Data Cleaning Exercises

Dataset pack

Product attributes as key-value rows

A product attribute log stored one attribute per row, with repeated updates and extra attributes.

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 Key-value attributes to columns.

attributes 17 rows × 5 columns

Download attributes.csv (Pro)

Data dictionary

row_id
Unique row ID.
product_id
Product ID.
attribute
Attribute name as typed.
value
Attribute value as text.
updated
Date the value was set.

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.