I will clean merge and standardize your excel or CSV data
Python automation, data reports and Google Sheets tools
About this Gig
Messy Excel or CSV files slowing you down?
I will clean and organize your existing tabular data.
I can remove duplicates using an agreed key, trim spaces, standardize text and dates, split or combine columns, and merge tables with matching columns or a reliable shared ID.
You receive:
- Your cleaned Excel or CSV file
- A short summary of changes and row counts
- A list of missing or ambiguous values needing your decision
Packages cover 100 / 1,000 / 3,000 total input rows across 1 / 3 / 5 tables and 3 / 5 / 8 agreed rules. One rule is one operation on a column, or one duplicate/merge rule.
Please send a small sample and your desired result before ordering so I can confirm the package.
I preserve an original copy and do not invent missing facts. Manual research, PDF extraction, fuzzy matching, complex formulas, macros, dashboards and reusable software are separate projects.
A revision corrects the agreed rules using the original files. New files or new rules change the scope.
My Portfolio
FAQ
What counts as a table and a row?
Each worksheet or CSV table counts separately. Row limits are total input rows, including duplicates, across every supplied table. One item means one row.
Can you merge files?
Standard and Premium include stacking matching columns or joining tables using an agreed reliable ID. Uncertain name matching needs a separate review.
Will you fill in missing information?
I flag missing values or use a replacement value you explicitly provide. I do not guess names, prices, dates or other facts.
Do I receive reusable software?
This Gig delivers one cleaned batch. A reusable Python script is a separate automation service.
