Statistics

This node calculates statistical moments such as minimum, maximum, mean, standard deviation, variance, median, overall sum, number of missing values and row count across all numeric columns, and counts all nominal values together with their occurrences. The dialog offers two options for choosing the median and/or nominal values calculations:

Options

Calculate median values (computationally expensive)

Select this option if for all numeric columns the medians are computed. Note, this computation might be expensive, since it requires to sort all column independently to find the values that divides the distribution into two halves of the same number of values.

Column filter

Filter columns for counting all possible values.

Max no. of most frequent and infrequent values (in view)

Adjusts the number of counts for both, top number of frequent and infrequent occurrences of categorical values per column (displayed in the node view!).

Max no. of possible values per column (in output table)

Adjusts the maximum number of possible values per column in the nominal output table.

Enable HiLite

Enable HiLite functionality for interactive highlighting of data points.

Histogram format

The image format of histogram cells.

• SVG: Histogram in SVG format
• PNG: Histogram in PNG format

Width

The width of the histogram.

Height

The height of the histogram.

Show min/max values

Show or do not show the numeric min/max values on histograms.

Views

Statistics View

Displays all statistic moments (for all numeric columns), nominal values (for all selected categorical columns) and the most frequent/infrequent values from the categorical columns (Top/bottom).

Workflows

• (Titanic)_ML_StepsKNIME Hub
• [Latest] Consolidated 3 Mar 1210KNIME Hub
• 00_Topic_Modeling_with_Verified_ComponentsKNIME Hub
• 00_Topic_Modeling_with_Verified_ComponentsKNIME Hub
• 00. Install ExtensionsKNIME Hub
• Show all 1856 workflows

Links

• demo how to count missing values in tablesby HansS on 2019-11-04

  forum.knime.com/p/73940
• weighted statisticsby johannes.schweig on 2019-01-30

  forum.knime.com/p/53793
• Frequencyby ipazin on 2018-04-27

  forum.knime.com/p/42108
• Data explorationby ipazin on 2019-01-07

  forum.knime.com/p/52411
• Find out General Information of a columnby HansS on 2022-07-23

  forum.knime.com/p/164183
• Show all 6 links

Developers