Data Cleaning Exercises

Dataset pack

Product listings

Marketplace listings where price is mandatory and weight is optional and often messy.

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 Required fields block, optional fields don't.

products 18 rows × 4 columns

Download products.csv (Pro)

Data dictionary

id
Unique product ID.
name
Product name.
price
Price as text (required).
weight_g
Weight in grams as text (optional).

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.