Data Cleaning Exercises

Dataset pack

CRM records with possible duplicates

CRM contact records where the same person was entered more than once with varying email case.

Fictional data · UTF-8 CSV, every value quoted so padding and leading zeros survive; empty fields are missing values · free for personal and classroom practice · practise it in Build a duplicate review queue.

records 16 rows × 3 columns

Download records.csv (Pro)

Data dictionary

record_id
Unique record ID.
name
Contact name as entered.
email
Email as entered; may be missing.

Values are shown in quotes so leading and trailing spaces are visible. ∅ means the cell is missing. Exercises are also graded on hidden datasets that are never published.