Conditional boxplots of multiple numeric columns

Discover relationships between numeric variables and a categorical target variable
Draw conditional boxplots. Select one to eight numeric columns at a time. Selecting columns more than eight generates no error but plots are displayed only for first eight columns. Input is a Knime dataframe.

Boxplots are subsetted (or grouped by) a discrete variable (also to be selected from dataset). For better results, normalize input data. It is advisable to shuffle the data before feeding here.

r packages required are ggplot2, grid and gridExtra.

Options

Select_numeric_cols
Select cols for which boxplots are desired. Select max of 8 columns at a time.
Categorical column
Select categorical column of interest
Overall main title of graphs
Write here title of graphs

Input Ports

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Input is a Knime Dataframe.

Output Ports

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Depending upon how many columns have been selected, displays boxplots. Maximum limit is eight.

Nodes

Extensions

Links