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Introduction to Statistics with NumPy

NumPy and Standard Deviation, Part I

While the mean and median can tell us about the center of our data, they do not reflect the range of the data. That’s where *standard deviation* comes in.

Similar to the interquartile range, the standard deviation tells us the spread of the data. The larger the standard deviation, the more spread out our data is from the center. The smaller the standard deviation, the more the data is clustered around the mean.

### Instructions

In this interactive visualization, we have a dataset where each point is represented as a bar. Explore the visualization by changing the value of the standard deviation.

How does changing the standard deviation change the overall shape of a dataset? What happens when you have a small standard deviation vs. a large standard deviation?