  In this paper, we show that, by applying some results on modular symbols, for
a family of certain elliptic curves defined over $\mathbb Q$, there is a large
class of explicit quadratic twists whose complex $L$-series does not vanish at
$s=1$, and for which the $2$-part of Birch-Swinnerton-Dyer conjecture holds.
