Extracting an attribute value with beautifulsoup in Python Last Updated : 29 Dec, 2020 Comments Improve Suggest changes Like Article Like Report Prerequisite: Beautifulsoup Installation Attributes are provided by Beautiful Soup which is a web scraping framework for Python. Web scraping is the process of extracting data from the website using automated tools to make the process faster. A tag may have any number of attributes. For example, the tag <b class="active"> has an attribute “class” whose value is “active”. We can access a tag’s attributes by treating it like a dictionary. Syntax: tag.attrs Implementation:Example 1: Program to extract the attributes using attrs approach. Python3 # Import Beautiful Soup from bs4 import BeautifulSoup # Initialize the object with a HTML page soup = BeautifulSoup(''' <html> <h2 class="hello"> Heading 1 </h2> <h1> Heading 2 </h1> </html> ''', "lxml") # Get the whole h2 tag tag = soup.h2 # Get the attribute attribute = tag.attrs # Print the output print(attribute) Output: {'class': ['hello']} Example 2: Program to extract the attributes using dictionary approach. Python3 # Import Beautiful Soup from bs4 import BeautifulSoup # Initialize the object with a HTML page soup = BeautifulSoup(''' <html> <h2 class="hello"> Heading 1 </h2> <h1> Heading 2 </h1> </html> ''', "lxml") # Get the whole h2 tag tag = soup.h2 # Get the attribute attribute = tag['class'] # Print the output print(attribute) Output: ['hello'] Example 3: Program to extract the multiple attribute values using dictionary approach. Python3 # Import Beautiful Soup from bs4 import BeautifulSoup # Initialize the object with a HTML page soup = BeautifulSoup(''' <html> <h2 class="first second third"> Heading 1 </h2> <h1> Heading 2 </h1> </html> ''', "lxml") # Get the whole h2 tag tag = soup.h2 # Get the attribute attribute = tag['class'] # Print the output print(attribute) Output: ['first', 'second', 'third'] Comment More infoAdvertise with us G gurrrung Follow Improve Article Tags : Python Web-scraping Python web-scraping-exercises Practice Tags : python Explore Python FundamentalsPython Introduction 3 min read Input and Output in Python 4 min read Python Variables 6 min read Python Operators 5 min read Python Keywords 2 min read Python Data Types 8 min read Conditional Statements in Python 3 min read Loops in Python - For, While and Nested Loops 7 min read Python Functions 8 min read Recursion in Python 6 min read Python Lambda Functions 6 min read Python Data StructuresPython String 6 min read Python Lists 6 min read Python Tuples 6 min read Dictionaries in Python 7 min read Python Sets 10 min read Python Arrays 9 min read List Comprehension in Python 4 min read Advanced PythonPython OOP Concepts 11 min read Python Exception Handling 6 min read File Handling in Python 4 min read Python Database Tutorial 4 min read Python MongoDB Tutorial 2 min read Python MySQL 9 min read Python Packages 12 min read Python Modules 7 min read Python DSA Libraries 15 min read List of Python GUI Library and Packages 11 min read Data Science with PythonNumPy Tutorial - Python Library 3 min read Pandas Tutorial 6 min read Matplotlib Tutorial 5 min read Python Seaborn Tutorial 15+ min read StatsModel Library- Tutorial 4 min read Learning Model Building in Scikit-learn 8 min read TensorFlow Tutorial 2 min read PyTorch Tutorial 7 min read Web Development with PythonFlask Tutorial 8 min read Django Tutorial | Learn Django Framework 10 min read Django ORM - Inserting, Updating & Deleting Data 4 min read Templating With Jinja2 in Flask 6 min read Django Templates 7 min read Python | Build a REST API using Flask 3 min read How to Create a basic API using Django Rest Framework ? 4 min read Python PracticePython Quiz 3 min read Python Coding Practice 1 min read Python Interview Questions and Answers 15+ min read Like