{"id":5820,"date":"2020-12-07T08:39:51","date_gmt":"2020-12-07T03:09:51","guid":{"rendered":"http:\/\/www.pythonpool.com\/?p=5820"},"modified":"2023-12-31T17:53:16","modified_gmt":"2023-12-31T12:23:16","slug":"matplotlib-errorbar","status":"publish","type":"post","link":"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/","title":{"rendered":"Matplotlib Errorbar For Lines and Graphs"},"content":{"rendered":"\n<p>In this article, we learn about the Matplotlib errorbar in Python. The Pyplot module of the Matplotlib library provides MATLAB-like interface. And the matplotlib.pyplot.errorbar() function plots y versus x as lines and\/or markers with attached errorbars. Moreover, error bars help indicate estimated error or uncertainty to give a general sense of how precise a measurement is; this is done through the use of markers drawn over the original graph and its data points.<\/p>\n\n\n\n<p>Before we look into examples of Matplotlib errorbars and errorbar graphs, let me brief you on the syntax and return the same.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #990303;color:#990303\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #990303;color:#990303\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Syantax_of_matplotlib_errorbar\" >Syantax of matplotlib errorbar()<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Parameters_of_Matplotlib_Errorbar\" >Parameters of Matplotlib Errorbar:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Return_type_of_Matplotlib_Errorbar\" >Return type of Matplotlib Errorbar:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Example_of_Matplotlib_Errorbar_in_Python\" >Example of Matplotlib Errorbar in Python<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Matplotlib_Errorbar_in_Python_Multiple_lines\" >Matplotlib Errorbar in Python Multiple lines<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Errorbar_graph_with_error_in_x\" >Errorbar graph with error in x<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Errorbar_graph_with_error_in_y\" >Errorbar graph with error in y<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Errorbar_graph_with_Variable_error_in_x_and_y\" >Errorbar graph with Variable error in x and y<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Conclusion\" >Conclusion<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#Trending_Python_Articles\" >Trending Python Articles<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h-syantax-of-matplotlib-errorbar\"><span class=\"ez-toc-section\" id=\"Syantax_of_matplotlib_errorbar\"><\/span>Syantax of matplotlib errorbar()<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>matplotlib.pyplot.errorbar(x, y, yerr=None, xerr=None, fmt=\u201d, ecolor=None, elinewidth=None, capsize=None, barsabove=False, lolims=False, uplims=False, xlolims=False, xuplims=False, errorevery=1, capthick=None, *, data=None, **kwargs)<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-parameters-of-matplotlib-errorbar\"><span class=\"ez-toc-section\" id=\"Parameters_of_Matplotlib_Errorbar\"><\/span><strong>Parameters of Matplotlib Errorbar:<\/strong> <span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>x, y:&nbsp;<\/strong>The horizontal and <a href=\"http:\/\/www.pythonpool.com\/matplotlib-vertical-lines\/\" target=\"_blank\" rel=\"noreferrer noopener\">vertical<\/a> coordinates of the data points. <\/li>\n\n\n\n<li><strong>fmt:&nbsp;<\/strong>Contains the string value (Optional) <\/li>\n\n\n\n<li><strong>xerr, yerr:&nbsp;<\/strong>An array containing errors, and the errors must be positive values. <\/li>\n\n\n\n<li><strong>ecolor:&nbsp;<\/strong>(default:&nbsp;NONE) In simple words, it&#8217;s the color of the errorbar lines. (Optional) <\/li>\n\n\n\n<li><strong>elinewidth:&nbsp;<\/strong>Linewidth of the errorbar lines with default value&nbsp;NONE. (Optional) <\/li>\n\n\n\n<li><strong>capsize:&nbsp;<\/strong>Length of the error bar caps in points with default value&nbsp;NONE. (Optional) <\/li>\n\n\n\n<li><strong>barsabove:&nbsp;<\/strong>(default: False)Contains boolean values for plotting error <a href=\"http:\/\/www.pythonpool.com\/matplotlib-bar\/\" target=\"_blank\" rel=\"noreferrer noopener\">bars<\/a> above the plot symbols. (Optional) <\/li>\n\n\n\n<li><strong>lolims, uplims, xlolims, xuplims:<\/strong>\u00a0Contains boolean values, which indicate that a value gives only upper\/lower limits. (Optional)<\/li>\n\n\n\n<li><strong>errorevery:<\/strong>\u00a0Contain integer values that help draws error bars on a subset of the