Tags: machine learning* + streamlit* + data visualization* + regression*

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  1. ASCVIT V1 aims to make data analysis easier by automating statistical calculations, visualizations, and interpretations.

    Includes descriptive statistics, hypothesis tests, regression, time series analysis, clustering, and LLM-powered data interpretation.

    - Accepts CSV or Excel files. Provides a data overview including summary statistics, variable types, and data points.
    - Histograms, boxplots, pairplots, correlation matrices.
    - t-tests, ANOVA, chi-square test.
    - Linear, logistic, and multivariate regression.
    - Time series analysis.
    - k-means, hierarchical clustering, DBSCAN.

    Integrates with an LLM (large language model) via Ollama for automated interpretation of statistical results.

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