# coding=utf8 import numpy as np import matplotlib.pyplot as plt import matplotlib.dates as mdates import pylab from tkinter import filedialog from tkinter import * import os import csv import time from datetime import date, datetime from Datas import CSVColumns, CSVColumn, Values from scipy.signal import butter, lfilter, freqz import matplotlib.pyplot as plt import scipy.fftpack y = [1080, 1122, 1099, 1136, 1112, 1119, 1124, 904, 1141, 1094, 1303, 988, 1106, 1094, 1119, 1119, 923, 1079, 1098, 1342, 950, 1084, 1099, 1106, 938, 1115, 1124, 1311, 1098, 915, 1085, 1122, 1099, 911, 1292, 830, 1334, 943, 1070, 4883, 7135, 4733, 3573, 3978, 4056, 3836, 3988, 3803, 3735, 4261, 3822, 3836, 3843, 3989, 4069, 3834, 4262, 3776, 4151, 3996, 3999, 4069, 4203, 3912, 4003, 4196, 4272, 3927, 4038, 4188, 4025, 4203, 3911, 4175, 4226, 4099, 4107, 4285, 3848, 4392, 4078, 4019, 4252, 4190, 4014, 4272, 4108, 4288, 4031, 4011, 4181, 4226, 4287, 3918, 4210, 4289, 4189, 4268, 4038, 7012, 8645, 6632, 6345, 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1141, 1325, 954, 1085, 1099, 1334, 965, 1437, 921] ## DATAS x-axis is x ## DATAS y-axis is y # Number of Points ie 12000 points N = len(y) # 1 Sample per minute T = 1 / 60.0 # Lowpass cutoff frequency cutoff = 0.0001 x = np.linspace(0, T * N , N) B, A = butter(4, cutoff / (T / 2), btype='low') filterdY = lfilter(B, A, y, axis=0) # Generating FFT Fourier = abs(scipy.fft(filterdY)); freqs = scipy.fftpack.fftfreq(filterdY.size, x[1]-x[0]) pylab.subplot(311) pylab.plot(x, y) pylab.subplot(312) pylab.plot(x, filterdY) pylab.subplot(313) pylab.plot(freqs,20*scipy.log10(Fourier),'x') pylab.show()
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