How to remove scientific notation on a matplotlib log-log plot

How to remove scientific notation on a matplotlib log-log plot

To remove scientific notation on a matplotlib log-log plot, you can modify the tick labels on both the x-axis and the y-axis to display the tick values in non-scientific notation. Here's how you can achieve this:

import matplotlib.pyplot as plt import numpy as np # Sample data x = np.logspace(0, 5, 100) y = 2 * x # Create a log-log plot plt.figure() plt.loglog(x, y) # Get the current axis ax = plt.gca() # Format the tick labels on the x-axis ax.xaxis.set_major_formatter(plt.ScalarFormatter()) ax.xaxis.get_major_formatter().set_scientific(False) ax.xaxis.get_major_formatter().set_useOffset(False) # Format the tick labels on the y-axis ax.yaxis.set_major_formatter(plt.ScalarFormatter()) ax.yaxis.get_major_formatter().set_scientific(False) ax.yaxis.get_major_formatter().set_useOffset(False) # Add labels and title plt.xlabel("X-axis") plt.ylabel("Y-axis") plt.title("Log-Log Plot without Scientific Notation") # Show the plot plt.show()

In this example, we're creating a log-log plot using plt.loglog() and then modifying the tick labels using ax.xaxis.set_major_formatter() and ax.yaxis.set_major_formatter() to display the tick values in non-scientific notation. The set_scientific(False) and set_useOffset(False) calls ensure that scientific notation and offset are turned off for the tick labels.

Remember that in some cases, depending on the range of values, you might still see some tick labels in scientific notation due to the nature of logarithmic scales. However, the above approach should help reduce the use of scientific notation for most tick labels.

Examples

  1. "Matplotlib log-log plot scientific notation disable"

    • Description: Users often seek to disable scientific notation on log-log plots in Matplotlib to display numbers in a more readable format.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log-log plot plt.figure() plt.loglog(x, y) # Disable scientific notation on both axes plt.ticklabel_format(style='plain', axis='both') plt.show()

  2. "Matplotlib log plot remove scientific notation"

    • Description: This query indicates users looking specifically for removing scientific notation from log plots in Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log plot plt.figure() plt.semilogx(x, y) # Disable scientific notation on y-axis plt.ticklabel_format(style='plain', axis='y') plt.show()

  3. "Matplotlib log scale scientific notation off"

    • Description: Users often use this query when they want to turn off scientific notation on log-scale plots in Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log plot plt.figure() plt.loglog(x, y) # Disable scientific notation plt.ticklabel_format(style='plain') plt.show()

  4. "Python matplotlib log-log plot disable scientific notation"

    • Description: This query targets users seeking Python-based solutions to disable scientific notation on log-log plots using Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log-log plot plt.figure() plt.loglog(x, y) # Disable scientific notation on both axes plt.ticklabel_format(style='plain', axis='both') plt.show()

  5. "Matplotlib log scale no scientific notation"

    • Description: Users searching with this query are likely seeking a way to plot log-scale data without scientific notation in Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log plot plt.figure() plt.semilogy(x, y) # Disable scientific notation on y-axis plt.ticklabel_format(style='plain', axis='y') plt.show()

  6. "Matplotlib log-log plot scientific notation format"

    • Description: Users often search for how to format scientific notation on log-log plots in Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log-log plot plt.figure() plt.loglog(x, y) # Customize scientific notation format plt.gca().ticklabel_format(style='plain') plt.show()

  7. "Matplotlib log-log plot no scientific notation"

    • Description: This query is common among users looking for a way to plot log-log graphs without scientific notation using Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log-log plot plt.figure() plt.loglog(x, y) # Disable scientific notation on both axes plt.ticklabel_format(style='plain', axis='both') plt.show()

  8. "Matplotlib log plot scientific notation remove"

    • Description: Users looking for this query want to remove scientific notation from log plots in Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log plot plt.figure() plt.semilogx(x, y) # Disable scientific notation on y-axis plt.ticklabel_format(style='plain', axis='y') plt.show()

  9. "Matplotlib log scale scientific notation disable"

    • Description: This query is indicative of users wanting to disable scientific notation on log-scale plots in Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log plot plt.figure() plt.semilogy(x, y) # Disable scientific notation on y-axis plt.ticklabel_format(style='plain', axis='y') plt.show()

  10. "How to turn off scientific notation in Matplotlib log-log plot"

    • Description: Users asking this question are looking for guidance on disabling scientific notation specifically in log-log plots using Matplotlib.
    import matplotlib.pyplot as plt # Generate some data x = [10, 100, 1000, 10000] y = [1, 2, 3, 4] # Create log-log plot plt.figure() plt.loglog(x, y) # Disable scientific notation on both axes plt.ticklabel_format(style='plain', axis='both') plt.show()

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