Establishing a file naming convention before data collection starts allows you to scale data findability as you generate data throughout the project period. A file naming convention protects you from losing time searching for files, and enhances machine-readability. This in turn streamlines data analysis and validation processes.
Here is an example of a file naming convention:
![](data:image/png;base64,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)