Yuliana, Rima Fazri Ramadhania, Asep Abdul Latip and Muhammad Farhan Harahapa 2026. Analysis of Unemployment Patterns in Indonesia Using K-Means Clustering and Identification of Dominant Factors Using Random Forest. Jurnal Inotera. 11, 1 (Apr. 2026), 219-231. DOI:https://doi.org/10.31572/inotera.Vol11.Iss1.2026.ID574.