Data Cleaning Exercises

Dataset pack

Delivery days by carrier

Delivery durations with a long tail of late parcels and some malformed values.

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 Median delivery days by carrier.

deliveries 16 rows × 3 columns

Download deliveries.csv (Pro)

Data dictionary

id
Unique delivery ID.
carrier
Carrier name as typed.
days
Days from dispatch to delivery as text.

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.