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waterfall-chart

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Household-penetration decomposition: splits a CPG brand's period-over-period sales change into buying households × purchase frequency × spend per trip — reconciled to the exact delta with a Shapley waterfall — and says in plain language which lever moved the number. Dash/Plotly on a synthetic Cinderhaven panel.

  • Updated Sep 5, 2026
  • Python

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