http://www.rensenieuwenhuis.nl "The extra-ordinary lies within the curve of normality" Thu, 10 Jun 2010 10:00:30 +0000 en hourly 1 http://wordpress.org/?v=3.0.1 http://www.rensenieuwenhuis.nl/r-sessions-30-visualizing-missing-values/ http://www.rensenieuwenhuis.nl/r-sessions-30-visualizing-missing-values/#comments Thu, 08 Jan 2009 10:00:39 +0000 Rense Nieuwenhuis http://www.rensenieuwenhuis.nl/?p=872 It always takes some time to get a grip on a new dataset, especially large ones. The code-books are often as indispensable as they are massive, and not always as clear as one would want. Routings, and resulting and strange patterns of missing values are at times difficult to find. I found a nice way to plot missing values, using R. Basically, I thought it would be nice to calculate the percentage of missings on each variable, and do so for each year represented in the data. These numbers could be visualized using a levelplot(), which resulted in the graph below.]]> http://www.rensenieuwenhuis.nl/r-sessions-30-visualizing-missing-values/feed/ 0