The aim of the EAP weekend is to provide networking and continuing professional development (CPD) opportunities for early career analytical scientists across all disciplines, open to both industry and academia. Each year we include general interest talks as well as specialist lectures, CPD and back to basics sessions, as well as our legendary fancy dress disco. The conference has been running for over 20 years.