The problems of open data government sites are mainly in the way data is presented by various government data repositories. There are no metadata standards, specifications, or protocols to achieve better discoverability and interoperability. This paper aims to find a way to solve the problems with open data government sites and propose a framework to provide web based data services which will be semantically structured and also propose a common metadata standard or mechanism for interoperability. Six data government sites have been selected for the study, according to the more number of dataset available and also to cover all continents of the world (followed convenience sampling logic). A framework has been suggested in this paper and it is expected that some government sites may follow the framework in the near future.