Data Cleaning Exercises

Dataset pack

Key-value change feed

A change feed of inserts, updates and deletes with sequence numbers.

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 Apply a change feed.

changes 17 rows × 4 columns

Download changes.csv (Pro)

Data dictionary

seq
Sequence number (unique).
key
Key that changed.
op
I, U or D.
value
New value (empty for deletes).

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.