R Stacked Barplot Error Bars - Silicon Valley Gazette

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Over the past few days, some of our users have come across a known error message with r columns of stacked histogram errors. This problem can occur for several reasons. Let’s look at them now.

</p> <div> <h2 id="10"><span class="ez-toc-section" id="Add_Error_Bars"></span> Add Error Bars<span class="ez-toc-section-end"></span></h2> <div style="box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;padding:20px 10px 20px 10px;"> <p><h2 id="1"><span class="ez-toc-section" id="What_is_a_stacked_barplot_in_R"></span>What is a stacked barplot in R?<span class="ez-toc-section-end"></span></h2> <p>A hosted bar chart is a chart type that displays the number of different variables loaded by another variable. This tutorial explains how to create dynamic stacked charts in R using the ggplot2 data visualization archive. For example, suppose we eatb the following data frame showing the average points scored per game for 9 basketball players:</p> </div> <p></p> <div> <h3 id="11"><span class="ez-toc-section" id="Problem"></span>Problem<span class="ez-toc-section-end"></span></h3> <p></p> <div style="box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;padding:20px 10px 20px 10px;"> <p><h2 id="2"><span class="ez-toc-section" id="How_to_create_a_barplot_in_are_using_Ggplot2"></span>How to create a barplot in are using Ggplot2?<span class="ez-toc-section-end"></span></h2> <p>The ggplot2 library is undoubtedly the well-known graphics library from R. You can use this library to create a histogram that converts material into a data block, and with these ggplot and geom_bar functions. In our aes argument, you need to stimulate the variable names in our dataframe. In x – categorical variable, then in y – numeric.</p> </div> <p>We need to add error bars to this graph. Resolution</h3> <p>Use</p> </div> <div> <h3 id="12"><span class="ez-toc-section" id="geom_errorbar_And_Associate_Variables_With_The_Persons_ymin_And_ymax_Values_Adding_Errors_To_Columns_Is_Done_In_The_Same_Way_As_For_Histograms_And_Line_Charts_As_Shown_In_Fig_714_but_Note_That_The_Position_Behind_The_Y_Range_Is_Different_For_Columns_And_Lines_PC_running_slow_ASR_Pro_is_the_ultimate_solution_for_your_PC_repair_needs_Not_only_does_it_swiftly_and_safely_diagnose_and_repair_various_Windows_issues_but_it_also_increases_system_performance_optimizes_memory_improves_security_and_fine_tunes_your_PC_for_maximum_reliability_So_why_wait_Get_started_today_Librarygcookbook_Load_Gcookbook_For_Cabbage_exp_Dataset_Library_dplr_Number_Take_A_Subset_Of_Cabbage_exp_Hints_For_This_Example_This_mod_Filtersort%22c39%22_Number_With_Histogram_Ggplotce_mod_Aesx_Date_Y_Weight_Geom_colfill_%22white%22_Color_%22black%22_Geom_errorbaraesymin_Weight_-_Opleve_Ymax_Weight_Se_Width_2_With_Jump_Ggplotce_mod_Graph_Aesx_Date_Y_Weight_Geom_lineaesgroup1_Geometric_point_size_4_Geom_errorbaraesymin_Weight_-_Se_Ymax_Is_Weight_Se_Width_Is_2_Figure_714_Guide_Rails_On_A_Rod_Guide_left_On_A_Line_Chart_right_Talk"></span> <code>geom_errorbar()</code> And Associate Variables With The Person’s <code>ymin</code> And <code>ymax</code> Values. Adding Errors To Columns Is Done In The Same Way As For Histograms And Line Charts, As Shown In Fig. 7.14 (but Note That The Position Behind The Y Range Is Different For Columns And Lines):</p> <div><div style="background: rgba(156, 156, 156, 0.07);margin:20px 0 20px 0;padding:20px 10px 20px 10px;border: solid 1px rgba(0,0,0,0.03);text-align: left;"><h2>PC running slow?</h2> <p><a href="https://link.advancedsystemrepairpro.com/d7b96561?clickId=siliconvalleygazette.com" target="_blank" rel="nofollow">ASR Pro</a> is the ultimate solution for your PC repair needs! Not only does it swiftly and safely diagnose and repair various Windows issues, but it also increases system performance, optimizes memory, improves security and fine tunes your PC for maximum reliability. So why wait? Get started today!</p> <br><a href="https://link.advancedsystemrepairpro.com/d7b96561?clickId=siliconvalleygazette.com" target="_blank" rel="nofollow" alt="download"><img src="/wp-content/download4.gif" style="width:340px;"></a></div></p> <pre><code> Library(gcookbook) # Load Gcookbook For Cabbage_exp Dataset Library (dplr) Number Take A Subset Of Cabbage_exp Hints For This Example This_mod <- Cabbage_Expression %>% Filter(sort=="c39") Number With Histogram Ggplot(ce_mod, Aes(x Date, = Y = Weight)) + Geom_col(fill = "white", Color = "black") + Geom_errorbar(aes(ymin = Weight - Opleve, Ymax = Weight + Se), Width .2) # With Jump Ggplot(ce_mod, Graph Aes(x = Date, Y = Weight)) + Geom_line(aes(group=1)) + Geometric_point (size = 4) + Geom_errorbar(aes(ymin = Weight - Se, Ymax Is Weight + Se), Width Is .2)</code></pre> </div> <div> <p><span Id="fig:FIG-ANNOTATE-ERRORBAR-BASIC"><img onerror="this.src='https://siliconvalleygazette.com/wp-content/uploads/2021/09/1pixel.jpg'" Alt="Error Bars On The Dashboard (left); On The Line Chart (right)" Src="R-Graphics-Cookbook-2e_files/figure-html/FIG-ANNOTATE-ERRORBAR -BASIC-1.png" ><img onerror="this.src='https://siliconvalleygazette.com/wp-content/uploads/2021/09/1pixel.jpg'" Alt="Bugs On The Bars On The Bar Street (left); On A Line Chart (right)" Src="R-Graphics-Cookbook-2e_files/figure-html/FIG-ANNOTATE-ERRORBAR-BASIC-2.png"> </p> <p>Figure 7.14: Guide Rails On A Rod Guide (left); On A Line Chart (right)</p> </div> </div> <div> <h3>Talk<span class="ez-toc-section-end"></span></h3> <p>In this example, the data already has values bound to the standard error (<code>se</code>) that we will use for the error strings (they also have values for the difference, standard <code>sd</code>, but we don’t use it here):</p> <div><img decoding="async" onerror="this.src='https://siliconvalleygazette.com/wp-content/uploads/2021/09/1pixel.jpg'" src="https://i.stack.imgur.com/iAtEX.png" style="margin-top:20px; margin-bottom:20px; display: block; margin: 0 auto;" alt="r stacked barplot error bars"></p> <pre><code> ce_mod #> Sort date Weight sd n se #> specifically c39 d16 3.18 0.9566144 ten 0.30250803 #> 2 c39 d20 2.80 0.2788867 10 0.08819171 #> 3 c39 d21 2.74 0.9834181 10 0.31098410</code></pre> </div> <p>To get the values for <code>ymax</code> and <code>ymin</code> we stole the y variable and <code>weight</code> added/subtracted <code> se </code> .</p> <p>We have also specified the width of the error bars, with the <code>width being 0.2</code>. Your best bet is to play around with this to find a value that looks fancy. If you don’t set a height, the error bars will be very large and cover all the space between elements on the x-axis.</p> <p>For a bar chart with column groups, the real it is necessary to bypass the error bars; otherwise, they will have the correct x-coordinate and will not match the rebars. (See recipe 3.2 for more on dodge groups and water spots.)</p> <p>This time we will work with full data <code>cabbage_exp</code>:</p> <div> <pre><code> kohl_exp #> Sort date Weight sd n se #> 1 c39 d16 3.18 0.9566144 ten 0.30250803 #> 2 c39 d20 2.80 0.2788867 10 0.08819171 #> many c39 d21 2.74 0.9834181 10 0.31098410 #> 9 C52 d16 2.26 0.4452215 ten 0.14079141 #> 5 c52 d20 3.11 0.7908505 10 0.25008887 #> 6 c52 d2 . 