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You are here: Home / Archives for Pandas value_counts()

Pandas value_counts()

Pandas value_counts: How To Get Counts of Unique Variables in a Dataframe?

August 6, 2020 by cmdlinetips

As part of exploring a new data, often you might want to count unique values of one or more columns in a dataframe. Pandas value_counts() can get counts of unique values of columns in a Pandas dataframe. Starting from Pandas version 1.1.0, we can use value_counts() on a Pandas Series and dataframe as well. In […]

Filed Under: Pandas 101, Pandas value_counts Tagged With: Pandas value_counts()

How to Get Frequency Counts of a Column in Pandas Dataframe: Pandas Tutorial

February 5, 2018 by cmdlinetips

Often while working with pandas dataframe you might have a column with categorical variables, string/characters, and you want to find the frequency counts of each unique elements present in the column. Pandas’ value_counts() easily let you get the frequency counts. Let us get started with an example from a real world data set. Load gapminder […]

Filed Under: Pandas 101, pandas count_values(), Pandas DataFrame, Python, Python Tips Tagged With: Pandas Dataframe, Pandas value_counts(), Python Tips

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