of_married_women_with_demand_for_family_planning dtype: float32 - name: deposit_interest_rate_percent dtype: float32 - name: depositors_with_commercial_banks_per_1000_adults dtype: float32 - name: depth_of_credit_information_index_0_low_to_8_high dtype: float32 - name: diabetes_prevalence_percent_of_population_ages_20_to_79 dtype: float32 - name: diarrhea_treatment_percent_of_children_under_5_receiving_oral_rehydration_and_continued_feeding dtype: float32 - name: diarrhea_treatment_percent_of_children_under_5_who_received_ors_packet dtype: float32 - name: disaster_risk_reduction_progress_score_1_5_scale_5_best dtype: float32 - name: discrepancy_in_expenditure_estimate_of_gdp_constant_lcu dtype: float32 - name: discrepancy_in_expenditure_estimate_of_gdp_current_lcu dtype: float32 - name: domestic_credit_provided_by_financial_sector_percent_of_gdp dtype: float32 - name: domestic_credit_to_private_sector_percent_of_gdp dtype: float32 - name: domestic_credit_to_private_sector_by_banks_percent_of_gdp dtype: float32 - name: domestic_general_government_health_expenditure_percent_of_current_health_expenditure dtype: float32 - name: domestic_general_government_health_expenditure_percent_of_gdp dtype: float32 - name: domestic_general_government_health_expenditure_percent_of_general_government_expenditure dtype: float32 - name: domestic_general_government_health_expenditure_per_capita_current_us dtype: float32 - name: domestic_general_government_health_expenditure_per_capita_ppp_current_international dtype: float32 - name: domestic_private_health_expenditure_percent_of_current_health_expenditure dtype: float32 - name: domestic_private_health_expenditure_per_capita_current_us dtype: float32 - name: domestic_private_health_expenditure_per_capita_ppp_current_international dtype: float32 - name: droughts_floods_extreme_temperatures_percent_of_population_average_1990_2009 dtype: float32 - name: ease_of_doing_business_rank_1_most_business_friendly_regulations dtype: float32 - name: ease_of_doing_business_score_0_lowest_performance_to_100_best_performance dtype: float32 - name: educational_attainment_at_least_bachelor_s_or_equivalent_population_25_female_percent_cumulative dtype: float32 - name: educational_attainment_at_least_bachelor_s_or_equivalent_population_25_male_percent_cumulative dtype: float32 - name: educational_attainment_at_least_bachelor_s_or_equivalent_population_25_total_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_lower_secondary_population_25_female_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_lower_secondary_population_25_male_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_lower_secondary_population_25_total_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_post_secondary_population_25_female_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_post_secondary_population_25_male_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_post_secondary_population_25_total_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_primary_population_25_years_female_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_primary_population_25_years_male_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_primary_population_25_years_total_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_short_cycle_tertiary_population_25_female_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_short_cycle_tertiary_population_25_male_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_short_cycle_tertiary_population_25_total_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_upper_secondary_population_25_female_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_upper_secondary_population_25_male_percent_cumulative dtype: float32 - name: educational_attainment_at_least_completed_upper_secondary_population_25_total_percent_cumulative dtype: float32 - name: educational_attainment_at_least_master_s_or_equivalent_population_25_female_percent_cumulative dtype: float32 - name: educational_attainment_at_least_master_s_or_equivalent_population_25_male_percent_cumulative dtype: float32 - name: educational_attainment_at_least_master_s_or_equivalent_population_25_total_percent_cumulative dtype: float32 - name: educational_attainment_doctoral_or_equivalent_population_25_female_percent_cumulative dtype: float32 - name: educational_attainment_doctoral_or_equivalent_population_25_male_percent_cumulative dtype: float32 - name: educational_attainment_doctoral_or_equivalent_population_25_total_percent_cumulative dtype: float32 - name: electric_power_consumption_kwh_per_capita dtype: float32 - name: electric_power_transmission_and_distribution_losses_percent_of_output dtype: float32 - name: electricity_production_from_coal_sources_percent_of_total dtype: float32 - name: electricity_production_from_hydroelectric_sources_percent_of_total dtype: float32 - name: electricity_production_from_natural_gas_sources_percent_of_total dtype: float32 - name: electricity_production_from_nuclear_sources_percent_of_total dtype: float32 - name: electricity_production_from_oil_sources_percent_of_total dtype: float32 - name: electricity_production_from_oil_gas_and_coal_sources_percent_of_total dtype: float32 - name: electricity_production_from_renewable_sources_excluding_hydroelectric_percent_of_total dtype: float32 - name: electricity_production_from_renewable_sources_excluding_hydroelectric_kwh dtype: float32 - name: employers_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: employers_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: employers_total_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_agriculture_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_agriculture_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_agriculture_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_industry_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_industry_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_industry_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_services_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_services_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: employment_in_services_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: employment_to_population_ratio_15_female_percent_modeled_ilo_estimate dtype: float32 - name: employment_to_population_ratio_15_female_percent_national_estimate dtype: float32 - name: employment_to_population_ratio_15_male_percent_modeled_ilo_estimate dtype: float32 - name: employment_to_population_ratio_15_male_percent_national_estimate dtype: float32 - name: employment_to_population_ratio_15_total_percent_modeled_ilo_estimate dtype: float32 - name: employment_to_population_ratio_15_total_percent_national_estimate dtype: float32 - name: employment_to_population_ratio_ages_15_24_female_percent_modeled_ilo_estimate dtype: float32 - name: employment_to_population_ratio_ages_15_24_female_percent_national_estimate dtype: float32 - name: employment_to_population_ratio_ages_15_24_male_percent_modeled_ilo_estimate dtype: float32 - name: employment_to_population_ratio_ages_15_24_male_percent_national_estimate dtype: float32 - name: employment_to_population_ratio_ages_15_24_total_percent_modeled_ilo_estimate dtype: float32 - name: employment_to_population_ratio_ages_15_24_total_percent_national_estimate dtype: float32 - name: energy_imports_net_percent_of_energy_use dtype: float32 - name: energy_intensity_level_of_primary_energy_mj_2017_ppp_gdp dtype: float32 - name: energy_related_methane_emissions_percent_of_total dtype: float32 - name: energy_use_kg_of_oil_equivalent_per_capita dtype: float32 - name: energy_use_kg_of_oil_equivalent_per_1000_gdp_constant_2017_ppp dtype: float32 - name: exclusive_breastfeeding_percent_of_children_under_6_months dtype: float32 - name: expenditure_on_primary_education_percent_of_government_expenditure_on_education dtype: float32 - name: expenditure_on_secondary_education_percent_of_government_expenditure_on_education dtype: float32 - name: expenditure_on_tertiary_education_percent_of_government_expenditure_on_education dtype: float32 - name: expense_percent_of_gdp dtype: float32 - name: expense_current_lcu dtype: float32 - name: export_unit_value_index_2015_100 dtype: float32 - name: export_value_index_2015_100 dtype: float32 - name: export_volume_index_2015_100 dtype: float32 - name: exports_as_a_capacity_to_import_constant_lcu dtype: float32 - name: exports_of_goods_and_services_percent_of_gdp dtype: float32 - name: exports_of_goods_and_services_annual_percent_growth dtype: float32 - name: exports_of_goods_and_services_bop_current_us dtype: float32 - name: exports_of_goods_and_services_constant_2015_us dtype: float32 - name: exports_of_goods_and_services_constant_lcu dtype: float32 - name: exports_of_goods_and_services_current_lcu dtype: float32 - name: exports_of_goods_and_services_current_us dtype: float32 - name: exports_of_goods_services_and_primary_income_bop_current_us dtype: float32 - name: external_balance_on_goods_and_services_percent_of_gdp dtype: float32 - name: external_balance_on_goods_and_services_constant_lcu dtype: float32 - name: external_balance_on_goods_and_services_current_lcu dtype: float32 - name: external_balance_on_goods_and_services_current_us dtype: float32 - name: external_debt_stocks_percent_of_gni dtype: float32 - name: external_debt_stocks_long_term_dod_current_us dtype: float32 - name: external_debt_stocks_private_nonguaranteed_png_dod_current_us dtype: float32 - name: external_debt_stocks_public_and_publicly_guaranteed_ppg_dod_current_us dtype: float32 - name: external_debt_stocks_short_term_dod_current_us dtype: float32 - name: external_debt_stocks_total_dod_current_us dtype: float32 - name: external_health_expenditure_percent_of_current_health_expenditure dtype: float32 - name: external_health_expenditure_per_capita_current_us dtype: float32 - name: external_health_expenditure_per_capita_ppp_current_international dtype: float32 - name: female_genital_mutilation_prevalence_percent dtype: float32 - name: female_headed_households_percent_of_households_with_a_female_head dtype: float32 - name: female_primary_school_age_children_out_of_school_percent dtype: float32 - name: female_pupils_below_minimum_reading_proficiency_at_end_of_primary_percent_low_gaml_threshold dtype: float32 - name: female_share_of_employment_in_senior_and_middle_management_percent dtype: float32 - name: fertility_rate_total_births_per_woman dtype: float32 - name: fertilizer_consumption_percent_of_fertilizer_production dtype: float32 - name: fertilizer_consumption_kilograms_per_hectare_of_arable_land dtype: float32 - name: final_consumption_expenditure_percent_of_gdp dtype: float32 - name: final_consumption_expenditure_annual_percent_growth dtype: float32 - name: final_consumption_expenditure_constant_2015_us dtype: float32 - name: final_consumption_expenditure_constant_lcu dtype: float32 - name: final_consumption_expenditure_current_lcu dtype: float32 - name: final_consumption_expenditure_current_us dtype: float32 - name: financial_intermediary_services_indirectly_measured_fisim_constant_lcu dtype: float32 - name: financial_intermediary_services_indirectly_measured_fisim_current_lcu dtype: float32 - name: firms_competing_against_unregistered_firms_percent_of_firms dtype: float32 - name: firms_expected_to_give_gifts_in_meetings_with_tax_officials_percent_of_firms dtype: float32 - name: firms_experiencing_electrical_outages_percent_of_firms dtype: float32 - name: firms_experiencing_losses_due_to_theft_and_vandalism_percent_of_firms dtype: float32 - name: firms_formally_registered_when_operations_started_percent_of_firms dtype: float32 - name: firms_offering_formal_training_percent_of_firms dtype: