Blog_Banner_Asset
    Homebreadcumb forward arrow iconBlogbreadcumb forward arrow iconData Sciencebreadcumb forward arrow iconVariables and Data Types in Python [An Ultimate Guide for Developers]

Variables and Data Types in Python [An Ultimate Guide for Developers]

Last updated:
24th Dec, 2019
Views
Read Time
7 Mins
share image icon
In this article
Chevron in toc
View All
Variables and Data Types in Python [An Ultimate Guide for Developers]

Python programming language is one of the most in-demand programming language in the Machine Learning world. Python language helps the developer to focus more on implementing the functions than just writing complex codes. The main feature of Python is the ease of readability and access. Data Types and Variable in Python are two of the fundamental concepts of Python programming language. 

Definition of Variables in Python

The Values in Data Type and Variables keep varying. The values are stored in the memory location of a variable in a programming language. According to the specifications, the value stored can be changed. 

When a value is allocated to a variable, a python variable is declared. There is no need to give any extra command to create a variable in Python. Let us look at the regulations and rules to create a variable and how its declaration is made. Read: Data Types of Python.

Definition and Declaration of Variable

There is no need to give any command for the declaration of a variable in Python other than just providing a value. So, a variable is implicitly declared after the assignation of value. 

Rules for Declaration of Variable

  1. No Special Characters Allowed: 
  2. There is no special character allowed in a variable.
  3. Only Underscores and Alpha-Numeric characters can be allowed in a variable.
  4. The value in the variable of Python is case sensitive.

Check out our data science online courses to upskill yourself

Different Data Types in Python

There are six main types of Data types in Python. Four of them are numerical Data Types that holds only numeric values. They are Boolean, Complex Number, Float and Integers. Let’s all the data types in details

  • Integers

Whole Numbers are used for the representation of Integer Data Type Value.

For example, 

1| x = 200

2 | y = 424

3 | z = 488

As long as the value of an integer is in the whole number, it will stay an integer.

One can use type() function to know the type of data type of any variable. 

  • Float

Decimal point values are used for the representation of Float Value.

For example,

1 | x = 11.55

2 | y = 13.45

3 | z= 55.66

If there is a decimal value in an integer, then it will automatically become a float data type.

  • Complex Numbers

Imaginary values are used to represent complex numbers. The value “j” is used at the end of the number to represent Imaginary Values.

For example,

1 | y = 12 + 6j

2 | x = 15 +7j

3 | z = 77 + 88j

  • Boolean

The Boolean data type is used to get an output, either true or false. It categories the output in false or true.

For example,

1 | num = 6 > 2

2 | #num is boolean variable

3 | type(num)

4 | #the output will be boolean

5 | print(num)

6 | #this will print true

  • Strings

Unicode character values are used for the representation of String Data Type. A string can also be a single character because there is no data type for a character in the python programming language. Double quotes or single quotes are used in the value of string for declaration or denotation. Square brackets and indexes are used for the value in a string to be accessed. 

For example:

name = ‘python’

name[5] 

#this will give you the output as ‘o’

The nature of string is immutable because the string cannot be changed after it is once replaced.

Command line input for strings

1 y = input()

2 | print( ‘bye’ , y)

Operations using strings

1 | name = ‘python’

2 | name.upper()

3 | #this will make the letters to uppercase

4 | name.lower()

5 | #this will make the letters to lowercase

6 | name.replace(‘p’) = ‘P’

7 | #this will replace the letter ‘p’ with ‘P’

8 | name[2: 5]

9 | #this will return the strings starting at index 2 until the index 5.

  • Lists

In Python programming language, there are Four types of collection data types. One should know the limits and functions of a collection before selecting a type of collection. One of the collection data types is Lists. The other three collection data types are Dictionary, Set, Tuple.

A list can be changed and ordered again, which is not similar in the case of a string. One can also add duplicate value in the List. Square brackets are used for the declaration of List.

1 | pythonlist = [9, 10, 11, 12, 23, 4, 49, 4, 4, ‘python’, ‘n’]

How to access value from a list?

In String, Values are accessed by using indexes.

1 | pythonlist[3:7]

2 |  

3 | #this will get the values from index 3 until index 7.

How to add or replace a value in a list?

1 | pythonlist[6] = ‘python’

2 |

3 | #this will replace the value at index 3.

4 |

5 | pythonlist.append(‘python’)

6 |

7 | #this will add the value at the end of the List.

8 |

9 | pythonlist.insert(3, ‘machine learning)

10 | 

11 | #this will add the value at index 3.

There are other operations on the List which can be performed are as follows:

 

Method Name and its Property     

  • reverse() – returns the reversed list
  • sort() – sorts the list
  • remove() – removes the item with the specified value
  • pop() – removes the element from the specified position
  • index() – returns the index of the element
  • count() – returns the number of elements of the specified value
  • extend() – add the elements of the List to the end of the current List
  • copy() – returns a copy of the list
  • clear() – removes all the elements from the list

Explore our Popular Data Science Online Courses

  • Tuples

It is a type of collection data type which cannot be muted or changed. By the use of index values, the values of Tuple is accessed. The benefits in the tuples are in order, and it can also have values in duplicate. Round Brackets are used to declare the value in a tuple. 

