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
Output(s)
Streamlit app
Streamlit App
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