The Central Bureau of Statistics is a non-ministerial government institution that reports directly to the President. Based on data from The Central Bureau of Statistics in September 2019, the wealth rate in Indonesia was 9.22% and the number of indigent people in Indonesia reached 24.79 million. The poverty rate in the Bangka Belitung Islands Province was low compared to the national level. This is evidenced by 4.62% of people in Bangka Belitung Island Province were indigent people, which is lower than the national average of 9.22%. The data mining techniques using the K-Means Clustering method are used for this study. The research data was taken from the website of the BPS from 2014-2019 which consisted of 7 districts and/or cities with 3 variables. The variables used are the number of indigent people (in thousands), the average length of school education (years), and adjusted per capita expenditure (thousand rupiahs/year). All data is processed by Rapidminer and 3 clusters are carried out, namely: medium cluster level 0, high cluster level 1, and low cluster level 2. Cluster 0 contains districts/cities whose people have the longest average school time, high per capita expenditure, and a large number of indigent people. Cluster 1 contains districts/cities whose people have a short average school time, low per capita expenditure, a moderate number of indigent people. Cluster 2 contains districts/cities whose people have an average school time, moderate per capita expenditure, a small number of indigent people. Based on the result, the government can prioritize Kabupaten Bangka, Kabupaten Bangka Barat, Kabupaten Bangka Selatan in assisting, especially in the cost of education scholarships and social funds as well as other infrastructure improvements for the welfare of the inhabitants of Bangka Belitung Islands Province.

Home is a place where we must feel safe and comfortable, this is of course an important foundation for our role as residents of the house. But human awareness is still lacking in creating a safe and comfortable home. Sometimes humans take trivial things about house ventilation, sanitation of temporary toilet and lighting of a room. The important thing is to have place to live they did not conciderate about healty place. The purpose of community service is to provide counseling about a healthy home which is everyone's dream in Taman Bukit Cibogo, RT.08/RW.17, Kelurahan Leuwigajah, Kecamatan Cimahi Selatan, Kota Cimahi. In order to acive the desire out come, sosialisation is required about healty house. A healthy home doesn't have to be luxurious, but a healthy home is a comfortable place for its residents, so apart from being physically healthy, you also have to pay attention to it physiologically. The results of this dedication service participants know the conditions for a healthy house and healty soul apart from that the service participants can apply it to their respective homes.