float32 - name: firms_that_do_not_report_all_sales_for_tax_purposes_percent_of_firms dtype: float32 - name: firms_that_spend_on_r_d_percent_of_firms dtype: float32 - name: firms_using_banks_to_finance_investment_percent_of_firms dtype: float32 - name: firms_using_banks_to_finance_working_capital_percent_of_firms dtype: float32 - name: firms_visited_or_required_meetings_with_tax_officials_percent_of_firms dtype: float32 - name: firms_with_female_participation_in_ownership_percent_of_firms dtype: float32 - name: firms_with_female_top_manager_percent_of_firms dtype: float32 - name: fish_species_threatened dtype: float32 - name: fixed_broadband_subscriptions dtype: float32 - name: fixed_broadband_subscriptions_per_100_people dtype: float32 - name: fixed_telephone_subscriptions dtype: float32 - name: fixed_telephone_subscriptions_per_100_people dtype: float32 - name: food_exports_percent_of_merchandise_exports dtype: float32 - name: food_imports_percent_of_merchandise_imports dtype: float32 - name: food_production_index_2014_2016_100 dtype: float32 - name: food_beverages_and_tobacco_percent_of_value_added_in_manufacturing dtype: float32 - name: foreign_direct_investment_net_bop_current_us dtype: float32 - name: foreign_direct_investment_net_inflows_percent_of_gdp dtype: float32 - name: foreign_direct_investment_net_inflows_bop_current_us dtype: float32 - name: foreign_direct_investment_net_outflows_percent_of_gdp dtype: float32 - name: foreign_direct_investment_net_outflows_bop_current_us dtype: float32 - name: forest_area_percent_of_land_area dtype: float32 - name: forest_area_sq_km dtype: float32 - name: forest_rents_percent_of_gdp dtype: float32 - name: fossil_fuel_energy_consumption_percent_of_total dtype: float32 - name: fuel_exports_percent_of_merchandise_exports dtype: float32 - name: fuel_imports_percent_of_merchandise_imports dtype: float32 - name: gdp_constant_2015_us dtype: float32 - name: gdp_constant_lcu dtype: float32 - name: gdp_current_lcu dtype: float32 - name: gdp_current_us dtype: float32 - name: gdp_deflator_base_year_varies_by_country dtype: float32 - name: gdp_deflator_linked_series_base_year_varies_by_country dtype: float32 - name: gdp_growth_annual_percent dtype: float32 - name: gdp_per_capita_constant_2015_us dtype: float32 - name: gdp_per_capita_constant_lcu dtype: float32 - name: gdp_per_capita_current_lcu dtype: float32 - name: gdp_per_capita_current_us dtype: float32 - name: gdp_per_capita_growth_annual_percent dtype: float32 - name: gdp_per_capita_ppp_constant_2017_international dtype: float32 - name: gdp_per_capita_ppp_current_international dtype: float32 - name: gdp_per_person_employed_constant_2017_ppp dtype: float32 - name: gdp_per_unit_of_energy_use_constant_2017_ppp_per_kg_of_oil_equivalent dtype: float32 - name: gdp_per_unit_of_energy_use_ppp_per_kg_of_oil_equivalent dtype: float32 - name: gdp_ppp_constant_2017_international dtype: float32 - name: gdp_ppp_current_international dtype: float32 - name: gdp_linked_series_current_lcu dtype: float32 - name: general_government_final_consumption_expenditure_percent_of_gdp dtype: float32 - name: general_government_final_consumption_expenditure_annual_percent_growth dtype: float32 - name: general_government_final_consumption_expenditure_constant_2015_us dtype: float32 - name: general_government_final_consumption_expenditure_constant_lcu dtype: float32 - name: general_government_final_consumption_expenditure_current_lcu dtype: float32 - name: general_government_final_consumption_expenditure_current_us dtype: float32 - name: ghg_net_emissions_removals_by_lucf_mt_of_co2_equivalent dtype: float32 - name: gini_index dtype: float32 - name: gni_constant_2015_us dtype: float32 - name: gni_constant_lcu dtype: float32 - name: gni_current_lcu dtype: float32 - name: gni_current_us dtype: float32 - name: gni_growth_annual_percent dtype: float32 - name: gni_per_capita_constant_2015_us dtype: float32 - name: gni_per_capita_constant_lcu dtype: float32 - name: gni_per_capita_current_lcu dtype: float32 - name: gni_per_capita_growth_annual_percent dtype: float32 - name: gni_per_capita_atlas_method_current_us dtype: float32 - name: gni_per_capita_ppp_constant_2017_international dtype: float32 - name: gni_per_capita_ppp_current_international dtype: float32 - name: gni_atlas_method_current_us dtype: float32 - name: gni_ppp_constant_2017_international dtype: float32 - name: gni_ppp_current_international dtype: float32 - name: gni_linked_series_current_lcu dtype: float32 - name: goods_and_services_expense_percent_of_expense dtype: float32 - name: goods_and_services_expense_current_lcu dtype: float32 - name: goods_exports_bop_current_us dtype: float32 - name: goods_imports_bop_current_us dtype: float32 - name: government_effectiveness_estimate dtype: float32 - name: government_effectiveness_number_of_sources dtype: float32 - name: government_effectiveness_percentile_rank dtype: float32 - name: government_effectiveness_percentile_rank_lower_bound_of_90percent_confidence_interval dtype: float32 - name: government_effectiveness_percentile_rank_upper_bound_of_90percent_confidence_interval dtype: float32 - name: government_effectiveness_standard_error dtype: float32 - name: government_expenditure_on_education_total_percent_of_gdp dtype: float32 - name: government_expenditure_on_education_total_percent_of_government_expenditure dtype: float32 - name: government_expenditure_per_student_primary_percent_of_gdp_per_capita dtype: float32 - name: government_expenditure_per_student_secondary_percent_of_gdp_per_capita dtype: float32 - name: government_expenditure_per_student_tertiary_percent_of_gdp_per_capita dtype: float32 - name: grants_and_other_revenue_percent_of_revenue dtype: float32 - name: grants_and_other_revenue_current_lcu dtype: float32 - name: grants_excluding_technical_cooperation_bop_current_us dtype: float32 - name: gross_capital_formation_percent_of_gdp dtype: float32 - name: gross_capital_formation_annual_percent_growth dtype: float32 - name: gross_capital_formation_constant_2015_us dtype: float32 - name: gross_capital_formation_constant_lcu dtype: float32 - name: gross_capital_formation_current_lcu dtype: float32 - name: gross_capital_formation_current_us dtype: float32 - name: gross_domestic_income_constant_lcu dtype: float32 - name: gross_domestic_savings_percent_of_gdp dtype: float32 - name: gross_domestic_savings_current_lcu dtype: float32 - name: gross_domestic_savings_current_us dtype: float32 - name: gross_fixed_capital_formation_percent_of_gdp dtype: float32 - name: gross_fixed_capital_formation_annual_percent_growth dtype: float32 - name: gross_fixed_capital_formation_constant_2015_us dtype: float32 - name: gross_fixed_capital_formation_constant_lcu dtype: float32 - name: gross_fixed_capital_formation_current_lcu dtype: float32 - name: gross_fixed_capital_formation_current_us dtype: float32 - name: gross_fixed_capital_formation_private_sector_percent_of_gdp dtype: float32 - name: gross_fixed_capital_formation_private_sector_current_lcu dtype: float32 - name: gross_intake_ratio_in_first_grade_of_primary_education_female_percent_of_relevant_age_group dtype: float32 - name: gross_intake_ratio_in_first_grade_of_primary_education_male_percent_of_relevant_age_group dtype: float32 - name: gross_intake_ratio_in_first_grade_of_primary_education_total_percent_of_relevant_age_group dtype: float32 - name: gross_national_expenditure_percent_of_gdp dtype: float32 - name: gross_national_expenditure_constant_2015_us dtype: float32 - name: gross_national_expenditure_constant_lcu dtype: float32 - name: gross_national_expenditure_current_lcu dtype: float32 - name: gross_national_expenditure_current_us dtype: float32 - name: gross_national_expenditure_deflator_base_year_varies_by_country dtype: float32 - name: gross_savings_percent_of_gdp dtype: float32 - name: gross_savings_percent_of_gni dtype: float32 - name: gross_savings_current_lcu dtype: float32 - name: gross_savings_current_us dtype: float32 - name: gross_value_added_at_basic_prices_gva_constant_2015_us dtype: float32 - name: gross_value_added_at_basic_prices_gva_constant_lcu dtype: float32 - name: gross_value_added_at_basic_prices_gva_current_lcu dtype: float32 - name: gross_value_added_at_basic_prices_gva_current_us dtype: float32 - name: hfc_gas_emissions_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: high_technology_exports_percent_of_manufactured_exports dtype: float32 - name: high_technology_exports_current_us dtype: float32 - name: hospital_beds_per_1000_people dtype: float32 - name: households_and_npishs_final_consumption_expenditure_percent_of_gdp dtype: float32 - name: households_and_npishs_final_consumption_expenditure_annual_percent_growth dtype: float32 - name: households_and_npishs_final_consumption_expenditure_constant_2015_us dtype: float32 - name: households_and_npishs_final_consumption_expenditure_constant_lcu dtype: float32 - name: households_and_npishs_final_consumption_expenditure_current_lcu dtype: float32 - name: households_and_npishs_final_consumption_expenditure_current_us dtype: float32 - name: households_and_npishs_final_consumption_expenditure_per_capita_constant_2015_us dtype: float32 - name: households_and_npishs_final_consumption_expenditure_per_capita_growth_annual_percent dtype: float32 - name: households_and_npishs_final_consumption_expenditure_ppp_constant_2017_international dtype: float32 - name: households_and_npishs_final_consumption_expenditure_ppp_current_international dtype: float32 - name: households_and_npishs_final_consumption_expenditure_linked_series_current_lcu dtype: float32 - name: human_capital_index_hci_scale_0_1 dtype: float32 - name: human_capital_index_hci_female_scale_0_1 dtype: float32 - name: human_capital_index_hci_female_lower_bound_scale_0_1 dtype: float32 - name: human_capital_index_hci_female_upper_bound_scale_0_1 dtype: float32 - name: human_capital_index_hci_lower_bound_scale_0_1 dtype: float32 - name: human_capital_index_hci_male_scale_0_1 dtype: float32 - name: human_capital_index_hci_male_lower_bound_scale_0_1 dtype: float32 - name: human_capital_index_hci_male_upper_bound_scale_0_1 dtype: float32 - name: human_capital_index_hci_upper_bound_scale_0_1 dtype: float32 - name: ibrd_loans_and_ida_credits_dod_current_us dtype: float32 - name: ict_goods_exports_percent_of_total_goods_exports dtype: float32 - name: ict_goods_imports_percent_total_goods_imports dtype: float32 - name: ict_service_exports_percent_of_service_exports_bop dtype: float32 - name: ict_service_exports_bop_current_us dtype: float32 - name: ida_resource_allocation_index_1_low_to_6_high dtype: float32 - name: ifc_private_nonguaranteed_nfl_us dtype: float32 - name: imf_repurchases_and_charges_tds_current_us dtype: float32 - name: immunization_dpt_percent_of_children_ages_12_23_months dtype: float32 - name: immunization_hepb3_percent_of_one_year_old_children dtype: float32 - name: immunization_measles_percent_of_children_ages_12_23_months dtype: float32 - name: import_unit_value_index_2015_100 dtype: float32 - name: import_value_index_2015_100 dtype: float32 - name: import_volume_index_2015_100 dtype: float32 - name: imports_of_goods_and_services_percent_of_gdp dtype: float32 - name: imports_of_goods_and_services_annual_percent_growth dtype: float32 - name: imports_of_goods_and_services_bop_current_us dtype: float32 - name: imports_of_goods_and_services_constant_2015_us dtype: float32 - name: imports_of_goods_and_services_constant_lcu dtype: float32 - name: imports_of_goods_and_services_current_lcu dtype: float32 - name: imports_of_goods_and_services_current_us dtype: float32 - name: imports_of_goods_services_and_primary_income_bop_current_us dtype: float32 - name: incidence_of_hiv_ages_15_24_per_1000_uninfected_population_ages_15_24 dtype: float32 - name: incidence_of_hiv_ages_15_49_per_1000_uninfected_population_ages_15_49 dtype: float32 - name: incidence_of_hiv_all_per_1000_uninfected_population dtype: float32 - name: incidence_of_malaria_per_1000_population_at_risk dtype: float32 - name: incidence_of_tuberculosis_per_100000_people dtype: float32 - name: income_share_held_by_fourth_20percent dtype: float32 - name: income_share_held_by_highest_10percent dtype: float32 - name: income_share_held_by_highest_20percent dtype: float32 - name: income_share_held_by_lowest_10percent dtype: float32 - name: income_share_held_by_lowest_20percent dtype: float32 - name: income_share_held_by_second_20percent dtype: float32 - name: income_share_held_by_third_20percent dtype: float32 - name: individuals_using_the_internet_percent_of_population dtype: float32 - name: industrial_design_applications_nonresident_by_count dtype: float32 - name: industrial_design_applications_resident_by_count dtype: float32 - name: industry_including_construction_value_added_percent_of_gdp dtype: float32 - name: industry_including_construction_value_added_annual_percent_growth dtype: float32 - name: industry_including_construction_value_added_constant_2015_us dtype: float32 - name: industry_including_construction_value_added_constant_lcu dtype: float32 - name: industry_including_construction_value_added_current_lcu dtype: float32 - name: industry_including_construction_value_added_current_us dtype: float32 - name: industry_including_construction_value_added_per_worker_constant_2015_us dtype: float32 - name: inflation_consumer_prices_annual_percent dtype: float32 - name: inflation_gdp_deflator_annual_percent dtype: float32 - name: inflation_gdp_deflator_linked_series_annual_percent dtype: float32 - name: informal_payments_to_public_officials_percent_of_firms dtype: float32 - name: insurance_and_financial_services_percent_of_commercial_service_exports dtype: float32 - name: insurance_and_financial_services_percent_of_commercial_service_imports dtype: float32 - name: insurance_and_financial_services_percent_of_service_exports_bop dtype: float32 - name: insurance_and_financial_services_percent_of_service_imports_bop dtype: float32 - name: intentional_homicides_per_100000_people dtype: float32 - name: intentional_homicides_female_per_100000_female dtype: float32 - name: intentional_homicides_male_per_100000_male dtype: float32 - name: interest_payments_percent_of_expense dtype: float32 - name: interest_payments_percent_of_revenue dtype: float32 - name: interest_payments_current_lcu dtype: float32 - name: interest_rate_spread_lending_rate_minus_deposit_rate_percent dtype: float32 - name: internally_displaced_persons_new_displacement_associated_with_conflict_and_violence_number_of_cases dtype: float32 - name: internally_displaced_persons_new_displacement_associated_with_disasters_number_of_cases dtype: float32 - name: internally_displaced_persons_total_displaced_by_conflict_and_violence_number_of_people dtype: float32 - name: international_migrant_stock_percent_of_population dtype: float32 - name: international_migrant_stock_total dtype: float32 - name: international_tourism_expenditures_percent_of_total_imports dtype: float32 - name: international_tourism_expenditures_current_us dtype: float32 - name: international_tourism_expenditures_for_passenger_transport_items_current_us dtype: float32 - name: international_tourism_expenditures_for_travel_items_current_us dtype: float32 - name: international_tourism_number_of_arrivals dtype: float32 - name: international_tourism_number_of_departures dtype: float32 - name: international_tourism_receipts_percent_of_total_exports dtype: float32 - name: international_tourism_receipts_current_us dtype: float32 - name: international_tourism_receipts_for_passenger_transport_items_current_us dtype: float32 - name: international_tourism_receipts_for_travel_items_current_us dtype: float32 - name: investment_in_energy_with_private_participation_current_us dtype: float32 - name: investment_in_ict_with_private_participation_current_us dtype: float32 - name: investment_in_transport_with_private_participation_current_us dtype: float32 - name: investment_in_water_and_sanitation_with_private_participation_current_us dtype: float32 - name: labor_force_participation_rate_for_ages_15_24_female_percent_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_for_ages_15_24_female_percent_national_estimate dtype: float32 - name: labor_force_participation_rate_for_ages_15_24_male_percent_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_for_ages_15_24_male_percent_national_estimate dtype: float32 - name: labor_force_participation_rate_for_ages_15_24_total_percent_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_for_ages_15_24_total_percent_national_estimate dtype: float32 - name: labor_force_participation_rate_female_percent_of_female_population_ages_15_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_female_percent_of_female_population_ages_15_national_estimate dtype: float32 - name: labor_force_participation_rate_female_percent_of_female_population_ages_15_64_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_male_percent_of_male_population_ages_15_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_male_percent_of_male_population_ages_15_national_estimate dtype: float32 - name: labor_force_participation_rate_male_percent_of_male_population_ages_15_64_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_total_percent_of_total_population_ages_15_modeled_ilo_estimate dtype: float32 - name: labor_force_participation_rate_total_percent_of_total_population_ages_15_national_estimate dtype: float32 - name: labor_force_participation_rate_total_percent_of_total_population_ages_15_64_modeled_ilo_estimate dtype: float32 - name: labor_force_with_advanced_education_percent_of_total_working_age_population_with_advanced_education dtype: float32 - name: labor_force_with_advanced_education_female_percent_of_female_working_age_population_with_advanced_education dtype: float32 - name: labor_force_with_advanced_education_male_percent_of_male_working_age_population_with_advanced_education dtype: float32 - name: labor_force_with_basic_education_percent_of_total_working_age_population_with_basic_education dtype: float32 - name: labor_force_with_basic_education_female_percent_of_female_working_age_population_with_basic_education dtype: float32 - name: labor_force_with_basic_education_male_percent_of_male_working_age_population_with_basic_education dtype: float32 - name: labor_force_with_intermediate_education_percent_of_total_working_age_population_with_intermediate_education dtype: float32 - name: labor_force_with_intermediate_education_female_percent_of_female_working_age_population_with_intermediate_education dtype: float32 - name: labor_force_with_intermediate_education_male_percent_of_male_working_age_population_with_intermediate_education dtype: float32 - name: labor_force_female_percent_of_total_labor_force dtype: float32 - name: labor_force_total dtype: float32 - name: labor_tax_and_contributions_percent_of_commercial_profits dtype: float32 - name: land_area_sq_km dtype: float32 - name: land_area_where_elevation_is_below_5_meters_percent_of_total_land_area dtype: float32 - name: land_under_cereal_production_hectares dtype: float32 - name: lead_time_to_export_median_case_days dtype: float32 - name: lead_time_to_import_median_case_days dtype: float32 - name: learning_poverty_share_of_children_at_the_end_of_primary_age_below_minimum_reading_proficiency_adjusted_by_out_of_school_children_percent dtype: float32 - name: learning_poverty_share_of_female_children_at_the_end_of_primary_age_below_minimum_reading_proficiency_adjusted_by_out_of_school_children_percent dtype: float32 - name: learning_poverty_share_of_male_children_at_the_end_of_primary_age_below_minimum_reading_proficiency_adjusted_by_out_of_school_children_percent dtype: float32 - name: lending_interest_rate_percent dtype: float32 - name: level_of_water_stress_freshwater_withdrawal_as_a_proportion_of_available_freshwater_resources dtype: float32 - name: life_expectancy_at_birth_female_years dtype: float32 - name: life_expectancy_at_birth_male_years dtype: float32 - name: life_expectancy_at_birth_total_years dtype: float32 - name: lifetime_risk_of_maternal_death_percent dtype: float32 - name: lifetime_risk_of_maternal_death_1_in_rate_varies_by_country dtype: float32 - name: liner_shipping_connectivity_index_maximum_value_in_2004_100 dtype: float32 - name: listed_domestic_companies_total dtype: float32 - name: literacy_rate_adult_female_percent_of_females_ages_15_and_above dtype: float32 - name: literacy_rate_adult_male_percent_of_males_ages_15_and_above dtype: float32 - name: literacy_rate_adult_total_percent_of_people_ages_15_and_above dtype: float32 - name: literacy_rate_youth_ages_15_24_gender_parity_index_gpi dtype: float32 - name: literacy_rate_youth_female_percent_of_females_ages_15_24 dtype: float32 - name: literacy_rate_youth_male_percent_of_males_ages_15_24 dtype: float32 - name: literacy_rate_youth_total_percent_of_people_ages_15_24 dtype: float32 - name: livestock_production_index_2014_2016_100 dtype: float32 - name: logistics_performance_index_ability_to_track_and_trace_consignments_1_low_to_5_high dtype: float32 - name: logistics_performance_index_competence_and_quality_of_logistics_services_1_low_to_5_high dtype: float32 - name: logistics_performance_index_ease_of_arranging_competitively_priced_shipments_1_low_to_5_high dtype: float32 - name: logistics_performance_index_efficiency_of_customs_clearance_process_1_low_to_5_high dtype: float32 - name: logistics_performance_index_frequency_with_which_shipments_reach_consignee_within_scheduled_or_expected_time_1_low_to_5_high dtype: float32 - name: logistics_performance_index_overall_1_low_to_5_high dtype: float32 - name: logistics_performance_index_quality_of_trade_and_transport_related_infrastructure_1_low_to_5_high dtype: float32 - name: losses_due_to_theft_and_vandalism_percent_of_annual_sales_for_affected_firms dtype: float32 - name: low_birthweight_babies_percent_of_births dtype: float32 - name: lower_secondary_completion_rate_female_percent_of_relevant_age_group dtype: float32 - name: lower_secondary_completion_rate_male_percent_of_relevant_age_group dtype: float32 - name: lower_secondary_completion_rate_total_percent_of_relevant_age_group dtype: float32 - name: lower_secondary_school_starting_age_years dtype: float32 - name: machinery_and_transport_equipment_percent_of_value_added_in_manufacturing dtype: float32 - name: male_primary_school_age_children_out_of_school_percent dtype: float32 - name: male_pupils_below_minimum_reading_proficiency_at_end_of_primary_percent_low_gaml_threshold dtype: float32 - name: mammal_species_threatened dtype: float32 - 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name: merchandise_exports_to_low_and_middle_income_economies_in_south_asia_percent_of_total_merchandise_exports dtype: float32 - name: merchandise_exports_to_low_and_middle_income_economies_in_sub_saharan_africa_percent_of_total_merchandise_exports dtype: float32 - name: merchandise_exports_to_low_and_middle_income_economies_outside_region_percent_of_total_merchandise_exports dtype: float32 - name: merchandise_exports_to_low_and_middle_income_economies_within_region_percent_of_total_merchandise_exports dtype: float32 - name: merchandise_imports_current_us dtype: float32 - name: merchandise_imports_by_the_reporting_economy_current_us dtype: float32 - name: merchandise_imports_by_the_reporting_economy_residual_percent_of_total_merchandise_imports