Log File - Initial for CrocData

In order to ensure transparency of the modifications made to the data set, it is necessary to log them. There is the option to store this data with the data set (which increases the likelihood the information is retained) or as a separate file (which increases the usefulness of the outputted modified data set). At...

Data Out - Initial for CrocData

Initially, csv output to match the input capabilities would be required.

Missing Data - Initial for CrocData

Basic functionality could be provided by case deletion capabilities, though it is noted that this method can lead to dangerous distortions.

Cleaning - Initial for CrocData

In its simplest form, this would involve an algorithm that finds entries deemed corrupted, such as those with null characters, or with values equal exactly to zero, and replaces them with a symbol indicating missing data; the industry de-facto standard appears to be “.”, but this could be user defined.

Data Select - Initial for CrocData

Basic functionality would be provided by automatic parsing based on comma delimitation