Matplotlib custom ticks and grids in groups

Question

I am trying to insert custom ticks to a plot in batches with defined distances. I can do this by manually adding them, but I am looking for a better way.

Example:

import matplotlib.pyplot as plt

x = [-5, 5]
y = [1, 5]
plt.plot(x, y)

plt.xlim(-10, 10)
plt.grid(axis="x", which='major', color='r', linestyle='--')

plt.yticks([])

# Adding custom ticks 
cticks = [-8, -7, -6, -5, 1, 2, 3, 4]
plt.xticks(cticks)

plt.show()

Resulting Plot

Here's what I have tried:

import matplotlib.pyplot as plt
import numpy as np

x = [-5, 5]
y = [1, 5]
plt.plot(x, y)

plt.xlim(-10, 10)
plt.grid(axis="x", which='major', color='r', linestyle='--')
plt.xticks(np.arange(1 , 5, step=1))

plt.yticks([])

plt.show()

Resulting Plot

But this gives only one batch.

Question: Is there a similar way to include more batches of tick marks and grids on the x-axis at desired positions?

I was looking for an automated way of doing it by specifying only the batches. — Sooji, Jul 18 '23 at 20:11

score 1 · Accepted Answer · answered Jul 18 '23 at 06:32

IIUC you don't want to specify all ticks manually but only the batches. You can to this in a loop that will extend cticks:

import matplotlib.pyplot as plt

x = [-5, 5]
y = [1, 5]
plt.plot(x, y)

plt.xlim(-10, 10)
plt.grid(axis="x", which='major', color='r', linestyle='--')

plt.yticks([])

# Adding custom ticks
cticks = []
for n in [-8, 1]: # specify the beginning of each batch here
    cticks += range(n, n+4)
plt.xticks(cticks)

plt.show()

Output:

Matplotlib custom ticks and grids in groups

1 Answers1