Original or unprocessed data is provided in support of the article "Coherent backscattering of light by an anisotropic biological network". The article was accepted for publication in 2018 in the journal "Interface Focus". The dataset includes the measured coherent backscattering interference profile measured via an angular resolved setup. The dataset contains also the analytical theory and the Monte Carlo simulations used to fit the experimental data.