Created
November 21, 2016 19:26
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Plotting and smoothing
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| import csv | |
| from datetime import datetime | |
| import matplotlib.pyplot as plt | |
| from scipy.signal import savgol_filter | |
| # Input is a csv file in the following form | |
| # the value to be plotted, date (timestamp), .... whatever | |
| def plot_times(infile): | |
| times = [] | |
| dates = [] | |
| reader = csv.reader(infile, delimiter=',', quotechar='|') | |
| for r in reader: | |
| times.append((int(r[0]) / 1000) / 60) | |
| ustamps.append(int(r[1])) | |
| dates.append(datetime.fromtimestamp( | |
| int(r[1])).date()) | |
| times_smooth = savgol_filter(times, 99, 1) | |
| plt.plot(dates, times) | |
| plt.plot(dates, times_smooth, color='red') | |
| plt.show() |
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| 2328106 | 1467181294 |
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