We consider the problem of finding non-isotrivial 1-parameter families of elliptic curves whose root number does not average to zero as the parameter varies in Z. We classify all such families when the degree of the coefficients (in the parameter t) is less than or equal to 2 and we compute the rank over Q(t) of all these families. Also, we compute explicitly the average of the root numbers for some of these families highlighting some special cases. Finally, we prove some results on the possible values average root numbers can take, showing for example that all rational number in [−1, 1] are average root numbers for some non-isotrivial 1-parameter family.if the limit exists (and where we define ε F (t) = 0 if F (t) is not an elliptic curve). 1 The work of Helfgott ([Hel03, Hel09]) implies conjecturally (and unconditionally in some cases) that Av Z (ε F ) = 0 as soon as there exists a place, other than − deg, of multiplicative reduction of F over Q(t). Indeed, assuming the square-free sieve conjecture, one sees that in this case ε F (t) behaves roughly like λ(M (t)) where λ is the Liouville's function and M (t) is a certain non-constant square-free polynomial, so that Chowla's conjecture implies that Av Z (ε F ) = 0. This is the typical case, which occurs for "most" families F .2010 Mathematics Subject Classification. 11G05, 11G40. Key words and phrases. Rational elliptic surface, rank, root number, average root number. 1 Alternatively one could define Av Z (ε F ) with the symmetric average 1 2T |t|≤T replaced by 1 T 0≤t≤T . All the same considerations we make in the paper works in this case as well mutatis mutandis.. So, the p-divisibility of | Sel p (F (t))| 2 Isotrivial means that the j-invariant of F is constant. For isotrivial families, one can take, for instance, the quadratic twist of a fixed elliptic curve E/Q by a polynomial d(t) ∈ Z[t], E d(t) : d(t)y 2 = y 2 = x 3 + a 2 x 2 + a 4 x + a 6 , where a i ∈ Z for i = 2, 5, 6. In this case, it is easier to deal with the root number, for example if d(t) is coprime with the conductor of E, then the root number is simply given by some congruence relations.3 See the end of the introduction for the precise definition of the average root number over Q.2. The classification of potentially parity-biased families of low degree 2.1. The work of Helfgott and its consequences. We start with a more detailed discussion of the work of Helfgott ([Hel09, Hel03]) which gives (conditionally) a necessary condition for a family to be potentially parity-biased. First, we state the following conjectures.Conjecture 1 (Chowla's conjecture). Let P (x) ∈ Z[x] be square-free. Then, n≤N λ(P (n)) = o(N ) as N → ∞, where λ(n) is the Liouville function λ(n) := p|n (−1) vp(n) .Moreover, by strong Chowla's conjecture for a polynomial P we mean the assumption that Chowla's conjecture holds for P (ax + b) for all a, b ∈ Z, a = 0.Conjecture 2 (Square-free sieve conjecture). Let P (x) be a square-free polynomial in Z[x]. Then, the set of integers n such that P (n) is divisible by the square of a...