Spatial study is the scenario to identify the spatial clusters with respect the scenario to study in our per-spective. In this study we consider it for the matter of child mortality in EAG states and Assam in Indian context such as they are the highest numbers of child mortality encountered. For the study there have some districts which have more higher amount of child mortality, with the help of spatial scan procedure we try to encounter that which districts are connected by borders geographically in that scenario and then we try to go for appropriate statistical methods to study the scenario of child mortality for appropriate data sets.