The cohomology of $(S^3)^N/\Sigma_n$ is computed [here][1].

It makes a little more sense to compute cohomology of $(S^2)^N/\Sigma_n$ given that [global phase is irrelevant][2]. Proof is exactly the same.

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Still, that's not really the input space for quantum graphs. It makes more sense to use $N=\binom{n}{2}$ and $P(V^{\otimes N}) \cong \mathbb{CP}^{2^N-1}$ where $V \cong \mathbb{C}^2$.

Note that $H^*(\mathbb{CP}^{2^N-1};\mathbb{Z})$ is easy to compute. It's just $\mathbb{Z}$ when $p$ is even and less than $2^N$ and 0 otherwise.

We can still act by $\Sigma_n$ on $P(V^{\otimes N})$. Let $e_{12}, \ldots e_{n-1,n}$ be a basis for each $V$ of complex dimension 2 such that $e_{ij}=e_{ij}^0|0\rangle+e_{ij}^1|1\rangle$ where $e_{ij}^k \in \mathbb{C}$. Then a basis for $V^{\otimes N}$ is given by $e_{12}^{k_{12}} \otimes \ldots \otimes e_{n-1,n}^{k_{n-1,n}}$ where $k_{ij} \in \{0,1\}$. $\sigma \cdot e_{12}^{k_{12}} \otimes \ldots \otimes e_{n-1,n}^{k_{n-1,n}} = e_{\sigma(1)\sigma(2)}^{k_{12}} \otimes \ldots \otimes e_{\sigma(n-1)\sigma(n)}^{k_{n-1,n}}$. We can act on $P(V^{\otimes N})$ by using projective coordinates $\sigma \left[ x_1, \ldots , x_{2^N}\right] = \left[ \sigma(x_1), \ldots, \sigma(x_2^N)\right]$.

Then $H^*(\mathbb{CP}^{2^N-1}/\Sigma_n;\mathbb{Z}) = H^*(\mathbb{CP}^{2^N-1};\mathbb{Z})^\Sigma_n$. We know $H^p(\mathbb{CP}^{2^N-1};\mathbb{Z})$ is $\mathbb{Z}$ when $p$ is even and less than $2^N$ and 0 otherwise. 


  [1]: https://mathoverflow.net/q/453878/15133
  [2]: https://quantumcomputing.stackexchange.com/a/34216/26436