Data Cleaning Exercises

Dataset pack

Sign-ups with mixed date quality

Sign-up records exported from a form, with missing, impossible and pre-launch dates.

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 Validate sign-up dates.

signups 14 rows × 3 columns

Download signups.csv (Pro)

Data dictionary

id
Unique sign-up ID.
email
Email address.
signup_date
Sign-up date as text, expected YYYY-MM-DD.

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.