{"id":401,"date":"2022-02-14T11:24:52","date_gmt":"2022-02-14T05:54:52","guid":{"rendered":"https:\/\/newsdata.io\/blog\/?p=401"},"modified":"2026-10-05T16:47:53","modified_gmt":"2026-10-05T11:17:53","slug":"the-complete-guide-to-web-scraping","status":"publish","type":"post","link":"https:\/\/newsdata.io\/blog\/the-complete-guide-to-web-scraping\/","title":{"rendered":"The Complete Guide To Web Scraping  In 2026"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; bottom_margin=&#8221;220&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; sticky_content=&#8221;true&#8221; sticky_content_functionality=&#8221;js&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221; offset=&#8221;vc_hidden-sm vc_hidden-xs&#8221;][\/vc_column][vc_column right_padding_desktop=&#8221;40&#8243; right_padding_tablet=&#8221;0&#8243; right_padding_phone=&#8221;0&#8243; top_margin=&#8221;-240&#8243; top_margin_tablet=&#8221;-180&#8243; top_margin_phone=&#8221;-135&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; el_class=&#8221;text_block_wrapper&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;3\/4&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;advanced&#8221; gradient_type=&#8221;default&#8221; offset=&#8221;vc_col-lg-9 vc_col-md-12&#8243;][image_with_animation image_url=&#8221;430&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221; margin_bottom=&#8221;20&#8243;][vc_column_text css=&#8221;.vc_custom_1689755901178{padding-bottom: 20px !important;}&#8221;]Web scraping that is also called web data extraction or data scraping, helps us in accessing the structured web data with the help of intelligence automation methods.<\/p>\n<p>In this article, we are providing a complete guide to web scraping for 2023.<\/p>\n<p><b>What is web data extraction?<\/b><\/p>\n<p><span style=\"font-weight: 400\">Web data extraction is the process of automatically collecting data from websites and converting it from unstructured HTML into a structured format such as CSV, Excel, or JSON. It is also known as web scraping or data scraping, and it is commonly used for price monitoring, market research, and news monitoring.<\/span><\/p>\n<p><strong>Web scraping is a method of extracting structured web data in a spreadsheet or a database from an unstructured data of HTML format.\u00a0<\/strong><\/p>\n<p>In our day to day life we often perform web scraping when we are gathering information from the websites and storing that information but we are doing that on a very small level.<\/p>\n<p>Web scraping has two parts: <strong>a\u00a0<a href=\"https:\/\/www.digitalwebsolutions.com\/what-is-crawl-budget-and-why-does-it-matter-for-seo\/\" target=\"_blank\" rel=\"noreferrer noopener\">web crawler\u00a0<\/a>and a web scraper.<\/strong><\/p>\n<p>Web crawlers also called as spiders or search engine bots browse the web pages for indexing content from all over the internet by following links so that it can provide the relevant information as per the needs and queries of the users.<\/p>\n<p>It is mainly use by major search engines like google, yahoo, Bing etc<\/p>\n<p>Additionally, web scraper is a tool specially design to extracting specific and target data from websites. Additionally, with flexible design, a web scraper can extract the data accurately and quickly depending on the complexity of the project.<\/p>\n<p>While web scraping, a web scraper needs the URL to load the entire HTML code of websites and sometimes CSS and java script elements as well to save the data in the form of CSV file, excel spreadsheet and JSON file.<\/p>\n<p>Web scrapers are divided depending on the work they do.<\/p>\n<p><strong>Self built scrapers<\/strong>\u00a0can be designed with the help of advanced programming knowledge as per the requirements of features.<\/p>\n<p><strong>Pre-built scrapers<\/strong>\u00a0are available for downloads and can be run easily on your computer. Additionally, pre-built scrapers have the features where you can customize them according to your needs.<\/p>\n<p><strong>Browser extension web scrapers<\/strong> are extensions that can be run by adding in a browser as they are merged on your browser. But it is limited to some features only and more advanced features can not be run on a browser.<\/p>\n<p><strong>Software web scrapers<\/strong>\u00a0can be downloaded and installed on your computer with no limitations as they are more complex than browser web scrapers and able to run advanced features as well.<\/p>\n<p><strong>Cloud web scrapers<\/strong>\u00a0are provided by the company you buy scrapers from and run on browsers in the cloud.