Hello AzeemK-2483,
Thanks for the question and using MS Q&A platform.
I suspect this could be because of an Encoding issue. Can you please let me know what is the encoding of the files?
Azure Data factory by default reads the text content in UTF-8. If the source text file has a different encoding and there are chances that this is misinterpreted.
Are these generated programmatically ? If yes, you could check in which encoding are these files written.
With that information, you could provide the source file's encoding in the Azure Data Factory and see whether this resolves the issue.
The destination/sink can be in UTF-8 or any other encoding by choice.
Hope this will help. Please let us know if any further queries.
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