Runs factor analysis, which tries to explain number of variables as observable results of potentially lower number of unobserved variables, called factors.
Input data should contain following columns.
Variable Columns - Set of observed numeric columns.
Color By - Value of the column is used for color of each dot on the Biplot.
Label Column - Value of the column is shown on the Biplot as the label of each dot, or as an item on the mouse-over balloon.
Sample Data Size - Number of rows to sample before running factor analysis.
Number of Factors
Type of Scores
Type of Rotation
Random Seed - Seed used to generate random numbers. Specify this value to always reproduce the same result.
Factor Analysis Analytics View uses the psych R Package under the hood.
For details about
psych usage in Exploratory R Package, please refer to the github repository