Jurnal Matematika Vol. 8 No.2, Desember 2018, pp.88-95 ISSN: 1693-1394 Article DOI: 10.24843/JMAT.2018.v08.i02.p100 88 Mapping of Regencies/City in Bali Province Based on Education Indicators I.K.G.Sukarsa Mathematics and Science Department, Faculty of Mathematics & Science,Udayana University, Jimbaran, Badung Regency,Bali 803611, Indonesia. Telp/Fax : +62 (361)703137, E-mail : sukarsakomang@yahoo.com G.K. Gandhiadi Mathematics and Science Department, Faculty of Mathematics & Science,Udayana University, Jimbaran, Badung Regency,Bali 803611, Indonesia. Telp/Fax : +62 (361)703137, E-mail : gandhiadigk@yahoo.com. Abstract: Education Development is one of the important elements of Human Resource Development (HR). In order for education development to be carried out properly, one of the important things is to know how to map the development of education in an area (for example the regencies in this study) based on predetermined education indicators. Based on the map, it can be seen that the education indicator is dominant in an area. With this information, the direction of education development in each region can be designed according to regional conditions by increasing indicators that are relatively lacking and maintaining a good indicator. This study aims to produce information in the form of education development maps in regencies/city in Bali Province based on education indicators so that they can be used as a reference for education development policies in each regencies. The resulting map will provide information on the condition of education indicators in a regencies. To get an overview of the map, Biplot Analysis is carried out on education indicator data. This analysis will provide a graph of the position of objects (regencies / city) and the relationships between variables (education indicators) simultaneously. The results of the analysis in graphical form with biplot shows that Gianyar Regency and Tabanan Regency are regencies that generally have close characteristics. This means that based on education indicators, the two regencies have similar indicators. The same thing is also seen in Karangasem and Bangli . While 5 (five) other regencies / city appear to have different indicator characteristics, the position of each regencies or city is far apart. Keywords: Biplot, Cluster Analysis, Educational Indicators 1. Introduction Development of human resources (HR) is the main agenda of the Government of Indonesia as an effort to improve people's welfare. Efforts to improve the standard of living and welfare of the people of Indonesia are the main goals of national development. One of the efforts made to build human resources and educate the nation's life as one of the goals of national development is through education.Education is an absolute requirement to improve the quality of human resources to be reliable and competitive in the international arena. Education increasingly plays a role as one of the determinants of excellence in the face of the era of globalization and rapid technological development. One indicator used by the Central Statistics Agency to measure the quality of education in Indonesia is the Literacy Rate (LR). The results of SUSENAS (2005) show that the LR of Bali Province at the national level is 90.91%. Bali Provincial BPS Data 2007 also shows that the Human Development Index of each regencies/city in Bali Province is on average lower than the National HDI.One way that