The main objective of this paper is to illustrate the use of Moving Average (M.A) and Moving Range (M.R) control charts with 3δ control limits. These control charts are very useful for the data which are collected over a period of time. The M.A. chart monitors the process location over time, based on the average of the current subgroup and one or more prior subgroups. The M.R. chart monitors the process variation over time. These charts can be useful for evaluating the batting performance or bowling performance of the players in the game of cricket.