GraphPolaris is a no-code analytics platform for graph analysis. It enables non-data scientists to analyze large and complex datasets without the typically required query scripting and allows exposing the gathered analytical insights directly through effective visualizations. Our inductive exploration workflow engages the user into a visual data analysis dialog, in which an intuitive drag & drop user interface guides the construction of complex analytical queries visually and expressive visualizations give access to on-the-fly result interpretations, thus making graph databases and graph analytics accessible for a wide commercial and research audience.