Scikit-HEP Analysis

Purpose

Provides expert guidance on the Scikit-HEP ecosystem for particle physics data analysis with modern Python tools.

Capabilities

• Awkward array manipulation
• uproot ROOT file I/O
• Histogram operations (hist, boost-histogram)
• Particle data access
• Vector operations
• pyhf statistical modeling

Usage Guidelines

1. Data I/O: Read ROOT files with uproot
2. Arrays: Manipulate jagged data with Awkward
3. Histogramming: Create and manipulate histograms with hist
4. Statistics: Use pyhf for statistical modeling
5. Analysis: Build complete analysis workflows

Tools/Libraries

• scikit-hep
• awkward
• uproot
• hist
• pyhf