Compare the distribution of one categorical column between two datasets. Reports a category that appeared - which a consumer switching exhaustively on the column has no branch for - a category that vanished, and shares that moved beyond a tolerance. Shares are proportions of all rows including empty ones, so a rising empty rate is visible rather than hidden by renormalisation.

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