Messy Customer List Cleaned & Deduped — Before/After by Waqar Ahmed Messy Customer List Cleaned & Deduped — Before/After by Waqar Ahmed

Messy Customer List Cleaned & Deduped — Before/After

Portfolio project
Waqar Ahmed
Data Cleaning Before/After (sample work) — a messy customer list with duplicates, inconsistent names and blank fields, cleaned and de-duplicated into one reliable, standardised file. Includes merge of duplicate records, email/phone formatting and missing-data flags.

0 likes · 1 view · Oct 22, 2026

Data Cleaning Before/After (sample work) — a messy customer list with duplicates, inconsistent names and blank fields, cleaned and de-duplicated into one rel...

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