matplotlib plotting

Plotting x and y points

The plot() function is used to draw points (markers) in a diagram.

By default, the plot() function draws a line from point to point.

The function takes parameters for specifying points in the diagram.

Parameter 1 is an array containing the points on the x-axis.

Parameter 2 is an array containing the points on the y-axis.

If we need to plot a line from (1, 3) to (8, 10), we have to pass two arrays [1, 8] and [3, 10] to the plot function.

Example

Draw a line in a diagram from position (1, 3) to position (8, 10):



import matplotlib.pyplot as plt

import numpy as np



xpoints = np.array([1, 8])

ypoints = np.array([3, 10])



plt.plot(xpoints, ypoints)

plt.show()



Result:







Try it Yourself »

Example

Draw a line in a diagram from position (1, 3) to position (8, 10):

Result:

The x-axis is the horizontal axis.

The y-axis is the vertical axis.

Plotting Without Line

To plot only the markers, you can use shortcut string notation parameter 'o', which means 'rings'.

Example

Draw two points in the diagram, one at position (1, 3) and one in position (8, 10):



import matplotlib.pyplot as plt

import numpy as np



xpoints = np.array([1, 8])

ypoints = np.array([3, 10])



plt.plot(xpoints, ypoints, 'o')

plt.show()



Result:







Try it Yourself »

Example

Draw two points in the diagram, one at position (1, 3) and one in position (8, 10):

Result:

You will learn more about markers in the next chapter.

Multiple Points

You can plot as many points as you like, just make sure you have the same number of points in both axis.

Example

Draw a line in a diagram from position (1, 3) to (2, 8) then to (6, 1) and finally to position (8, 10):



import matplotlib.pyplot as plt

import numpy as np



xpoints = np.array([1, 2, 6, 8])

ypoints = np.array([3, 8, 1, 10])



plt.plot(xpoints, ypoints)

plt.show()



Result:







Try it Yourself »

Example

Draw a line in a diagram from position (1, 3) to (2, 8) then to (6, 1) and finally to position (8, 10):

Result:

Default X-Points

If we do not specify the points in the x-axis, they will get the default values 0, 1, 2, 3, (etc. depending on the length of the y-points.

So, if we take the same example as above, and leave out the x-points, the diagram will look like this:

Example

Plotting without x-points:



import matplotlib.pyplot as plt

import numpy as np



ypoints = np.array([3, 8, 1, 10, 5, 7])



plt.plot(ypoints)

plt.show()



Result:







Try it Yourself »

Example

Plotting without x-points:

Result:

The x-points in the example above is [0, 1, 2, 3, 4, 5].