example_longterm_and_macro_data: Example Longterm and Macro Data

In oRaklE: Multi-Horizon Electricity Demand Forecasting in High Resolution

Example Longterm and Macro Data

Description

This dataset extends the long-term average hourly electricity demand data from example_longterm_data with ten macro-economic indicators. The macro-economic data is taken from the World Development Indicators (WDI) of the World Bank (https://databank.worldbank.org/source/world-development-indicators).

Usage

example_longterm_and_macro_data

Format

A data frame with 16 rows and 14 columns:

country

The country, represented by the ISO2C country code (e.g., FR for France).

year

The year of the observation.

avg_hourly_demand

The average hourly electricity demand (in megawatts) for the respective year.

population

The total population in the respective year.

GDP

Gross Domestic Product (in constant 2015 USD) in the respective year.

industrial_value_added

The percentage of GDP attributed to industrial value-added activities.

manufacturing_value_added

The percentage of GDP attributed to manufacturing value-added activities.

GDP_growth

The GDP growth rate (in percentage) for the respective year.

GDP_deflator

The GDP deflator (in percentage), which measures price inflation or deflation.

service_value_added

The percentage of GDP attributed to service sector value-added activities.

GNI

Gross National Income (in constant 2015 USD) in the respective year.

household_consumption_expenditure

The percentage of GDP attributed to household consumption expenditure.

rural_population

The rural population in the respective year.

example

A boolean indicator to mark this dataset as an example dataset.

Source

World Development Indicators (WDI) of the World Bank (https://databank.worldbank.org/source/world-development-indicators); Transparency Platform of the European Network of Transmission System Operators for Electricity (ENTSO-E, https://transparency.entsoe.eu/); ENTSO-E Power Stats Archive (https://www.entsoe.eu/data/power-stats/)

oRaklE documentation built on June 8, 2025, 12:41 p.m.