dtype: float32 - name: merchandise_imports_from_economies_in_the_arab_world_percent_of_total_merchandise_imports dtype: float32 - name: merchandise_imports_from_high_income_economies_percent_of_total_merchandise_imports dtype: float32 - name: merchandise_imports_from_low_and_middle_income_economies_in_east_asia_pacific_percent_of_total_merchandise_imports dtype: float32 - 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name: net_official_flows_from_un_agencies_unpbf_current_us dtype: float32 - name: net_official_flows_from_un_agencies_unrwa_current_us dtype: float32 - name: net_official_flows_from_un_agencies_unta_current_us dtype: float32 - name: net_official_flows_from_un_agencies_unwomen_current_us dtype: float32 - name: net_official_flows_from_un_agencies_unwto_current_us dtype: float32 - name: net_official_flows_from_un_agencies_wfp_current_us dtype: float32 - name: net_official_flows_from_un_agencies_who_current_us dtype: float32 - name: net_official_flows_from_un_agencies_wto_itc_current_us dtype: float32 - name: net_primary_income_bop_current_us dtype: float32 - name: net_primary_income_net_income_from_abroad_constant_lcu dtype: float32 - name: net_primary_income_net_income_from_abroad_current_lcu dtype: float32 - name: net_primary_income_net_income_from_abroad_current_us dtype: float32 - name: net_secondary_income_bop_current_us dtype: float32 - name: net_secondary_income_net_current_transfers_from_abroad_constant_lcu dtype: float32 - name: net_secondary_income_net_current_transfers_from_abroad_current_lcu dtype: float32 - name: net_secondary_income_net_current_transfers_from_abroad_current_us dtype: float32 - name: net_trade_in_goods_bop_current_us dtype: float32 - name: net_trade_in_goods_and_services_bop_current_us dtype: float32 - name: new_business_density_new_registrations_per_1000_people_ages_15_64 dtype: float32 - name: new_businesses_registered_number dtype: float32 - name: newborns_protected_against_tetanus_percent dtype: float32 - name: nitrous_oxide_emissions_percent_change_from_1990 dtype: float32 - name: nitrous_oxide_emissions_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: nitrous_oxide_emissions_in_energy_sector_percent_of_total dtype: float32 - name: nitrous_oxide_emissions_in_energy_sector_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: number_of_deaths_ages_10_14_years dtype: float32 - name: number_of_deaths_ages_15_19_years dtype: float32 - name: number_of_deaths_ages_20_24_years dtype: float32 - name: number_of_deaths_ages_5_9_years dtype: float32 - name: number_of_infant_deaths dtype: float32 - name: number_of_maternal_deaths dtype: float32 - name: number_of_neonatal_deaths dtype: float32 - name: number_of_surgical_procedures_per_100000_population dtype: float32 - name: number_of_under_five_deaths dtype: float32 - name: number_of_visits_or_required_meetings_with_tax_officials_average_for_affected_firms dtype: float32 - name: nurses_and_midwives_per_1000_people dtype: float32 - name: official_exchange_rate_lcu_per_us_period_average dtype: float32 - name: oil_rents_percent_of_gdp dtype: float32 - name: ores_and_metals_exports_percent_of_merchandise_exports dtype: float32 - name: ores_and_metals_imports_percent_of_merchandise_imports dtype: float32 - name: other_expense_percent_of_expense dtype: float32 - name: other_expense_current_lcu dtype: float32 - name: other_greenhouse_gas_emissions_percent_change_from_1990 dtype: float32 - name: other_greenhouse_gas_emissions_hfc_pfc_and_sf6_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: other_manufacturing_percent_of_value_added_in_manufacturing dtype: float32 - name: other_taxes_percent_of_revenue dtype: float32 - name: other_taxes_current_lcu dtype: float32 - name: other_taxes_payable_by_businesses_percent_of_commercial_profits dtype: float32 - name: out_of_pocket_expenditure_percent_of_current_health_expenditure dtype: float32 - name: out_of_pocket_expenditure_per_capita_current_us dtype: float32 - name: out_of_pocket_expenditure_per_capita_ppp_current_international dtype: float32 - name: over_age_students_primary_percent_of_enrollment dtype: float32 - name: over_age_students_primary_female_percent_of_female_enrollment dtype: float32 - name: over_age_students_primary_male_percent_of_male_enrollment dtype: float32 - name: part_time_employment_female_percent_of_total_female_employment dtype: float32 - name: part_time_employment_male_percent_of_total_male_employment dtype: float32 - name: part_time_employment_total_percent_of_total_employment dtype: float32 - name: patent_applications_nonresidents dtype: float32 - name: patent_applications_residents dtype: float32 - name: people_practicing_open_defecation_percent_of_population dtype: float32 - name: people_practicing_open_defecation_rural_percent_of_rural_population dtype: float32 - name: people_practicing_open_defecation_urban_percent_of_urban_population dtype: float32 - name: people_using_at_least_basic_drinking_water_services_percent_of_population dtype: float32 - name: people_using_at_least_basic_drinking_water_services_rural_percent_of_rural_population dtype: float32 - name: people_using_at_least_basic_drinking_water_services_urban_percent_of_urban_population dtype: float32 - name: people_using_at_least_basic_sanitation_services_percent_of_population dtype: float32 - name: people_using_at_least_basic_sanitation_services_rural_percent_of_rural_population dtype: float32 - name: people_using_at_least_basic_sanitation_services_urban_percent_of_urban_population dtype: float32 - name: people_using_safely_managed_drinking_water_services_percent_of_population dtype: float32 - name: people_using_safely_managed_drinking_water_services_rural_percent_of_rural_population dtype: float32 - name: people_using_safely_managed_drinking_water_services_urban_percent_of_urban_population dtype: float32 - name: people_using_safely_managed_sanitation_services_percent_of_population dtype: float32 - name: people_using_safely_managed_sanitation_services_rural_percent_of_rural_population dtype: float32 - name: people_using_safely_managed_sanitation_services_urban_percent_of_urban_population dtype: float32 - name: people_with_basic_handwashing_facilities_including_soap_and_water_percent_of_population dtype: float32 - name: people_with_basic_handwashing_facilities_including_soap_and_water_rural_percent_of_rural_population dtype: float32 - name: people_with_basic_handwashing_facilities_including_soap_and_water_urban_percent_of_urban_population dtype: float32 - name: periodicity_and_timeliness_assessment_of_statistical_capacity_scale_0_100 dtype: float32 - name: permanent_cropland_percent_of_land_area dtype: float32 - name: persistence_to_grade_5_female_percent_of_cohort dtype: float32 - name: persistence_to_grade_5_male_percent_of_cohort dtype: float32 - name: persistence_to_grade_5_total_percent_of_cohort dtype: float32 - name: persistence_to_last_grade_of_primary_female_percent_of_cohort dtype: float32 - name: persistence_to_last_grade_of_primary_male_percent_of_cohort dtype: float32 - name: persistence_to_last_grade_of_primary_total_percent_of_cohort dtype: float32 - name: personal_remittances_paid_current_us dtype: float32 - name: personal_remittances_received_percent_of_gdp dtype: float32 - name: personal_remittances_received_current_us dtype: float32 - name: personal_transfers_receipts_bop_current_us dtype: float32 - name: pfc_gas_emissions_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: physicians_per_1000_people dtype: float32 - name: plant_species_higher_threatened dtype: float32 - name: pm2_5_air_pollution_mean_annual_exposure_micrograms_per_cubic_meter dtype: float32 - name: pm2_5_air_pollution_population_exposed_to_levels_exceeding_who_guideline_value_percent_of_total dtype: float32 - name: pm2_5_pollution_population_exposed_to_levels_exceeding_who_interim_target_1_value_percent_of_total dtype: float32 - name: pm2_5_pollution_population_exposed_to_levels_exceeding_who_interim_target_2_value_percent_of_total dtype: float32 - name: pm2_5_pollution_population_exposed_to_levels_exceeding_who_interim_target_3_value_percent_of_total dtype: float32 - name: png_bonds_nfl_current_us dtype: float32 - name: png_commercial_banks_and_other_creditors_nfl_current_us dtype: float32 - name: political_stability_and_absence_of_violence_terrorism_estimate dtype: float32 - name: political_stability_and_absence_of_violence_terrorism_number_of_sources dtype: float32 - name: political_stability_and_absence_of_violence_terrorism_percentile_rank dtype: float32 - name: political_stability_and_absence_of_violence_terrorism_percentile_rank_lower_bound_of_90percent_confidence_interval dtype: float32 - name: political_stability_and_absence_of_violence_terrorism_percentile_rank_upper_bound_of_90percent_confidence_interval dtype: float32 - name: political_stability_and_absence_of_violence_terrorism_standard_error dtype: float32 - name: population_ages_00_04_female_percent_of_female_population dtype: float32 - name: population_ages_00_04_male_percent_of_male_population dtype: float32 - name: population_ages_0_14_percent_of_total_population dtype: float32 - name: population_ages_0_14_female dtype: float32 - name: population_ages_0_14_female_percent_of_female_population dtype: float32 - name: population_ages_0_14_male dtype: float32 - name: population_ages_0_14_male_percent_of_male_population dtype: float32 - name: population_ages_0_14_total dtype: float32 - name: population_ages_05_09_female_percent_of_female_population dtype: float32 - name: population_ages_05_09_male_percent_of_male_population dtype: float32 - name: population_ages_10_14_female_percent_of_female_population dtype: float32 - name: population_ages_10_14_male_percent_of_male_population dtype: float32 - name: population_ages_15_19_female_percent_of_female_population dtype: float32 - name: population_ages_15_19_male_percent_of_male_population dtype: float32 - name: population_ages_15_64_percent_of_total_population dtype: float32 - name: population_ages_15_64_female dtype: float32 - name: population_ages_15_64_female_percent_of_female_population dtype: float32 - name: population_ages_15_64_male dtype: float32 - name: population_ages_15_64_male_percent_of_male_population dtype: float32 - name: population_ages_15_64_total dtype: float32 - name: population_ages_20_24_female_percent_of_female_population dtype: float32 - name: population_ages_20_24_male_percent_of_male_population dtype: float32 - name: population_ages_25_29_female_percent_of_female_population dtype: float32 - name: population_ages_25_29_male_percent_of_male_population dtype: float32 - name: population_ages_30_34_female_percent_of_female_population dtype: float32 - name: population_ages_30_34_male_percent_of_male_population dtype: float32 - name: population_ages_35_39_female_percent_of_female_population dtype: float32 - name: population_ages_35_39_male_percent_of_male_population dtype: float32 - name: population_ages_40_44_female_percent_of_female_population dtype: float32 - name: population_ages_40_44_male_percent_of_male_population dtype: float32 - name: population_ages_45_49_female_percent_of_female_population dtype: float32 - name: population_ages_45_49_male_percent_of_male_population dtype: float32 - name: population_ages_50_54_female_percent_of_female_population dtype: float32 - name: population_ages_50_54_male_percent_of_male_population dtype: float32 - name: population_ages_55_59_female_percent_of_female_population dtype: float32 - name: population_ages_55_59_male_percent_of_male_population dtype: float32 - name: population_ages_60_64_female_percent_of_female_population dtype: float32 - name: population_ages_60_64_male_percent_of_male_population dtype: float32 - name: population_ages_65_and_above_percent_of_total_population dtype: float32 - name: population_ages_65_and_above_female dtype: float32 - name: population_ages_65_and_above_female_percent_of_female_population dtype: float32 - name: population_ages_65_and_above_male dtype: float32 - name: population_ages_65_and_above_male_percent_of_male_population dtype: float32 - name: population_ages_65_and_above_total dtype: float32 - name: population_ages_65_69_female_percent_of_female_population dtype: float32 - name: population_ages_65_69_male_percent_of_male_population dtype: float32 - name: population_ages_70_74_female_percent_of_female_population dtype: float32 - name: population_ages_70_74_male_percent_of_male_population dtype: float32 - name: population_ages_75_79_female_percent_of_female_population dtype: float32 - name: population_ages_75_79_male_percent_of_male_population dtype: float32 - name: population_ages_80_and_above_female_percent_of_female_population dtype: float32 - name: population_ages_80_and_above_male_percent_of_male_population dtype: float32 - name: population_density_people_per_sq_km_of_land_area dtype: float32 - name: population_growth_annual_percent dtype: float32 - name: population_in_largest_city dtype: float32 - name: population_in_the_largest_city_percent_of_urban_population dtype: float32 - name: population_in_urban_agglomerations_of_more_than_1_million dtype: float32 - name: population_in_urban_agglomerations_of_more_than_1_million_percent_of_total_population dtype: float32 - name: population_living_in_areas_where_elevation_is_below_5_meters_percent_of_total_population dtype: float32 - name: population_living_in_slums_percent_of_urban_population dtype: float32 - name: population_female dtype: float32 - name: population_female_percent_of_total_population dtype: float32 - name: population_male dtype: float32 - name: population_male_percent_of_total_population dtype: float32 - name: population_total dtype: float32 - name: portfolio_equity_net_inflows_bop_current_us dtype: float32 - name: portfolio_investment_bonds_ppg_png_nfl_current_us dtype: float32 - name: portfolio_investment_net_bop_current_us dtype: float32 - name: poverty_gap_at_2_15_a_day_2017_ppp_percent dtype: float32 - name: poverty_gap_at_3_65_a_day_2017_ppp_percent dtype: float32 - name: poverty_gap_at_6_85_a_day_2017_ppp_percent dtype: float32 - name: poverty_headcount_ratio_at_2_15_a_day_2017_ppp_percent_of_population dtype: float32 - name: poverty_headcount_ratio_at_3_65_a_day_2017_ppp_percent_of_population dtype: float32 - name: poverty_headcount_ratio_at_6_85_a_day_2017_ppp_percent_of_population dtype: float32 - name: poverty_headcount_ratio_at_national_poverty_lines_percent_of_population dtype: float32 - name: poverty_headcount_ratio_at_societal_poverty_line_percent_of_population dtype: float32 - name: power_outages_in_firms_in_a_typical_month_number dtype: float32 - name: ppg_bonds_nfl_current_us dtype: float32 - name: ppg_commercial_banks_nfl_current_us dtype: float32 - name: ppg_ibrd_dod_current_us dtype: float32 - name: ppg_ida_dod_current_us dtype: float32 - name: ppg_official_creditors_nfl_us dtype: float32 - name: ppg_other_private_creditors_nfl_current_us dtype: float32 - name: ppg_private_creditors_nfl_us dtype: float32 - name: ppp_conversion_factor_gdp_lcu_per_international dtype: float32 - name: ppp_conversion_factor_private_consumption_lcu_per_international dtype: float32 - name: pregnant_women_receiving_prenatal_care_percent dtype: float32 - name: preprimary_education_duration_years dtype: float32 - name: present_value_of_external_debt_percent_of_exports_of_goods_services_and_primary_income dtype: float32 - name: present_value_of_external_debt_percent_of_gni dtype: float32 - name: present_value_of_external_debt_current_us dtype: float32 - name: prevalence_of_anemia_among_children_percent_of_children_ages_6_59_months dtype: float32 - name: prevalence_of_anemia_among_non_pregnant_women_percent_of_women_ages_15_49 dtype: float32 - name: prevalence_of_anemia_among_pregnant_women_percent dtype: float32 - name: prevalence_of_anemia_among_women_of_reproductive_age_percent_of_women_ages_15_49 dtype: float32 - name: prevalence_of_current_tobacco_use_percent_of_adults dtype: float32 - name: prevalence_of_current_tobacco_use_females_percent_of_female_adults dtype: float32 - name: prevalence_of_current_tobacco_use_males_percent_of_male_adults dtype: float32 - name: prevalence_of_hiv_female_percent_ages_15_24 dtype: float32 - name: prevalence_of_hiv_male_percent_ages_15_24 dtype: float32 - name: prevalence_of_hiv_total_percent_of_population_ages_15_49 dtype: float32 - name: prevalence_of_moderate_or_severe_food_insecurity_in_the_population_percent dtype: float32 - name: prevalence_of_overweight_modeled_estimate_percent_of_children_under_5 dtype: float32 - name: prevalence_of_overweight_weight_for_height_percent_of_children_under_5 dtype: float32 - name: prevalence_of_overweight_weight_for_height_female_percent_of_children_under_5 dtype: float32 - name: prevalence_of_overweight_weight_for_height_male_percent_of_children_under_5 dtype: float32 - name: prevalence_of_severe_food_insecurity_in_the_population_percent dtype: float32 - name: prevalence_of_severe_wasting_weight_for_height_percent_of_children_under_5 dtype: float32 - name: prevalence_of_severe_wasting_weight_for_height_female_percent_of_children_under_5 dtype: float32 - name: prevalence_of_severe_wasting_weight_for_height_male_percent_of_children_under_5 dtype: float32 - name: prevalence_of_stunting_height_for_age_percent_of_children_under_5 dtype: float32 - name: prevalence_of_stunting_height_for_age_modeled_estimate_percent_of_children_under_5 dtype: float32 - name: prevalence_of_stunting_height_for_age_female_percent_of_children_under_5 dtype: float32 - name: prevalence_of_stunting_height_for_age_male_percent_of_children_under_5 dtype: float32 - name: prevalence_of_undernourishment_percent_of_population dtype: float32 - name: prevalence_of_underweight_weight_for_age_percent_of_children_under_5 dtype: float32 - name: prevalence_of_underweight_weight_for_age_female_percent_of_children_under_5 dtype: float32 - name: prevalence_of_underweight_weight_for_age_male_percent_of_children_under_5 dtype: float32 - name: prevalence_of_wasting_weight_for_height_percent_of_children_under_5 dtype: float32 - name: prevalence_of_wasting_weight_for_height_female_percent_of_children_under_5 dtype: float32 - name: prevalence_of_wasting_weight_for_height_male_percent_of_children_under_5 dtype: float32 - name: price_level_ratio_of_ppp_conversion_factor_gdp_to_market_exchange_rate dtype: float32 - name: primary_completion_rate_female_percent_of_relevant_age_group dtype: float32 - name: primary_completion_rate_male_percent_of_relevant_age_group dtype: float32 - name: primary_completion_rate_total_percent_of_relevant_age_group dtype: float32 - name: primary_education_duration_years dtype: float32 - name: primary_education_pupils dtype: float32 - name: primary_education_pupils_percent_female dtype: float32 - name: primary_education_teachers dtype: float32 - name: primary_education_teachers_percent_female dtype: float32 - name: primary_government_expenditures_as_a_proportion_of_original_approved_budget_percent dtype: float32 - name: primary_income_payments_bop_current_us dtype: float32 - name: primary_income_receipts_bop_current_us dtype: float32 - name: primary_school_age_children_out_of_school_percent dtype: float32 - name: primary_school_starting_age_years dtype: float32 - name: private_credit_bureau_coverage_percent_of_adults dtype: float32 - name: probability_of_dying_among_adolescents_ages_10_14_years_per_1000 dtype: float32 - name: probability_of_dying_among_adolescents_ages_15_19_years_per_1000 dtype: float32 - name: probability_of_dying_among_children_ages_5_9_years_per_1000 dtype: float32 - name: probability_of_dying_among_youth_ages_20_24_years_per_1000 dtype: float32 - name: procedures_to_build_a_warehouse_number dtype: float32 - name: procedures_to_register_property_number dtype: float32 - name: profit_tax_percent_of_commercial_profits dtype: float32 - name: progression_to_secondary_school_percent dtype: float32 - name: progression_to_secondary_school_female_percent dtype: float32 - name: progression_to_secondary_school_male_percent dtype: float32 - name: proportion_of_people_living_below_50_percent_of_median_income_percent dtype: float32 - name: proportion_of_population_pushed_below_the_2_15_2017_ppp_poverty_line_by_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_below_the_3_65_2017_ppp_poverty_line_by_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_below_the_60percent_median_consumption_poverty_line_by_out_of_pocket_health_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_further_below_the_2_15_2017_ppp_poverty_line_by_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_further_below_the_3_65_2017_ppp_poverty_line_by_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_further_below_the_60percent_median_consumption_poverty_line_by_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_or_further_pushed_below_the_2_15_2017_ppp_poverty_line_by_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_or_further_pushed_below_the_3_65_2017_ppp_poverty_line_by_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_pushed_or_further_pushed_below_the_60percent_median_consumption_poverty_line_by_out_of_pocket_health_expenditure_percent dtype: float32 - name: proportion_of_population_spending_more_than_10percent_of_household_consumption_or_income_on_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_population_spending_more_than_25percent_of_household_consumption_or_income_on_out_of_pocket_health_care_expenditure_percent dtype: float32 - name: proportion_of_seats_held_by_women_in_national_parliaments_percent dtype: float32 - name: proportion_of_time_spent_on_unpaid_domestic_and_care_work_female_percent_of_24_hour_day dtype: float32 - name: proportion_of_time_spent_on_unpaid_domestic_and_care_work_male_percent_of_24_hour_day dtype: float32 - name: proportion_of_women_subjected_to_physical_and_or_sexual_violence_in_the_last_12_months_percent_of_ever_partnered_women_ages_15_49 dtype: float32 - name: public_and_publicly_guaranteed_debt_service_percent_of_exports_of_goods_services_and_primary_income dtype: float32 - name: public_and_publicly_guaranteed_debt_service_percent_of_gni dtype: float32 - name: public_credit_registry_coverage_percent_of_adults dtype: float32 - name: public_private_partnerships_investment_in_energy_current_us dtype: float32 - name: public_private_partnerships_investment_in_ict_current_us dtype: float32 - name: public_private_partnerships_investment_in_transport_current_us dtype: float32 - name: public_private_partnerships_investment_in_water_and_sanitation_current_us dtype: float32 - name: pump_price_for_diesel_fuel_us_per_liter dtype: float32 - name: pump_price_for_gasoline_us_per_liter dtype: float32 - name: pupils_below_minimum_reading_proficiency_at_end_of_primary_percent_low_gaml_threshold dtype: float32 - name: pupil_teacher_ratio_lower_secondary dtype: float32 - name: pupil_teacher_ratio_preprimary dtype: float32 - name: pupil_teacher_ratio_primary dtype: float32 - name: pupil_teacher_ratio_secondary dtype: float32 - name: pupil_teacher_ratio_tertiary dtype: float32 - name: pupil_teacher_ratio_upper_secondary dtype: float32 - name: rail_lines_total_route_km dtype: float32 - name: railways_goods_transported_million_ton_km dtype: float32 - name: railways_passengers_carried_million_passenger_km dtype: float32 - name: ratio_of_female_to_male_labor_force_participation_rate_percent_modeled_ilo_estimate dtype: float32 - name: ratio_of_female_to_male_labor_force_participation_rate_percent_national_estimate dtype: float32 - name: real_effective_exchange_rate_index_2010_100 dtype: float32 - name: real_interest_rate_percent dtype: float32 - name: refugee_population_by_country_or_territory_of_asylum dtype: float32 - name: refugee_population_by_country_or_territory_of_origin dtype: float32 - name: regulatory_quality_estimate dtype: float32 - name: regulatory_quality_number_of_sources dtype: float32 - name: regulatory_quality_percentile_rank dtype: float32 - name: regulatory_quality_percentile_rank_lower_bound_of_90percent_confidence_interval dtype: float32 - name: regulatory_quality_percentile_rank_upper_bound_of_90percent_confidence_interval dtype: float32 - name: regulatory_quality_standard_error dtype: float32 - name: renewable_electricity_output_percent_of_total_electricity_output dtype: float32 - name: renewable_energy_consumption_percent_of_total_final_energy_consumption dtype: float32 - name: renewable_internal_freshwater_resources_per_capita_cubic_meters dtype: float32 - name: renewable_internal_freshwater_resources_total_billion_cubic_meters dtype: float32 - name: repeaters_primary_female_percent_of_female_enrollment dtype: float32 - name: repeaters_primary_male_percent_of_male_enrollment dtype: float32 - name: repeaters_primary_total_percent_of_total_enrollment dtype: float32 - name: research_and_development_expenditure_percent_of_gdp dtype: float32 - name: researchers_in_r_d_per_million_people dtype: float32 - name: reserves_and_related_items_bop_current_us dtype: float32 - name: revenue_excluding_grants_percent_of_gdp dtype: float32 - name: revenue_excluding_grants_current_lcu dtype: float32 - name: risk_of_catastrophic_expenditure_for_surgical_care_percent_of_people_at_risk dtype: float32 - name: risk_of_impoverishing_expenditure_for_surgical_care_percent_of_people_at_risk dtype: float32 - name: risk_premium_on_lending_lending_rate_minus_treasury_bill_rate_percent dtype: float32 - name: rule_of_law_estimate dtype: float32 - name: rule_of_law_number_of_sources dtype: float32 - name: rule_of_law_percentile_rank dtype: float32 - name: rule_of_law_percentile_rank_lower_bound_of_90percent_confidence_interval dtype: float32 - name: rule_of_law_percentile_rank_upper_bound_of_90percent_confidence_interval dtype: float32 - name: rule_of_law_standard_error dtype: float32 - name: rural_land_area_sq_km dtype: float32 - name: rural_land_area_where_elevation_is_below_5_meters_percent_of_total_land_area dtype: float32 - name: rural_land_area_where_elevation_is_below_5_meters_sq_km dtype: float32 - name: rural_population dtype: float32 - name: rural_population_percent_of_total_population dtype: float32 - name: rural_population_growth_annual_percent dtype: float32 - name: rural_population_living_in_areas_where_elevation_is_below_5_meters_percent_of_total_population dtype: float32 - name: s_p_global_equity_indices_annual_percent_change dtype: float32 - name: school_enrollment_preprimary_percent_gross dtype: float32 - name: school_enrollment_preprimary_female_percent_gross dtype: float32 - name: school_enrollment_preprimary_male_percent_gross dtype: float32 - name: school_enrollment_primary_percent_gross dtype: float32 - name: school_enrollment_primary_percent_net dtype: float32 - name: school_enrollment_primary_gross_gender_parity_index_gpi dtype: float32 - name: school_enrollment_primary_and_secondary_gross_gender_parity_index_gpi dtype: float32 - name: school_enrollment_primary_female_percent_gross dtype: float32 - name: school_enrollment_primary_female_percent_net dtype: float32 - name: school_enrollment_primary_male_percent_gross dtype: float32 - name: school_enrollment_primary_male_percent_net dtype: float32 - name: school_enrollment_primary_private_percent_of_total_primary dtype: float32 - name: school_enrollment_secondary_percent_gross dtype: float32 - name: school_enrollment_secondary_percent_net dtype: float32 - name: school_enrollment_secondary_gross_gender_parity_index_gpi dtype: float32 - name: school_enrollment_secondary_female_percent_gross dtype: float32 - name: school_enrollment_secondary_female_percent_net dtype: float32 - name: school_enrollment_secondary_male_percent_gross dtype: float32 - name: school_enrollment_secondary_male_percent_net dtype: float32 - name: school_enrollment_secondary_private_percent_of_total_secondary dtype: float32 - name: school_enrollment_tertiary_percent_gross dtype: float32 - name: school_enrollment_tertiary_gross_gender_parity_index_gpi dtype: float32 - name: school_enrollment_tertiary_female_percent_gross dtype: float32 - name: school_enrollment_tertiary_male_percent_gross dtype: float32 - name: scientific_and_technical_journal_articles dtype: float32 - name: secondary_education_duration_years dtype: float32 - name: secondary_education_general_pupils dtype: float32 - name: secondary_education_general_pupils_percent_female dtype: float32 - name: secondary_education_pupils dtype: float32 - name: secondary_education_pupils_percent_female dtype: float32 - name: secondary_education_teachers dtype: float32 - name: secondary_education_teachers_percent_female dtype: float32 - name: secondary_education_teachers_female dtype: float32 - name: secondary_education_vocational_pupils dtype: float32 - name: secondary_education_vocational_pupils_percent_female dtype: float32 - name: secondary_income_receipts_bop_current_us dtype: float32 - name: secondary_income_other_sectors_payments_bop_current_us dtype: float32 - name: secure_internet_servers dtype: float32 - name: secure_internet_servers_per_1_million_people dtype: float32 - name: self_employed_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: self_employed_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: self_employed_total_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: service_exports_bop_current_us dtype: float32 - name: service_imports_bop_current_us dtype: float32 - name: services_value_added_percent_of_gdp dtype: float32 - name: services_value_added_annual_percent_growth dtype: float32 - name: services_value_added_constant_2015_us dtype: float32 - name: services_value_added_constant_lcu dtype: float32 - name: services_value_added_current_lcu dtype: float32 - name: services_value_added_current_us dtype: float32 - name: services_value_added_per_worker_constant_2015_us dtype: float32 - name: sex_ratio_at_birth_male_births_per_female_births dtype: float32 - name: sf6_gas_emissions_thousand_metric_tons_of_co2_equivalent dtype: float32 - name: share_of_tariff_lines_with_international_peaks_all_products_percent dtype: float32 - name: share_of_tariff_lines_with_international_peaks_manufactured_products_percent dtype: float32 - name: share_of_tariff_lines_with_international_peaks_primary_products_percent dtype: float32 - name: share_of_tariff_lines_with_specific_rates_all_products_percent dtype: float32 - name: share_of_tariff_lines_with_specific_rates_manufactured_products_percent dtype: float32 - name: share_of_tariff_lines_with_specific_rates_primary_products_percent dtype: float32 - name: share_of_youth_not_in_education_employment_or_training_female_percent_of_female_youth_population dtype: float32 - name: share_of_youth_not_in_education_employment_or_training_male_percent_of_male_youth_population dtype: float32 - name: share_of_youth_not_in_education_employment_or_training_total_percent_of_youth_population dtype: float32 - name: short_term_debt_percent_of_exports_of_goods_services_and_primary_income dtype: float32 - name: short_term_debt_percent_of_total_external_debt dtype: float32 - name: short_term_debt_percent_of_total_reserves dtype: float32 - name: social_contributions_percent_of_revenue dtype: float32 - name: social_contributions_current_lcu dtype: float32 - name: source_data_assessment_of_statistical_capacity_scale_0_100 dtype: float32 - name: specialist_surgical_workforce_per_100000_population dtype: float32 - name: start_up_procedures_to_register_a_business_number dtype: float32 - name: start_up_procedures_to_register_a_business_female_number dtype: float32 - name: start_up_procedures_to_register_a_business_male_number dtype: float32 - name: statistical_capacity_score_overall_average_scale_0_100 dtype: float32 - name: statistical_performance_indicators_spi_overall_score_scale_0_100 dtype: float32 - name: statistical_performance_indicators_spi_pillar_1_data_use_score_scale_0_100 dtype: float32 - name: statistical_performance_indicators_spi_pillar_2_data_services_score_scale_0_100 dtype: float32 - name: statistical_performance_indicators_spi_pillar_3_data_products_score_scale_0_100 dtype: float32 - name: statistical_performance_indicators_spi_pillar_4_data_sources_score_scale_0_100 dtype: float32 - name: statistical_performance_indicators_spi_pillar_5_data_infrastructure_score_scale_0_100 dtype: float32 - name: stocks_traded_total_value_percent_of_gdp dtype: float32 - name: stocks_traded_total_value_current_us dtype: float32 - name: stocks_traded_turnover_ratio_of_domestic_shares_percent dtype: float32 - name: strength_of_legal_rights_index_0_weak_to_12_strong dtype: float32 - name: subsidies_and_other_transfers_percent_of_expense dtype: float32 - name: subsidies_and_other_transfers_current_lcu dtype: float32 - name: suicide_mortality_rate_per_100000_population dtype: float32 - name: suicide_mortality_rate_female_per_100000_female_population dtype: float32 - name: suicide_mortality_rate_male_per_100000_male_population dtype: float32 - name: surface_area_sq_km dtype: float32 - name: survey_mean_consumption_or_income_per_capita_bottom_40percent_of_population_2017_ppp_per_day dtype: float32 - name: survey_mean_consumption_or_income_per_capita_total_population_2017_ppp_per_day dtype: float32 - name: survival_to_age_65_female_percent_of_cohort dtype: float32 - name: survival_to_age_65_male_percent_of_cohort dtype: float32 - name: tariff_rate_applied_simple_mean_all_products_percent dtype: float32 - name: tariff_rate_applied_simple_mean_manufactured_products_percent dtype: float32 - name: tariff_rate_applied_simple_mean_primary_products_percent dtype: float32 - name: tariff_rate_applied_weighted_mean_all_products_percent dtype: float32 - name: tariff_rate_applied_weighted_mean_manufactured_products_percent dtype: float32 - name: tariff_rate_applied_weighted_mean_primary_products_percent dtype: float32 - name: tariff_rate_most_favored_nation_simple_mean_all_products_percent dtype: float32 - name: tariff_rate_most_favored_nation_simple_mean_manufactured_products_percent dtype: float32 - name: tariff_rate_most_favored_nation_simple_mean_primary_products_percent dtype: float32 - name: tariff_rate_most_favored_nation_weighted_mean_all_products_percent dtype: float32 - name: tariff_rate_most_favored_nation_weighted_mean_manufactured_products_percent dtype: float32 - name: tariff_rate_most_favored_nation_weighted_mean_primary_products_percent dtype: float32 - name: tax_payments_number dtype: float32 - name: tax_revenue_percent_of_gdp dtype: float32 - name: tax_revenue_current_lcu dtype: float32 - name: taxes_less_subsidies_on_products_constant_lcu dtype: float32 - name: taxes_less_subsidies_on_products_current_lcu dtype: float32 - name: taxes_less_subsidies_on_products_current_us dtype: float32 - name: taxes_on_exports_percent_of_tax_revenue dtype: float32 - name: taxes_on_exports_current_lcu dtype: float32 - name: taxes_on_goods_and_services_percent_of_revenue dtype: float32 - name: taxes_on_goods_and_services_percent_value_added_of_industry_and_services dtype: float32 - name: taxes_on_goods_and_services_current_lcu dtype: float32 - name: taxes_on_income_profits_and_capital_gains_percent_of_revenue dtype: