diff --git a/Modules/Chart/include/QmitkChartWidget.h b/Modules/Chart/include/QmitkChartWidget.h
index 2638649dd5..b62c8b0737 100644
--- a/Modules/Chart/include/QmitkChartWidget.h
+++ b/Modules/Chart/include/QmitkChartWidget.h
@@ -1,253 +1,253 @@
 /*===================================================================
 
 The Medical Imaging Interaction Toolkit (MITK)
 
 Copyright (c) German Cancer Research Center,
 Division of Medical and Biological Informatics.
 All rights reserved.
 
 This software is distributed WITHOUT ANY WARRANTY; without
 even the implied warranty of MERCHANTABILITY or FITNESS FOR
 A PARTICULAR PURPOSE.
 
 See LICENSE.txt or http://www.mitk.org for details.
 
 ===================================================================*/
 #ifndef QmitkC3jsWidget_h
 #define QmitkC3jsWidget_h
 
 #include <map>
 #include <memory>
 #include <QWidget>
 
 #include <MitkChartExports.h>
 
 /*!
 \brief QmitkChartWidget is a widget to display various charts based on the javascript chart library C3js.
 * \details Data is added via AddData1D() or AddData2D().\n
 * There can be multiple charts (of different types with different properties) created by calling AddData1D or AddData2D multiple times.\n\n
 * The following chart types are supported:
 * * line chart: http://c3js.org/samples/simple_multiple.html
 * * bar chart: http://c3js.org/samples/chart_bar.html
 * * spline chart: http://c3js.org/samples/chart_spline.html
 * * pie chart: http://c3js.org/samples/chart_pie.html
 * * scatter chart: http://c3js.org/samples/chart_scatter.html
 * * area chart: http://c3js.org/samples/chart_area.html
 * * area spline chart: http://c3js.org/samples/chart_area.html
 *
 * Technical details: The javascript code is embedded in a QWebEngineView. The actual js code is implemented in resource\Chart.js.
 * \sa http://c3js.org for further information about the used javaScript library.
 * \ingroup Modules/Chart
 */
 class MITKCHART_EXPORT QmitkChartWidget : public QWidget
 {
   Q_OBJECT
 
 public:
   /*!
   * \brief enum of diagram types.
   */
   enum class ChartType {
     bar, /*!< bar chart, see http://c3js.org/samples/chart_bar.html */
     line, /*!< line chart, see http://c3js.org/samples/simple_multiple.html */
     spline, /*!< spline chart (smoothed line chart), see http://c3js.org/samples/chart_spline.html */
     pie, /*!< pie chart, see http://c3js.org/samples/chart_pie.html*/
     area, /*!< area chart, see http://c3js.org/samples/chart_area.html*/
     area_spline, /*!< area-spline chart, see http://c3js.org/samples/chart_area.html*/
     scatter /*!< scatter chart, see http://c3js.org/samples/chart_scatter.html*/
   };
   /*!
   * \brief enum of chart style (modifies background and line color).
   */
   enum class ChartStyle {
     darkstyle, /*!< background color: dark gray, line color: blue */
     lightstyle /*!< background color: white, line color: blue */
   };
   enum class LineStyle {
     solid,
     dashed
   };
   enum class AxisScale {
     linear,
     log
   };
 
   /*!
   * \brief enum of legend position.
   * See http://c3js.org/reference.html#legend-position
   */
   enum class LegendPosition {
     bottomMiddle,
     bottomRight,
     topRight,
     topLeft,
     middleRight
   };
 
   explicit QmitkChartWidget(QWidget* parent = nullptr);
   //for UnitTests
   explicit QmitkChartWidget(QWidget *parent, bool unitTest);
   ~QmitkChartWidget() override;
 
   /*!
   * \brief Adds 1D data to the widget
   * \details internally, the list is converted to a map with increasing integers keys starting at 0.
   * \param label the name of the data that is also used as identifier.
   * \param chartType the chart type that should be used for this data entry
   * \note the data can be cleared with ClearDiagram()
   * \note If the label name already exists, the name is replaced with a unique one by concatenating numbers to it.
   * \warning Pie chart is significantly different than the other chart types. Here, the data given by AddData1D is summed. Each entry represents a different category.
   */
   void AddData1D(const std::vector<double>& data1D, const std::string& label, ChartType chartType = ChartType::bar);
 
   /*!
   * \brief Adds 2D data to the widget. Call repeatedly for displaying multiple charts.
   * \details each entry represents a data point: key: value --> x-value: y-value.
   * \param label the name of the data that is also used as identifier.
   * \param chartType the chart type that should be used for this data entry
   * \note the data can be cleared with ClearDiagram()
   * \note If the label name already exists, the name is replaced with a unique one by concatenating numbers to it.
   * \warning Pie chart is significantly different than the other chart types. Here, the data given by AddData1D is summed. Each entry represents a different category.
   */
   void AddData2D(const std::map<double, double> &data2D,
                  const std::string &label,
                  ChartType chartType = ChartType::bar);
 
   /*!
   * \brief Removes data from the widget, works for 1D and 2D Data
   * \param label the name of the data that is also used as identifier.
   * \note All data can be cleared with ClearDiagram()
   * \throws Invalid Argument Exception when the label cannot be found
   */
   void RemoveData(const std::string& label);
 
   /*!
   * \brief Sets the color of one data entry (identifier is previously assigned label)
   * \details the color name can be "red" or a hex number (#FF0000).
   * \warning Either define all data entries with a color or no data entry. If a mixed approach is used,
   * C3 choses the color of the data entry (that could be the same as a user defined color).
   * \note If an unknown label is given, nothing happens.
   *  \sa https://www.w3schools.com/cssref/css_colors.asp
   */
   void SetColor(const std::string& label, const std::string& colorName);
 
   /*!
   * \brief Sets the line style of one data entry (identifier is previously assigned label)
   * \details two line styles are possible: LineStyle::solid and LineStyle::dashed.
   * The default line style is solid.
   * \note If an unknown label is given, nothing happens.
   *  \warning only sets the line style if the current chart type is ChartType::line.
   *  However, the line style remains also if the chart changes (e.g. new chart type)
   */
   void SetLineStyle(const std::string& label, LineStyle style);
 
   /*!
   * \brief Sets the axis scale to either linear (default) or logarithmic.
   */
   void SetYAxisScale(AxisScale scale);
 
   void SetXAxisLabel(const std::string& label);
 
   void SetYAxisLabel(const std::string& label);
   /*!
   * \brief Sets a title for the chart.
   */
   void SetTitle(const std::string &title);
 
   /*!
   * \brief Changes the chart type for all data entries and reloads the chart
   */
   void SetChartTypeForAllDataAndReload(ChartType type);
   /*!
   * \brief Sets the chart type for a data entry
   * \details for available types, see ChartType
   * \note If an unknown label is given, nothing happens.
   * \warning Pie chart is significantly different than the other chart types. Here, the data given by AddData1D is summed. Each entry represents a different category.
   * \sa DiagramType for available types
   */
   void SetChartType(const std::string& label, ChartType type);
 
