# Add a sample name if available (often in first column) if 'Sample Name' in df_raw.columns: df_report['Sample Name'] = df_clean['Sample Name'] else: # Fallback: use filename as sample ID df_report['Sample Name'] = Path(input_csv).stem

– Basics are easy, but method development tools (e.g., PDA 3D data, MS library search) require training.

Shimadzu offers three primary configurations based on laboratory scale and data management needs: LabSolutions Series - Shimadzu

As of 2025, Shimadzu continues to evolve the platform. introduces: