Created
February 4, 2022 12:22
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It is an example of "interpolation" in Python using NumPy.
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# -*- coding: utf-8 -*- | |
""" | |
Created on Fri Feb 4 15:20:49 2022 | |
@author: unalf | |
""" | |
import numpy as np | |
import matplotlib.pyplot as plt | |
device1 = np.random.rand(96) #Random data 1 | |
time1 = np.linspace(0,60,96) | |
device2 = np.random.rand(43) #Random data 2 | |
time2 = np.linspace(0,60,43) | |
int_device2 = np.interp(time1,time2,device2) #Interpolate | |
# PLOTTING | |
plt.subplot(3, 1, 1) | |
plt.title("Device 1") | |
plt.ylabel("Value") | |
plt.plot(time1,device1, marker ='o') | |
plt.subplot(3, 1, 2) | |
plt.title("Device 2") | |
plt.ylabel("Value") | |
plt.plot(time2,device2, marker = "o") | |
plt.subplot(3, 1, 3) | |
plt.title("Interpolated Device 2") | |
plt.xlabel("time (sec)") | |
plt.ylabel("Value") | |
plt.plot(time1,int_device2, marker = "o") | |
plt.show() |
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