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How Can I Rotate X-Axis Timestamp Labels in Matplotlib to Prevent Overlapping?

Susan Sarandon
Susan SarandonOriginal
2025-01-03 19:07:391016browse

How Can I Rotate X-Axis Timestamp Labels in Matplotlib to Prevent Overlapping?

Adjusting X-Axis Text Orientation for Enhanced Data Visualization

In the provided Python script, the user encounters difficulty rotating the labels on the X-axis, which displays a timestamp. As the number of samples grows, the labels become increasingly condensed and overlap. To solve this, we aim to rotate the text by 90 degrees, ensuring that the labels stay visible even as the samples draw closer.

The Solution: Rotating X-Axis Labels with 'plt.xticks()'

The solution lies in utilizing the 'plt.xticks()' function within the provided script. By incorporating this command, we can effortlessly achieve the desired rotation of the X-axis labels. The following adjustment introduces the necessary code:

plt.xticks(rotation=90)

By adding this line to the existing script, the X-axis labels will be rotated by 90 degrees, resolving the issue of overlapping text. This adjustment ensures optimal data visualization, allowing you to easily interpret the timestamps even as the number of samples increases.

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