Data Cleaning Exercises

Dataset pack

Contact handoff

Contacts with optional fields that are often 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 Deliver missing, not empty text.

contacts 17 rows × 4 columns

Download contacts.csv (Pro)

Data dictionary

id
Unique contact ID.
name
Name as typed.
nickname
Optional nickname.
phone
Optional phone number.

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.