Data Cleaning Checklist & Workflow Kit

Data Cleaning Checklist & Workflow Kit — the exact repeatable process to take a messy dataset to analysis-ready, every time. 4 files · instant download.

What's inside

• Data Cleaning Checklist (PDF) — printable step-by-step checklist covering duplicates, missing values, formatting, data types, and outliers.
• Messy-to-Clean Practice Dataset (Excel) — a deliberately messy dataset plus the cleaned target version to self-check your work.
• Excel Cleaning Formulas Reference (PDF) — TRIM, CLEAN, PROPER, Text-to-Columns, and more, with syntax and use cases.
• Data Quality Audit Template (Excel) — a reusable tracker for logging issues found and fixes applied on any dataset.

What you get

• 4 files in Excel and printable PDF. No installation.
• Instant download through Shopify.

Bought separately: $29.00. Bundle price: $17.99.

Questions? Email hello@analyticsbyshanikwa.com.

— Shanikwa · Built from real work. Not theory.