float32 - name: taxes_on_income_profits_and_capital_gains_percent_of_total_taxes dtype: float32 - name: taxes_on_income_profits_and_capital_gains_current_lcu dtype: float32 - name: taxes_on_international_trade_percent_of_revenue dtype: float32 - name: taxes_on_international_trade_current_lcu dtype: float32 - name: technical_cooperation_grants_bop_current_us dtype: float32 - name: technicians_in_r_d_per_million_people dtype: float32 - name: teenage_mothers_percent_of_women_ages_15_19_who_have_had_children_or_are_currently_pregnant dtype: float32 - name: terms_of_trade_adjustment_constant_lcu dtype: float32 - name: terrestrial_and_marine_protected_areas_percent_of_total_territorial_area dtype: float32 - name: terrestrial_protected_areas_percent_of_total_land_area dtype: float32 - name: tertiary_education_academic_staff_percent_female dtype: float32 - name: textiles_and_clothing_percent_of_value_added_in_manufacturing dtype: float32 - name: time_required_to_build_a_warehouse_days dtype: float32 - name: time_required_to_enforce_a_contract_days dtype: float32 - name: time_required_to_get_electricity_days dtype: float32 - name: time_required_to_obtain_an_operating_license_days dtype: float32 - name: time_required_to_register_property_days dtype: float32 - name: time_required_to_start_a_business_days dtype: float32 - name: time_required_to_start_a_business_female_days dtype: float32 - name: time_required_to_start_a_business_male_days dtype: float32 - name: time_spent_dealing_with_the_requirements_of_government_regulations_percent_of_senior_management_time dtype: float32 - name: time_to_export_border_compliance_hours dtype: float32 - name: time_to_export_documentary_compliance_hours dtype: float32 - name: time_to_import_border_compliance_hours dtype: float32 - name: time_to_import_documentary_compliance_hours dtype: float32 - name: time_to_obtain_an_electrical_connection_days dtype: float32 - name: time_to_prepare_and_pay_taxes_hours dtype: float32 - name: time_to_resolve_insolvency_years dtype: float32 - name: total_alcohol_consumption_per_capita_liters_of_pure_alcohol_projected_estimates_15_years_of_age dtype: float32 - name: total_alcohol_consumption_per_capita_female_liters_of_pure_alcohol_projected_estimates_female_15_years_of_age dtype: float32 - name: total_alcohol_consumption_per_capita_male_liters_of_pure_alcohol_projected_estimates_male_15_years_of_age dtype: float32 - name: total_debt_service_percent_of_exports_of_goods_services_and_primary_income dtype: float32 - name: total_debt_service_percent_of_gni dtype: float32 - name: total_fisheries_production_metric_tons dtype: float32 - name: total_greenhouse_gas_emissions_percent_change_from_1990 dtype: float32 - name: total_greenhouse_gas_emissions_kt_of_co2_equivalent dtype: float32 - name: total_natural_resources_rents_percent_of_gdp dtype: float32 - name: total_reserves_percent_of_total_external_debt dtype: float32 - name: total_reserves_includes_gold_current_us dtype: float32 - name: total_reserves_in_months_of_imports dtype: float32 - name: total_reserves_minus_gold_current_us dtype: float32 - name: total_tax_and_contribution_rate_percent_of_profit dtype: float32 - name: trade_percent_of_gdp dtype: float32 - name: trade_in_services_percent_of_gdp dtype: float32 - name: trademark_applications_nonresident_by_count dtype: float32 - name: trademark_applications_resident_by_count dtype: float32 - name: trained_teachers_in_lower_secondary_education_percent_of_total_teachers dtype: float32 - name: trained_teachers_in_lower_secondary_education_female_percent_of_female_teachers dtype: float32 - name: trained_teachers_in_lower_secondary_education_male_percent_of_male_teachers dtype: float32 - name: trained_teachers_in_preprimary_education_percent_of_total_teachers dtype: float32 - name: trained_teachers_in_preprimary_education_female_percent_of_female_teachers dtype: float32 - name: trained_teachers_in_preprimary_education_male_percent_of_male_teachers dtype: float32 - name: trained_teachers_in_primary_education_percent_of_total_teachers dtype: float32 - name: trained_teachers_in_primary_education_female_percent_of_female_teachers dtype: float32 - name: trained_teachers_in_primary_education_male_percent_of_male_teachers dtype: float32 - name: trained_teachers_in_secondary_education_percent_of_total_teachers dtype: float32 - name: trained_teachers_in_secondary_education_female_percent_of_female_teachers dtype: float32 - name: trained_teachers_in_secondary_education_male_percent_of_male_teachers dtype: float32 - name: trained_teachers_in_upper_secondary_education_percent_of_total_teachers dtype: float32 - name: trained_teachers_in_upper_secondary_education_female_percent_of_female_teachers dtype: float32 - name: trained_teachers_in_upper_secondary_education_male_percent_of_male_teachers dtype: float32 - name: transport_services_percent_of_commercial_service_exports dtype: float32 - name: transport_services_percent_of_commercial_service_imports dtype: float32 - name: transport_services_percent_of_service_exports_bop dtype: float32 - name: transport_services_percent_of_service_imports_bop dtype: float32 - name: travel_services_percent_of_commercial_service_exports dtype: float32 - name: travel_services_percent_of_commercial_service_imports dtype: float32 - name: travel_services_percent_of_service_exports_bop dtype: float32 - name: travel_services_percent_of_service_imports_bop dtype: float32 - name: tuberculosis_case_detection_rate_percent_all_forms dtype: float32 - name: tuberculosis_treatment_success_rate_percent_of_new_cases dtype: float32 - name: uhc_service_coverage_index dtype: float32 - name: unemployment_with_advanced_education_percent_of_total_labor_force_with_advanced_education dtype: float32 - name: unemployment_with_advanced_education_female_percent_of_female_labor_force_with_advanced_education dtype: float32 - name: unemployment_with_advanced_education_male_percent_of_male_labor_force_with_advanced_education dtype: float32 - name: unemployment_with_basic_education_percent_of_total_labor_force_with_basic_education dtype: float32 - name: unemployment_with_basic_education_female_percent_of_female_labor_force_with_basic_education dtype: float32 - name: unemployment_with_basic_education_male_percent_of_male_labor_force_with_basic_education dtype: float32 - name: unemployment_with_intermediate_education_percent_of_total_labor_force_with_intermediate_education dtype: float32 - name: unemployment_with_intermediate_education_female_percent_of_female_labor_force_with_intermediate_education dtype: float32 - name: unemployment_with_intermediate_education_male_percent_of_male_labor_force_with_intermediate_education dtype: float32 - name: unemployment_female_percent_of_female_labor_force_modeled_ilo_estimate dtype: float32 - name: unemployment_female_percent_of_female_labor_force_national_estimate dtype: float32 - name: unemployment_male_percent_of_male_labor_force_modeled_ilo_estimate dtype: float32 - name: unemployment_male_percent_of_male_labor_force_national_estimate dtype: float32 - name: unemployment_total_percent_of_total_labor_force_modeled_ilo_estimate dtype: float32 - name: unemployment_total_percent_of_total_labor_force_national_estimate dtype: float32 - name: unemployment_youth_female_percent_of_female_labor_force_ages_15_24_modeled_ilo_estimate dtype: float32 - name: unemployment_youth_female_percent_of_female_labor_force_ages_15_24_national_estimate dtype: float32 - name: unemployment_youth_male_percent_of_male_labor_force_ages_15_24_modeled_ilo_estimate dtype: float32 - name: unemployment_youth_male_percent_of_male_labor_force_ages_15_24_national_estimate dtype: float32 - name: unemployment_youth_total_percent_of_total_labor_force_ages_15_24_modeled_ilo_estimate dtype: float32 - name: unemployment_youth_total_percent_of_total_labor_force_ages_15_24_national_estimate dtype: float32 - name: unmet_need_for_contraception_percent_of_married_women_ages_15_49 dtype: float32 - name: urban_land_area_sq_km dtype: float32 - name: urban_land_area_where_elevation_is_below_5_meters_percent_of_total_land_area dtype: float32 - name: urban_land_area_where_elevation_is_below_5_meters_sq_km dtype: float32 - name: urban_population dtype: float32 - name: urban_population_percent_of_total_population dtype: float32 - name: urban_population_growth_annual_percent dtype: float32 - name: urban_population_living_in_areas_where_elevation_is_below_5_meters_percent_of_total_population dtype: float32 - name: use_of_imf_credit_dod_current_us dtype: float32 - name: use_of_insecticide_treated_bed_nets_percent_of_under_5_population dtype: float32 - name: value_lost_due_to_electrical_outages_percent_of_sales_for_affected_firms dtype: float32 - name: vitamin_a_supplementation_coverage_rate_percent_of_children_ages_6_59_months dtype: float32 - name: voice_and_accountability_estimate dtype: float32 - name: voice_and_accountability_number_of_sources dtype: float32 - name: voice_and_accountability_percentile_rank dtype: float32 - name: voice_and_accountability_percentile_rank_lower_bound_of_90percent_confidence_interval dtype: float32 - name: voice_and_accountability_percentile_rank_upper_bound_of_90percent_confidence_interval dtype: float32 - name: voice_and_accountability_standard_error dtype: float32 - name: vulnerable_employment_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: vulnerable_employment_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: vulnerable_employment_total_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: wage_and_salaried_workers_female_percent_of_female_employment_modeled_ilo_estimate dtype: float32 - name: wage_and_salaried_workers_male_percent_of_male_employment_modeled_ilo_estimate dtype: float32 - name: wage_and_salaried_workers_total_percent_of_total_employment_modeled_ilo_estimate dtype: float32 - name: wanted_fertility_rate_births_per_woman dtype: float32 - name: water_productivity_total_constant_2015_us_gdp_per_cubic_meter_of_total_freshwater_withdrawal dtype: float32 - name: wholesale_price_index_2010_100 dtype: float32 - name: women_business_and_the_law_index_score_scale_1_100 dtype: float32 - name: women_making_their_own_informed_decisions_regarding_sexual_relations_contraceptive_use_and_reproductive_health_care_percent_of_women_age_15_49 dtype: float32 - name: women_participating_in_the_three_decisions_own_health_care_major_household_purchases_and_visiting_family_percent_of_women_age_15_49 dtype: float32 - name: women_who_believe_a_husband_is_justified_in_beating_his_wife_any_of_five_reasons_percent dtype: float32 - name: women_who_believe_a_husband_is_justified_in_beating_his_wife_when_she_argues_with_him_percent dtype: float32 - name: women_who_believe_a_husband_is_justified_in_beating_his_wife_when_she_burns_the_food_percent dtype: float32 - name: women_who_believe_a_husband_is_justified_in_beating_his_wife_when_she_goes_out_without_telling_him_percent dtype: float32 - name: women_who_believe_a_husband_is_justified_in_beating_his_wife_when_she_neglects_the_children_percent dtype: float32 - name: women_who_believe_a_husband_is_justified_in_beating_his_wife_when_she_refuses_sex_with_him_percent dtype: float32 - name: women_who_were_first_married_by_age_15_percent_of_women_ages_20_24 dtype: float32 - name: women_who_were_first_married_by_age_18_percent_of_women_ages_20_24 dtype: float32 - name: women_s_share_of_population_ages_15_living_with_hiv_percent dtype: float32 - name: young_people_ages_15_24_newly_infected_with_hiv dtype: float32 splits: - name: main num_bytes: 79162846 num_examples: 10246 download_size: 44750520 dataset_size: 79162846 configs: - config_name: default data_files: - split: main path: data/main-* ---

