📝 Description

The codebase is generating multiple deprecation warnings due to the use of Polars' is_in method with collections of the same datatype. The warning specifically states:

/home/adam/projects/mesa-frames/mesa_frames/concrete/agentset.py:453: DeprecationWarning: is_in with a collection of the same datatype is ambiguous and deprecated.
Please use implode to return to previous behavior.

See https://github.com/pola-rs/polars/issues/22149 for more information.

The issue affects multiple files across the codebase where is_in is used to check membership of Series/DatFrame elements against other Series/DataFrame columns. The affected pattern is typically:

series.is_in(other_series) 

Instead of the deprecated is_in, we need to use implode() to maintain the current behavior, as suggested by the deprecation message.

🔄 Steps to Reproduce

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🎯 Expected Behavior

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🚨 Actual Behavior

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🖥️ Python Version

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Operating System

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Relevant Packages

polars: >=1.30.0

📊 Relevant Log Output

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➕ Additional Context

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