π§ Before and after: repairing broken Excel formulas This spreadsheet contained formula errors, b...π§ Before and after: repairing broken Excel formulas This spreadsheet contained formula errors, b...
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π§ Before and after: repairing broken Excel formulas
This spreadsheet contained formula errors, broken references and incorrect calculations. I reviewed the workbook, traced the source of each issue and repaired the affected formulas.
The work included:
β Fixing #REF!, #VALUE! and #N/A errors
β Correcting broken cell references
β Repairing totals and calculations
β Adding error handling where appropriate
β Testing the corrected results
Small formula problems can affect an entire report or dashboard, so I always check the results after making repairs.
BEFORE: Client had messy Excel inventory with 500 rows, duplicates (A12 / a12), blanks, wrong prices like "$ 2.5" and "N/A", and different warehouse names (KER / ker / Kericho).
AFTER: I did:
Removed 12 duplicate SKUs
Standardized item names to Title Case
Fixed QTY and Prices to 2 decimals
Unified Warehouse to Kericho
Made sheet ready for pivot dashboard
Result: Clean, ready-to-use inventory in 2 days using Excel.
Tools: Excel, Remove Duplicates, Text to Columns, TRIM, PROPER
Behind every clean chart is a messy spreadsheet π§Ή
This is what a real data cleaning job looks like before it becomes an elegant bar chart β duplicate rows, missing values, inconsistent formatting, all sorted out with Python and Pandas.
#collage attempt: a look inside the data analyst's actual desk, not just the pretty output.
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