<\/p>\n<p>You can use<strong> Local web scrapers<\/strong>\u00a0on your computer using local resources.[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1689755915952{padding-bottom: 20px !important;}&#8221;]\n<h2 class=\"wp-block-heading\"><strong>What is web scraping used for?<\/strong><\/h2>\n[\/vc_column_text][image_with_animation image_url=&#8221;413&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][vc_column_text css=&#8221;.vc_custom_1689755982611{padding-bottom: 20px !important;}&#8221;]\n<p>Web scraping can be used for different purposes accordingly.<\/p>\n<p><strong>Price monitoring<\/strong> can be use to analyzing and extracting price information for your company and the competing companies. As well as, it also helps in adjusting your prices based on the rules you set.<\/p>\n<p><strong>Market research<\/strong> can be use to get collecting marketing data that may improve the marketing strategies of your company after analyzing the consumers trends and market insights.<\/p>\n<p><strong>News and content monitoring<\/strong> can be use to get obtaining detailed reports on current and historical news to analyze the productive moves and mistakes of a company. Despite all this, <a href=\"https:\/\/newsdata.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Newsdata.io<\/a>\u00a0is a great tool to extract news data from the web.<\/p>\n<p><strong>Sentiment analysis<\/strong> is a great way to collect data regarding the general sentiments your consumers show on your products, with the help of social media such as Facebook and twitter.<\/p>\n<p><strong>Email marketing<\/strong> can be use for sending promotional and marketing emails by collecting email accounts from different sites.<\/p>\n<p><strong>Alternative data for finance<\/strong> can be use to extract customer sentiments, estimating company\u2019s fundamentals, news monitoring and analyzing credit card or email transactions.<\/p>\n<p><strong>Real estate<\/strong> includes collected data of properties and consumers to analyze consumer needs, available estates, monitor vacancy rates, estimate rental yields and property value. At the same time, you can <a href=\"https:\/\/www.scrapingdog.com\/blog\/scrape-zillow\/\" target=\"_blank\" rel=\"noreferrer noopener\">scrape Zillow,<\/a> idealista and many more real estate websites.<\/p>\n<p><strong>Brand monitoring<\/strong>\u00a0allows you to observe the data related to your brand that is available on the internet including global and local news, e-commerce and review platforms, social media, and more.<\/p>\n<p><strong>Business automation<\/strong>\u00a0is a perfect way to grow your business by analyzing a large volume of data that includes the launch of a new project, new business strategies and streamlining operations across all areas of an organization.<\/p>\n<p><strong>Map monitoring ( Minimum advertised price )<\/strong> is the process of identifying if the online price of your products and services are align with your pricing policy or not.<\/p>\n[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1689755997460{padding-bottom: 20px !important;}&#8221;]\n<h3><b>What is News Scraping?<\/b><\/h3>\n<p><span style=\"font-weight: 400\">News scraping is the process of automatically extracting articles, headlines, publication dates, authors, and other details from news websites. Teams use web scraping to gather news data for media monitoring, brand tracking, market research, and training datasets.<\/span><\/p>\n<p><b>How news scraping typically works:<\/b><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">A crawler discovers article URLs from news sites, sitemaps, or RSS feeds.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">A scraper loads each page and pulls out the headline, body text, date, and author.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The extracted data is cleaned and stored in CSV, JSON, or a database.<\/span><\/li>\n<\/ol>\n<p><b>Challenges of scraping news websites:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Every news site has a different HTML structure, so scrapers need constant maintenance.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Many sites use JavaScript rendering, paywalls, or anti-bot protection.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Scraped content can raise copyright and terms-of-service issues.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Duplicate articles and inconsistent formatting need extra cleaning.<\/span><\/li>\n<\/ul>\n<p><b>Web scraping vs. a news API:<\/b><\/p>\n<p><span style=\"font-weight: 400\">Instead of building and maintaining scrapers for hundreds of sources, you can use a<\/span><strong><a href=\"https:\/\/newsdata.io\/breaking-news-api\"> news API<\/a><\/strong><span style=\"font-weight: 400\"> that delivers structured news data in JSON.<\/span><strong><a href=\"https:\/\/newsdata.io\/\"> NewsData.io<\/a><\/strong><span style=\"font-weight: 400\"> covers 100,000+ sources across 206+ countries and 89 languages, and also offers a<\/span><strong><a href=\"https:\/\/newsdata.io\/historical-news-api\"> Historical News API<\/a><\/strong><span style=\"font-weight: 400\"> for past articles. You can check the<\/span><strong><a href=\"https:\/\/newsdata.io\/documentation\"> documentation<\/a><\/strong><span style=\"font-weight: 400\"> to see how requests and filters work.<\/span>[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1689755997460{padding-bottom: 20px !important;}&#8221;]\n<h2 class=\"wp-block-heading\"><strong>Is web scraping legal or not?<\/strong><\/h2>\n[\/vc_column_text][image_with_animation image_url=&#8221;404&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][vc_column_text css=&#8221;.vc_custom_1693202886218{padding-bottom: 20px !important;}&#8221;]<a href=\"https:\/\/www.rankwatch.com\/blog\/pros-and-cons-of-web-scrapping-for-ecommerce-seo\/\">Performing web scraping<\/a> is not a criminal offense as long as it is not violating the laws and regulations of a particular place. further, <strong><a href=\"https:\/\/rajat-testprepkart.medium.com\/what-are-the-legality-and-myths-of-web-scraping-bd2d3beb9df\" target=\"_blank\" rel=\"noreferrer noopener\">The legality of web scraping<\/a>\u00a0<\/strong>depends on various factors- what ways are you using to obtain the data from the websites? What kind of data are you scraping?\u00a0 How do you use the extracted data? Is there any violation of \u2018terms &amp; conditions\u2019 guidelines?<\/p>\n<p><strong>Here are some regulations regarding unauthorized web scraping:<\/strong><\/p>\n<ol>\n<li>Violation of the Digital Millennium Copyright Act (DMCA)<\/li>\n<li>Breach of Contract<\/li>\n<li>Copyright Infringement<\/li>\n<li>Violation of the Computer Fraud and Abuse Act (CFAA)<\/li>\n<li>Trespassing, etc.<\/li>\n<\/ol>\n<h2 class=\"wp-block-heading\"><span id=\"the-best-web-scraping-tools\" class=\"ez-toc-section\"><\/span><strong>The best web scraping tools<\/strong><\/h2>\n[\/vc_column_text][image_with_animation image_url=&#8221;412&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][vc_column_text css=&#8221;.vc_custom_1689756117777{padding-bottom: 20px !important;}&#8221;]Web scraping API tools are specially developer software to extract useful information from websites. At the same time, these tools allow the user to collect information as per the needs.<\/p>\n<p><a href=\"https:\/\/newsdata.io\/blog\/best-web-scraping-tools\/\"><strong>Here is an organized list of top web scraping API tools<\/strong><\/a>\u00a0that includes commercial and open source tools with popular features.<\/p>\n<ol>\n<li><a href=\"https:\/\/newsdata.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Newsdata.io<\/a> is a News API and a great tool to extract news data from the web. Additionally, they offer a huge amount of news data that we can access in its news API. For queries and customer support you can contact them <a href=\"https:\/\/newsdata.io\/contact\" target=\"_blank\" rel=\"noreferrer noopener\">here<\/a>.<\/li>\n<li>Bright data is a great tool, despite, it is a cost effective way that provides the structured data converted from unstructured data to its customers.<\/li>\n<li>Scrapingbee\u00a0is a web scraping API that also provides a dedicated API for Google search scraping.<\/li>\n<li>Also, scraping-bot is a great tool to extract structured data from a URL.<\/li>\n<li>Scraper api\u00a0is an effective tool to get HTML from any web page and it also helps you in managing proxy, browser, and CAPTCHA.<\/li>\n<\/ol>\n<p><strong>Below we have a list of many other great tools or web scraping API for web scraping.<\/strong><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li>Scrapestack<\/li>\n<li>Apify<\/li>\n<li>Agency<\/li>\n<li>Import.io<\/li>\n<li>Outwit<\/li>\n<li>Webz.io<\/li>\n<li>Dexi intelligent<\/li>\n<li>Parese hub<\/li>\n<li>Diffbot<\/li>\n<li>Fminer<\/li>\n<li>Data streamer<\/li>\n<li>Sequentum<\/li>\n<li>Data miner chrome extension<\/li>\n<li>Mozenda<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\"><span id=\"python-as-a-best-programming-language-for-web-scraping\" class=\"ez-toc-section\"><\/span><strong>Python as a best programming language for web scraping<\/strong><\/h3>\n[\/vc_column_text][image_with_animation image_url=&#8221;410&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][vc_column_text css=&#8221;.vc_custom_1689756181921{padding-bottom: 20px !important;}&#8221;]Although, If we are searching for an ideal programming language for data scraping from the websites, we should keep these things in mind.<\/p>\n<ol>\n<li>Flexibility<\/li>\n<li>Operational ability to feed database<\/li>\n<li>Crawling efficiency<\/li>\n<li>Ease of coding<\/li>\n<li>Scalability<\/li>\n<li>Maintainability<\/li>\n<\/ol>\n<p>In fact, python is consider as the best web scraping or data scraping language. Most of the web crawling related processes can be done using python.<\/p>\n<p><strong>Beautiful soup is a python library for pulling data out of HTML and XML files.<\/strong> Other than that, It is one of the most widely use frameworks based on Python for scraping. Also, beautiful Soup is able to convert incoming documents to Unicode and outgoing documents to UTF-8.<\/p>\n<p>Moreover, It works on popular Python parsers like XML and html5lib that allow you to try different parsing methodologies. In fact, the remarkable features of beautiful soup are pythonic idioms for navigation, searching, and modifying a parse tree.<\/p>\n<p>Python is consider as the best programming language for web scraping because of these highly evolve libraries.<\/p>\n<p><strong>How can we extract data from a website for free?\u00a0<\/strong><\/p>\n<p>Obviously, we have various free web scraping tools available online which allow you to automate the process of extracting data from the web.<\/p>\n<p>When you are searching for the information you need on a website and you simply cut and paste that information into another document like a spreadsheet, you are extracting data for free but this is a low, inefficient, and error-prone way of extracting data.<\/p>\n<p>But to collect large amount of data, there is a tool known as web scraper.<\/p>\n<p>Besides, you can find various free scraping solutions or scraping API available online to extract data from the web.[\/vc_column_text][vc_column_text css=&#8221;.vc_custom_1689756181921{padding-bottom: 20px !important;}&#8221;]\n<h2><b>Frequently Asked Questions<\/b><\/h2>\n<h3><b style=\"font-size: 16px\">1. What is web data extraction?<\/b><\/h3>\n<p><span style=\"font-weight: 400\">Web data extraction is the automated process of collecting data from websites and saving it in a structured format like CSV, Excel, or JSON. It is another name for web scraping.<\/span><\/p>\n<p><b>2. What is news scraping?<\/b><\/p>\n<p><span style=\"font-weight: 400\">News scraping is the automated extraction of articles, headlines, dates, and authors from news websites, usually for media monitoring, research, or building datasets.<\/span><\/p>\n<p><b>3. Is it legal to scrape news websites?<\/b><\/p>\n<p><span style=\"font-weight: 400\">It depends on the website&#8217;s terms and conditions, the type of data, and how you use it. Copyright and breach-of-contract issues can apply, so always review a site&#8217;s terms before scraping.<\/span><\/p>\n<p><b>4. Is there an alternative to scraping news websites?<\/b><\/p>\n<p><span style=\"font-weight: 400\">Yes. A news API like<\/span><strong><a href=\"https:\/\/newsdata.io\/\"> NewsData.io<\/a><\/strong><span style=\"font-weight: 400\"> provides structured news data from thousands of sources without you having to build or maintain scrapers.<\/span><\/p>\n<p><b>5. Which language is best for web scraping?<\/b><\/p>\n<p><span style=\"font-weight: 400\">Python is widely considered the best choice because of libraries like BeautifulSoup.<\/span>[\/vc_column_text][image_with_animation image_url=&#8221;3027&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; img_link_target=&#8221;_blank&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221; img_link=&#8221;https:\/\/bit.ly\/41MjLOC&#8221;][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>Do you know how Web Scraping can be done in 2022? We are providing a complete guide for Web Scraping in 2022. Visit the link to know more.<\/p>\n","protected":false},"author":18,"featured_media":430,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[12,14,10,11,13,15],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Complete Guide To Web Scraping In 2026 - Newsdata.io - Stay Updated with the Latest News API Trends<\/title>\n<meta name=\"description\" content=\"Learn how news scraping works, the best tools, and when a news API is the better choice. 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