Anonymizing data means removing personally identifiable information (PII) from the data, while still preserving its utility. Here is an example of how to anonymize a CSV file in C#:
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In this example, the code reads an input CSV file named data.csv
and writes an anonymized version of the data to an output CSV file named anonymized_data.csv
. The first line of the input file is assumed to be a header line containing the column names, and is written to the output file unchanged. Each subsequent line of the input file is split into fields using Split(',')
, and the first field (in this example) is replaced with a random value using the Anonymize
method. Finally, the anonymized line is written to the output file using a StreamWriter
.
The Anonymize
method is a placeholder method that replaces the input value with a random GUID. In practice, you would want to replace PII with a value that preserves the utility of the data, while still protecting the privacy of the individuals represented in the data.
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