1.47 0.2110819 10 0.06674995</code></pre> </div> <p>The default evasion width for <code>geom_bar()</code> is 0.9, you also need to make a mistake in the bars to get the same width evaded. By default, if your company does not respect the specified evasion width, it also evades by the width of the error lanes, which is usually less than the width of discos (Fig. 7.15):</p> <div> <pre><code> .# .Bad: .dodge .width .unspecified .ggplot(kohl_exp, .aes(x .= .date, .y .= .weight, .fill .= .sort)) .+ . : .geom_col(position .= .= "evasion") .+ . . .geom_errorbar(aes(ymin .is equals .Weight .- .se, .ymax .= .Weight .+ .se), . . . . -- . . . . . . . . . . . .position .= "dodge", .distance .= ..2) # Good: The dodge circle is set to be the same as the pole size (0.9) ggplot(cabbage_exp, aes(x = date, y = v c, fill = sort)) + geom_col(position implies "dodge") + geom_errorbar(aes(ymin is Weight - se, ymax = Weight + se), position = position_dodge(0.9), measure = .2)</code></pre> </div> <div> <p><span id="fig:FIG-ANNOTATE-ERRORBAR-GROUP-BAR"><img decoding="async" onerror="this.src='https://siliconvalleygazette.com/wp-content/uploads/2021/09/1pixel.jpg'" bar alt="Solid Clustered Histogram Crash with no default transition width (left); with default transition width (right)" src="R-Graphics-Cookbook-2e_files/figure-html /FIG-ANNOTATE-ERRORBAR -GROUP - BAR -1.png"><img decoding="async" onerror="this.src='https://siliconvalleygazette.com/wp-content/uploads/2021/09/1pixel.jpg'" taverns alt="Failed to execute grouped panel without specified gap width (left); with specified gap width (right)" src="R-Graphics-Cookbook-2e_files/figure - html/ FIG -ANNOTATE-ERRORBAR-GROUP-BAR-2.png"></p> <p>Figure 7.15: Error stretched on a clustered histogram with no avoidance width specified (left); identified with siding width (right)</p> </div> <p><block quote><br /><img decoding="async" onerror="this.src='https://siliconvalleygazette.com/wp-content/uploads/2021/09/1pixel.jpg'" src="/posts/r-stacked-barplot-error-bars.jpg" style="margin-top:20px; margin-bottom:20px; width: 50%; height: auto; display: block; margin: 0 auto;" alt="r stacked barplot error bars"></p> <p>Note</p> <p></p> <div style="box-shadow: rgba(60, 64, 67, 0.3) 0px 1px 2px 0px, rgba(60, 64, 67, 0.15) 0px 1px 3px 1px;padding:20px 10px 20px 10px;"> <p><h2 id="3"><span class="ez-toc-section" id="What_do_the_error_bars_mean_in_a_barplot"></span>What do the error bars mean in a barplot?<span class="ez-toc-section-end"></span></h2> <p>Error bars give the final general idea of the accuracy of an absolute measurement, or, conversely, how strongly a reliable (error-free) value can depend on a given value. If the value displayed in your new bar chart is the result of a location (for example, the average of various data points), you might want to display error bars.</p> </div> <p>Note that in the first version we used <code>position equals "dodge"</code> which is shorthand for <code>position for equals position_dodge()</code>. To summarize a particular value, we need to transform it, as in <code>position_dodge(0.9)</code>.</p> </blockquote> <p>For line plots, where the error bars differ in color from the lines and dots, one has to draw the bars firsterrors and place them under the points as well as under the lines. Otherwise, error bars will be drawn as dots with lines that look wrong.