{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n# Errorbar subsampling\n\nThe parameter *errorevery* of `.Axes.errorbar` can be used to draw error bars\nonly on a subset of data points. This is particularly useful if there are many\ndata points with similar errors.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\nimport numpy as np\n\n# example data\nx = np.arange(0.1, 4, 0.1)\ny1 = np.exp(-1.0 * x)\ny2 = np.exp(-0.5 * x)\n\n# example variable error bar values\ny1err = 0.1 + 0.1 * np.sqrt(x)\ny2err = 0.1 + 0.1 * np.sqrt(x/2)\n\n\nfig, (ax0, ax1, ax2) = plt.subplots(nrows=1, ncols=3, sharex=True,\n figsize=(12, 6))\n\nax0.set_title('all errorbars')\nax0.errorbar(x, y1, yerr=y1err)\nax0.errorbar(x, y2, yerr=y2err)\n\nax1.set_title('only every 6th errorbar')\nax1.errorbar(x, y1, yerr=y1err, errorevery=6)\nax1.errorbar(x, y2, yerr=y2err, errorevery=6)\n\nax2.set_title('second series shifted by 3')\nax2.errorbar(x, y1, yerr=y1err, errorevery=(0, 6))\nax2.errorbar(x, y2, yerr=y2err, errorevery=(3, 6))\n\nfig.suptitle('Errorbar subsampling')\nplt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ".. tags::\n\n component: error\n plot-type: errorbar\n level: beginner\n\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 0 }