data. (Optional)<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-return-type-of-matplotlib-errorbar\"><span class=\"ez-toc-section\" id=\"Return_type_of_Matplotlib_Errorbar\"><\/span><strong>Return type of Matplotlib Errorbar:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>The Matplotlib errorbar() function returns a container having: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>plotline:<\/strong> Line2D instance of x, y plot markers and\/or line. <\/li>\n\n\n\n<li><strong>caplines:<\/strong> Tuple of Line2D instances of the error bar caps. <\/li>\n\n\n\n<li><strong>barlinecols:<\/strong> Tuple of LineCollection with the horizontal and vertical error ranges.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-example-of-matplotlib-errorbar-in-python\"><span class=\"ez-toc-section\" id=\"Example_of_Matplotlib_Errorbar_in_Python\"><\/span>Example of Matplotlib Errorbar in Python<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Errorbar helps you to understand the nature of graphs and their convergence. The errorbar can give an idea about the graph&#8217;s variance with its mean. Correspondingly, you can identify and take care of the outliers from your graph. Moreover, it represents uncertainty in your graph.<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport numpy as np \nimport matplotlib.pyplot as plt \n  \nxval = np.arange(0.1, 4, 0.5) \nyval = np.exp(-xval) \n  \nplt.errorbar(xval, yval, xerr = 0.4, yerr = 0.5) \n  \nplt.title('matplotlib.pyplot.errorbar() function Example') \nplt.show() \n<\/pre><\/div>\n\n\n<p><strong>OUTPUT:<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"378\" height=\"298\" src=\"http:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-8.png\" alt=\"Example of Matplotlib Errorbar in Python\" class=\"wp-image-5821\" style=\"width:378px;height:298px\" srcset=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-8.png 378w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-8-300x237.png 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-8-150x118.png 150w\" sizes=\"(max-width: 378px) 100vw, 378px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-explanation\"><strong>Explanation:<\/strong><\/h3>\n\n\n\n<p>Firstly, the above example is a fundamental implementation of the Matplotlib errorbar() function. The &#8216;xval&#8217; and &#8216;yval&#8217; contains the horizontal and vertical coordinates of the data points required for errorbar plotting. In addition, the &#8216;xerr&#8217; and &#8216;yerr&#8217; are arguments to the errorbar function. The values assigned to them are 0.4 and 0.5, respectively, the positive error values. Finally, these four parameters passed to the errorbar() function are mandatory arguments required to plot any Python errorbars.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-matplotlib-errorbar-in-python-multiple-lines\"><span class=\"ez-toc-section\" id=\"Matplotlib_Errorbar_in_Python_Multiple_lines\"><\/span>Matplotlib Errorbar in Python Multiple lines<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>It&#8217;s very important to be able to plot multiple lines in the same graphs. In the following example, we&#8217;ll plot multiple errorbars in the same graph.<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport numpy as np \nimport matplotlib.pyplot as plt \n   \nfig = plt.figure() \nx = np.arange(10) \ny = 3 * np.sin(x \/ 20 * np.pi) \nyerr = np.linspace(0.05, 0.2, 10) \n   \nplt.errorbar(x, y + 7, yerr = yerr, \n             label ='Line1') \nplt.errorbar(x, y + 5, yerr = yerr, \n             uplims = True,  \n             label ='Line2') \nplt.errorbar(x, y + 3, yerr = yerr,  \n             uplims = True,  \n             lolims = True, \n             label ='Line3') \n  \nupperlimits = &#x5B;True, False] * 5\nlowerlimits = &#x5B;False, True] * 5\nplt.errorbar(x, y, yerr = yerr, \n             uplims = upperlimits,  \n             lolims = lowerlimits, \n             label ='Line4') \n   \nplt.legend(loc ='upper left') \n  \nplt.title('matplotlib.pyplot.errorbar()\\ \nfunction Example') \nplt.show() \n<\/pre><\/div>\n\n\n<p><strong>OUTPUT:<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"403\" height=\"297\" src=\"http:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-9.png\" alt=\"Errorbar in Python Multiple lines\" class=\"wp-image-5822\" style=\"width:414px;height:305px\" srcset=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-9.png 403w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-9-300x221.png 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-9-150x111.png 150w\" sizes=\"(max-width: 403px) 100vw, 403px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-explanation-1\"><strong>Explanation:<\/strong><\/h3>\n\n\n\n<p>Firstly, in the above example, the matplotlib errorbar() function creates multiple errorbar lines. The x and y defined are the coordinates of the data points. Along the y-axis, graph plot error. Hence only &#8216;yerr&#8217; is specified for each line. Additionally, the upper and lower limits indicate the values for only upper and lower limits. Also, the label is an argument indicating the lines as Line1, Line2, etc.