Once you have secured your , it is rarely perfect out of the box. You must "clean" the data. Follow these steps:
A few maritime data enthusiasts have created open-source repositories containing IMPA codes mapped to UNSPSC or other standards. Check GitHub for “impa-codes.csv” or “impa-list.xlsx”. Ensure the repository states that data is for educational non-commercial use. impa catalogue excel free download
However, there are to obtain a free or low-cost Excel version: Once you have secured your , it is
Future research directions could include: Once you have secured your
The Marine Stores Guide is a standardized list of over 25,000 ship supply items. Every item has a unique 6-digit code (e.g., 311111 for a welding electrode).
: The official method to obtain the catalogue in Excel format is through a Marine Stores Guide Data Licence