Data Cleaning Exercises

Dataset pack

Order event log

Fulfilment events per order with repeated scans and events from several time zones.

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 Order milestones as columns.

events 17 rows × 4 columns

Download events.csv (Pro)

Data dictionary

event_id
Unique event ID.
order_id
Order ID.
status
Event status as logged.
at
Event time, ISO 8601 with offset.

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.