-  void SetErrorBars(const std::string &label, const std::vector<double> &error);
+  void SetErrorBars(const std::string &label, const std::vector<double> &errorPlus, const std::vector<double>& errorMinus = std::vector<double>());
 
   /*!
   * \brief Sets the legend position.
   * \details Default position is bottom.
   * \sa LegendPosition for available types
   */
   void SetLegendPosition(LegendPosition position);
 
   void SetShowLegend(bool show);
 
   void SetStackedData(bool stacked);
 
   /*!
   * \brief Displays the chart in the widget
   * \param showSubChart if a subchart is displayed inside the widget or not (see http://c3js.org/samples/options_subchart.html).
   * \exception if no data has been provided (\sa AddData1D AddData2D)
   */
   void Show(bool showSubChart=false);
 
   /*!
   * \brief Either displays the dataPoints or not
   * \param showDataPoints if dataPoints are displayed inside the widget or not.
   * \details: example for not showing points: http://c3js.org/samples/point_show.html
   * example for showing the points: http://c3js.org/samples/simple_multiple.html
   */
   void SetShowDataPoints(bool showDataPoints);
 
   /*!
   * \brief Clears all data inside and resets the widget.
   */
   void Clear();
 
   /*!
   * \brief Changes the theme of the widget.
   */
   void SetTheme(ChartStyle themeEnabled);
 
   /*!
   * \brief Sets whether the subchart shall be shown.
   * \details Changes the state of the current chart object. Needs to be reloaded with Reload() to display changes.
   * \param showSubChart if a subchart is displayed inside the widget or not.
   */
   void SetShowSubchart(bool showSubChart);
 
   /*!
    * \brief Sets whether the error bars shall be shown.
    * \details Changes the state of the current chart object. Needs to be reloaded with Reload() to display changes.
    * \param showErrorBars if error bars are displayed or not.
    */
   void SetShowErrorBars(bool showErrorBars);
 
   /*!
    * \brief Reloads the chart in the widget
    * \details reloading may be needed to display added data in an existing chart
    */
   void Reload();
 
   QSize sizeHint() const override;
 
 public slots:
   void OnLoadFinished(bool isLoadSuccessful);
 
 signals:
   void PageSuccessfullyLoaded();
 
 private:
 
   QString convertBooleanValue(bool value) {
     if (value)
     {
       return "true";
     }
     else
     {
       return "false";
     }
   }
 
   class Impl;
   std::unique_ptr<Impl> m_Impl;
 };
 
 #endif
diff --git a/Modules/Chart/include/QmitkChartxyData.h b/Modules/Chart/include/QmitkChartxyData.h
index 827acd5f72..2eaa5d67b6 100644
--- a/Modules/Chart/include/QmitkChartxyData.h
+++ b/Modules/Chart/include/QmitkChartxyData.h
@@ -1,91 +1,96 @@
 /*===================================================================
 
 The Medical Imaging Interaction Toolkit (MITK)
 
 Copyright (c) German Cancer Research Center,
 Division of Medical and Biological Informatics.
 All rights reserved.
 
 This software is distributed WITHOUT ANY WARRANTY; without
 even the implied warranty of MERCHANTABILITY or FITNESS FOR
 A PARTICULAR PURPOSE.
 
 See LICENSE.txt or http://www.mitk.org for details.
 
 ===================================================================*/
 
 #ifndef QmitkC3xyData_h
 #define QmitkC3xyData_h
 
 #include <QVariant>
 
 /** /brief This class holds the actual data for the chart generation with C3.
 * data can be loaded in constructor directly or with SetData
 * It is derived from QObject, because we need Q_PROPERTIES to send Data via QWebChannel to JavaScript.
 */
 class QmitkChartxyData : public QObject
 {
   Q_OBJECT
 
   Q_PROPERTY(QList<QVariant> m_YData READ GetYData WRITE SetYData NOTIFY SignalYDataChanged);
   Q_PROPERTY(QList<QVariant> m_XData READ GetXData WRITE SetXData NOTIFY SignalXDataChanged);
-  Q_PROPERTY(QList<QVariant> m_ErrorData READ GetErrorData WRITE SetErrorData NOTIFY SignalErrorDataChanged);
+  Q_PROPERTY(QList<QVariant> m_ErrorDataPlus READ GetErrorDataPlus WRITE SetErrorDataPlus NOTIFY SignalErrorDataChanged);
+  Q_PROPERTY(QList<QVariant> m_ErrorDataMinus READ GetErrorDataMinus WRITE SetErrorDataMinus NOTIFY SignalErrorDataChanged);
   Q_PROPERTY(QVariant m_ChartType READ GetChartType WRITE SetChartType NOTIFY SignalDiagramTypeChanged);
   Q_PROPERTY(QVariant m_Color READ GetColor WRITE SetColor NOTIFY SignalColorChanged);
   Q_PROPERTY(QVariant m_Label READ GetLabel WRITE SetLabel NOTIFY SignalLabelChanged);
   Q_PROPERTY(QVariant m_LineStyleName READ GetLineStyle WRITE SetLineStyle NOTIFY SignalLineStyleChanged);
 
 public:
   explicit QmitkChartxyData(const QMap<QVariant, QVariant>& data, const QVariant& label, const QVariant& diagramType); //Constructor for Data2D (x:y=1:2, 2:6, 3:7)
 
   void SetData(const QMap<QVariant, QVariant>& data);
 
   Q_INVOKABLE QList<QVariant> GetYData() const { return m_YData; };
   Q_INVOKABLE void SetYData(const QList<QVariant>& yData) { m_YData =yData; };
 
   Q_INVOKABLE QList<QVariant> GetXData() const { return m_XData; };
   Q_INVOKABLE void SetXData(const QList<QVariant>& xData) { m_XData =xData; };
 
-  Q_INVOKABLE QList<QVariant> GetErrorData() const { return m_ErrorData; };
-  Q_INVOKABLE void SetErrorData(const QList<QVariant> &errorData) { m_ErrorData = errorData; };
+  Q_INVOKABLE QList<QVariant> GetErrorDataPlus() const { return m_ErrorDataPlus; };
+  Q_INVOKABLE void SetErrorDataPlus(const QList<QVariant> &errorData) { m_ErrorDataPlus = errorData; };
+
+  Q_INVOKABLE QList<QVariant> GetErrorDataMinus() const { return m_ErrorDataMinus; };
+  Q_INVOKABLE void SetErrorDataMinus(const QList<QVariant> &errorData) { m_ErrorDataMinus = errorData; };
 
   Q_INVOKABLE QVariant GetChartType() const { return m_ChartType; };
   Q_INVOKABLE void SetChartType(const QVariant& chartType) { m_ChartType = chartType; };
 
