kodeagent.agents.csv_agent.compare_groups

kodeagent.agents.csv_agent.compare_groups(numeric_column: str, category_column: str) → str

Compare average values of a numeric column across categories. Useful for finding which groups are highest, lowest, or most surprising.

Parameters:

• numeric_column – The numeric column to compare.

• category_column – The categorical column to group by.

Returns:

A JSON string comparing statistical metrics across groups.