Laboratory datasets and statistics exercises

Reusable materials for measurement literacy for the laboratory.

Replicate measurement datasets and worked statistics

Practice mean, sample standard deviation and coefficient of variation on six synthetic datasets, including mixed units, blank signals and a reference check.

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Reporting fields in 28 ChemVerify sample records

A reproducible count of populated fields, numeric results and categorical verdicts in 104 report records. Frozen 12 November 2026 export, with CSVs and Python code.

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The original exercises are available for reuse with attribution. Source publications retain their own licensing terms.