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getting table with missing values

df <- read.table("https://archive.ics.uci.edu/ml/machine-learning-databases/horse-colic/horse-colic.data")
df <- data.frame(apply(df, 2, function(x) { ifelse(x=='?', NA, x)} ))

add thresholding to function

missing_percentages <- function(frame, color, cutoff_condition) {
res <- apply(frame,2,pMiss)
par(mar=c(2,3,5,2))
mp <- barplot(res, main='missing data by percentage\n', ylab='percentage missing (%)', col=ifelse(res >= cutoff_condition, color,'steelblue'), xaxt='n')
text(mp, par("usr")[3], labels = names(res), srt = 45, adj = c(1.1,1.1), xpd = TRUE, cex=.7)
}

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