How can I calculate statistics for a NumPy array?
An example of an AI chatbot conversation about calculating statistics using NumPy arrays.
How can I calculate statistics for a NumPy array?
You can use NumPy's built-in functions like mean(), median(), and std() to calculate statistics.
Can you show me an example of calculating the mean?
Sure! If you have an array like arr = np.array([1, 2, 3, 4, 5]), you can calculate the mean with np.mean(arr).
What about the standard deviation?
You can calculate the standard deviation using np.std(arr), which will give you the spread of the data.
Are there any other statistics I can calculate?
Yes, you can also calculate variance, minimum, maximum, and quantiles using functions like np.var(), np.min(), and np.max().
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