Magic table dashboard

Necessary bricks
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Publication date

Jul 24, 2024

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Version 2

Detail of the version

Magic Table V2: A Streamlined Data Transformation and Analysis Platform 😊


It simplifies data exploration with enhanced integration and comprehensive tools for transformation, analysis, and visualization—all in one platform. 🚀


What is new? It is now possible to connect existing table resources to the agent for seamless data management.


Key features


  • 📂 Data Integration: Upload your CSV or Excel files manually or connect existing table resources for seamless data management.
    • 🔄 Flexible Transformations: Apply a chain of transformations, including sorting, filtering, scaling, and computing statistics, with efficient data state tracking.
      • 📊 Statistical Analysis: Perform common statistical tests (e.g., t-tests, ANOVA) with clear descriptions of their purpose.
        • 📈 Dynamic Visualizations: Create customizable plots (line charts, scatter plots, heatmaps) to visualize insights effectively.
          • 🤖 Machine Learning Tools: Apply advanced models (PCA, regression, clustering) with guided explanations for deeper analysis.


            Input(s)

            Table
            Table to analyze
            Optional

            Output(s)

            Streamlit app
            Streamlit App

            Code

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