Awesome
UKgrid <a href='https://ramikrispin.github.io/UKgrid/'><img src='man/figures/UKgrid.png' align="right" /></a>
<!-- badges: start -->
An R data package with the UK National Grid historical demand for electricity between April 2005 and October 2019
Overview
The UKgrid dataset is an example of a multiple seasonality time series. This time series captures the demand for electricity and its components in the UK since April 2005 using half-hour intervals. In addition, the package provides a function to extract, subset and aggregate the series into tsibble, ts, xts, zoo, data.frame, data.table, or tbl.
The data was sourced from the National Grid UK website
<img src="man/figures/UK_natioal_demand.png" width="100%" />Installation
Install the stable version from CRAN:
install.packages("UKgrid")
or install the development version from Github:
# install.packages("remotes")
remotes::install_github("RamiKrispin/UKgrid")
Usage
library(UKgrid)
# Load the full dataset (data.frame format)
data("UKgrid")
# Extract only the demand field (ND - National Demand) using tsibble format
extract_grid(type = "tsibble",
columns = "ND")
# Extract the demand between 2016 and 2017 using tbl format
extract_grid(type = "tbl",
columns = "ND",
start = 2016,
end = 2017)
# Extract the first 10 days in 2018 and aggregate to hourly using zoo format
extract_grid(type = "zoo",
columns = "ND",
start = as.Date("2018-01-01"),
end = as.Date("2018-01-10"),
aggregate = "hourly")