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DataLaVista™ is a lightweight, client-side reporting and dashboard toolkit that brings the full power of SQL directly to your browser, allowing you to build high-performance visualizations without the need for expensive server-side licenses or complex backend infrastructure. While engineered to dominate SharePoint List items with pure JavaScript widgets, DataLaVista™ is a framework-agnostic survivor that terminates data silos across REST services, JSON, Excel, and CSV files.

This article shows how researchers can make use of an open source data dictionary tool called SchemaSpy to help create professional, easy-to-understand documentation for their datasets. Specific instructions are provided for Oracle, Microsoft SQL Server, CSV, SQlite, R, and Python + Pandas.