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This paper presents a Scientometric Study on “Metrics of Computer Society Transactions on IEEE” for the study period 2007-2016 (Ten Years). The following areas such as the year-wise distribution of contribution, impact factor of the journals, year of inception of the journals, periodicity of the journals, citation analysis, collaboration of countries for research, funding agencies, the collaboration of organizations by country wise and area of research concentration have been analyzed. 30 journals have been identified for the study of Computer Society Transactions on IEEE. These journals have been identified based on various quality parameters such as impact factor, citations, review of the journal and reputation, etc. The output of the study is 29258 papers have been published in the marked period of the study. The journal named “IEEE Transactions on VLSI has 2357(8.05%) papers withstand on first in its row as high published number of papers. The journal named “IEEE Transactions on Computational Social System” has 48 (0.16%) papers as on the lowest one. The maximum number of journals of the IEEE Computer Society comes under the subject “Networks” 11(36.6%).