The term dimension in matrix algebra, big data anaysis and statistics usually refers to the number of columns or fields in each record. If this sounds a but obscure think about 2D spatial data in a spreadsheet with columns for x,y or 3D data with x, y, z columns – the matrix meaning is a generalisation of this and can apply even when the 'dimensions' are not numeric.