SortMixed {DescTools}R Documentation

Sort Strings with Embedded Numbers Based on Their Numeric Order


These functions sort or order character strings containing embedded numbers so that the numbers are numerically sorted rather than sorted by character value. I.e. "Asprin 50mg" will come before "Asprin 100mg". In addition, case of character strings is ignored so that "a", will come before "B" and "C".


SortMixed(x, decreasing=FALSE, na.last=TRUE, blank.last=FALSE,
          numeric.type=c("decimal", "roman"),
"upper","lower","both") )

OrderMixed(x, decreasing=FALSE, na.last=TRUE, blank.last=FALSE,
          numeric.type=c("decimal", "roman"),
"upper","lower","both") )



vector to be sorted.


logical. Should the sort be increasing or decreasing? Note that descending=TRUE reverses the meanings of na.last and blanks.last.


logical, controlling the treatment of NA values. If TRUE, missing values in the data are put last; if FALSE, they are put first; if NA, they are removed.


logical, controlling the treatment of blank values. If TRUE, blank values in the data are put last; if FALSE, they are put first; if NA, they are removed.


either "decimal" (default) or "roman". Are numeric values represented as decimal numbers (numeric.type="decimal") or as Roman numerals (numeric.type="roman")?

one of "upper", "lower", or "both". Are roman numerals represented using only capital letters ('IX') or lower-case letters ('ix') or both?


I often have character vectors (e.g. factor labels), such as compound and dose, that contain both text and numeric data. This function is useful for sorting these character vectors into a logical order.

It does so by splitting each character vector into a sequence of character and numeric sections, and then sorting along these sections, with numbers being sorted by numeric value (e.g. "50" comes before "100"), followed by characters strings sorted by character value (e.g. "A" comes before "B") ignoring case (e.g. 'A' has the same sort order as 'a').

By default, sort order is ascending, empty strings are sorted to the front, and NA values to the end. Setting descending=TRUE changes the sort order to descending and reverses the meanings of na.last and blank.last.

Parsing looks for decimal numbers unless numeric.type="roman", in which parsing looks for roman numerals, with character case specified by


OrderMixed returns a vector giving the sort order of the input elements. SortMixed returns the sorted vector.


Gregory R. Warnes

See Also

sort, order


## compound & dose labels
Treatment <- c("Control", "Asprin 10mg/day", "Asprin 50mg/day",
               "Asprin 100mg/day", "Acetomycin 100mg/day",
               "Acetomycin 1000mg/day")

## ordinary sort puts the dosages in the wrong order

## but SortMixed does the 'right' thing

## Here is a more complex example
x <- rev(c("AA 0.50 ml", "AA 1.5 ml", "AA 500 ml", "AA 1500 ml",
           "EXP 1", "AA 1e3 ml", "A A A", "1 2 3 A", "NA", NA, "1e2",
           "", "-", "1A", "1 A", "100", "100A", "Inf"))


SortMixed(x)  # Notice that plain numbers, including 'Inf' show up
              # before strings, NAs at the end, and blanks at the
              # beginning .

SortMixed(x, na.last=TRUE)  # default
SortMixed(x, na.last=FALSE) # push NAs to the front

SortMixed(x, blank.last=FALSE) # default
SortMixed(x, blank.last=TRUE)  # push blanks to the end

SortMixed(x, decreasing=FALSE) # default
SortMixed(x, decreasing=TRUE)  # reverse sort order

## Roman numerals
chapters <- c("V. Non Sequiturs", "II. More Nonsense",
              "I. Nonsense", "IV. Nonesensical Citations",
              "III. Utter Nonsense")
SortMixed(chapters, numeric.type="roman" )

## Lower-case Roman numerals
vals <- c("xix", "xii", "mcv", "iii", "iv", "dcclxxii",   "cdxcii",
          "dcxcviii",   "dcvi",   "cci")
(ordered <- SortMixed(vals, numeric.type="roman","lower"))

[Package DescTools version 0.99.54 Index]