Phyllanthus niruri (Indonesian: meniran) is a crude drug used in scientific jamu for hyperuricemia, mild hypertension, osteoarthritis, hemorrhoids, and hypercholesterolemia. This plant contains various bioactive compounds such as flavonoids, terpenes, coumarins, lignans, tannins, saponins, alkaloids, etc. Phyllanthus niruri is a wild plant growing in the tropics and sub-tropics of Asia, America, and China. This herb grows well from the lowlands to the highlands, such as bushes, terrain, yards, roadsides, gardens, and rivers. The levels of active compounds in a plant can vary depending on many factors, such as growing location, temperature, humidity, rainfall, and others. This research aimed to evaluate and differentiate P. niruri herbs according to their geographical location using FTIR fingerprint coupled with chemometrics, Principal Component Analysis (PCA) and Cluster Analysis (CA). The results of this study showed that 14 samples of P. niruri are classified into two groups. The first group consists of P. niruri powder originating from Tawangmangu,