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-errorbar-graph-with-error-in-x\"><span class=\"ez-toc-section\" id=\"Errorbar_graph_with_error_in_x\"><\/span>Errorbar graph with error in x <span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport matplotlib.pyplot as plt  \n  \n# making a simple plot \nx =&#x5B;1, 2, 3, 4, 5, 6, 7] \ny =&#x5B;1, 2, 1, 2, 1, 2, 1] \n  \n# creating error \nx_error = 0.5\n  \n# ploting graph \nplt.plot(x, y) \nplt.errorbar(x, y, \n             xerr = x_error, \n             fmt ='o') \n<\/pre><\/div>\n\n\n<p><strong>OUTPUT:<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"488\" height=\"330\" src=\"http:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-11.png\" alt=\"Errorbar graph with error in x \" class=\"wp-image-5824\" style=\"width:404px;height:273px\" srcset=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-11.png 488w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-11-300x203.png 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-11-150x101.png 150w\" sizes=\"(max-width: 488px) 100vw, 488px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-explanation-2\"><strong>Explanation:<\/strong><\/h3>\n\n\n\n<p>Firstly, in the above example, x and y are arrays defined containing x and y coordinates to plot the graph. Additionally, the &#8216;x_error&#8217; is 0.5, which introduces errors only along the x-axis. The x, y, and xerr are the mandatory parameters passed to the Matplotlib errorbar in Python. The optional parameter &#8216;fmt&#8217; containing string value is also passed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-errorbar-graph-with-error-in-y\"><span class=\"ez-toc-section\" id=\"Errorbar_graph_with_error_in_y\"><\/span>Errorbar graph with error in y<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport matplotlib.pyplot as plt  \n  \n  \n# making a simple plot \nx =&#x5B;1, 2, 3, 4, 5, 6, 7] \ny =&#x5B;1, 2, 1, 2, 1, 2, 1] \n  \n# creating error \ny_error = 0.2\n  \n# ploting graph \nplt.plot(x, y) \n  \nplt.errorbar(x, y, \n             yerr = y_error, \n             fmt ='o') \n<\/pre><\/div>\n\n\n<p><strong>OUTPUT:<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"501\" height=\"335\" src=\"http:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-13.png\" alt=\"Errorbar graph with error in y\" class=\"wp-image-5826\" style=\"width:463px;height:310px\" srcset=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-13.png 501w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-13-300x201.png 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-13-150x100.png 150w\" sizes=\"(max-width: 501px) 100vw, 501px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-explanation-3\"><strong>Explanation:<\/strong><\/h3>\n\n\n\n<p>Firstly, in the above example, x and y are arrays defined containing x and y coordinates to plot the graph. The &#8216;y_error&#8217; is 0.2, which introduces errors only along the y-axis. The x, y, and yerr are the mandatory parameters passed to the errorbar function. The optional parameter &#8216;fmt&#8217; containing string value is also passed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-errorbar-graph-with-variable-error-in-x-and-y\"><span class=\"ez-toc-section\" id=\"Errorbar_graph_with_Variable_error_in_x_and_y\"><\/span>Errorbar graph with Variable error in x and y<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport matplotlib.pyplot as plt \n  \nx =&#x5B;1, 2, 3, 4, 5] \ny =&#x5B;1, 2, 1, 2, 1] \n  \ny_errormin =&#x5B;0.1, 0.5, 0.9, \n             0.1, 0.9] \ny_errormax =&#x5B;0.2, 0.4, 0.6,  \n             0.4, 0.2] \n  \nx_error = 0.5\ny_error =&#x5B;y_errormin, y_errormax] \n  \n# ploting graph \n# plt.plot(x, y) \nplt.errorbar(x, y, \n             yerr = y_error, \n             xerr = x_error,  \n             fmt ='o') \n<\/pre><\/div>\n\n\n<p><strong>OUTPUT:<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"501\" height=\"334\" src=\"http:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-10.png\" alt=\"Errorbar graph with Variable error in x and y\" class=\"wp-image-5823\" style=\"width:501px;height:334px\" srcset=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-10.png 501w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-10-300x200.png 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2020\/12\/image-10-150x100.png 150w\" sizes=\"(max-width: 501px) 100vw, 501px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-explanation-4\"><strong>Explanation:<\/strong><\/h3>\n\n\n\n<p>The above example depicts an error bar graph plot for variable errors. Likewise, the x and y are two arrays defined containing the coordinate points. The error along the x-axis is 0.5. Simultaneously, the error along the y-axis between two arrays is y_errormin and y_errormax. These parameters are arguments to the Matplotlib errorbar function to get the desired output.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>This article clearly presents to you different ways of using the Matplotlib errorbar in Python. Examples of both errorbar lines and graphs are provided with a detailed explanation. Errorbars provide an additional layer of detail on the presented data. Refer to this article for any queries related to the Matplotlib errorbar() function.<\/p>\n\n\n\n<p>However, if you have any doubts or questions, do let me know in the comment section below. I will try to help you as soon as possible.<\/p>\n\n\n\n<p><strong><em>Happy Pythoning!<\/em><\/strong><\/p>\n\n\n<div class=\"monsterinsights-widget-popular-posts monsterinsights-widget-popular-posts-delta monsterinsights-popular-posts-styled monsterinsights-widget-popular-posts-columns-2\"><h2 class=\"monsterinsights-widget-popular-posts-widget-title\"><span class=\"ez-toc-section\" id=\"Trending_Python_Articles\"><\/span>Trending Python Articles<span class=\"ez-toc-section-end\"><\/span><\/h2><ul class=\"monsterinsights-widget-popular-posts-list\"><li ><a href=\"https:\/\/www.pythonpool.com\/fixed-typeerror-cant-compare-datetime-datetime-to-datetime-date\/\"><div class=\"monsterinsights-widget-popular-posts-image\"><img decoding=\"async\" src=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/typeerror-cant-compare-datetime.datetime-to-datetime.date_-300x157.webp\" srcset=\" https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/typeerror-cant-compare-datetime.datetime-to-datetime.date_-300x157.webp 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/typeerror-cant-compare-datetime.datetime-to-datetime.date_-1024x536.webp 1024w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/typeerror-cant-compare-datetime.datetime-to-datetime.date_-768x402.webp 768w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/typeerror-cant-compare-datetime.datetime-to-datetime.date_.webp 1200w \" alt=\"[Fixed] typeerror can&#8217;t compare datetime.datetime to datetime.date\" \/><\/div><div class=\"monsterinsights-widget-popular-posts-text\"><span class=\"monsterinsights-widget-popular-posts-title\" >[Fixed] typeerror can&#8217;t compare datetime.datetime to datetime.date<\/span><div class=\"monsterinsights-widget-popular-posts-meta\" ><span class=\"monsterinsights-widget-popular-posts-author\">by Namrata Gulati<\/span><span>&#9679;<\/span><span class=\"monsterinsights-widget-popular-posts-date\">January 11, 2024<\/span><\/div><\/div><\/a><\/li><li ><a href=\"https:\/\/www.pythonpool.com\/fixed-nameerror-name-unicode-is-not-defined\/\"><div class=\"monsterinsights-widget-popular-posts-image\"><img decoding=\"async\" src=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-nameerror-name-Unicode-is-not-defined-300x157.webp\" srcset=\" https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-nameerror-name-Unicode-is-not-defined-300x157.webp 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-nameerror-name-Unicode-is-not-defined-1024x536.webp 1024w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-nameerror-name-Unicode-is-not-defined-768x402.webp 768w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-nameerror-name-Unicode-is-not-defined.webp 1200w \" alt=\"[Fixed] nameerror: name Unicode is not defined\" \/><\/div><div class=\"monsterinsights-widget-popular-posts-text\"><span class=\"monsterinsights-widget-popular-posts-title\" >[Fixed] nameerror: name Unicode is not defined<\/span><div class=\"monsterinsights-widget-popular-posts-meta\" ><span class=\"monsterinsights-widget-popular-posts-author\">by