Technical Report: CSVM format for scientific tabular data
This addresses data management challenges for scientists and researchers by providing a standardized format for raw data, though it is incremental as it builds on the widely used CSV format.
The authors introduced CSVM, a CSV-based format with metadata for storing scientific tabular data, aiming to enhance data exchange and long-term usability by including all necessary information in the file while maintaining compatibility with existing tools like spreadsheets.
The CSVM (CSV with metadata data) is issued from CSV format and used for storing experimental data, models, specifications. CSVM allows the storage of tabular data with a limited but extensible amount of metadata. This increases the exchange and long term use of RAW data because all information needed to use subsequently the data are included in the CSVM file. Basic CSVM files are readable by current tools (i.e. spreadsheets) for handling tables. Using full possibilities of concept, it is possible to deviate from a strict table and annotate also inside the data block. CSVM file are pure ASCII files and could provide a template for implementing best practices in handling raw data at a laboratory level, in exchange between data sources, in long term resources, or in collaborative processes particularly when different scientific fields are implied. In this document we describe the first (CSVM-1) release of CSVM format.