In this article, we will see how we can scale the error bar graph in the PyQtGraph module. The PyQtGraph is a graphics and user interface library for Python that provides functionality commonly required in designing and science applications. Its primary goals are to provide fast, interactive graphics for displaying data (plots, video, etc.). Error bars are graphical representations of the variability of data and used on graphs to indicate the error or uncertainty in a reported measurement. They give a general idea of how precise a measurement is, or conversely, how far from the reported value the true value might be. Scaling means to increase or decrease the size of error bar graph data, by scaling we increase or decrease the whole data of the error bar graph with some factor.
We can create a plot window and an error bar graph on it with the help of commands given below:
# creating a pyqtgraph plot window plt = pg.plot() # creating a error bar item object error = pg.ErrorBarItem(x=x, y=y, top=top, bottom=bottom, beam=0.5)
In order to do this, we use setScale() method with the error bar item object
Syntax : error.setScale(n)
Argument : It takes float value as argument
Return : It returns None
Below is the implementation:
Python3
# importing Qt widgetsfrom PyQt5.QtWidgets import *# importing systemimport sys# importing numpy as npimport numpy as np# importing pyqtgraph as pgimport pyqtgraph as pgfrom PyQt5.QtGui import *from PyQt5.QtCore import *from collections import namedtupleclass Window(QMainWindow): def __init__(self): super().__init__() # setting title self.setWindowTitle("PyQtGraph") # setting geometry self.setGeometry(100, 100, 600, 500) # icon icon = QIcon("skin.png") # setting icon to the window self.setWindowIcon(icon) # calling method self.UiComponents() # showing all the widgets self.show() # method for components def UiComponents(self): # creating a widget object widget = QWidget() # creating a label label = QLabel("Geeksforneveropen Error Bar plot") # setting minimum width label.setMinimumWidth(130) # making label do word wrap label.setWordWrap(True) # setting configuration options pg.setConfigOptions(antialias=True) # creating x-axis values x = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]) # creating y-axis values y = np.array([5, 4, 3, 2, 5, 6, 4, 8, 9, 8]) # creating upper bound values top = np.array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2]) # creating lower bound values bottom = np.array([2, 2, 2, 2, 2, 2, 2, 2, 2, 2]) # creating a plot window plt = pg.plot() # creating a error bar item error = pg.ErrorBarItem(beam=0.5) # setting data to error bar item error.setData(x=x, y=y, top=top, bottom=bottom) # adding error bar item to the plot window plt.addItem(error) # plotting the data on plot window plt.plot(x, y, symbol='o', pen={'color': 0.8, 'width': 2}) # Creating a grid layout layout = QGridLayout() # minimum width value of the label label.setMinimumWidth(130) # setting this layout to the widget widget.setLayout(layout) # adding label in the layout layout.addWidget(label, 1, 0) # plot window goes on right side, spanning 3 rows layout.addWidget(plt, 0, 1, 3, 1) # setting this widget as central widget of the main window self.setCentralWidget(widget) # setting scale of error bar item error.setScale(2)# create pyqt5 appApp = QApplication(sys.argv)# create the instance of our Windowwindow = Window()# start the appsys.exit(App.exec()) |
Output :
