1 مستودع
Assigns meaningful categories to data fields to automate the selection of statistics and charts.
Distinct from Semantic Field Mapping: Existing candidates focus on visual textures, syntax trees, or AI model inputs, not data analysis field categorization.
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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
Assigns semantic categories to data fields to automate the selection of statistical profiles and visualizations.