Plotting Markers On Top Of Axes

I am tying to make a (x,y) scatter plot using numpy. Right now the axes start from (0,0) and extend to align with the range of the data. I need to plot two points which lie on th

Solution 1:

You can turn off the clip flag of the line object created by plt.plot.

import numpy as np
import matplotlib.pyplot as plt
x = np.array([0,1,2,3,4,5,6])
y = np.array([0,2,0,4.5,0.5,2,3])

line = plt.plot(x,y,'o')[0]
line.set_clip_on(False)
plt.show()

Solution 2:

To actually make the markers appear on top of the axes, you can use zorder:

import numpy as np
import matplotlib.pyplot as plt
x = np.array([0,1,2,3,4,5,6])
y = np.array([0,2,0,4.5,0.5,2,3])

plt.plot(x, y, 'o', zorder=10, clip_on=False)
plt.xlim(0, 6)
plt.ylim(0, 4.5)
plt.show()

Solution 3:

I think you're after plt.axis([xmin,xmax,ymin,ymax]):

import numpy as np
import matplotlib.pyplot as plt
x = np.array([0,1,2,3,4,5,6])
y = np.array([0,2,0,4.5,0.5,2,3])
plt.plot(x,y,'o')
plt.axis()
# (0.0, 6.0, 0.0, 4.5)
plt.axis([-.5,6.5,-.5,5])
plt.show()

You could programatically retrive the current axis with plt.axis() and then subtract/add a small margin on, and re-set it.