Dr Lily Clements is a statistician working on the Parenting for Lifelong Health Digital Ecosystem. She holds a PhD in statistics and has experience in using R to analyse data from apps and chatbots data. She uses R and Shiny to contribute to the aim of integrating the data and analytics from the ParentApp and ParentText apps and chatbots data into a coherent digital ecosystem.