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Service overview
I transform fragmented and inconsistent datasets into clean, structured assets ready for professional analysis or software integration. Using a multi-step validation process, I eliminate the 'garbage in, garbage out' risk for your business.
Key Deliverables:
Deep Deduplication: Advanced merging of records using 'fuzzy logic' to catch near-duplicates.
Syntax & Format Alignment: Standardizing disparate date formats, currency symbols, and text casings (UPPER, Lower, Title).
Database Repair: Correcting broken CSV structures, splitting combined cells, and ensuring column-level integrity.
Validation Report: Every project includes a 'Cleaning Audit' log detailing every modification for your internal compliance.
Key Deliverables:
Deep Deduplication: Advanced merging of records using 'fuzzy logic' to catch near-duplicates.
Syntax & Format Alignment: Standardizing disparate date formats, currency symbols, and text casings (UPPER, Lower, Title).
Database Repair: Correcting broken CSV structures, splitting combined cells, and ensuring column-level integrity.
Validation Report: Every project includes a 'Cleaning Audit' log detailing every modification for your internal compliance.
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