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Both factor analysis and principal component analysis are very popular among social researchers. They are often treated as variants of the same method. In the paper author discusses difference between the methods, and typical use of them made for data analysis. Other topics discussed here are steps of the analysis, criteria of choosing factor extraction and rotation methods, and basic interpretation of results.