The disclosed technology includes systems and methods for a recursive cell-based hierarchy for data visualization. The technology disclosed relates to a platform for ultrafast, ad-hoc data exploration and faceted navigation on integrated, heterogeneous data sets. The disclosed apparatus and methods for secure isolation of scripting from graphics make it possible to securely share live data as rendered on a live dashboard, for both desktop and mobile application environments, without saving a new state on a server when time data and dashboard elements are updated. The disclosed recursive cell-based hierarchy for data visualization makes it possible to target multiple platforms—generating data visualization representations that can be displayed when rendered natively on both desktop and mobile devices, and when rendered in a browser window.