South Florida Journal o f Development (2020). This article presents an investigative work, carrying out a Systematic Literature Review to find the quantity of studies that involve Pattern Recognition and Scientific Social Networks Online. The search was also expanded to find metrics with Pattern Recognition. The intention to find the quantitative arose due to the personal need to find references that involve this study to develop related scientific works. For this, 8 databases were used to carry out this research, which are: Library And Information Science Abstracts (LISA), Library, Information Science And Technology Abstracts (LISTA), Sociological Abstracts, SocINDEX, IEEE, Web Of Science, Scopus and SAGE Journals Online. After a series of data treatments, the results found indicate that the study is considered recent and that it lacks a research schedule for consolidation.