This replication dataset contains data from pregnant women from HDSS area in Siaya (Lwak), Nairobi (Kibera) and KEMRI-WTRP HDSS area, Kilifi. Variables include records on gestational age at attendance for ANC care, tetanus vaccine uptake, birth outcomes, socio-cultural factors, obstetric history and other demographic details.