Standard Deviation

Standard deviation measures how spread out data is from the mean.

• Low std: data points clustered near mean
• High std: data points spread wide
• Formula: sqrt(sum((x - mean)^2) / n)
• Related to Variance: std = sqrt(variance)

In numpy:

np.std(arr)