README.md

metadata

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 (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