Particle Physics

High energy physics plots, ratio plots, and event displays.

Specialized Visualizations

Ratio Plot (The 'LHC' Plot)

mplhep

matplotlib

A standard histogram with a smaller subplot attached to the bottom showing the ratio between data and simulation.

Prompt

"Generate a proper example particle physics dataset and create a histogram of the 'Invariant Mass' using mplhep with a ratio plot below comparing 'Data' vs 'Standard Model Prediction'. Apply the CMS experiment style guidelines (mplhep.style.use('CMS'))."

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