dbcolpercentile - Man Page

compute percentiles or ranks for an existing numeric column

Synopsis

    dbcolpercentile [-rplhS] [--mode MODE] [--value WEIGHT_COL] column

Description

Compute a percentile, ranking, or weighted percentile of a column of numbers. The new column will be called percentile:d or rank:q or weighted:d depending on the mode.

Ordering is given by the specifed column.

In weighted mode, by default the same column as ordering is used for weighting. Alternatively, give a different column for weighting with -v.

Non-numeric values are ignored.

If the data is pre-sorted and only a rank is requested, no extra storage is required. In all other cases, a full copy of data is buffered on disk. Output will be sorted by COLUMN.

Options

-p or --percentile or --mode percentile: Show percentile (default). Percentile is the fraction of the cumulative values at or lower than the current value, relative to the total count.
-P or --rank or --nopercentile or --mode rank: Compute ranks instead of percentiles.
-w WEIGHT_COL or --weighted WEIGHT_COL or --mode weighted: Compute the weighted percentile. Here values define not only the ordering, but the fraction of the total sum, and percentile is the fraction of sum of cumulative values in the weighting column (relative to their sum), for all ranking colums at or lower than the current ranking column. If the weight column is not specified (with --mode weighted), it is the same as the ranking column.
-a or --include-non-numeric: Compute stats over all records (treat non-numeric records as zero rather than just ignoring them).
-S or --pre-sorted: Assume data is already sorted. With one -S, we check and confirm this precondition. When repeated, we skip the check.
-N NAME or --new-name NAME: Give the NAME of the new column. (If no type is specifed, a type will be assigned based on the mode.)
-f FORMAT or --format FORMAT: Specify a printf(3)-style format for output statistics. Defaults to %.5g.
-T TmpDir: where to put tmp files. Also uses environment variable TMPDIR, if -T is not specified. Default is /tmp.
-e EmptyValue or --empty: Specify the value any non-numeric rows get, if in weighted mode.

This module also supports the standard fsdb options:

-d: Enable debugging output.
-i or --input InputSource: Read from InputSource, typically a file name, or - for standard input, or (if in Perl) a IO::Handle, Fsdb::IO or Fsdb::BoundedQueue objects.
-o or --output OutputDestination: Write to OutputDestination, typically a file name, or - for standard output, or (if in Perl) a IO::Handle, Fsdb::IO or Fsdb::BoundedQueue objects.
--autorun or --noautorun: By default, programs process automatically, but Fsdb::Filter objects in Perl do not run until you invoke the run() method. The --(no)autorun option controls that behavior within Perl.
--help: Show help.
--man: Show full manual.

Sample Usage

Input

    #fsdb name id test1
    a 1 80
    b 2 70
    c 3 65
    d 4 90
    e 5 70
    f 6 90

Command

    cat DATA/grades.fsdb | dbcolpercentile test1

Output

        #fsdb name id test1 percentile
        d       4       90      1
        f       6       90      1
        a       1       80      0.66667
        b       2       70      0.5
        e       5       70      0.5
        c       3       65      0.16667
        #  | dbsort -n test1
        #   | dbcolpercentile test1

Command 2

    cat DATA/grades.fsdb | dbcolpercentile --rank test1

Output 2

        #fsdb name id test1 rank
        d       4       90      1
        f       6       90      1
        a       1       80      3
        b       2       70      4
        e       5       70      4
        c       3       65      6
        #  | dbsort -n test1
        #   | dbcolpercentile --rank test1

AUTHOR and COPYRIGHT

This program is distributed under terms of the GNU general public license, version 2. See the file COPYING with the distribution for details.

Referenced By

dbcolstats(1), dbcolstatscores(1).

2024-08-02 perl v5.40.0 User Contributed Perl Documentation