csvstat - csvkit 2.0.1 documentation

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# csvstat

## Description

Prints descriptive statistics for all columns in a CSV file. Will intelligently determine the type of each column and then print analysis relevant to that type (ranges for dates, mean and median for integers, etc.):

    usage: csvstat [-h] [-d DELIMITER] [-t] [-q QUOTECHAR] [-u {0,1,2,3}] [-b]
                   [-p ESCAPECHAR] [-z FIELD_SIZE_LIMIT] [-e ENCODING] [-L LOCALE]
                   [-S] [--blanks] [--null-value NULL_VALUES [NULL_VALUES ...]]
                   [--date-format DATE_FORMAT] [--datetime-format DATETIME_FORMAT]
                   [-H] [-K SKIP_LINES] [-v] [-l] [--zero] [-V] [--csv] [--json]
                   [-i INDENT] [-n] [-c COLUMNS] [--type] [--nulls] [--non-nulls]
                   [--unique] [--min] [--max] [--sum] [--mean] [--median]
                   [--stdev] [--len] [--max-precision] [--freq]
                   [--freq-count FREQ_COUNT] [--count]
                   [--decimal-format DECIMAL_FORMAT] [-G] [-y SNIFF_LIMIT] [-I]
                   [FILE]

    Print descriptive statistics for each column in a CSV file.

    positional arguments:
      FILE                  The CSV file to operate on. If omitted, will accept
                            input as piped data via STDIN.

    optional arguments:
      -h, --help            show this help message and exit
      --csv                 Output results as a CSV table, rather than plain text.
      --json                Output results as JSON text, rather than plain text.
      -i INDENT, --indent INDENT
                            Indent the output JSON this many spaces. Disabled by
                            default.
      -n, --names           Display column names and indices from the input CSV
                            and exit.
      -c COLUMNS, --columns COLUMNS
                            A comma-separated list of column indices, names or
                            ranges to be examined, e.g. "1,id,3-5". Defaults to
                            all columns.
      --type                Only output data type.
      --nulls               Only output whether columns contains nulls.
      --non-nulls           Only output counts of non-null values.
      --unique              Only output counts of unique values.
      --min                 Only output smallest values.
      --max                 Only output largest values.
      --sum                 Only output sums.
      --mean                Only output means.
      --median              Only output medians.
      --stdev               Only output standard deviations.
      --len                 Only output the length of the longest values.
      --max-precision       Only output the most decimal places.
      --freq                Only output lists of frequent values.
      --freq-count FREQ_COUNT
                            The maximum number of frequent values to display.
      --count               Only output total row count.
      --decimal-format DECIMAL_FORMAT
                            %-format specification for printing decimal numbers.
                            Defaults to locale-specific formatting with "%.3f".
      -G, --no-grouping-separator
                            Do not use grouping separators in decimal numbers.
      -y SNIFF_LIMIT, --snifflimit SNIFF_LIMIT
                            Limit CSV dialect sniffing to the specified number of
                            bytes. Specify "0" to disable sniffing entirely, or
                            "-1" to sniff the entire file.
      -I, --no-inference    Disable type inference when parsing the input. Disable
                            reformatting of values.

See also: Arguments common to all tools.

## Examples

Basic use:

    csvstat examples/realdata/FY09_EDU_Recipients_by_State.csv

When an statistic name is passed, only that stat will be printed:

    $ csvstat --min examples/realdata/FY09_EDU_Recipients_by_State.csv
      1. State Name: None
      2. State Abbreviate: None
      3. Code: 1
      4. Montgomery GI Bill-Active Duty: 435
      5. Montgomery GI Bill- Selective Reserve: 48
      6. Dependents' Educational Assistance: 118
      7. Reserve Educational Assistance Program: 60
      8. Post-Vietnam Era Veteran's Educational Assistance Program: 1
      9. TOTAL: 768
     10. j: None

If a single stat and a single column are requested, only a value will be returned:

    $ csvstat -c 4 --mean examples/realdata/FY09_EDU_Recipients_by_State.csv
    6,263.904