   Q_INVOKABLE QVariant GetLabel() const { return m_Label; };
   Q_INVOKABLE void SetLabel(const QVariant& label) { m_Label = label; };
 
   Q_INVOKABLE QVariant GetColor() const { return m_Color; };
   Q_INVOKABLE void SetColor(const QVariant& color) { m_Color = color; };
 
   Q_INVOKABLE QVariant GetLineStyle() const { return m_LineStyleName; };
   Q_INVOKABLE void SetLineStyle(const QVariant& lineStyle) { m_LineStyleName = lineStyle; };
 
   
   /**
   * \brief Clears the Data.
   *
   * This function clears the data.
   */
   void ClearData();
 
 signals:
   void SignalYDataChanged(const QList<QVariant> yData);
   void SignalXDataChanged(const QList<QVariant> xData);
   void SignalErrorDataChanged(const QList<QVariant> errorData);
   void SignalDiagramTypeChanged(const QVariant diagramType);
   void SignalColorChanged(const QVariant color);
   void SignalLabelChanged(const QVariant label);
   void SignalLineStyleChanged(const QVariant lineStyle);
 
 private:
   QList<QVariant>  m_YData;
   QList<QVariant>  m_XData;
-  QList<QVariant>  m_ErrorData;
+  QList<QVariant>  m_ErrorDataPlus;
+  QList<QVariant>  m_ErrorDataMinus;
   QVariant         m_Label;
   QVariant         m_ChartType;
   QVariant         m_Color;
   QVariant         m_LineStyleName;
 };
 
 #endif  //QmitkC3xyData_h
diff --git a/Modules/Chart/resource/Chart.js b/Modules/Chart/resource/Chart.js
index b20d470c48..9d27f0ac1a 100644
--- a/Modules/Chart/resource/Chart.js
+++ b/Modules/Chart/resource/Chart.js
@@ -1,274 +1,291 @@
 document.body.style.backgroundColor = 'rgb(240, 240, 240)';
 
 const minHeight = 255;
 var chart;
 
 var chartData;
-var errorValues=[];
+var errorValuesPlus=[];
+var errorValuesMinus=[];
 var xValues=[];
 var yValues=[];
 var dataLabels=[];
 var xs = {};
 
 var dataColors = {};
 var chartTypes = {};
 var lineStyle = {};
 
 var dataProperties = {};
 
 // Important loading function. This will be executed at first in this whole script.
 // Fetching data from QWebChannel and storing them for display purposes.
 window.onload = function()
 {
   initHeight();
 
   new QWebChannel(qt.webChannelTransport, function(channel) {
     chartData = channel.objects.chartData;
 
     let count = 0;
     for(let propertyName in channel.objects) {
     if (propertyName != 'chartData')
     {
         let xDataTemp = channel.objects[propertyName].m_XData;
         let yDataTemp = channel.objects[propertyName].m_YData;
-	      let errorsTemp = channel.objects[propertyName].m_ErrorData;
+	      let errorsTempPlus = channel.objects[propertyName].m_ErrorDataPlus;
+		  let errorsTempMinus = channel.objects[propertyName].m_ErrorDataMinus;
         let dataLabel = channel.objects[propertyName].m_Label;
         dataLabels.push(dataLabel);
 
         console.log("loading datalabel: "+dataLabel);
 
         //add label to x array
         xDataTemp.unshift('x'+count.toString())
         xs[dataLabel] = 'x' + count.toString()
 
         xDataTemp.push(null); //append null value, to make sure the last tick on x-axis is displayed correctly
         yDataTemp.unshift(dataLabel)
         yDataTemp.push(null); //append null value, to make sure the last tick on y-axis is displayed correctly
 
         xValues[count] = xDataTemp
         yValues[count] = yDataTemp
-        errorValues[count] = errorsTemp;
+        errorValuesPlus[count] = errorsTempPlus;
+		errorValuesMinus[count] = errorsTempMinus;
+		
 
         let tempLineStyle = '';
 
         if (channel.objects[propertyName].m_LineStyleName == "solid")
   			{
   			  tempLineStyle = ''
   			}
   			else
   			{
   			  tempLineStyle = { 'style': 'dashed' }
   			}
 
         dataProperties[dataLabel] = {
             "color" : channel.objects[propertyName].m_Color,
             "chartType": channel.objects[propertyName].m_ChartType,
             "style": tempLineStyle
         }
 
   			count++;
   		}
   	}
 
     generateChart(chartData);
 
   });
 }
 
 /**
  * Inits the height of the chart element to 90% of the full window height.
  */
 function initHeight() {
   var size = window.innerHeight-(window.innerHeight/100*10); //subtract 10% of height to hide vertical scrool bar
   let chart = document.getElementById("chart");
   chart.style.height = `${size}px`;
 }
 
 function getPlotlyChartType(inputType){
   let plotlyType = "";
   if (inputType == "line"){
     plotlyType = "scatter";
   } else if (inputType == "bar"){
     plotlyType = "bar";
   }
   return plotlyType;
 }
 
 /**
  * Generate error bars object
  *
  * @param {array} errors - contains error bar values
  * @return error bar object
  */
 function generateErrorBars(errors, visible){
 	let errorObject = {
 	  type: 'data',
 	  array: errors,
 	  visible: visible
 	}
 
 	return errorObject;
 }
 
+function generateErrorBarsAsymmetric(errorsPlus, errorsMinus, visible){
+	let errorObject = generateErrorBars(errorsPlus, visible);
+	errorObject["arrayminus"] = errorsMinus;
+	errorObject["symmetric"] = false;
+	
+	return errorObject;
+}
+
 function generateLineOptions(options){
   return {
     color : options.color
   }
 }
 
 /**
  * Here, the chart magic takes place. Plot.ly is called.
  *
  * @param {object} chartData - containing the options for plotting, not the actual values
  */
 function generateChart(chartData)
 {
   console.log("generate chart");
 	if (chartData == undefined)
 	{
 		chartData = {}
 	}
 
 	if (dataLabels == undefined)
 	{
     dataLabels = []
 	}
 
   //=============================== DATA ========================
   let data = [];
 
   for (let index = 0; index < dataLabels.length; index++){
 
     let inputType = dataProperties[dataLabels[index]]["chartType"];
     let chartType = getPlotlyChartType(inputType);
 
     let trace = {
       x: xValues[index].slice(1),
       y: yValues[index].slice(1),
       type: chartType,
       name: dataLabels[index]
     };
 
