The concept of Sustainable Development is essentially about finding better ways to approach present and future requirements while keeping in mind the social, economic and environmental goals, also known as The Global Goals. The 2030 Agenda set by UN emphasis upon the 5Ps which are people, prosperity, planet, partnership and peace. The purpose of this paper is to find various patterns and trends using economic, social and environmental indexes to help achieve this agenda for India. In this work, first the data is collected from NITI Aayog and the existing data referring to the essential indices mentioned in SDGs for various states and union territories of India is analyzed. The scores for various dimensions of these goals have been evaluated. Then, statistical analysis is done through which we have drawn some conclusions and various inter-related or unique patterns for each goal either separately or in correlation with the other goals. This analysis will bring light upon the lacking areas which need attention from the respective government of the states to attain their sustainable goals.