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davebraze/summary-tools-rtstats.md

Last active October 10, 2021 22:12
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rstats summary tools for data.frame
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summary-tools-rtstats.md

skimr::skim_without_charts(df) ## I like this best

Hmisc::describe(df) ## type agnostic

summarytools::dfSummary(df) ## similar to Hmisc::describe

base::summary(df) ## best with numeric variables

psych::describe(df) ## best with numeric variables

pastecs::stat.desc(df) ## similar to base::summary

summarytools::descr(df) ## standard summary stats for numerica variables only

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