Mini Stats

Mini statistical utilities for correlation analysis with pandas DataFrames.

Features

• Correlation matrices with p-values
• Pairwise sample sizes
• Target correlation analysis
• Time series differencing support
• Optional SciPy integration for exact t-distribution

Installation

pip install git+https://github.com/YOUR_USERNAME/mini-stats.git

Usage

import mini_stats as ms
import pandas as pd

# Get correlation matrix with p-values and sample sizes
R, P, N = ms.corr_with_p(df)

# Analyze correlations with a target variable
results = ms.corr_vs_target(df, 'target_column')