Return np.random.normal(scale=10, size=n) These subplots might be insets, grids of plots, or other more complicated layouts. To this end, Matplotlib has the concept of subplots: groups of smaller axes that can exist together within a single figure. Sc = axes.scatter(getRand(100),getRand(100), c = getRand(100), norm=norm)Ī complete example: import matplotlib.pyplot as plt Multiple Subplots Sometimes it is helpful to compare different views of data side by side. If you want to use the same colorbar for all scatterplots, you would need to use the same normalization for them all. This means that the first argument must be a ScalarMappable, not an axes. The signature of lorbar is colorbar(mappable, cax=None, ax=None, use_gridspec=True, **kw) Is there a away of achieving this for a group of scatter plots such as this and if so how can I modify my code to achieve it? Here is the current output, Obviously I would like the colour of the markers to be on the scale bar to the right (I will worry about placing it correctly later): The problem is happening when I send the data to the colour bar here: f.colorbar(axes, cax=cbar_ax) The code I am using is as follows: import matplotlib.pyplot as pltį, axes = plt.subplots(nrows = 2, ncols = 2, sharex=True, sharey = True)Īxes.scatter(getRand(100),getRand(100), c = getRand(100), marker = "x")Īxes.set_xlabel('Crosses', labelpad = 5)Īxes.scatter(getRand(100),getRand(100), c = getRand(100), marker = 'o')Īxes.set_xlabel('Circles', labelpad = 5)Īxes.scatter(getRand(100),getRand(100), c = getRand(100), marker = '*')Īxes.scatter(getRand(100),getRand(100), c = getRand(100), marker = 's' )Ĭbar_ax = f.add_axes()ĪttributeError: 'AxesSubplot' object has no attribute 'autoscale_None' The use of the following functions, methods, classes and modules is shown in this example: / Download Python source code: scatter.py Download Jupyter notebook: scatter. I have followed the guidance here but it seems only applicable to plotting of images where the object has an autoscale property. NOTE:- The images represent the actual product though the color of the image and product might slightly differ.I am trying to create a collection of scatter subplots and would like them to share the same colour bar.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |