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Percentiles are used in statistics to give you a number that describes the value that a given percent of the values are lower than
Percentiles are used in statistics to give you a number that describes the value that a given percent of the values are lower than.
Let us try to explain it by some examples, using Average_Pulse.
Task: Find the 10% percentile for Max_Pulse
The following example shows how to do it in Python:
import numpy as np
Max_Pulse= full_health_data["Max_Pulse"]
percentile10 = np.percentile(Max_Pulse, 10)
print(percentile10)
The 10% percentile of Max_Pulse is 120. This means that 10% of all the training sessions have a Max_Pulse of 120 or lower.