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USgrid

The USgrid R package provides a set of high frequency (hourly) time-series datasets, describing the demand and generation of electricity in the US (lower-48 states, excluding Alaska and Hawaii). That includes the following series:

• US_elec - the total hourly demand and supply (generation) for electricity in the US since July 2015

• US_source - the US net generation of electricity by energy source (natural gas, coal, solar, etc.) since July 2018

• Cal_elec - The California subregion hourly demand by operator since July 2018

All datasets are in tsibble format

Source: US Energy Information Administration,Mar 2021

Installation

Install the stable version from CRAN:

install.packages("USgrid")

or install the development version from Github:

# install.packages("remotes")
remotes::install_github("RamiKrispin/USgrid")

Examples

The hourly demand and generation (supply) of electricty in the US:

library(USgrid)
library(plotly)

data(US_elec)

plot_ly(data = US_elec,
        x = ~ date_time,
        y = ~ series,
        color = ~ type,
        colors = c("#66C2A5","#8DA0CB"),
        type = "scatter",
        mode = "lines") %>%
        layout(title = "US Electricity Demand vs. Supply (Hourly)",
               yaxis = list(title = "Mwh"),
               xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))

The hourly generation (supply) of electricty in the US by source:

data("US_source")

plot_ly(data = US_source,
        x = ~ date_time,
        y = ~ series,
        color = ~ source,
        type = "scatter",
        mode = "lines") %>%
  layout(title = "US Electricity Generation by Energy Source",
         yaxis = list(title = "Mwh"),
         xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))

The California subregion hourly demand by operator

data("Cal_elec")

plot_ly(data = Cal_elec,
        x = ~ date_time,
        y = ~ series,
        color = ~ operator,
        type = "scatter",
        mode = "lines") %>%
  layout(title = "California Hourly Demand by Operator",
         yaxis = list(title = "Mwh"),
         xaxis = list(title = "Source: US Energy Information Administration (Mar 2021)"))

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.