## ----include = FALSE----------------------------------------------------------
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.width   = 6,
  fig.height  = 4
)

## ----eval=FALSE---------------------------------------------------------------
# install.packages("paneldesc")

## ----eval=FALSE---------------------------------------------------------------
# # install.packages("devtools")
# devtools::install_github("dtereshch/paneldesc")

## -----------------------------------------------------------------------------
library(paneldesc)

## -----------------------------------------------------------------------------
data(production)

## -----------------------------------------------------------------------------
panel <- make_panel(production, index = c("firm", "year"))

## -----------------------------------------------------------------------------
describe_dimensions(panel)

## -----------------------------------------------------------------------------
describe_periods(panel)

## -----------------------------------------------------------------------------
describe_balance(panel)

## -----------------------------------------------------------------------------
plot_periods(panel)

## -----------------------------------------------------------------------------
describe_patterns(panel)

## -----------------------------------------------------------------------------
plot_patterns(panel)

## -----------------------------------------------------------------------------
plot_missing(panel)

## -----------------------------------------------------------------------------
summarize_missing(panel)

## -----------------------------------------------------------------------------
describe_incomplete(panel)

## -----------------------------------------------------------------------------
summarize_numeric(panel)

## -----------------------------------------------------------------------------
summarize_numeric(panel, group = "year")

## -----------------------------------------------------------------------------
plot_heterogeneity(panel, select = "sales")

## -----------------------------------------------------------------------------
decompose_numeric(panel)

## -----------------------------------------------------------------------------
decompose_factor(panel)

## -----------------------------------------------------------------------------
summarize_transition(panel, select = "ownership")