How can I create interactive plots using Matplotlib?
You can use the mpl_interactive
module in Matplotlib to create interactive plots. Would you like a code example?
Yes, please provide a code example.
Here's a simple example:
import matplotlib.pyplot as plt
from matplotlib.widgets import Slider
# Create a figure and an axis
fig, ax = plt.subplots()
plt.subplots_adjust(bottom=0.25)
# Initial plot
x = range(10)
y = [i**2 for i in x]
line, = ax.plot(x, y)
# Add a slider for interactivity
ax_slider = plt.axes([0.25, 0.1, 0.65, 0.03])
slider = Slider(ax_slider, 'Scale', 0.1, 10.0)
# Update function for the slider
def update(val):
scale = slider.val
line.set_ydata([i**2 * scale for i in x])
fig.canvas.draw_idle()
slider.on_changed(update)
plt.show()
That looks great! Can I customize the appearance of the plot?
Absolutely! You can customize colors, line styles, and markers using parameters in the plot()
function. Would you like to see how?
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