提供机构：

davidgasquez

原始信息汇总

数据集特征概述

基本信息特征

country: 国家名称，数据类型为字符串。
year: 年份，数据类型为整数。
iso_code: 国家ISO代码，数据类型为字符串。
population: 人口数量，数据类型为整数。
gdp: 国内生产总值，数据类型为字符串。

能源与环境特征

biofuel_consumption: 生物燃料消费量，数据类型为字符串。
biofuel_electricity: 生物燃料电力，数据类型为浮点数。
coal_consumption: 煤炭消费量，数据类型为字符串。
coal_electricity: 煤炭电力，数据类型为浮点数。
fossil_electricity: 化石燃料电力，数据类型为浮点数。
gas_electricity: 天然气电力，数据类型为浮点数。
hydro_electricity: 水力电力，数据类型为浮点数。
nuclear_electricity: 核能电力，数据类型为浮点数。
oil_electricity: 石油电力，数据类型为浮点数。
renewables_electricity: 可再生能源电力，数据类型为浮点数。
solar_electricity: 太阳能电力，数据类型为浮点数。
wind_electricity: 风能电力，数据类型为浮点数。

经济与社会特征

access_to_electricity: 通电率，数据类型为浮点数。
account_ownership_at_a_financial_institution: 金融机构账户拥有率，数据类型为浮点数。
adjusted_net_national_income: 调整后的国民净收入，数据类型为浮点数。
agriculture_forestry_and_fishing_value_added: 农业、林业和渔业增加值，数据类型为浮点数。
annual_freshwater_withdrawals: 年度淡水提取量，数据类型为浮点数。
arable_land: 可耕地面积，数据类型为浮点数。

环境影响特征

co2: 二氧化碳排放量，数据类型为浮点数。
greenhouse_gas_emissions: 温室气体排放量，数据类型为浮点数。
land_use_change_co2: 土地利用变化导致的二氧化碳排放，数据类型为浮点数。
methane: 甲烷排放量，数据类型为字符串。
nitrous_oxide: 氧化亚氮排放量，数据类型为字符串。

人口与健康特征

adolescent_fertility_rate: 青少年生育率，数据类型为浮点数。
adults_ages_15_and_children_ages_0_14_newly_infected_with_hiv: 15岁及以上成人和0-14岁儿童新感染HIV人数，数据类型为浮点数。
age_dependency_ratio: 年龄依赖比，数据类型为浮点数。

教育特征

adjusted_net_enrollment_rate_primary: 小学调整后的净入学率，数据类型为浮点数。
adolescents_out_of_school: 辍学青少年比例，数据类型为浮点数。

金融与经济特征

adjusted_savings_carbon_dioxide_damage: 调整后的二氧化碳损害储蓄，数据类型为浮点数。
agricultural_raw_materials_exports: 农产品原料出口，数据类型为浮点数。
annualized_average_growth_rate_in_per_capita_real_survey_mean_consumption: 人均实际调查平均消费的年化平均增长率，数据类型为浮点数。

社会保护与福利特征

adequacy_of_social_insurance_programs: 社会保险计划的充足性，数据类型为浮点数。
antiretroviral_therapy_coverage: 抗逆转录病毒治疗覆盖率，数据类型为浮点数。

交通与通信特征

air_transport_freight: 航空货运量，数据类型为浮点数。
air_transport_passengers_carried: 航空客运量，数据类型为浮点数。

农业与食品特征

agricultural_land: 农业用地，数据类型为浮点数。
agricultural_machinery_tractors: 农业机械拖拉机数量，数据类型为浮点数。

环境与资源特征

aquaculture_production: 水产养殖产量，数据类型为浮点数。
arms_exports: 武器出口，数据类型为浮点数。

其他特征

country_name: 国家名称，数据类型为字符串。
country_code: 国家代码，数据类型为字符串。
year_2: 年份，数据类型为整数。

数据集结构

数据类型多样：包含字符串、整数和浮点数等多种数据类型。
覆盖广泛领域：从能源消费到环境影响，再到社会经济指标，数据集涵盖了多个关键领域。
详细的环境指标：提供了包括温室气体排放、土地利用变化等多项环境相关指标。
人口与健康关注：包括青少年生育率、HIV新感染人数等人口健康相关指标。
教育与金融指标：涉及教育入学率、金融账户拥有率等社会发展指标。
农业与资源数据：提供农业用地、水产养殖产量等农业资源相关数据。

结论

该数据集是一个综合性的全球数据集，涵盖了从环境到经济，再到社会和健康的多个方面，适合进行多维度的分析和研究。

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