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Explicit declarations of relationships between derived fields and source variables for causal accuracy.
Distinct from Field Dependency Declarations: Existing candidates focus on programming function signatures or package dependencies, not data-variable dependencies.
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Visual Insights is an automated exploratory data analysis platform and causal inference tool designed to discover patterns and cause-and-effect relationships within datasets. It functions as an interactive data visualization library using a grammar-of-graphics approach to generate multi-dimensional charts and dashboards. The project distinguishes itself through a natural language interface that translates plain-text questions into data answers and visualizations via a language model. It provides a specialized framework for causal discovery and inference, allowing users to identify variable li
Declares relationships between derived fields and source variables to prevent misleading causal inferences.