code: def coords_by_dimension(self, dimensions=3):
          
  
          coords_matrix = self.vecs[:, :dimensions]
          varexp = self.cve[dimensions - 1]
          return coords_matrix, varexp
docs: Returns fitted coordinates in specified number of dimensions, and
          the amount of variance explained)