Created
April 25, 2019 16:43
-
-
Save ThonyPrice/c8f1e026ab0ee24a0e3baa65ce1e2f50 to your computer and use it in GitHub Desktop.
Medium - Get started analysing your CGM data
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Inspect samples closer than average | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| expected_diff = timedelta(minutes=4, seconds=30) | |
| close_samples_idxs = np.where(z['t_diff'] < expected_diff)[0] | |
| c_samples_times = z.iloc[close_samples_idxs, :]['t_diff'] | |
| c_samples_times = c_samples_times.apply(lambda x: x.seconds) | |
| c_samples_glucose_diff =\ | |
| z.iloc[close_samples_idxs, :]['glucose'].values.astype(int)\ | |
| - z.iloc[close_samples_idxs+1, :]['glucose'].values.astype(int) | |
| plt.scatter(c_samples_times, c_samples_glucose_diff) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment