Data Cleaning Exercises

Dataset pack

Lab results with detection limits

Lab results where values below the detection limit are written <LOD.

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 Below detection is not zero.

labs 15 rows × 2 columns

Download labs.csv (Pro)

Data dictionary

id
Unique sample ID.
result
Result as text: a number or <LOD.

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.