Data Cleaning Exercises

Dataset pack

Events with long account IDs

Product events keyed by 16- to 19-digit account IDs, some beyond floating-point precision.

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 Long IDs must stay text.

events 13 rows × 3 columns

Download events.csv (Pro)

Data dictionary

event_id
Unique event ID.
account_id
Account ID as logged (digits, may be padded).
action
What the user did.

accounts 5 rows × 2 columns

Download accounts.csv (Pro)

Data dictionary

account_id
Account ID (digits, unique).
plan
Subscription plan.

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.