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Select Analyze > Consumer Research > Factor Analysis.
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Select all of the continuous columns and click Y, Columns.
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Click OK.
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Factoring Method as Maximum Likelihood
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Prior Communality as Common Factor Analysis
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Rotation Method as Varimax
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The report lists the communality estimates, variance, significance tests, rotated factor loadings, and a factor loading plot. Note that in the Factor Loading Plot, Factor 1 relates to the Carbon Tetrachloride-Chloroform-Benzene-Hexane cluster of variables, and Factor 2 relates to the Ether–1-Octanol cluster of variables. See Factor Analysis Model Fit Options for details of the information shown in the report.