We present various results about Euclidean preferences in the plane under (ell _1,) (ell _2) and (ell _{infty }) norms. When there are four candidates, we show that the maximum size (in terms of the number of pairwise distinct preferences) of Euclidean preference profiles in ({mathbb {R}}^2) under norm (ell _1) or (ell _{infty }) is 19. Whatever the number of candidates, we prove that at most four distinct candidates can be ranked in the last position of a two-dimensional Euclidean preference profile under norm (ell _1) or (ell _infty ,) which generalizes the case of one-dimensional Euclidean preferences (for which it is well known that at most two candidates can be ranked last). We generalize this result to (2^d) (resp. 2d) for (ell _1) (resp. (ell _infty )) for d-dimensional Euclidean preferences. We also establish that the maximum size of a two-dimensional Euclidean preference profile on m candidates under norm (ell _1) is in (varTheta (m^4),) which is the same order of magnitude as the known maximum size under norm (ell _2.) Finally, we provide a new proof that two-dimensional Euclidean preference profiles under norm (ell _2) for four candidates can be characterized by three inclusion-maximal two-dimensional Euclidean profiles. This proof is a simpler alternative to that proposed by Kamiya et al. (Adv Appl Math 47(2):379–400, 2011).