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MinexPy

A comprehensive toolkit for geoscience researchers providing tools for geochemical analysis, statistical processing, and visualization of geological sample data.

Features

  • Statistical Analysis: Comprehensive statistical tools for geochemical data
  • Correlation Analysis: Pearson, Spearman, Kendall, robust, nonlinear, and partial correlation tools
  • Statistical Visualization: Histogram, box/violin, ECDF, Q-Q, P-P, and scatter diagnostics
  • Geochemical Mapping: Point preparation, mesh generation, interpolation, and final map composition
  • Data Processing: Efficient data preprocessing and cleaning utilities

Installation

pip install minexpy

Quick Start

import minexpy

from minexpy import describe, pearson_correlation

# Descriptive statistics
summary = describe([12.5, 15.3, 18.7, 22.1, 19.4, 16.8])
print(summary["mean"])

# Correlation
result = pearson_correlation([10, 20, 30], [2, 4, 6])
print(result["correlation"])

For detailed installation instructions, see the Installation Guide.

Documentation

Browse the full documentation to learn more about using MinexPy.