I am analyzing survey responses from 500 employees about job satisfaction and engagement. The survey includes Likert scale questions and demographic variables. I need help with data cleaning, calculating descriptive statistics, and performing factor analysis in SPSS. Please provide visualizations and a detailed report of the findings.