Data Cleaning Exercises

Dataset pack

Fuel price quotes

Per-litre fuel prices from three stations, quoted to four decimals with some over-precise or broken 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 Four-decimal prices, never rounded.

prices 19 rows × 3 columns

Download prices.csv (Pro)

Data dictionary

id
Unique quote ID.
station
Station code as typed.
price
Price per litre as text, up to four decimals.

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.