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Country_data

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Stewart
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Context This dataset was a part of the assignment of my coursework. Content The dataset contains 90+ columns describing different aspects of all countries like GDP, Population, Electricity-consumption and many more. Most of the fields are explained here (others are standard terms you can search for): link Acknowledgements This dataset is taken from CIA Inspiration GDP Prediction is the most important task here. Other tasks include the prediction of other fields. Since the dataset is small I want to see how much accuracy can be reached with this.

80 features

Refined_petroleum_products_-_production	string	109 unique values 0 missing
Carbon_dioxide_emissions_from_consumption_of_energy	string	189 unique values 0 missing
Natural_gas_-_proved_reserves	string	93 unique values 0 missing
Natural_gas_-_imports	string	74 unique values 0 missing
Natural_gas_-_exports	string	55 unique values 0 missing
Natural_gas_-_consumption	string	103 unique values 0 missing
Natural_gas_-_production	string	90 unique values 0 missing
Refined_petroleum_products_-_imports	string	185 unique values 0 missing
Refined_petroleum_products_-_exports	string	118 unique values 0 missing
Refined_petroleum_products_-_consumption	string	152 unique values 0 missing
Area	string	196 unique values 0 missing
Crude_oil_-_proved_reserves	string	91 unique values 0 missing
Crude_oil_-_imports	string	83 unique values 0 missing
Crude_oil_-_exports	string	81 unique values 0 missing
Crude_oil_-_production	string	89 unique values 0 missing
Electricity_-_from_other_renewable_sources	string	42 unique values 0 missing
Electricity_-_from_hydroelectric_plants	string	69 unique values 0 missing
Electricity_-_from_nuclear_fuels	string	19 unique values 0 missing
Electricity_-_from_fossil_fuels	string	83 unique values 0 missing
Electricity_-_installed_generating_capacity	string	191 unique values 0 missing
Life_expectancy_at_birth	string	128 unique values 0 missing
Merchant_marine	string	126 unique values 0 missing
Roadways	string	181 unique values 0 missing
Railways	string	131 unique values 0 missing
Airports	string	118 unique values 0 missing
Unemployment,_youth_ages_15-24	string	131 unique values 0 missing
Education_expenditures	string	63 unique values 0 missing
Children_under_the_age_of_5_years_underweight	string	102 unique values 0 missing
Obesity_-_adult_prevalence_rate	string	141 unique values 0 missing
Total_fertility_rate	string	137 unique values 0 missing
Electricity_-_imports	string	113 unique values 0 missing
Infant_mortality_rate	string	156 unique values 0 missing
Maternal_mortality_rate	string	113 unique values 0 missing
Net_migration_rate	string	107 unique values 0 missing
Death_rate	string	85 unique values 0 missing
Birth_rate	string	143 unique values 0 missing
Population_growth_rate	string	161 unique values 0 missing
Median_age	string	145 unique values 0 missing
Population	string	196 unique values 0 missing
Military_expenditures	string	125 unique values 0 missing
Internet_users	string	191 unique values 0 missing
Distribution_of_family_income_-_Gini_index	string	119 unique values 0 missing
Unemployment_rate	string	119 unique values 0 missing
Labor_force	string	191 unique values 0 missing
Industrial_production_growth_rate	string	108 unique values 0 missing
Gross_national_saving	string	146 unique values 0 missing
GDP_-_per_capita_(PPP)	string	154 unique values 0 missing
GDP_-_real_growth_rate	string	86 unique values 0 missing
GDP_(purchasing_power_parity)	string	195 unique values 0 missing
Broadband_-_fixed_subscriptions	string	183 unique values 0 missing
Taxes_and_other_revenues	string	153 unique values 0 missing
Telephones_-_mobile_cellular	string	195 unique values 0 missing
Telephones_-_fixed_lines	string	191 unique values 0 missing
Longitude_of_Capital	string	197 unique values 0 missing
Latitude_of_Capital	string	195 unique values 0 missing
Date_of_Founding/Independence	string	187 unique values 0 missing
Capital_City	string	197 unique values 0 missing
Government_Type	string	52 unique values 0 missing
Country_Code	string	197 unique values 0 missing
Country_Name.1	string	197 unique values 0 missing
Current_account_balance	string	187 unique values 0 missing
Electricity_-_exports	string	94 unique values 0 missing
Electricity_-_consumption	string	190 unique values 0 missing
Electricity_-_production	string	188 unique values 0 missing
Stock_of_direct_foreign_investment_-_abroad	string	115 unique values 0 missing
Stock_of_direct_foreign_investment_-_at_home	string	133 unique values 0 missing
Debt_-_external	string	189 unique values 0 missing
Reserves_of_foreign_exchange_and_gold	string	184 unique values 0 missing
Imports	string	194 unique values 0 missing
Exports	string	195 unique values 0 missing
Country_Name	string	197 unique values 0 missing
Market_value_of_publicly_traded_shares	string	117 unique values 0 missing
Stock_of_domestic_credit	string	182 unique values 0 missing
Stock_of_broad_money	string	183 unique values 0 missing
Stock_of_narrow_money	string	182 unique values 0 missing
Commercial_bank_prime_lending_rate	string	160 unique values 0 missing
Central_bank_discount_rate	string	72 unique values 0 missing
Inflation_rate_(consumer_prices)	string	93 unique values 0 missing
Public_debt	string	171 unique values 0 missing
Budget_surplus_(+)_or_deficit_(-)	string	104 unique values 0 missing