Step-by-Step Data Cleaning Process (source: D'Antoni ... those are a good way to do that. You can use file analysis tools ... or file systems, a lot of folks will write PowerShell scripts to do that.

Step 3: Process Capability Analysis The collected data was analyzed using statistical tools to calculate the C pk (process ...