This article presents the results of an analysis of the large-scale processed texts of Arabic newspapers in the KACST Arabic Corpus Project. I adopted methods modified from the Biber Connor Upton Approach to retrieve the expanded concordances of the lexical units almarᵓa (woman) and alnisāᵓ (women) from the corpus. The extracted text reveals the discursive patterns regarding a number of topics which are discussed in Arabic newspapers, namely socio-culture (social practices) and eco-politics.