The directed movement of an astrocyte guided by a specific chemical concentration gradient. Movement may be towards a higher concentration (positive chemotaxis) or towards a lower concentration (negative chemotaxis). [ http://purl.obolibrary.org/obo/CL_0000127 http://www.ncbi.nlm.nih.gov/pubmed/12271471 GOC:BHF ]