The KWords application is used for text analysis and identification of keywords, i.e. units that have unexpectedly high relative frequency in the target text compared to the reference corpus. Compared to the first version, the second one has a number of improvements: it allows to analyse not only word forms but also lemmata and other units, it works with more than 20 languages and it also allows to perform keymorph analysis.