def fences(filepath):
data = load_data(filepath)
lower = np.percentile(data, 25)
upper = np.percentile(data, 75)
interquartile_range = upper - lower
lower_fence = lower - 1.5 * interquartile_range
upper_fence = upper + 1.5 * interquartile_range
return lower_fence, upper_fence
def compute_cutoff(filepath):
data = load_data(filepath)
"""mu = np.average(data)
sigma = np.std(data)
#cutoff = mu + 1 * sigma
#return round(cutoff)"""
upper = np.percentile(data, 75)
return upper
def compute_mu_sd(filepath):
data = load_data(filepath)
mu = np.average(data)
sigma = np.std(data)
return mu, sigma