Data QualityFrom $299 project
Data Cleaning
Duplicate removal, standardization, and formatting of messy datasets.
Portfolio overview
Work, markets & outcomes.
A clear view of completed work and the markets it has reached.
Projects
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Leads generated
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Countries served
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Average rating
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Global footprint
Bubble size represents lead volume
Higher lead volume = larger marker
Key Deliverables & Inclusions
Exact and fuzzy-matching duplicate record removal
Standardization of phone numbers, addresses, postal codes, and dates
Missing value detection and sensible imputation rules
Text normalization (casing, special character sanitization, whitespace trim)
Cleaned dataset output accompanied by a changelog and audit summary
Data Types Cleaned
CRM customer recordsE-commerce product listsMailing & email databasesTransaction logsVendor & supplier lists
How Delivery Works
01
Data Profiling
Audit source files to identify corrupt rows, duplicates, and format anomalies.
02
Automated Scripts
Execute custom Python and Pandas transformation rules.
03
Clean Handover
Deliver pristine database files ready for immediate import.
Frequently Asked Questions
Can you clean data directly inside our CRM?
Yes, we can perform cleaning via API or export-clean-import routines with zero record loss.
How fast is turnaround for large files?
Most files under 50,000 records are cleaned, validated, and returned within 24 to 48 hours.
Need Data Cleaning?
Get an instant custom quote online or speak directly with our team to scope your requirements.