Harmonic Mean in Python (2 Examples)
The article consists of two examples for the computation of the harmonic mean. To be more precise, the page looks as follows:
Let’s get started!
Consider the following example data:
my_list = [4, 3, 8, 7, 8, 4, 4, 1, 5] # Create example list print(my_list) # Print example list # [4, 3, 8, 7, 8, 4, 4, 1, 5]
The previously shown output of the Python console shows the structure of our example data: We have created a list object containing nine list elements.
Example 1: Get Harmonic Mean Using harmonic_mean() Function of statistics Module
In Example 1, I’ll illustrate how to use the harmonic_mean function of the statistics module to calculate the harmonic mean in Python.
We need to import the statistics module, in order to use the commands and functions that are contained in the module:
import statistics # Import statistics
Next, we can use the harmonic_mean function to get the harmonic mean of our data:
print(statistics.harmonic_mean(my_list)) # Apply statistics.harmonic_mean function # 3.3629893238434163
As you can see, the harmonic mean of our example list is 3.36.
Example 2: Get Harmonic Mean Using hmean() Function of SciPy Library
Alternatively to the statistics module, we can also use the SciPy library to calculate the harmonic mean.
As a first step, we have to import the hmean function of the SciPy library:
from scipy.stats import hmean # Import SciPy
Next, we can apply this function to calculate the harmonic mean of our list:
print(hmean(my_list)) # Apply hmean function # 3.362989323843416
As you can see, the output is basically the same as in Example 1.
Video, Further Resources & Summary
Have a look at the following video on the Statistics Globe YouTube channel. I’m showing the Python programming syntax of this tutorial in the video:
The YouTube video will be added soon.
In addition, you could have a look at some of the related articles on this website:
- Calculate Mean in Python
- Calculate Mean by Group
- Mean of Columns & Rows of pandas DataFrame
- mean() Function of NumPy Library
- mean() Function of statistics Module
- Python Programming Language
To summarize: In this article you have learned how to get the harmonic mean in Python. In case you have additional questions, let me know in the comments section.