Method toolkit R
humanicheck
Check a dataset for missing values, duplicate rows, outliers and geometry issues.
What it helps with
Pass a data frame or tibble to humanicheck() for a readable data quality report in your R console. It checks object size, duplicates, missing values, numerical outliers and consistency of spatial geometry types.
What you need
Requires an R installation and the project’s documented dependencies.
Coverage and considerations
These diagnostics flag possible issues. They cannot establish whether a dataset is appropriate, complete or representative for your task.
Sources and reuse
Check the project’s documentation and original data sources for definitions, attribution and reuse terms.