-	  if(typeof errorValues[index] !== 'undefined'){
-		  trace["error_y"] = generateErrorBars(errorValues[index], chartData.m_ShowErrorBars);
+	  if(typeof errorValuesPlus[index] !== 'undefined'){
+		  if(typeof errorValuesMinus[index] !== 'undefined' && errorValuesMinus[index].length > 0)
+		  {
+			trace["error_y"] = generateErrorBarsAsymmetric(errorValuesPlus[index], errorValuesMinus[index], chartData.m_ShowErrorBars);
+		  }else{
+			trace["error_y"] = generateErrorBars(errorValuesPlus[index], chartData.m_ShowErrorBars);
+		  }
 	  }
 
     if (dataProperties[dataLabels[index]]["style"] == "dashed"){
       trace["line"]["dash"] = "dot"
     }
 
     // ===================== CHART TYPE OPTIONS HANDLING ===========
     if (chartType == "scatter"){
       trace["line"] = generateLineOptions(dataProperties[dataLabels][index]["color"])
     }
 
     data.push(trace)
   }
 
   //=============================== STYLE ========================
   let marginTop = chartData.m_diagramTitle == undefined ? 10 : 50;
 
   if (chartData.m_LegendPosition == "bottomMiddle"){
 	  var legendX = 0.5;
 	  var legendY = -0.75;
   }
   else if (chartData.m_LegendPosition == "bottomRight"){
 	  var legendX = 1;
 	  var legendY = 0;
   }
   else if (chartData.m_LegendPosition == "topRight"){
 	  var legendX = 1;
 	  var legendY = 1;
   }
   else if (chartData.m_LegendPosition == "topLeft"){
 	  var legendX = 0;
 	  var legendY = 1;
   }
   else if (chartData.m_LegendPosition == "middleRight"){
 	  var legendX = 1;
 	  var legendY = 0.5;
   }
   var layout = {
     title: chartData.m_diagramTitle,
     xaxis: {
       title: chartData.m_xAxisLabel
     },
     yaxis: {
       title: chartData.m_yAxisLabel
     },
     margin: {
       l: 50,
       r: 10,
       b: 50,
       t: marginTop,
       pad: 4
     },
 	showlegend: chartData.m_ShowLegend,
 	legend: {
 		x: legendX,
 		y: legendY
 	}
   };
 
   if (chartData.m_YAxisScale){
       layout.yaxis["type"] = "log"
   }
 
   if (chartData.m_ShowSubchart){
     layout.xaxis.rangeslider = {}; // adds range slider below x axis
   }
 
   Plotly.newPlot('chart', data, layout, {displayModeBar: false, responsive: true});
 }
 
 /**
  * Change theme of chart.
  *
  * @param {string} color - dark or not dark
  */
 function changeTheme(color) {
 link = document.getElementsByTagName("link")[0];
   if (color == 'dark') {
     link.href = "Chart_dark.css";
   }
   else
   {
     link.href = "Chart.css";
   }
 };
 
 function Reload(){
   console.log("Reload chart");
   generateChart(chartData);
 }
 
 function SetShowSubchart(showSubchart)
 {
   chartData.m_ShowSubchart = showSubchart;
 }
 
 function SetStackDataString(stackDataString)
 {
   chartData.m_StackedData = stackDataString;
 }
 
 function SetShowErrorBars(showErrorBars)
 {
   chartData.m_ShowErrorBars = showErrorBars;
 }
 /**
  * Transforms the view to another chart type.
  *
  * This method is called by C++. Changes on signature with caution.
  * @param {string} transformTo - 'line' or 'bar'
  */
 function transformView(transformTo) {
   console.log("transform view");
   console.log(transformTo);
 
   dataProperties[dataLabels[0]]["chartType"] = transformTo; // preserve chartType for later updates
   let plotlyType = getPlotlyChartType(transformTo);
   let chart = document.getElementById("chart");
   let update = {type : plotlyType}
   Plotly.restyle(chart, update, 0); // updates the given plotly trace at index 0 with an update object built of a standard trace object
 };
diff --git a/Modules/Chart/src/QmitkChartWidget.cpp b/Modules/Chart/src/QmitkChartWidget.cpp
index d0e5890b64..0a01aa6a2a 100644
--- a/Modules/Chart/src/QmitkChartWidget.cpp
+++ b/Modules/Chart/src/QmitkChartWidget.cpp
@@ -1,583 +1,588 @@
 /*===================================================================
 
 The Medical Imaging Interaction Toolkit (MITK)
 
 Copyright (c) German Cancer Research Center,
 Division of Medical and Biological Informatics.
 All rights reserved.
 
 This software is distributed WITHOUT ANY WARRANTY; without
 even the implied warranty of MERCHANTABILITY or FITNESS FOR
 A PARTICULAR PURPOSE.
 
 See LICENSE.txt or http://www.mitk.org for details.
 
 ===================================================================*/
 
 #include <regex>
 
 #include <QGridLayout>
 #include <QWebChannel>
 #include <QWebEngineSettings>
 #include <QWebEngineView>
 #include <QmitkChartWidget.h>
 
 #include "mitkExceptionMacro.h"
 #include <QmitkChartData.h>
 #include <QmitkChartxyData.h>
 
 class CustomPage : public QWebEnginePage
 {
 public:
   CustomPage(QObject *parent = 0) : QWebEnginePage(parent) {}
   virtual void javaScriptConsoleMessage(JavaScriptConsoleMessageLevel /*level*/,
                                         const QString &message,
                                         int lineNumber,
                                         const QString & /*sourceID*/)
   {
     MITK_INFO << "JS > " << lineNumber << ": " << message.toStdString();
   }
 };
 
 class QmitkChartWidget::Impl final
 {
 public:
   explicit Impl(QWidget *parent);
   ~Impl();
 
   Impl(const Impl &) = delete;
   Impl &operator=(const Impl &) = delete;
 
   void AddData1D(const std::vector<double> &data1D, const std::string &label, QmitkChartWidget::ChartType chartType);
   void AddData2D(const std::map<double, double> &data2D,
                  const std::string &label,
                  QmitkChartWidget::ChartType chartType);
 
   void RemoveData(const std::string &label);
 
   void ClearData();
 
   void SetColor(const std::string &label, const std::string &colorName);
   void SetLineStyle(const std::string &label, LineStyle style);
 
   void SetYAxisScale(AxisScale scale);
 
   void SetXAxisLabel(const std::string &label);
 
   void SetYAxisLabel(const std::string &label);
 
   void SetTitle(const std::string &title);
 
-  void SetErrorBars(const std::string &label, const std::vector<double> &error);
+  void SetErrorBars(const std::string &label, const std::vector<double> &errorPlus, const std::vector<double>& errorMinus = std::vector<double>());
   void SetChartType(QmitkChartWidget::ChartType chartType);
   void SetLegendPosition(LegendPosition position);
   void SetChartTypeByLabel(const std::string &label, QmitkChartWidget::ChartType chartType);
 
   void Show(bool showSubChart);
 
   void SetShowLegend(bool show);
   void SetShowErrorBars(bool show);
 
   void SetShowDataPoints(bool showDataPoints = false);
 
   void SetChartType(const std::string &label, QmitkChartWidget::ChartType chartType);
 
   std::string ConvertChartTypeToString(QmitkChartWidget::ChartType chartType) const;
 
   void ClearJavaScriptChart();
   void InitializeJavaScriptChart();
   void CallJavaScriptFuntion(const QString &command);
 
