I will clean, deduplicate and standardize your CSV or excel data
Data Cleaning and Python Automation
About this Gig
Messy Excel or CSV file? I will clean it, remove duplicates and standardize the format so it is ready for your CRM, mailing list or reports.
What you get:
- Names, companies, phone numbers and emails in one consistent format
- Exact duplicates removed (near-duplicates too in Standard and Premium)
- Inconsistent values and typos fixed
- Invalid emails and rows with missing fields flagged, not deleted
- The clean file plus a short summary of every change
How it works:
1. You send the file and tell me what "clean" means for you.
2. I process it with Python (pandas) and review the results.
3. You get the clean file and the change summary. Revisions are included.
Good to know:
- 1 item = 1 row.
- Your file stays on my computer only. I do not share it and I delete it after delivery.
- Larger file? Use the extras or message me before ordering.
Not sure which package fits? Message me with a small sample (no sensitive data) and I will tell you.
FAQ
What counts as one "item"?
1 item = 1 row in your file. Each package shows the maximum rows included. Need more? Use the extras or message me before ordering.
Which file formats do you accept?
CSV and Excel (.xlsx). I deliver the clean file in the same format you send.
Do you delete my duplicates and bad rows?
Exact duplicates are removed. In Standard and Premium I also review likely near-duplicates. Invalid emails and rows with missing fields are flagged, not deleted, so you decide what to do with them.
Is my data safe?
Your file stays on my computer only. I do not share it and I delete it after delivery. Please do not send passwords or highly sensitive personal data.
What do I need to send to start?
Your file and a short note on what "clean" means for you (for example: one format for phone numbers, or which columns define a duplicate). A small sample is enough if you are unsure.

