I want to be able to expand the "dynamic" columns in Azure resource graph such that each key/value pair has its own column. Its something that would be nice for resource properties, and resource tags. So for example this is what i currently get enter image description here

But want to have something like, without hard coding in values like how i created that. enter image description here

I saw something about Evaluate unpack_bag() but that doesn't seem to work.

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Yes, Azure Resource Graph supports a subset of KQL data types, scalar functions, scalar operators, and aggregation functions.

Specific tabular operators are supported by Resource Graph, and the evaluate operator isn't one of them as of today. So you might have to expand/project them individually until then. Find the complete list of supported KQL language elements here.