I will clean, deduplicate and validate your CSV, excel or json data
Websites, Managed Hosting and AI for Small Businesses
About this Gig
Messy, duplicated or inconsistent data can waste hours and cause errors in reporting, imports and business workflows.
I will clean, deduplicate, format and validate your CSV, Excel or JSON data using automated checks followed by a manual quality review.
Depending on the selected package, I can:
Remove exact duplicate records
Identify and flag possible duplicates
Correct inconsistent capitalization and spacing
Standardize dates, numbers and text formatting
Check required fields and invalid values
Validate CSV, Excel or JSON structure
Provide a clean, ready-to-use output file
Include a short issue summary when specified
I can work with customer lists, contact data, product catalogs, inventory records, content metadata and other structured datasets.
I will not invent missing information. Unclear or incomplete values will be flagged unless you provide rules for correcting them.
This Gig covers buyer-supplied data only. Web scraping, online research, manual data enrichment and database administration are not included.
Please contact me before ordering if your file contains more records than the selected package, multiple sheets/files, complex matching rules or sensitive data.
My Portfolio
FAQ
Which file formats do you accept?
I accept CSV, XLSX, XLS and JSON files. Contact me first if you have another structured format.
What counts as one item cleaned?
One item means one row, record or JSON object. Multiple columns within the same record count as one item.
Will you fill in missing information?
I will not invent missing values. I can correct them when you provide a reliable source or clear correction rules; otherwise, they will be flagged.
Can you clean more records than the package includes?
Yes. Select the additional-items extra or contact me for a custom offer before ordering.
Do you perform web scraping or online research?
No. This Gig covers cleaning and validating data supplied by the buyer. Scraping, research and manual enrichment are separate services.
Will my data remain confidential?
Yes. Your files will only be used to complete the order and will not be shared or reused.

