Corpus-based research is more and more used in linguistics. English varieties are used a lot in daily communications throughout the world. African English varieties are discussed in this paper, including West African English, East African English and South African English. Kenya and Tanzania corpus is the main target corpus while Jamaica corpus is used as a comparative one. The tool used is AntConc 3.2.4.