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Data mining services play an important role in the field of Communication industry. In this paper, we discuss and analyze the consumptive behavior based on data mining technology. We discuss and analyze different aspects of data mining techniques and their behavior in mobile devices. We also analyze the better method or rule of data mining services which is more suitable for mobile devices. The method this paper mentioned has benefit to analyze large numbers of data in consumptive behaviors and provides some instructions to improve better marketing in concerned fields. It also prompts that using data mining can clean up current pricing packages market to create more practical packages to consumers. In this paper we use J2ME components like CLDC (Connected Limited Device Configuration) and MIDP (Mobile Information Device Profile) with data mining services (DMS) that provide local storage, a user interface, and networking capabilities that runs on mobile computing devices. We also discuss the need of data mining services in mobile devices to enhance the capability of mobile devices.