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How to create a series from dictionary | Pandas | Pandas Tutorial | Pandas Data structure Series
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In Python, you can create a pandas Series object from a dictionary using the pd.Series() function from the pandas library.
Here's an example:
import pandas as pd
my_dict = {'a': 1, 'b': 2, 'c': 3}
my_series = pd.Series(my_dict)
print(my_series)
Output:
a 1
b 2
c 3
dtype: int64
In this example, we first define a dictionary my_dict with three key-value pairs. We then use the pd.Series() function to create a pandas Series object my_series from the dictionary. Finally, we print the Series object, which shows the key-value pairs in the dictionary along with their corresponding data types.
code snippet to create series from dictionary
# create a series from dictionary
data = { 'a':0,'b':1,'c':2}
print(data)
#example 1
s = pd.Series(data)
print(s)
#exmple 2
s= pd.Series(data,index=['b','c','d','a'])
print(s)
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Here's an example:
import pandas as pd
my_dict = {'a': 1, 'b': 2, 'c': 3}
my_series = pd.Series(my_dict)
print(my_series)
Output:
a 1
b 2
c 3
dtype: int64
In this example, we first define a dictionary my_dict with three key-value pairs. We then use the pd.Series() function to create a pandas Series object my_series from the dictionary. Finally, we print the Series object, which shows the key-value pairs in the dictionary along with their corresponding data types.
code snippet to create series from dictionary
# create a series from dictionary
data = { 'a':0,'b':1,'c':2}
print(data)
#example 1
s = pd.Series(data)
print(s)
#exmple 2
s= pd.Series(data,index=['b','c','d','a'])
print(s)
@ParagDhawan
=============================================================================
Link for Tutorial Series
Jupyter Notebook Tutorial Series:-
Python Tutorial Series:-
Python Assignments and Objective Questions:-
Tech. Videos By Parag Dhawan;-
Object-Oriented Programming in Python:-
File Handling in Python:-
Exception Handling in Python:-
NumPy Tutorial Series:-
=============================================================================
Feel free to connect and ask your queries:-
=============================================================================
Show your support by Subscribing to the channel:-
=============================================================================
#ParagDhawan
#Pandas
#DataScience
#DataAnalysis
#PandasTutorial
#PandasCourse
#Python3
#Python
#PythonProgramming
============================================================
How to Record Your Screen and make a tutorial video or demo video: -
============================================================