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I think I can say

An HTML web page, in contrast with a plain text, is commonly referred to as a semi-structured data source.

Now if the apposition is too long can I say

An HTML web page is commonly referred to as a semi-structured data source, in contrast with a plain text which is considered an unstructured data source.

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Yes, you can

An HTML web page is commonly referred to as a semi-structured data source, in contrast with a plain text, which is regarded as an unstructured data source.

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