Is there any possible way to plot a encoding graph using matplotlib in python? Suppose I do have a Data String of "01001100011". I want to plot a encoding plot like the picture using matplotlib in python.
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1 Answer
You could do something like this.
import numpy as np
import matplotlib.pyplot as plt
s = "01001100011" # string to be encoded
x_max = len(s)+1
# generate waveform encoding scheme
zero_form = np.array([[0,1],[0.5,1],[0.5,0],[1,0]])
one_form = zero_form.copy()
one_form[:,1] = 1 - zero_form[:,1]
encoding = [zero_form,one_form]
# encode the string s
waveform = np.vstack([x + np.array([i,0]) for i,c in enumerate(s)
for x in encoding[int(c)]])
plt.figure(figsize = (15,3))
# plot grid
for y in [0,.5,1]:
plt.plot([0,x_max],[y,y],'k--')
for x in range(1,x_max):
plt.plot([x,x],[0,1.5],'k--')
# plot 0,1 labels
for i,c in enumerate(s):
plt.text(i+.3,1.2,c, fontsize = 30)
plt.plot(*waveform.T,'r', lw = 10, alpha = .5) # plot waveform
plt.axis("off") # turn of axes/labels
plt.show()
The resulting figure:
1 Comment
Ben Grossmann
@Damien If my answer was useful to you, I would appreciate it if you could "accept" it by clicking the checkmark (✓) beneath the vote arrows on my answer.