Скачать или смотреть pandas value counts less than

Download this code from https://codegive.com
Pandas is a powerful data manipulation library in Python, and it provides a handy value_counts function to count unique values in a Series. In this tutorial, we will explore how to use value_counts along with filtering to obtain counts only for values satisfying a specific condition.
Make sure you have Python and Pandas installed. You can install Pandas using:
Let's consider a scenario where you have a dataset of student scores and you want to find the counts of scores less than a certain threshold.
Output:
Now, let's use value_counts to find the counts of scores less than a threshold, for example, 80.
Output:
In this example, we first set a threshold value (80 in this case) and then filter the DataFrame to include only rows where the 'Score' column is less than the threshold. Finally, we apply value_counts to get the counts of unique scores that meet the condition.
By combining Pandas' value_counts with filtering, you can easily obtain counts for specific conditions in your dataset. This approach is flexible and can be adapted to various scenarios where you need to analyze and count values based on certain criteria.
ChatGPT