This Data Insight investigates clinical coding of Long COVID recorded in primary and secondary care for the population of Wales. It provides insight into the quality of this clinical coding and how it is used differently across primary care software systems. It also explores the completeness and usability of linked health and demographic data. Furthermore, this study provides a comprehensive characterisation of patients clinically diagnosed with Long COVID, aiming to build a deeper understanding of this relatively new condition.