Data Cleaning Exercises

Dataset pack

Contacts with blank fields

Contact records where some names and emails are empty or whitespace only.

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 Required name and email.

contacts 15 rows × 3 columns

Download contacts.csv (Pro)

Data dictionary

id
Unique contact ID.
name
Full name; may be blank.
email
Email; may be blank.

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.