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data['Level'].astype('category').cat.codes correlation_level_evaluation = data['Level_numeric'].corr(data['Performance_Rating']) # Title of the analysis analysis_title = "Correlation between Level and Employee Evaluation" correlation_level_evaluation, analysis_title # (0.05406101879684714,