For example,

1 | pythontuple = (100,100,200,300,400,500,500,500)

2 |  

3 | #to count the number of elements

4 | 

5 | pythontuple.count(500)

6 | 

7 | #the output will be 3

8 |  

9 | #to find the index

10 |  

11 | pythontuple.index(300)

#the output will be 4. since the index number at 300 is 4.

Read our popular Data Science Articles

  • Sets

This type of data type is not in order, and it has no index as well. Curly brackets are used in Python for the declaration of a set.

For example,

1 | pythonset = {1, 2, 3, 4, 5, 5}

Top Data Science Skills to Learn to upskill

upGrad’s Exclusive Data Science Webinar for you –

Transformation & Opportunities in Analytics & Insights

  • Dictionary

It is a type of collection data type which is similar to other collection data type, but its values are represented in pairs. It can be changed and no need to put it in order. 

1 | pythondictionary = { ‘tensorflow’ : ‘ ML’, ‘data’ ” ‘ python’ }  

Conclusion

Python is a quite popular language today mainly because of the variables and data types it can handle. These data types are uncommon and not found in most other languages, making Python unique for core mathematical, statistical and computational implementations.

Enroll now for the program – Professional Certificate Program in Data Science for Business Decision Making from IIM-Kozhikode

Profile

Rohit Sharma

Blog Author
Rohit Sharma is the Program Director for the UpGrad-IIIT Bangalore, PG Diploma Data Analytics Program.

Frequently Asked Questions (FAQs)

1In Python, how are global and local variables different from each other?

A local variable is defined within a function, but a global variable is declared outside the function. Local variables are created when the function is called and then deleted when it is finished. Global variables, on the other hand, are generated when the program starts and deleted when it is finished. With a local variable, data sharing is not feasible, but with a global variable, it is. Local variables are retained on the stack, whereas global variables are stored by the compiler at a specified location.

2What is the K-map approach for reducing any Boolean function to its simplest form?

Minimization is the process of reducing the algebraic form of a Boolean function. The K-map method is one of these techniques. The K-map method of solving logical expressions is a graphical tool for simplifying Boolean problems. K-maps are sometimes known as 2D truth tables since they are merely a different way of presenting the data in a one-dimensional truth table.

3In Python, how do you read a variable?

The input() built-in method in Python may read user input from the keyboard. The user's input is read as a string, which may then be assigned to a variable. We need to press the “Enter” button after inputting the value from the keyboard. The user's value is then read by the input() method.

Explore Free Courses

Suggested Blogs

4 Types of Trees in Data Structures Explained: Properties & Applications
61670
In this article, you will learn about the Types of Trees in Data Structures with examples, Properties & Applications. In my journey with data stru
Read More

by Rohit Sharma

31 May 2024

Searching in Data Structure: Different Search Methods Explained
40549
The communication network is expanding, and so the people are using the internet! Businesses are going digital for efficient management. The data gene
Read More

by Rohit Sharma

29 May 2024

What is Linear Data Structure? List of Data Structures Explained
54895
Data structures are the data structured in a way for efficient use by the users. As the computer program relies hugely on the data and also requires a
Read More

by Rohit Sharma

28 May 2024

4 Types of Data: Nominal, Ordinal, Discrete, Continuous
318426
Summary: In this Article, you will learn about what are the 4 Types of Data in Statistics. Qualitative Data Type Nominal Ordinal Quantitative Data
Read More

by Rohit Sharma

28 May 2024

Python Developer Salary in India in 2024 [For Freshers & Experienced]
909140
Wondering what is the range of Python developer salary in India? Before going deep into that, do you know why Python is so popular now? Python has be
Read More

by Sriram

21 May 2024

Binary Tree in Data Structure: Properties, Types, Representation & Benefits
89540
Data structures serve as the backbone of efficient data organization and management within computer systems. They play a pivotal role in computer algo
Read More

by Rohit Sharma

21 May 2024

Data Analyst Salary in India in 2024 [For Freshers & Experienced]
23546
Summary: In this Article, you will learn about Data Analyst Salary in India in 2024. Data Science Job roles Average Salary per Annum Data Scient
Read More

by Shaheen Dubash

20 May 2024

Python Free Online Course with Certification [2024]
136180
Summary: In this Article, you will learn about python free online course with certification. Programming with Python: Introduction for Beginners Le
Read More

by Rohit Sharma

20 May 2024

13 Interesting Data Structure Projects Ideas and Topics For Beginners [2023]
249820
 In the world of computer science, understanding data structures is essential, especially for beginners. These structures serve as the foundation for
Read More

by Rohit Sharma

20 May 2024

Schedule 1:1 free counsellingTalk to Career Expert
icon
footer sticky close icon