Data
Country_data

Country_data

active ARFF CC0: Public Domain Visibility: public Uploaded 24-03-2022 by Dustin Carrion
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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

Country_Namestring197 unique values
0 missing
Country_Name.1string197 unique values
0 missing
Country_Codestring197 unique values
0 missing
Government_Typestring52 unique values
0 missing
Capital_Citystring197 unique values
0 missing
Date_of_Founding/Independencestring187 unique values
0 missing
Latitude_of_Capitalstring195 unique values
0 missing
Longitude_of_Capitalstring197 unique values
0 missing
Telephones_-_fixed_linesstring191 unique values
0 missing
Telephones_-_mobile_cellularstring195 unique values
0 missing
Internet_usersstring191 unique values
0 missing
Broadband_-_fixed_subscriptionsstring183 unique values
0 missing
GDP_(purchasing_power_parity)string195 unique values
0 missing
GDP_-_real_growth_ratestring86 unique values
0 missing
GDP_-_per_capita_(PPP)string154 unique values
0 missing
Gross_national_savingstring146 unique values
0 missing
Industrial_production_growth_ratestring108 unique values
0 missing
Labor_forcestring191 unique values
0 missing
Unemployment_ratestring119 unique values
0 missing
Distribution_of_family_income_-_Gini_indexstring119 unique values
0 missing
Taxes_and_other_revenuesstring153 unique values
0 missing
Budget_surplus_(+)_or_deficit_(-)string104 unique values
0 missing
Public_debtstring171 unique values
0 missing
Inflation_rate_(consumer_prices)string93 unique values
0 missing
Central_bank_discount_ratestring72 unique values
0 missing
Commercial_bank_prime_lending_ratestring160 unique values
0 missing
Stock_of_narrow_moneystring182 unique values
0 missing
Stock_of_broad_moneystring183 unique values
0 missing
Stock_of_domestic_creditstring182 unique values
0 missing
Market_value_of_publicly_traded_sharesstring117 unique values
0 missing
Current_account_balancestring187 unique values
0 missing
Exportsstring195 unique values
0 missing
Importsstring194 unique values
0 missing
Reserves_of_foreign_exchange_and_goldstring184 unique values
0 missing
Debt_-_externalstring189 unique values
0 missing
Stock_of_direct_foreign_investment_-_at_homestring133 unique values
0 missing
Stock_of_direct_foreign_investment_-_abroadstring115 unique values
0 missing
Electricity_-_productionstring188 unique values
0 missing
Electricity_-_consumptionstring190 unique values
0 missing
Electricity_-_exportsstring94 unique values
0 missing
Electricity_-_importsstring113 unique values
0 missing
Electricity_-_installed_generating_capacitystring191 unique values
0 missing
Electricity_-_from_fossil_fuelsstring83 unique values
0 missing
Electricity_-_from_nuclear_fuelsstring19 unique values
0 missing
Electricity_-_from_hydroelectric_plantsstring69 unique values
0 missing
Electricity_-_from_other_renewable_sourcesstring42 unique values
0 missing
Crude_oil_-_productionstring89 unique values
0 missing
Crude_oil_-_exportsstring81 unique values
0 missing
Crude_oil_-_importsstring83 unique values
0 missing
Crude_oil_-_proved_reservesstring91 unique values
0 missing
Refined_petroleum_products_-_productionstring109 unique values
0 missing
Refined_petroleum_products_-_consumptionstring152 unique values
0 missing
Refined_petroleum_products_-_exportsstring118 unique values
0 missing
Refined_petroleum_products_-_importsstring185 unique values
0 missing
Natural_gas_-_productionstring90 unique values
0 missing
Natural_gas_-_consumptionstring103 unique values
0 missing
Natural_gas_-_exportsstring55 unique values
0 missing
Natural_gas_-_importsstring74 unique values
0 missing
Natural_gas_-_proved_reservesstring93 unique values
0 missing
Carbon_dioxide_emissions_from_consumption_of_energystring189 unique values
0 missing
Areastring196 unique values
0 missing
Military_expendituresstring125 unique values
0 missing
Populationstring196 unique values
0 missing
Median_agestring145 unique values
0 missing
Population_growth_ratestring161 unique values
0 missing
Birth_ratestring143 unique values
0 missing
Death_ratestring85 unique values
0 missing
Net_migration_ratestring107 unique values
0 missing
Maternal_mortality_ratestring113 unique values
0 missing
Infant_mortality_ratestring156 unique values
0 missing
Life_expectancy_at_birthstring128 unique values
0 missing
Total_fertility_ratestring137 unique values
0 missing
Obesity_-_adult_prevalence_ratestring141 unique values
0 missing
Children_under_the_age_of_5_years_underweightstring102 unique values
0 missing
Education_expendituresstring63 unique values
0 missing
Unemployment,_youth_ages_15-24string131 unique values
0 missing
Airportsstring118 unique values
0 missing
Railwaysstring131 unique values
0 missing
Roadwaysstring181 unique values
0 missing
Merchant_marinestring126 unique values
0 missing
Show all 80 features

19 properties

NumberOfInstances
197
Number of instances (rows) of the dataset.
NumberOfFeatures
80
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
0
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
0
Percentage of numeric attributes.
Dimensionality
0.41
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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