The accurate use of data is important as it allows for sensible conclusions to be reached. Percentages close percentageA proportion representing parts per hundred, for example 9% is 9 out of 100 ...

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.