Clean Receipt Data Before Spreadsheet Export

Standardize merchants, categories, dates, currencies, and empty fields before combining expense records.

Handoff brief for Clean Receipt Data Before Spreadsheet Export

From: document capture and recognition
To: spreadsheet users preparing analysis
Required outcome: prevent avoidable cleanup after export

Information the receiver needs

Normalize merchant names without erasing source detail

Provide enough source context to demonstrate that empty values have a clear meaning. Flag replacing unknown tax with zero as an exception rather than asking the receiver to discover it.

Choose one date meaning and format for the dataset

Provide enough source context to demonstrate that currencies are explicit. Flag mixing local and foreign amounts as an exception rather than asking the receiver to discover it.

Separate zero values from unknown values

Provide enough source context to demonstrate that categories are consistent. Flag creating categories during export as an exception rather than asking the receiver to discover it.

Review category consistency before creating summaries

Provide enough source context to demonstrate that empty values have a clear meaning. Flag replacing unknown tax with zero as an exception rather than asking the receiver to discover it.

Article-specific walkthrough: Clean Receipt Data Before Spreadsheet Export

Use this sequence as a dry run for spreadsheet users preparing analysis: