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Scraping websites with Newspaper3k in Python

  • Difficulty Level : Easy
  • Last Updated : 08 Sep, 2021

Web Scraping is a powerful tool to gather information from a website. To scrape multiple URLs, we can use a Python library called Newspaper3k. The Newspaper3k package is a Python library used for Web Scraping articles, It is built on top of requests and for parsing lxml. This module is a modified and better version of the Newspaper module which is also used for the same purpose.


To install this module type the below command in the terminal.

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pip install newspaper3k

Step-by-step Approach:

  1. First we will define a list containing the URLs or assign a single URL. 
  2. We will create an Article object passing in the parameters such as the name of the URL and optional parameters     like language=’en’, for English
  3. We will then download and parse the file.
  4. Finally, display the data extracted.

Below are some examples based on the above approach:

Example 1

Below is a program to scrap data from a given URL.


# Import required module
import newspaper
# Assingn url
# Extract web data
url_i = newspaper.Article(url="%s" % (url), language='en')
# Display scrapped data


Example 2

Here, we scrap data from multiple URLs and then display it.


# Import required modules
import newspaper
# Define list of urls
# Parse through each url and display its content
for url in list_of_urls:
    url_i = newspaper.Article(url="%s" % (url), language='en')


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