In this paper I will focus on information visualisation in one of the earliest scientific venues of scientific publishing—the one that also welcomed James Joseph Sylvester’s 1864 paper—namely the Philosophical Transactions or the Royal Society, during the first two-and-a-half centuries of its operation. Specifically, I will consider how in this context the nature and function of the visualisation of information is conceived.