Coding⏱️ 2 min read📅 2026-06-03

How to Fix: Plot yerr/xerr as shaded region rather than error bars

Plot error as a shaded region in matplotlib rather than error bars.

Quick Answer: Use the `fill_between` function to plot the shaded region.

📋 Table of Contents

  1. 🔧 Solution
  2. ✨ Example Code

To plot error as a shaded region rather than error bars in matplotlib, you can use the `fill_between` function. This function allows you to fill a range of x-values with a range of y-values.

🔧 Solution

Method 1: Using `fill_between`

  1. Step 1: Import the necessary libraries and define your data.

Method 2: Using `fill_between` with error bars

  1. Step 1: Use the `fill_between` function to plot the shaded region.

✨ Example Code

import matplotlib.pyplot as plt
plt.plot(x, y, 'o', label='Data')
plt.fill_between(x, yerr, bottom=y, color='b', alpha=0.5)
plt.legend()
plt.show()

By using the `fill_between` function, you can easily plot error as a shaded region rather than error bars in matplotlib.

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