Use sort_values to sort the df by a specific column's values: 0 1 2. If you want to sort by two columns, pass a list of column labels to sort_values with the column labels ordered according to sort priority. If you use df.sort_values(['2', '0']), the result would be …

Mar 21, 2025 · In this article, we’ll explore different ways to sort rows and columns in a DataFrame, helping you organize and analyze your data effectively. Sorting Rows in a DataFrame. sort_values() function sorts rows based on one or multiple columns in ascending or descending order.

Oct 12, 2018 · df = pd.DataFrame([['August', 2], ['July', 3], ['Sept', 6]], columns=['A', 'B']) I would like to sort column A in this order: July, August, Sept. Is there some way to use a sort function like "sort_values" but pre-define the sort order by values?

In this tutorial, you'll learn how to sort data in a pandas DataFrame using the pandas sort functions sort_values() and sort_index(). You'll learn how to sort by one or more columns and by index in ascending or descending order.

Dec 12, 2012 · I have python pandas dataframe, in which a column contains month name. How can I do a custom sort using a dictionary, for example: custom_dict = {'March':0, 'April':1, 'Dec':3}

Dec 2, 2024 · In Pandas, the sort_values() method allows you to sort a DataFrame by one or more columns. By default, it sorts in ascending order but can be customized with various parameters. by: Specifies the column (s) to sort by. ascending: Boolean (default True). If False, sorts in descending order.

Sort by the values along either axis.

In Pandas, we can use the sort_values() function to sort a DataFrame. For example, 'Age': [28, 22, 25]} # sort DataFrame by Age in ascending order . print(sorted_df.to_string(index=False)) Output. In the above example, df.sort_values(by='Age') sorts the df DataFrame based on the values in the Age column in ascending order.

Oct 21, 2022 · You can use the following basic syntax to sort a pandas pivot table based on the values in a column: This particular example sorts the values in a pivot table called my_pivot_table based on the values in some_column in descending order. The following example shows how to use this syntax in practice.

To sort a DataFrame by a specific column in Python pandas, you can use pandas.DataFrame.sort_values () method. Call the sort_values () method on the DataFrame object, and pass the required column as string to the by named parameter.