# Data range problems

- [Unexpected values](/beginners-guide-to-clean-data/data-range-problems/untitled.md)
- [Outliers](/beginners-guide-to-clean-data/data-range-problems/outliers.md)
- [Freak cases](/beginners-guide-to-clean-data/data-range-problems/freak-cases.md)