Matplotlib.ticker.MultipleLocator Class in Python

Matplotlib is an amazing visualization library in Python for 2D plots of arrays. Matplotlib is a multi-platform data visualization library built on NumPy arrays and designed to work with the broader SciPy stack.

matplotlib.ticker.MultipleLocator

The matplotlib.ticker.MultipleLocator class is used for setting a tick for every integer multiple of a base within the view interval.

Syntax: class matplotlib.ticker.MultipleLocator(base=1.0)

Methods of the class:

set_params(self, base): It is used for setting the parameters within the locator.
tick_values(self, vmin, vmax): For a given vmin and vmax it returns the values of the located ticks.
view_limits(self, dmin, dmax): It is used for setting the view limits to the nearest multiples of base that contain the data.

Example 1:

import matplotlib.pyplot as plt 
import matplotlib.ticker as ticker 
  
  
x = [0, 5, 9, 10, 15] 
y = [0, 1, 2, 3, 4] 
  
tick_spacing = 1
  
fig, ax = plt.subplots(1, 1) 
ax.plot(x, y) 
ax.xaxis.set_major_locator(ticker.MultipleLocator(tick_spacing)) 
  
plt.show() 

Output:

Example 2:

import matplotlib.pyplot as plt 
import matplotlib.ticker 
  
  
plt.plot([-1.5, 0, 1.5], [1, 3, 2]) 
ax = plt.gca() 
  
func = lambda x, pos: str(x).rstrip('0').rstrip('.') 
  
ax.xaxis.set_major_locator(matplotlib.ticker.MultipleLocator(0.25)) 
ax.xaxis.set_major_formatter(matplotlib.ticker.FuncFormatter(func)) 
  
plt.show() 

Output:

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