naniar: gg_miss_span – R documentation

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gg_miss_span

Plot the number of missings in a given repeating span

Description

gg_miss_span is a replacement function to imputeTS::plotNA.distributionBar(tsNH4, breaksize = 100), which shows the number of missings in a given span, or breaksize. A default minimal theme is used, which can be customised as normal for ggplot.

Usage

gg_miss_span(data, var, span_every, facet)

Arguments

`data`	data.frame
`var`	a bare unquoted variable name from `data`.
`span_every`	integer describing the length of the span to be explored
`facet`	(optional) a single bare variable name, if you want to create a faceted plot.

Value

ggplot2 showing the number of missings in a span (window, or breaksize)

Examples

miss_var_span(pedestrian, hourly_counts, span_every = 3000)
## Not run: 
library(ggplot2)
gg_miss_span(pedestrian, hourly_counts, span_every = 3000)
gg_miss_span(pedestrian, hourly_counts, span_every = 3000, facet = sensor_name)
# works with the rest of ggplot
gg_miss_span(pedestrian, hourly_counts, span_every = 3000) + labs(x = "custom")
gg_miss_span(pedestrian, hourly_counts, span_every = 3000) + theme_dark()

## End(Not run)

naniar

Data Structures, Summaries, and Visualisations for Missing Data

v0.6.0

MIT + file LICENSE

Authors

Nicholas Tierney [aut, cre] (<https://orcid.org/0000-0003-1460-8722>), Di Cook [aut] (<https://orcid.org/0000-0002-3813-7155>), Miles McBain [aut] (<https://orcid.org/0000-0003-2865-2548>), Colin Fay [aut] (<https://orcid.org/0000-0001-7343-1846>), Mitchell O'Hara-Wild [ctb], Jim Hester [ctb], Luke Smith [ctb]

Initial release