   QSize sizeHint() const;
 
 private:
   using ChartxyDataVector = std::vector<std::unique_ptr<QmitkChartxyData>>;
   std::string GetUniqueLabelName(const QList<QVariant> &labelList, const std::string &label) const;
   QmitkChartxyData *GetDataElementByLabel(const std::string &label) const;
   QList<QVariant> GetDataLabels(const ChartxyDataVector &c3xyData) const;
   void MapTypes();
 
   QWebChannel *m_WebChannel;
   QWebEngineView *m_WebEngineView;
 
   QmitkChartData m_C3Data;
   ChartxyDataVector m_C3xyData;
   std::map<QmitkChartWidget::ChartType, std::string> m_ChartTypeToName;
   std::map<QmitkChartWidget::LegendPosition, std::string> m_LegendPositionToName;
   std::map<QmitkChartWidget::LineStyle, std::string> m_LineStyleToName;
   std::map<QmitkChartWidget::AxisScale, std::string> m_AxisScaleToName;
 };
 
 QmitkChartWidget::Impl::Impl(QWidget *parent)
   : m_WebChannel(new QWebChannel(parent)), m_WebEngineView(new QWebEngineView(parent))
 {
   // disable context menu for QWebEngineView
   m_WebEngineView->setContextMenuPolicy(Qt::NoContextMenu);
 
   m_WebEngineView->setPage(new CustomPage());
 
   // Set the webengineview to an initial empty page. The actual chart will be loaded once the data is calculated.
   m_WebEngineView->setUrl(QUrl(QStringLiteral("qrc:///C3js/empty.html")));
   m_WebEngineView->page()->setWebChannel(m_WebChannel);
   m_WebEngineView->settings()->setAttribute(QWebEngineSettings::FocusOnNavigationEnabled, false);
 
   connect(m_WebEngineView, SIGNAL(loadFinished(bool)), parent, SLOT(OnLoadFinished(bool)));
   auto layout = new QGridLayout(parent);
   layout->setMargin(0);
   layout->addWidget(m_WebEngineView);
   m_ChartTypeToName.emplace(ChartType::bar, "bar");
   m_ChartTypeToName.emplace(ChartType::line, "line");
   m_ChartTypeToName.emplace(ChartType::spline, "spline");
   m_ChartTypeToName.emplace(ChartType::pie, "pie");
   m_ChartTypeToName.emplace(ChartType::area, "area");
   m_ChartTypeToName.emplace(ChartType::area_spline, "area-spline");
   m_ChartTypeToName.emplace(ChartType::scatter, "scatter");
 
   m_LegendPositionToName.emplace(LegendPosition::bottomMiddle, "bottomMiddle");
   m_LegendPositionToName.emplace(LegendPosition::bottomRight, "bottomRight");
   m_LegendPositionToName.emplace(LegendPosition::topRight, "topRight");
   m_LegendPositionToName.emplace(LegendPosition::topLeft, "topLeft");
   m_LegendPositionToName.emplace(LegendPosition::middleRight, "middleRight");
 
   m_LineStyleToName.emplace(LineStyle::solid, "solid");
   m_LineStyleToName.emplace(LineStyle::dashed, "dashed");
 
   m_AxisScaleToName.emplace(AxisScale::linear, "");
   m_AxisScaleToName.emplace(AxisScale::log, "log");
 }
 
 QmitkChartWidget::Impl::~Impl() {}
 
 std::string CheckForCorrectHex(const std::string &colorName)
 {
   std::regex rgx("([A-Fa-f0-9]{6}|[A-Fa-f0-9]{3})");
   std::smatch match;
 
   if (!colorName.empty() && colorName.at(0) != '#' && std::regex_search(colorName.begin(), colorName.end(), match, rgx))
   {
     return "#" + colorName;
   }
   else
   {
     return colorName;
   }
 }
 
 void QmitkChartWidget::Impl::AddData1D(const std::vector<double> &data1D,
                                        const std::string &label,
                                        QmitkChartWidget::ChartType type)
 {
   std::map<double, double> transformedData2D;
   unsigned int count = 0;
   // transform the 1D data to 2D data
   for (const auto &ele : data1D)
   {
     transformedData2D[count] = ele;
     count++;
   }
 
   AddData2D(transformedData2D, label, type);
 }
 
 void QmitkChartWidget::Impl::AddData2D(const std::map<double, double> &data2D,
                                        const std::string &label,
                                        QmitkChartWidget::ChartType type)
 {
   QMap<QVariant, QVariant> data2DConverted;
   for (const auto &aValue : data2D)
   {
     data2DConverted.insert(aValue.first, aValue.second);
   }
   const std::string chartTypeName(m_ChartTypeToName.at(type));
 
   auto definedLabels = GetDataLabels(m_C3xyData);
   auto uniqueLabel = GetUniqueLabelName(definedLabels, label);
   if (type == ChartType::scatter)
   {
     SetShowDataPoints(true);
     MITK_INFO << "Enabling data points for all because of scatter plot";
   }
 
   m_C3xyData.push_back(std::make_unique<QmitkChartxyData>(
     data2DConverted, QVariant(QString::fromStdString(uniqueLabel)), QVariant(QString::fromStdString(chartTypeName))));
 }
 
 void QmitkChartWidget::Impl::RemoveData(const std::string &label)
 {
   for (ChartxyDataVector::iterator iter = m_C3xyData.begin(); iter != m_C3xyData.end(); ++iter)
   {
     if ((*iter)->GetLabel().toString().toStdString() == label)
     {
       m_C3xyData.erase(iter);
       return;
     }
   }
 
   throw std::invalid_argument("Cannot Remove Data because the label does not exist.");
 }
 
 void QmitkChartWidget::Impl::ClearData()
 {
   for (auto &xyData : m_C3xyData)
   {
     m_WebChannel->deregisterObject(xyData.get());
   }
   m_C3xyData.clear();
 }
 
 void QmitkChartWidget::Impl::SetColor(const std::string &label, const std::string &colorName)
 {
   auto element = GetDataElementByLabel(label);
   if (element)
   {
     auto colorChecked = CheckForCorrectHex(colorName);
     element->SetColor(QVariant(QString::fromStdString(colorChecked)));
   }
 }
 
 void QmitkChartWidget::Impl::SetLineStyle(const std::string &label, LineStyle style)
 {
   auto element = GetDataElementByLabel(label);
   // only has effect with chart type line
   if (element && element->GetChartType() == QVariant(QString::fromStdString(ConvertChartTypeToString(ChartType::line))))
   {
     const std::string lineStyleName(m_LineStyleToName.at(style));
     element->SetLineStyle(QVariant(QString::fromStdString(lineStyleName)));
   }
 }
 
 void QmitkChartWidget::Impl::SetYAxisScale(AxisScale scale)
 {
   const std::string axisScaleName(m_AxisScaleToName.at(scale));
   m_C3Data.SetYAxisScale(QString::fromStdString(axisScaleName));
 }
 
