How do i use a button to switch between two different graphs in matplotlib

I would like to be able to use a button press within an embedded tkinter
matplotlib graph to switch from one graph to another. The code I have
written does not replace the first graph with the second graph but just adds
the second graph underneath the first graph. How can I get the button press
to replace the first graph with the second graph rather than just add the
second graph below the first graph? Here is my code:

import matplotlib
matplotlib.use("TkAgg")
import matplotlib.pyplot as plt
import numpy as np
from tkinter import *
from matplotlib.backends.backend_tkagg import (
    FigureCanvasTkAgg, NavigationToolbar2Tk)
# Implement the default Matplotlib key bindings.
from matplotlib.backend_bases import key_press_handler

def graph_one():
    t = np.arange(0.0, 2.0, 0.01)
    s = 1 + np.sin(2 * np.pi * t)

    fig, ax = plt.subplots()
    ax.plot(t, s)

    ax.set(xlabel='time (s)', ylabel='voltage (mV)',
           title='Graph One')

    #plt.show()
    return fig

def graph_two():
    t = np.arange(0.0, 2.0, 0.01)
    s = 1 + np.cos(2 * np.pi * t)

    fig, ax = plt.subplots()
    ax.plot(t, s)

    ax.set(xlabel='time (s)', ylabel='voltage (mV)',
           title='Graph Two')

    #plt.show()
    return fig

class matplotlibSwitchGraphs:
    def __init__(self, master):
        self.master = master
        self.frame = Frame(self.master)
        self.embed_graph_one()
        self.frame.pack(expand=YES, fill=BOTH)

    def embed_graph_one(self):

        fig = graph_one()

        canvas = FigureCanvasTkAgg(fig, self.master)
        canvas.draw()
        canvas.get_tk_widget().pack(side=TOP, fill=BOTH, expand=1)

        canvas.mpl_connect("key_press_event", self.on_key_press)

        toolbar = NavigationToolbar2Tk(canvas, self.master)
        toolbar.update()
        canvas.get_tk_widget().pack(side=TOP, fill=BOTH, expand=1)

        self.button = Button(self.master, text="Quit",
command=self._quit)
        self.button.pack(side=BOTTOM)
        self.button_vol = Button(self.master, text="Switch Graphs",
command=self.switch_graphs)
        self.button_vol.pack(side=BOTTOM)

    def embed_graph_two(self):

        fig = graph_two()

        canvas = FigureCanvasTkAgg(fig, self.master)
        canvas.draw()
        canvas.get_tk_widget().pack(side=TOP, fill=BOTH, expand=1)

        canvas.mpl_connect("key_press_event", self.on_key_press)

        toolbar = NavigationToolbar2Tk(canvas, self.master)
        toolbar.update()
        canvas.get_tk_widget().pack(side=TOP, fill=BOTH, expand=1)

        self.button = Button(self.master, text="Quit",
command=self._quit)
        self.button.pack(side=BOTTOM)
        self.button_switch = Button(self.master, text="Switch Graphs",
command=self.switch_graphs)
        self.button_switch.pack(side=BOTTOM)

    def on_key_press(event):
        print("you pressed {}".format(event.key))
        key_press_handler(event, canvas, toolbar)

    def _quit(self):
        self.master.quit() # stops mainloop

    def switch_graphs(self):
        self.embed_graph_two()

def main():
    root = Tk()
    matplotlibSwitchGraphs(root)
    root.mainloop()

if __name__ == '__main__':
    main()
Any help would be greatly appreciated.

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