Understanding the Argument in plt.figure.add_subplot()
In the context of Matplotlib, the fig.add_subplot() method is used to create subplots within a figure window. The argument passed to this method helps determine the position and arrangement of these subplots.
The Argument
The argument in fig.add_subplot() is typically a three-digit number, such as 111 or 212. This number represents the position of the subplot within the grid of subplots.
Visualizing the Grid
Imagine a grid of subplots with rows (indicated by the first digit) and columns (indicated by the second and third digits). Each subplot is numbered sequentially, starting from the top-left corner.
| 111 | 112 | 113 | ... | | ... | ... | ... | ... | | 211 | 212 | 213 | ... | | ... | ... | ... | ... | | ... | ... | ... | ... |
Interpretation
For example:
- 111: Creates a single subplot in the top-left corner of the grid.
- 212: Creates a subplot in the second row, first column of the grid.
- 224: Creates a subplot in the second row, fourth column of the grid.
Example Usage
Consider the following code snippet:
import matplotlib.pyplot as plt x = [1, 2, 3, 4, 5] y = [1, 4, 9, 16, 25] fig = plt.figure() fig.add_subplot(111) # Creates a single subplot in the top-left corner plt.scatter(x, y) plt.show()
This code creates a figure window with a single subplot in which a scatter plot of the data in x and y is displayed.
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