 QmitkChartxyData *QmitkChartWidget::Impl::GetDataElementByLabel(const std::string &label) const
 {
   for (const auto &qmitkChartxyData : m_C3xyData)
   {
     if (qmitkChartxyData->GetLabel().toString() == label.c_str())
     {
       return qmitkChartxyData.get();
     }
   }
   MITK_WARN << "label " << label << " not found in QmitkChartWidget";
   return nullptr;
 }
 
 QList<QVariant> QmitkChartWidget::Impl::GetDataLabels(const ChartxyDataVector &c3xyData) const
 {
   QList<QVariant> dataLabels;
   for (auto element = c3xyData.begin(); element != c3xyData.end(); ++element)
   {
     dataLabels.push_back((*element)->GetLabel());
   }
   return dataLabels;
 }
 
 void QmitkChartWidget::Impl::SetXAxisLabel(const std::string &label)
 {
   m_C3Data.SetXAxisLabel(QString::fromStdString(label));
 }
 
 void QmitkChartWidget::Impl::SetYAxisLabel(const std::string &label)
 {
   m_C3Data.SetYAxisLabel(QString::fromStdString(label));
 }
 
 void QmitkChartWidget::Impl::SetTitle(const std::string &title)
 {
   m_C3Data.SetTitle(QString::fromStdString(title));
 }
 
 void QmitkChartWidget::Impl::SetChartType(QmitkChartWidget::ChartType chartType)
 {
   for (auto iterator = m_C3xyData.begin(); iterator != m_C3xyData.end(); ++iterator)
   {
     SetChartTypeByLabel((*iterator)->GetLabel().toString().toStdString(), chartType);
   }
 
   auto chartTypeName = ConvertChartTypeToString(chartType);
   const QString command = QString::fromStdString("transformView('" + chartTypeName + "')");
   CallJavaScriptFuntion(command);
 }
 
 void QmitkChartWidget::Impl::SetChartTypeByLabel(const std::string &label, QmitkChartWidget::ChartType chartType)
 {
   auto element = GetDataElementByLabel(label);
   if (element)
   {
     if (chartType == ChartType::scatter)
     {
       SetShowDataPoints(true);
       MITK_INFO << "Enabling data points for all because of scatter plot";
     }
     auto chartTypeName = ConvertChartTypeToString(chartType);
     element->SetChartType(QVariant(QString::fromStdString(chartTypeName)));
   }
 }
 
 void QmitkChartWidget::Impl::SetLegendPosition(QmitkChartWidget::LegendPosition legendPosition)
 {
   const std::string legendPositionName(m_LegendPositionToName.at(legendPosition));
   m_C3Data.SetLegendPosition(QString::fromStdString(legendPositionName));
 }
 
 void QmitkChartWidget::Impl::Show(bool showSubChart)
 {
   if (m_C3xyData.empty())
   {
     MITK_WARN << "no data available for display in chart";
   }
   else
   {
     m_C3Data.SetAppearance(showSubChart, m_C3xyData.front()->GetChartType() == QVariant("pie"));
   }
 
     InitializeJavaScriptChart();
 }
 
 void QmitkChartWidget::Impl::SetShowLegend(bool show)
 {
   m_C3Data.SetShowLegend(show);
 }
 
 void QmitkChartWidget::Impl::SetShowErrorBars(bool show)
 {
   m_C3Data.SetShowErrorBars(show);
 }
 
-void QmitkChartWidget::SetStackedData(bool stacked) {}
-
 void QmitkChartWidget::Impl::SetShowDataPoints(bool showDataPoints)
 {
   if (showDataPoints == true)
   {
     m_C3Data.SetDataPointSize(3);
   }
   else
   {
     m_C3Data.SetDataPointSize(0);
   }
 }
 
 void QmitkChartWidget::Impl::SetChartType(const std::string &label, QmitkChartWidget::ChartType chartType)
 {
   auto element = GetDataElementByLabel(label);
   if (element)
   {
     if (chartType == ChartType::scatter)
     {
       SetShowDataPoints(true);
       MITK_INFO << "Enabling data points for all because of scatter plot";
     }
     const std::string chartTypeName(m_ChartTypeToName.at(chartType));
     element->SetChartType(QVariant(QString::fromStdString(chartTypeName)));
   }
 }
 
-void QmitkChartWidget::Impl::SetErrorBars(const std::string &label, const std::vector<double> &error)
+void QmitkChartWidget::Impl::SetErrorBars(const std::string &label, const std::vector<double> &errorPlus, const std::vector<double>& errorMinus)
 {
   auto element = GetDataElementByLabel(label);
   if (element)
   {
-    QList<QVariant> errorConverted;
-    for (const auto &aValue : error)
+    QList<QVariant> errorConvertedPlus;
+    for (const auto &aValue : errorPlus)
+    {
+      errorConvertedPlus.append(aValue);
+    }
+
+    QList<QVariant> errorConvertedMinus;
+    for (const auto &aValue : errorMinus)
     {
-      errorConverted.append(aValue);
+      errorConvertedMinus.append(aValue);
     }
 
-    element->SetErrorData(errorConverted);
+    element->SetErrorDataPlus(errorConvertedPlus);
+    element->SetErrorDataMinus(errorConvertedMinus);
   }
 }
 
 std::string QmitkChartWidget::Impl::ConvertChartTypeToString(QmitkChartWidget::ChartType chartType) const
 {
   return m_ChartTypeToName.at(chartType);
 }
 
 QSize QmitkChartWidget::Impl::sizeHint() const
 {
   return QSize(400, 300);
 }
 
 void QmitkChartWidget::Impl::CallJavaScriptFuntion(const QString &command)
 {
   m_WebEngineView->page()->runJavaScript(command);
 }
 
 void QmitkChartWidget::Impl::ClearJavaScriptChart()
 {
   m_WebEngineView->setUrl(QUrl(QStringLiteral("qrc:///C3js/empty.html")));
 }
 
 void QmitkChartWidget::Impl::InitializeJavaScriptChart()
 {
   m_WebChannel->registerObject(QStringLiteral("chartData"), &m_C3Data);
   unsigned count = 0;
   for (auto &xyData : m_C3xyData)
   {
     QString variableName = "xyData" + QString::number(count);
     m_WebChannel->registerObject(variableName, xyData.get());
     count++;
   }
 
   m_WebEngineView->load(QUrl(QStringLiteral("qrc:///C3js/QmitkChartWidget.html")));
 }
 
 std::string QmitkChartWidget::Impl::GetUniqueLabelName(const QList<QVariant> &labelList, const std::string &label) const
 {
   QString currentLabel = QString::fromStdString(label);
   int counter = 0;
   while (labelList.contains(currentLabel))
   {
     currentLabel = QString::fromStdString(label + std::to_string(counter));
     counter++;
   }
   return currentLabel.toStdString();
 }
 
