Model

Refunds by Sales Channel

Compare refund totals and return counts by sales channel

Normalize channel labels and summarize refund amounts with return counts. A readable summary explains the totals, including returns with a zero refund, and Change adds a reason breakdown.

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What this Model does.

Understand where refunds arise in the included returns sample. Run normalizes channel labels to uppercase, groups by channel and creates a saved breakdown with a readable summary. A return with zero refund still contributes to the return count. Change breaks the same report down by channel and reason. Repeated use keeps the current breakdown without duplicates; Reset removes generated results while preserving returns.csv.

What the Model brings.

Compare refund amount with return volume

Count zero-refund returns

Add return reasons to the channel breakdown

Build beyond it.

The Model joins your foundation. Bring your data, brand and business definitions together, then shape the next tool, channel or experience from what is already there.

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