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| title: SimpleStats | |
| emoji: 🚀 | |
| colorFrom: red | |
| colorTo: red | |
| sdk: docker | |
| app_port: 8501 | |
| tags: | |
| - streamlit | |
| - statistics | |
| - data-analysis | |
| - hypothesis-testing | |
| pinned: false | |
| short_description: Interactive statistical dashboard for CSV. | |
| # SimpleStats | |
| Interactive Streamlit dashboard for basic statistical analysis and hypothesis testing of CSV files. | |
| ## Author | |
| Eduardo Nacimiento García | |
| 📧 enacimie@ull.edu.es | |
| 📜 Apache 2.0 License | |
| ## Features | |
| - Upload CSV or use built-in demo dataset | |
| - Descriptive statistics | |
| - Interactive histograms and scatter plots | |
| - Correlation matrix | |
| - Missing values detection | |
| - **Statistical tests:** | |
| - Independent T-Test (for 2 groups) | |
| - ANOVA (for 3+ groups) | |
| - Chi-Square Test (association between categorical variables) | |
| ## Demo Dataset | |
| Includes a "Load Demo Dataset" button with sample data containing: | |
| - Numeric variables: Age, Income, Satisfaction | |
| - Categorical variables: Group, Gender, Purchase (boolean) | |
| - Intentional missing values for testing | |
| ## Deployment | |
| Ready to deploy on [Hugging Face Spaces](https://huggingface.co/spaces) (free tier). | |
| > ⚠️ Since `sdk: docker` is used, make sure you also include a `Dockerfile` (see below). | |
| ## Requirements | |
| - Python 3.8+ | |
| - Streamlit, Pandas, NumPy, Plotly, SciPy |