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How to Prevent Scientific Notation and Offsets in Matplotlib Plots?

Barbara Streisand
Barbara StreisandOriginal
2024-12-27 01:06:08883browse

How to Prevent Scientific Notation and Offsets in Matplotlib Plots?

Prevent Scientific Notation in Python Plots

Different between "Offset" and "Scientific Notation"

Matplotlib offers two formatting options for axes labels:

  • Offset: A constant added to value
  • Scientific Notation: A multiplier for the value

Removing Offset and Scientific Notation

To disable both offset and scientific notation in a plot:

ax.ticklabel_format(useOffset=False,>

Detailed Example:

Consider this code:

plt.plot(x, y)
plt.show()

With the following input data:

x = np.linspace(1000, 1001, 100)
y = np.linspace(1e-9, 1e9, 100)

Initially, the x-axis will have an offset (indicated by a ' ' sign) and the y-axis will use scientific notation (with no ' ' sign).

Using

ax.ticklabel_format(style='plain')

Will disable scientific notation on the y-axis but leave the offset untouched:

[Image of plot with disabled y-axis scientific notation]

Calling

ax.ticklabel_format(useOffset=False)

Removes the offset but preserves scientific notation for the y-axis:

[Image of plot with disabled x-axis offset]

Finally, to disable both, use:

ax.ticklabel_format(useOffset=False,>

[Image of plot with both offset and scientific notation disabled]

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