def analyze(self, analysis_set = '', analysis_directory = None):
        '''This function runs the analysis and creates the plots and summary file.'''
        self.calculate_metrics(analysis_set, analysis_directory = analysis_directory)
        if self.generate_plots:
            self.plot(analysis_set, analysis_directory = analysis_directory)
This function runs the analysis and creates the plots and summary file.