I will clean and structure your Excel or CSV data so it is reliable and ready to use.
Included:
• Cleanup, standardization and formatting
• Duplicate detection and removal
• Validation of missing or inconsistent values
• Clean output file plus exception list
• Short data-quality summary
Starter scope: up to 2 files or 10,000 rows. Before work begins, I confirm the input, transformation rules and expected output. Larger or complex files can be quoted separately.
I will clean and structure your Excel or CSV data so it is reliable and ready to use.
Included:
• Cleanup, standardization and formatting
• Duplicate detection and removal
• Validation of missing or inconsistent values
• Clean output file plus exception list
• Short data-quality summary
Starter scope: up to 2 files or 10,000 rows. Before work begins, I confirm the input, transformation rules and expected output. Larger or complex files can be quoted separately.