 QmitkChartWidget::QmitkChartWidget(QWidget *parent) : QWidget(parent), m_Impl(new Impl(this)) {}
 
 QmitkChartWidget::~QmitkChartWidget() {}
 
 void QmitkChartWidget::AddData2D(const std::map<double, double> &data2D, const std::string &label, ChartType type)
 {
   m_Impl->AddData2D(data2D, label, type);
 }
 
 void QmitkChartWidget::SetColor(const std::string &label, const std::string &colorName)
 {
   m_Impl->SetColor(label, colorName);
 }
 
 void QmitkChartWidget::SetLineStyle(const std::string &label, LineStyle style)
 {
   m_Impl->SetLineStyle(label, style);
 }
 
 void QmitkChartWidget::SetYAxisScale(AxisScale scale)
 {
   m_Impl->SetYAxisScale(scale);
 }
 
 void QmitkChartWidget::AddData1D(const std::vector<double> &data1D, const std::string &label, ChartType type)
 {
   m_Impl->AddData1D(data1D, label, type);
 }
 
 void QmitkChartWidget::RemoveData(const std::string &label)
 {
   m_Impl->RemoveData(label);
 }
 
 void QmitkChartWidget::SetXAxisLabel(const std::string &label)
 {
   m_Impl->SetXAxisLabel(label);
 }
 
 void QmitkChartWidget::SetYAxisLabel(const std::string &label)
 {
   m_Impl->SetYAxisLabel(label);
 }
 
 void QmitkChartWidget::SetTitle(const std::string &title)
 {
   m_Impl->SetTitle(title);
 }
 
 void QmitkChartWidget::SetShowDataPoints(bool showDataPoints)
 {
   m_Impl->SetShowDataPoints(showDataPoints);
 }
 
 void QmitkChartWidget::SetChartType(const std::string &label, ChartType type)
 {
   m_Impl->SetChartType(label, type);
 }
 
-void QmitkChartWidget::SetErrorBars(const std::string &label, const std::vector<double> &error) 
+void QmitkChartWidget::SetErrorBars(const std::string &label, const std::vector<double> &errorPlus, const std::vector<double>& errorMinus) 
 {
-  m_Impl->SetErrorBars(label, error);
+  m_Impl->SetErrorBars(label, errorPlus, errorMinus);
 }
 
 void QmitkChartWidget::SetLegendPosition(LegendPosition position)
 {
   m_Impl->SetLegendPosition(position);
 }
 
 void QmitkChartWidget::SetShowLegend(bool show)
 {
   m_Impl->SetShowLegend(show);
 }
 
 void QmitkChartWidget::SetStackedData(bool stacked) {
   Q_UNUSED(stacked)  //this is a temporary solution and will be changed as soon as this method is implemented
   MITK_WARN << "not yet implemented";
 }
 
 void QmitkChartWidget::Show(bool showSubChart)
 {
   m_Impl->Show(showSubChart);
 }
 
 void QmitkChartWidget::Clear()
 {
   m_Impl->ClearData();
   m_Impl->ClearJavaScriptChart();
 }
 
 void QmitkChartWidget::OnLoadFinished(bool isLoadSuccessfull)
 {
   if (isLoadSuccessfull)
   {
     emit PageSuccessfullyLoaded();
   }
 }
 
 void QmitkChartWidget::SetChartTypeForAllDataAndReload(ChartType type)
 {
   m_Impl->SetChartType(type);
 }
 
 void QmitkChartWidget::SetTheme(ChartStyle themeEnabled)
 {
   QString command;
   if (themeEnabled == ChartStyle::darkstyle)
   {
     command = QString("changeTheme('dark')");
   }
   else
   {
     command = QString("changeTheme('light')");
   }
 
   m_Impl->CallJavaScriptFuntion(command);
 }
 
 void QmitkChartWidget::SetShowSubchart(bool showSubChart)
 {
   QString subChartString = convertBooleanValue(showSubChart);
   const QString command = QString("SetShowSubchart(" + subChartString + ")");
   m_Impl->CallJavaScriptFuntion(command);
 }
 
 void QmitkChartWidget::SetShowErrorBars(bool showErrorBars) 
 {
   m_Impl->SetShowErrorBars(showErrorBars);
 
   //QString showErrorBarsString = convertBooleanValue(showErrorBars);
   //const QString command = QString("SetShowErrorBars(" + showErrorBarsString + ")");
   //m_Impl->CallJavaScriptFuntion(command);
 }
 
 void QmitkChartWidget::Reload()
 {
   const QString command = QString("Reload()");
   m_Impl->CallJavaScriptFuntion(command);
 }
 
 QSize QmitkChartWidget::sizeHint() const
 {
   return m_Impl->sizeHint();
 }
diff --git a/Plugins/org.mitk.gui.qt.chartExample/src/internal/ChartExample.cpp b/Plugins/org.mitk.gui.qt.chartExample/src/internal/ChartExample.cpp
index 28b0cec098..37ed214d7a 100644
--- a/Plugins/org.mitk.gui.qt.chartExample/src/internal/ChartExample.cpp
+++ b/Plugins/org.mitk.gui.qt.chartExample/src/internal/ChartExample.cpp
@@ -1,192 +1,194 @@
 /*===================================================================
 
 The Medical Imaging Interaction Toolkit (MITK)
 
 Copyright (c) German Cancer Research Center,
 Division of Medical and Biological Informatics.
 All rights reserved.
 
 This software is distributed WITHOUT ANY WARRANTY; without
 even the implied warranty of MERCHANTABILITY or FITNESS FOR
 A PARTICULAR PURPOSE.
 
 See LICENSE.txt or http://www.mitk.org for details.
 
