Prediction and Visualization of Flood Occurences in Tangerang using K-Medoids, DBScan, and X-Means Clustering Algorithms

The object of this research is the Tangerang area due to losses and damage due to floods in Tangerang in 2016, many people suffered due to flooding also many people were displaced. In the Tangerang area, there are no applications that can detect potential flooding and the geographical location of Tangerang is close to the Jakarta and Bogor areas. This research purpose will focus on observation, identification of research objects, collecting data, and conducting surveys. The visualization mapping of flood prediction in Tangerang City to display visualization information on river water levels in the Tangerang area by clustering using Power BI. This research objectives knowing the prediction of river water levels in the Tangerang area, including the Cisadane River, Angke River, and Pesanggrahan River using three clustering algorithms (K-Medoids, DBScan, X-Means).