We consider the parametric family of elliptic curves over \(\mathbb {Q}\) of the form \(E_{m}: y^{2} = x(x - n_{1})(x - n_{2}) + t^{2}\) , where \(n_{1}\) , \(n_{2}\) and t are particular polynomial expressions in an integral variable m. In this paper, we investigate the torsion group \(E_{m}(\mathbb {Q})_{\textrm{tors}}\) , a lower bound for the Mordell–Weil rank \(r({E_{m}})\) and the 2-Selmer group \({\textrm{Sel}}_{2}(E_{m})\) under certain conditions on m. This extends the previous works done in this direction, which are mostly concerned only with the Mordell–Weil ranks of various parametric families of elliptic curves.