“…The cluster of the dots on the map help to identify the root cause of the cholera epidemic as the contaminated water pump (John Snow, 1936 ; Barford & Dorling, 2016 ). As computers became more user-friendly in the late 1960s, followed by cutting-edge data processing as well as geographic capabilities, disease mapping became a popular analysis technique in analysing various diseases such as yellow fever, hepatitis B, dengue, and obesity ( Shannon, 1981 ; Lawson & Williams, 2001 ; Zhong et al., 2005 ; Samat & Percy, 2012 ; Farhadian et al., 2013 ; Abd Naeeim et al., 2019 ; Abd Naeeim & Abdul Rahman, 2023 ).…”