This node takes a list of user-defined rules and tries to match them to each row in the input table. If a rule matches, its outco…

Manipulates strings like search and replace, capitalize or remove leading and trailing white spaces. Examples: To remove leading …

Performs a pivoting on the given input table using a selected number of columns for grouping and pivoting. The group columns will…

The String Manipulation (Multi Column) node is an extension of the String Manipulation node, applying the provided expression to …

The Math Formula (Multi Column) node is an extension of the Math Formula node which evaluates a mathematical expression based on …

This node evaluates a mathematical expression based on the values in a row. The computed results can be either appended as new co…

For each group an individual ranking is computed based on the selected ranking attribute(s) and ranking mode. The user must provi…

The node allows for row filtering according to certain criteria. It can include or exclude: certain ranges (by row number), rows …

This node changes the order of the input columns, based on user defined settings. Columns may be shifted in single steps left or …

Updates column names of a table according to the mapping in second dictionary table. The dictionary table needs to contain two co…

Converts numbers in a column (or a set of columns) to strings. Note that for an advanced configuration, such as rounding or repre…

This node takes columns with nominal data and maps every category to an integer. For your convenience, you can process multiple c…

This node takes columns with nominal data and maps every category to an integer. For your convenience, you can process multiple c…

Replaces cells in a column according to dictionary table (2nd input). The node has two inputs: The first input contains a target …

This node determines the most specific type in the configured string columns and changes the column types accordingly. The type o…

Rename column names or change their types. The dialog allows you to change the name of individual columns by editing the text fie…

Renames all columns based on a regular expression search & replace pattern. The search pattern is a regular expression, possibly …

Adds/replace a column containing a single constant value in each row.

Scans the data and updates the possible values list and/or the min- and max values of selected columns. This node is useful when …

This node allows to group numeric data in intervals - called bins. The bins are defined in the PMML Model. This node is typically…