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A personal Excel/CSV data-cleaning demo: 8 fictional input rows become 7 after removing one exact duplicate. Zero stock is preserved; a missing price stays blank and is flagged. The original data is retained for comparison. This is a self-initiated example, not client work.
I can help with Excel/CSV cleaning, reconciliation and clear reports. We agree scope, price and delivery after reviewing a sample. First project: 50% off the agreed regular quote, with no future-order commitment.
Thank you! Small, checkable results matter. In this demo, missing prices stay flagged instead of being guessed. I appreciate your feedback!
Great approach to data cleaning! Preserving the original data while flagging missing values and removing only exact duplicates helps maintain accuracy and transparency. These small checks can make a big difference in reliable reporting.
Thank you, Aroosa! Preserving the source data and making each change easy to check is exactly the goal. I appreciate your thoughtful feedback!
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