This project developed a Part of Speech (POS) Tagged dataset of 2 languages in Kenya: Dholuo and 3 Luhya dialects (Lumarachi, Lulogooli, and Lubukusi). The project tagged approximately 143,000 words, which includes about 50,000 words for Dholuo, 27,900 words for Lumarachi, 34,300 words for Logooli, and 30,900 words for Lubukusu words.