 ===================================================================*/
 
 
 // Blueberry
 #include <berryISelectionService.h>
 #include <berryIWorkbenchWindow.h>
 #include <berryWorkbenchPlugin.h>
 #include <berryIQtStyleManager.h>
 
 // Qmitk
 #include "ChartExample.h"
 
 // Qt
 #include <QMessageBox>
 #include <QRandomGenerator>
 
 // mitk image
 #include <mitkImage.h>
 
 
 const std::string ChartExample::VIEW_ID = "org.mitk.views.chartexample";
 
 void ChartExample::SetFocus()
 {
   m_Controls.m_buttonCreateChart->setFocus();
 }
 
 void ChartExample::CreateQtPartControl(QWidget *parent)
 {
   // create GUI widgets from the Qt Designer's .ui file
   m_Controls.setupUi(parent);
   connect(m_Controls.m_buttonCreateChart, &QPushButton::clicked, this, &ChartExample::CreateChart);
   connect(m_Controls.m_buttonClearChart, &QPushButton::clicked, this, &ChartExample::ClearChart);
   connect(m_Controls.m_buttonAddData, &QPushButton::clicked, this, &ChartExample::AddData);
 
   FillRandomDataValues();
 
   m_Controls.m_Chart->SetTheme(GetColorTheme());
 
   m_Controls.m_lineEditXAxisLabel->setText("xLabel");
   m_Controls.m_lineEditYAxisLabel->setText("yLabel");
 
   m_chartNameToChartType.emplace("bar", QmitkChartWidget::ChartType::bar);
   m_chartNameToChartType.emplace("line", QmitkChartWidget::ChartType::line);
   m_chartNameToChartType.emplace("spline", QmitkChartWidget::ChartType::spline);
   m_chartNameToChartType.emplace("pie", QmitkChartWidget::ChartType::pie);
   m_chartNameToChartType.emplace("area", QmitkChartWidget::ChartType::area);
   m_chartNameToChartType.emplace("area-spline", QmitkChartWidget::ChartType::area_spline);
   m_chartNameToChartType.emplace("scatter", QmitkChartWidget::ChartType::scatter);
 
   m_LineNameToLineType.emplace("solid", QmitkChartWidget::LineStyle::solid);
   m_LineNameToLineType.emplace("dashed", QmitkChartWidget::LineStyle::dashed);
 
   m_AxisScaleNameToAxisScaleType.emplace("linear", QmitkChartWidget::AxisScale::linear);
   m_AxisScaleNameToAxisScaleType.emplace("logarithmic", QmitkChartWidget::AxisScale::log);
 }
 
 void ChartExample::FillRandomDataValues()
 {
   std::vector<double> numbers = generateRandomNumbers(10, 10.0);
   std::string text = convertToText(numbers, ";");
   m_Controls.m_lineEditDataVector->setText(QString::fromStdString(text));
 
   m_Controls.m_lineEditDataLabel->setText("test" + QString::number(countForUID));
   countForUID++;
 }
 
 void ChartExample::CreateChart()
 {
   auto dataYAxisScaleType = m_AxisScaleNameToAxisScaleType.at(m_Controls.m_comboBoxYAxisScale->currentText().toStdString());
   auto xAxisLabel = m_Controls.m_lineEditXAxisLabel->text().toStdString();
   auto yAxisLabel = m_Controls.m_lineEditYAxisLabel->text().toStdString();
   auto showLegend = m_Controls.m_checkBoxShowLegend->isChecked();
   auto showDataPoints = m_Controls.m_checkBoxShowDataPoints->isChecked();
   auto stackedData = m_Controls.m_checkBoxStackedData->isChecked();
   auto showSubchart = m_Controls.m_checkBoxShowSubchart->isChecked();
 
   m_Controls.m_Chart->SetYAxisScale(dataYAxisScaleType);
   m_Controls.m_Chart->SetXAxisLabel(xAxisLabel);
   m_Controls.m_Chart->SetYAxisLabel(yAxisLabel);
   m_Controls.m_Chart->SetShowLegend(showLegend);
   m_Controls.m_Chart->SetShowErrorBars(true);
   m_Controls.m_Chart->SetShowDataPoints(showDataPoints);
   m_Controls.m_Chart->SetStackedData(stackedData);
   m_Controls.m_Chart->Show(showSubchart);
 }
 
 
 void ChartExample::ClearChart()
 {
   m_Controls.m_Chart->Clear();
   m_Controls.m_plainTextEditDataView->clear();
 }
 
 void ChartExample::AddData()
 {
   auto lineEditData = m_Controls.m_lineEditDataVector->text();
   std::vector<double> data;
   for(const QString entry : lineEditData.split(';'))
   {
     data.push_back(entry.toDouble());
   }
 
   auto chartType = m_chartNameToChartType.at(m_Controls.m_comboBoxChartType->currentText().toStdString());
   std::string dataLabel = m_Controls.m_lineEditDataLabel->text().toStdString();
   std::string dataColor = m_Controls.m_lineEditColor->text().toStdString();
   auto dataLineStyleType = m_LineNameToLineType.at(m_Controls.m_comboBoxLineStyle->currentText().toStdString());
   
   m_Controls.m_Chart->AddData1D(data, dataLabel, chartType);
   if (!dataColor.empty()) {
     m_Controls.m_Chart->SetColor(dataLabel, dataColor);
   }
 
-  m_Controls.m_Chart->SetErrorBars(dataLabel, data);
+  auto errorValuesMinus = std::vector<double>(data.size());
+  std::transform(data.begin(), data.end(), errorValuesMinus.begin(), [](double d) { return d / 2; });
+  m_Controls.m_Chart->SetErrorBars(dataLabel, data, errorValuesMinus);
 
   m_Controls.m_Chart->SetLineStyle(dataLabel, dataLineStyleType);
 
   QString dataOverview;
   dataOverview.append(m_Controls.m_lineEditDataLabel->text());
   dataOverview.append("(").append(m_Controls.m_comboBoxChartType->currentText());
   if (!dataColor.empty()) {
     dataOverview.append(", ").append(dataColor.c_str());
   }
   dataOverview.append(", ").append(m_Controls.m_comboBoxLineStyle->currentText());
   dataOverview.append(")");
   dataOverview.append(":").append(lineEditData);
 
   m_Controls.m_plainTextEditDataView->appendPlainText(dataOverview);
 
   FillRandomDataValues();
 }
 
 std::vector<double> ChartExample::generateRandomNumbers(unsigned int amount, double max) const
 {
   QRandomGenerator gen;
   gen.seed(time(NULL));
 
   std::vector<double> data;
   for (unsigned int i = 0; i < amount; i++) {
     data.push_back(gen.bounded(max));
   }
 
   return data;
 }
 
 std::string ChartExample::convertToText(std::vector<double> numbers, std::string delimiter) const
 {
   std::ostringstream oss;
   oss.precision(3);
 
   if (!numbers.empty())
   {
     for (auto number : numbers) {
       oss << number << delimiter;
     }
   }
   auto aString = oss.str();
   aString.pop_back();
   return aString;
 }
 
 QmitkChartWidget::ChartStyle ChartExample::GetColorTheme() const
 {
   ctkPluginContext* context = berry::WorkbenchPlugin::GetDefault()->GetPluginContext();
   ctkServiceReference styleManagerRef = context->getServiceReference<berry::IQtStyleManager>();
   if (styleManagerRef)
   {
     auto styleManager = context->getService<berry::IQtStyleManager>(styleManagerRef);
     if (styleManager->GetStyle().name == "Dark") {
       return QmitkChartWidget::ChartStyle::darkstyle;
     }
     else {
       return QmitkChartWidget::ChartStyle::lightstyle;
     }
   }
   return QmitkChartWidget::ChartStyle::darkstyle;
 }