what is a factor analysis and how do i find the results for a report

that includes a discussion of the type of extraction method used, the type of rotation, the total number of items under analysis, number of factors that were extracted, interpretive labels for each of the factors, include tables and scree plot including loadings of variables on factors, percent of variance explained by each of the extracted factors. The factor analysis results, as well as the entire report

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