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DataFrame object has no attribute sort

Solution for "DataFrame object has no attribute sort".
By Pranit Sharma Last updated : September 19, 2023

Pandas is a special tool that allows us to perform complex manipulations of data effectively and efficiently. Inside pandas, we mostly deal with a dataset in the form of DataFrame. DataFrames are 2-dimensional data structures in pandas. DataFrames consist of rows, columns, and data.

Sorting is a process of arranging the data according to our ease. Sorting is a process in which we can arrange the data either in ascending order or in descending order.

Solution for DataFrame object has no attribute sort

To sort values in pandas DataFrame, we will first create a Dataframe and then we will sort the values according to some specific column. In pandas, we can sort the column values as well as row values, we use DataFrame.sort_values() method by specifying the column name as parameter.

import pandas as pd

Let us understand with the help of an example,

Python solution for 'DataFrame object has no attribute sort'

# Importing pandas package
import pandas as pd

# Creating a dictionary
d = {
    'Physics':[67,56,62,43],
    'Biology':[47,66,52,33],
    'Chemistry':[40,66,32,49],
    'Maths':[37,46,22,23]
}

# Creating a DataFrame
df = pd.DataFrame(d)

# Display original DataFrame
print("Original DataFrame:\n",df,"\n")

# Sorting values according to Chemistry column
result = df.sort_values(by='Chemistry')

# Display result
print("Sorted DataFrame according to Chemistry:\n",result)

Output

The output of the above program is:

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