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welcome to another video in which we will talk about the basic science uh behind the factor analysis we will also talk about how to fix our loading problem in fact analysis that why our data is not loading on its respective items or variables we will also talk about how to gain the discriminant and the convergent validity we will also talk about what kind of data is required in order to do your factor analysis and then uh well also talk about certain questions like how to get cronbach alpha values right and what is actually the science behind factor analysis and how to correct the problems in your loadings to get some more in-depth understanding of the basics of effect analysis you can also watch another video that is factor analysis using spss so lets start and look at this sheet it is in spss uh now in this sheet what we are doing is that we are measuring five different variables one is uh formalization that is f f1 to f7 then employee creativity that is from ec1 to ec11 and organi