S-N Curve (Wöhler Curve) in Python, R, Julia and JavaScript

Source code in 15 libraries — Python: Altair, Bokeh, lets-plot, Matplotlib, Plotly, plotnine, Pygal, Seaborn; R: ggplot2; Julia: Makie.jl; JavaScript: Chart.js, D3.js, Apache ECharts, Highcharts, MUI X Charts.

An S-N curve (also known as a Wöhler curve) visualizes the relationship between alternating stress amplitude and the number of cycles to failure for a material under fatigue loading. Both axes typically use logarithmic scales, with stress on the y-axis and cycle count on the x-axis. This plot is fundamental for predicting material fatigue life and identifying key material properties such as ultimate strength, yield strength, and endurance limit.

Renders

• Full-resolution render, light theme
• Full-resolution render, dark theme
• Interactive version, light theme
• Interactive version, dark theme

Preview render from the Bokeh implementation.

Implementations

• S-N Curve (Wöhler Curve) in Altair (Python)
• S-N Curve (Wöhler Curve) in Bokeh (Python)
• S-N Curve (Wöhler Curve) in lets-plot (Python)
• S-N Curve (Wöhler Curve) in Matplotlib (Python)
• S-N Curve (Wöhler Curve) in Plotly (Python)
• S-N Curve (Wöhler Curve) in plotnine (Python)
• S-N Curve (Wöhler Curve) in Pygal (Python)
• S-N Curve (Wöhler Curve) in Seaborn (Python)
• S-N Curve (Wöhler Curve) in ggplot2 (R)
• S-N Curve (Wöhler Curve) in Makie.jl (Julia)
• S-N Curve (Wöhler Curve) in Chart.js (JavaScript)
• S-N Curve (Wöhler Curve) in D3.js (JavaScript)
• S-N Curve (Wöhler Curve) in Apache ECharts (JavaScript)
• S-N Curve (Wöhler Curve) in Highcharts (JavaScript)
• S-N Curve (Wöhler Curve) in MUI X Charts (JavaScript)