Count Unique Values in Pandas DataFrame Column ๐Ÿงฎ

Learn how to count unique elements in a pandas DataFrame column using the nunique() function with an example.

Count Unique Values in Pandas DataFrame Column ๐Ÿงฎ
Statistics Globe
486 views โ€ข Oct 26, 2022
Count Unique Values in Pandas DataFrame Column ๐Ÿงฎ

About this video

How to count the number of unique elements in a pandas DataFrame column in the Python programming language. More details: https://statisticsglobe.com/count-unique-values-column-pandas-dataframe-python
Python code of this video:

import pandas as pd # Load pandas library

data = pd.DataFrame({'values':[1, 2, 3, 1, 1, 1, 1, 2, 2], # Create example DataFrame
'groups':['a', 'a', 'a', 'a', 'b', 'b', 'c', 'c', 'c']})
print(data) # Print example DataFrame

count_unique = data['values'].nunique() # Apply unique function
print(count_unique) # Print count of unique values
# 3

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Video Information

Views

486

Likes

4

Duration

2:41

Published

Oct 26, 2022

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