The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

fpp3

Overview

The fpp3 package contains data used in the book Forecasting: Principles and Practice (3rd edition) by Rob J Hyndman and George Athanasopoulos. It also loads several packages needed to do the analysis described in the book. These packages work with the tidyverse set of packages, sharing common data representations and API design.

Installation

You can install the stable version from CRAN.

install.packages('fpp3', dependencies = TRUE)

You can install the development version from Github

# install.packages("remotes")
remotes::install_github("robjhyndman/fpp3package")

Usage

library(fpp3) will load the following packages:

• tibble, for tibbles, a modern re-imagining of data frames.
• dplyr, for data manipulation.
• tidyr, to easily tidy data using spread() and gather().
• lubridate, for date/times.
• ggplot2, for data visualisation.
• tsibble, for tsibbles, a time series version of a tibble.
• tsibbledata, various time series data sets in the form of tsibbles.
• feasts, for features and statistics of time series.
• fable, for fitting models and producing forecasts.

You also get a condensed summary of conflicts with other packages you have loaded:

library(fpp3)
#> ── Attaching packages ────────────────────────────────────────────── fpp3 0.5 ──
#> ✔ tibble      3.1.8     ✔ tsibble     1.1.3
#> ✔ dplyr       1.1.0     ✔ tsibbledata 0.4.1
#> ✔ tidyr       1.3.0     ✔ feasts      0.3.0
#> ✔ lubridate   1.9.1     ✔ fable       0.3.2
#> ✔ ggplot2     3.4.0     ✔ fabletools  0.3.2
#> ── Conflicts ───────────────────────────────────────────────── fpp3_conflicts ──
#> ✖ lubridate::date()    masks base::date()
#> ✖ dplyr::filter()      masks stats::filter()
#> ✖ tsibble::intersect() masks base::intersect()
#> ✖ tsibble::interval()  masks lubridate::interval()
#> ✖ dplyr::lag()         masks stats::lag()
#> ✖ tsibble::setdiff()   masks base::setdiff()
#> ✖ tsibble::union()     masks base::union()

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.