EasyMiner (easyminer.eu) is an academic data mining project providing data mining of association rules, building of classification models based on association rules and outlier detection based on frequent pattern mining. It differs from other data mining systems by adapting the "web search" paradigm. It is web-based, providing both a REST API and a user interface, and puts emphasis on interactivity, simplicity of user interface and immediate response. This paper will give an overview of research related to the EasyMiner project.