Namrata Gulati<\/span><span>&#9679;<\/span><span class=\"monsterinsights-widget-popular-posts-date\">January 2, 2024<\/span><\/div><\/div><\/a><\/li><li ><a href=\"https:\/\/www.pythonpool.com\/solved-runtimeerror-cuda-error-invalid-device-ordinal\/\"><div class=\"monsterinsights-widget-popular-posts-image\"><img decoding=\"async\" src=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Solved-runtimeerror-cuda-error-invalid-device-ordinal-300x157.webp\" srcset=\" https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Solved-runtimeerror-cuda-error-invalid-device-ordinal-300x157.webp 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Solved-runtimeerror-cuda-error-invalid-device-ordinal-1024x536.webp 1024w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Solved-runtimeerror-cuda-error-invalid-device-ordinal-768x402.webp 768w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Solved-runtimeerror-cuda-error-invalid-device-ordinal.webp 1200w \" alt=\"[Solved] runtimeerror: cuda error: invalid device ordinal\" \/><\/div><div class=\"monsterinsights-widget-popular-posts-text\"><span class=\"monsterinsights-widget-popular-posts-title\" >[Solved] runtimeerror: cuda error: invalid device ordinal<\/span><div class=\"monsterinsights-widget-popular-posts-meta\" ><span class=\"monsterinsights-widget-popular-posts-author\">by Namrata Gulati<\/span><span>&#9679;<\/span><span class=\"monsterinsights-widget-popular-posts-date\">January 2, 2024<\/span><\/div><\/div><\/a><\/li><li ><a href=\"https:\/\/www.pythonpool.com\/fixed-typeerror-type-numpy-ndarray-doesnt-define-__round__-method\/\"><div class=\"monsterinsights-widget-popular-posts-image\"><img decoding=\"async\" src=\"https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-typeerror-type-numpy.ndarray-doesnt-define-__round__-method-300x157.webp\" srcset=\" https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-typeerror-type-numpy.ndarray-doesnt-define-__round__-method-300x157.webp 300w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-typeerror-type-numpy.ndarray-doesnt-define-__round__-method-1024x536.webp 1024w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-typeerror-type-numpy.ndarray-doesnt-define-__round__-method-768x402.webp 768w, https:\/\/www.pythonpool.com\/wp-content\/uploads\/2024\/01\/Fixed-typeerror-type-numpy.ndarray-doesnt-define-__round__-method.webp 1200w \" alt=\"[Fixed] typeerror: type numpy.ndarray doesn&#8217;t define __round__ method\" \/><\/div><div class=\"monsterinsights-widget-popular-posts-text\"><span class=\"monsterinsights-widget-popular-posts-title\" >[Fixed] typeerror: type numpy.ndarray doesn&#8217;t define __round__ method<\/span><div class=\"monsterinsights-widget-popular-posts-meta\" ><span class=\"monsterinsights-widget-popular-posts-author\">by Namrata Gulati<\/span><span>&#9679;<\/span><span class=\"monsterinsights-widget-popular-posts-date\">January 2, 2024<\/span><\/div><\/div><\/a><\/li><\/ul><\/div><p><\/p>","protected":false},"excerpt":{"rendered":"<p>In this article, we learn about the Matplotlib errorbar in Python. The Pyplot module of the Matplotlib library provides MATLAB-like interface. And the matplotlib.pyplot.errorbar() function &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"Matplotlib Errorbar For Lines and Graphs\" class=\"read-more button\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/#more-5820\" aria-label=\"More on Matplotlib Errorbar For Lines and Graphs\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":5881,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[2071],"tags":[2626,2625,2627,2624],"class_list":["post-5820","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-matplotlib","tag-errorbar-matplotlib","tag-matplotlib-errorbar","tag-matplotlib-errorbar-example","tag-matplotlib-errorbar-style","infinite-scroll-item"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v25.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Matplotlib Errorbar For Lines and Graphs - Python Pool<\/title>\n<meta name=\"description\" content=\"Examples and implementation of Matplotlib errorbar in Python programs with detailed explanation for Errorbar lines and graphs.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pythonpool.com\/matplotlib-errorbar\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Matplotlib Errorbar For Lines and Graphs\" \/>\n<meta property=\"og:description\" content=\"In this article, we learn about the Matplotlib errorbar in Python. 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