Pandas iteritems - Python Pandas DataFrame iteritems() Function

Pandas iteritems: Pandas is a one-dimensional ndarray with labels on the axis. The labels do not have to be unique, but they must be of the hashable type. The object supports both integer and label-based indexing, as well as a variety of methods for working with the index.

Pandas DataFrame iteritems() Function:

Iteritems pandas: Iterate over the DataFrame columns with the iteritems() function of the Pandas DataFrame, which returns a tuple containing the column name and the content as a Series.

Syntax:

DataFrame.iteritems()

Parameters: This method doesn’t accept any parameters

Return Value:

Gives the following:

label: Object

The names of the columns in the DataFrame being iterated over.

content: Series

The column entries that belong to each label, as a Series.

Pandas DataFrame iteritems() Function in Python

Approach:

Import pandas module using the import keyword.
Pass some random key-value pair(dictionary), index list as arguments to the DataFrame() function of the pandas module to create a dataframe
Print the given dataframe
Loop in the label and data of the dataframe using the for loop and the iteritems() functions and print the corresponding label and data.
The Exit of the Program.

Below is the implementation:

# Import pandas module using the import keyword.
import pandas as pd
# Pass some random key-value pair(dictionary), index list as arguments to the 
# DataFrame() function of the pandas module to create a dataframe
# Store it in a variable.
data_frme = pd.DataFrame({
  "emp_name": ["john", "nick" , "jessy", "mary"],
  "emp_age": [25, 35, 38, 22],
  "emp_salary": [25000, 40000, 22000, 80000]},
  index= [1, 2, 3, 4]
)
# Print the  given dataframe
print("The given Dataframe:")
print(data_frme)
print()
# Loop in the label and data of the dataframe using the for loop and the iteritems() functions
# and print the corresponding label and data
for label, data in data_frme.iteritems():
  print(f'label: {label}')
  print(f'data: \n{data}')
  print()

Output:

The given Dataframe:
  emp_name  emp_age  emp_salary
1     john       25       25000
2     nick       35       40000
3    jessy       38       22000
4     mary       22       80000

label: emp_name
data: 
1     john
2     nick
3    jessy
4     mary
Name: emp_name, dtype: object

label: emp_age
data: 
1    25
2    35
3    38
4    22
Name: emp_age, dtype: int64

label: emp_salary
data: 
1    25000
2    40000
3    22000
4    80000
Name: emp_salary, dtype: int64

Pandas iteritems – Python Pandas DataFrame iteritems() Function

Pandas DataFrame iteritems() Function in Python

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