We show that the hairy graph complex (HGC n,n , d) appears as an associated graded complex of the oriented graph complex (OGC n+1 , d), subject to the filtration on the number of targets, or equivalently sources, called the fixed source graph complex. The fixed source graph complex (OGC 1 , d 0 ) maps into the ribbon graph complex RGC, which models the moduli space of Riemann surfaces with marked points. The full differential d on the oriented graph complex OGC n+1 corresponds to the deformed differential d + h on the hairy graph complex HGC n,n , where h adds a hair. This deformed complex (HGC n,n , d + h) is already known to be quasi-isomorphic to standard Kontsevich's graph complex GC 2 n . This gives a new connection between the standard and the oriented version of Kontsevich's graph complex.