summarytools: Dataframe Summaries, Frequency Tables and Numerical Summaries with Customizable Output

Generates formatted summary tables for vectors and dataframes. Three summarizing functions: 1) 'freq' generates frequency tables reporting counts and proportions (including cumulative); 2) 'descr' gives common central tendency statistics and measures of dispersion for numerical data; 3) 'dfSummary' gives as much information as possible about a dataframe and its components in a clear, legible table. All three functions can either display plain text tables in the console or write markdown, text or html files to disk. An additional misc function, 'what.is', extends base 'is' function, checking the object against all 'is' functions and gives a variety of other information about the object.

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