Abstract: The disclosure provides an approach for data visualization. Embodiments include receiving user input requesting a visualization, wherein the user input identifies one or more entities selected from: a query; an alert; or a widget. Embodiments include providing one or more inputs to a machine learning model based on the user input, wherein the machine learning model has been trained based on historical visualization data. Embodiments include determining, based on an output received from the machine learning model in response to the one or more inputs, a visualization type for the visualization. Embodiments include generating the visualization based on the visualization type and the one or more entities. Embodiments include displaying the visualization via a user interface.