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I am using R and I have a list with several data frames containing meteorological data and I want to compare them using a bar plot to visualize missing data gaps, for example missing temp values between 2002 - 2005.

*All the data is on a daily basis.

enter image description here

Something like this:

Community
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Joel C
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    Including a [minimal reproducible example](https://stackoverflow.com/questions/5963269/how-to-make-a-great-r-reproducible-example) in your question will increase your chances of getting an answer. – Samuel Dec 27 '17 at 21:09
  • just a point plot can work in this setting sometimes `ggplot(data, aes(date, siteid)) + geom_point()` – ZRoss Feb 05 '18 at 16:50

1 Answers1

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The imputeTS R package has some missing data plots.

You could for example use:

library(imputeTS)
ggplot_na_distribution(station1)

As you can see in this example, only univariate time series are supported. You would have to create a separate plot for each of your stations.

Steffen Moritz
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