6.1.31 stats

Usage:

   stats [<item> ...]

Calculates statistics on the data in the table. This filter turns the table sideways, so that each row of the output corresponds to a column of the input. The columns of the output table contain statistical items such as mean, standard deviation etc corresponding to each column of the input table.

By default the output table contains columns for the following items:

• Name: Column name
• Mean: Average
• StDev: Population Standard deviation
• Minimum: Numeric minimum
• Maximum: Numeric maximum
• NGood: Number of non-blank cells

However, the output may be customised by supplying one or more <item> headings. These may be selected from the above as well as the following:

• NBad: Number of blank cells
• Variance: Population Variance
• SampStDev: Sample Standard Deviation
• SampVariance: Sample Variance
• MedAbsDev: Median Absolute Deviation
• ScMedAbsDev: Median Absolute Deviation * 1.4826
• Skew: Gamma 1 skewness measure
• Kurtosis: Gamma 2 peakedness measure
• Sum: Sum of values
• MinPos: Row index of numeric minimum
• MaxPos: Row index of numeric maximum
• Cardinality: Number of distinct values in column; values >100 ignored
• Median: Middle value in sequence
• Quartile1: First quartile
• Quartile2: Second quartile
• Quartile3: Third quartile

• Q.25: First quartile
• Q.625: Fifth octile

Any parameters of the input table are propagated to the output one.

Note that quantile calculations (including median and quartiles) can be expensive on memory. If you want to calculate quantiles for large tables, it may be wise to reduce the number of columns to only those you need the quantiles for earlier in the pipeline. No interpolation is performed when calculating quantiles.