</p> </p> <a href="https://link.advancedsystemrepairpro.com/d7b96561?clickId=siliconvalleygazette.com" target="_blank" rel="nofollow"> Improve the speed of your computer today by downloading this software - it will fix your PC problems. </a> </p> <p><a href="https://siliconvalleygazette.com/pt/melhor-maneira-de-alterar-as-barras-de-erro-em-histogramas-empilhados/" class="translate">Melhor Maneira De Alterar As Barras De Erro Em Histogramas Empilhados</a><br /> <a href="https://siliconvalleygazette.com/sv/basta-sattet-att-hantera-felstaplar-i-staplade-histogram/" class="translate">Bästa Sättet Att Hantera Felstaplar I Staplade Histogram</a><br /> <a href="https://siliconvalleygazette.com/ru/%d0%bb%d1%83%d1%87%d1%88%d0%b8%d0%b9-%d1%81%d0%bf%d0%be%d1%81%d0%be%d0%b1-%d0%b8%d1%81%d0%bf%d1%80%d0%b0%d0%b2%d0%b8%d1%82%d1%8c-%d0%be%d1%88%d0%b8%d0%b1%d0%ba%d0%b8-%d0%b2-%d0%b3%d0%b8%d1%81%d1%82/" class="translate">Лучший способ исправить ошибки в гистограммах с накоплением</a><br /> <a href="https://siliconvalleygazette.com/fr/meilleur-moyen-de-corriger-les-barres-derreur-dans-les-histogrammes-places/" class="translate">Meilleur Moyen De Corriger Les Barres D’erreur Dans Les Histogrammes Placés</a><br /> <a href="https://siliconvalleygazette.com/de/bester-weg-zur-verbesserung-von-fehlerbalken-in-gestapelten-histogrammen/" class="translate">Bester Weg Zur Verbesserung Von Fehlerbalken In Gestapelten Histogrammen</a><br /> <a href="https://siliconvalleygazette.com/nl/beste-medium-om-foutbalken-in-opgestapelde-histogrammen-op-te-lossen/" class="translate">Beste Medium Om Foutbalken In Opgestapelde Histogrammen Op Te Lossen</a><br /> <a href="https://siliconvalleygazette.com/it/il-modo-migliore-per-correggere-le-barre-di-errore-negli-istogrammi-sovrapposti/" class="translate">Il Modo Migliore Per Correggere Le Barre Di Errore Negli Istogrammi Sovrapposti</a><br /> <a href="https://siliconvalleygazette.com/ko/%eb%88%84%ec%a0%81-%ed%9e%88%ec%8a%a4%ed%86%a0%ea%b7%b8%eb%9e%a8%ec%97%90%ec%84%9c-%ec%98%a4%ec%b0%a8-%eb%a7%89%eb%8c%80%eb%a5%bc-%ec%b2%a8%eb%b6%80%ed%95%98%eb%8a%94-%ea%b0%80%ec%9e%a5-%ec%a2%8b/" class="translate">누적 히스토그램에서 오차 막대를 첨부하는 가장 좋은 방법</a><br /> <a href="https://siliconvalleygazette.com/es/la-mejor-manera-de-corregir-muescas-de-error-en-histogramas-apilados/" class="translate">La Mejor Manera De Corregir Muescas De Error En Histogramas Apilados</a><br /> <a href="https://siliconvalleygazette.com/pl/najlepsza-strategia-naprawiania-slupkow-bledow-w-skumulowanych-histogramach/" class="translate">Najlepsza Strategia Naprawiania Słupków Błędów W Skumulowanych Histogramach</a></p> <div class="saboxplugin-wrap" itemtype="http://schema.org/Person" itemscope itemprop="author"><div class="saboxplugin-tab"><div class="saboxplugin-gravatar"><img decoding="async" src="https://siliconvalleygazette.com/wp-content/uploads/elijahkranewitter.jpg" width="100" height="100" alt="Elijah Kranewitter" itemprop="image"></div><div class="saboxplugin-authorname"><a href="https://siliconvalleygazette.com/author/elijahkranewitter/" class="vcard author" rel="author"><span class="fn">Elijah Kranewitter</span></a></div><div class="saboxplugin-desc"><div itemprop="description"></div></div><div class="clearfix"></div></div></div><div class='yarpp yarpp-related yarpp-related-website yarpp-template-thumbnails'>  <h3>Related posts:</h3> <div class="yarpp-thumbnails-horizontal"> <a class='yarpp-thumbnail' rel='norewrite' href='https://siliconvalleygazette.com/en/powerpoint-custom-error-bars/' title='PowerPoint Custom Error Bars? 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