The code snippet `fig, ax = plt.subplots(layout='tight')` is a command...
September 3, 2025 at 11:06 PM
The code snippet fig, ax = plt.subplots(layout='tight')
is a command often used in Python with the matplotlib.pyplot
library to create a figure and a set of subplots (axes). Here's what it does:
-
plt.subplots()
:- This function creates a figure (
fig
) and a grid of subplots (axes), returning the figure object (fig
) and the axes object(s) (ax
). - By default, it creates a single subplot, but you can customize the number of rows and columns of subplots by adding additional parameters.
- This function creates a figure (
-
layout='tight'
:- The
layout='tight'
parameter is a way to automatically adjust the spacing between subplots or elements within the figure so that they fit well and do not overlap. - It ensures that the axes, labels, titles, and other elements are nicely spaced without manual adjustment.
- This feature is available in Matplotlib versions 3.4.0 and later.
- The
-
Objects returned:
fig
: Represents the entire figure (the container that holds all elements, including the subplots, axes, and decorations).ax
: Represents the axes (i.e., the plotting area where the data is drawn).
Key Takeaway:
This code initializes a figure and creates one subplot, while ensuring that everything inside the figure is spaced appropriately without overlapping. You can further use fig
and ax
for customization or plotting data.
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