{"id":5331,"date":"2026-03-26T10:05:08","date_gmt":"2026-03-26T10:05:08","guid":{"rendered":"https:\/\/xaz.jhm.mybluehost.me\/scraping-bot\/?p=5331"},"modified":"2026-05-05T11:37:45","modified_gmt":"2026-05-05T11:37:45","slug":"how-to-scrape-and-collect-data-from-twitter-2","status":"publish","type":"post","link":"https:\/\/scraping-bot.io\/blogs\/how-to-scrape-and-collect-data-from-twitter-2\/","title":{"rendered":"How to scrape Twitter?"},"content":{"rendered":"<p>ata on the internet. With over 200 million active users sharing opinions, trends, and real-time information every day, scraping Twitter gives businesses and developers a powerful edge for market research, brand monitoring, sentiment analysis, and competitive intelligence.<\/p>\n<p>But scraping Twitter isn&#8217;t straightforward. The platform has strong anti-bot protections that block most traditional scraping approaches. That&#8217;s where ScrapingBot&#8217;s Twitter Scraper API comes in \u2014 it handles all the complexity for you, so you can collect public data from Twitter profiles and search results in JSON format, without getting blocked.<\/p>\n<p>In this guide, you&#8217;ll learn:<\/p>\n<ul>\n<li>What data you can collect from Twitter (X) with ScrapingBot<\/li>\n<li>How to set up the Twitter Scraper API step by step<\/li>\n<li>How to scrape Twitter profiles and hashtags with real code examples<\/li>\n<\/ul>\n<h2>How to Scrape Twitter (X) in 2026: Profiles, Hashtags &amp; Search Results<\/h2>\n<h2>What data can you collect with our Twitter Scraper?<\/h2>\n<h3>Twitter profiles<\/h3>\n<p>Profile name, profile image, profile background image, number of tweets, account verification, profile bio, number followed, number of followers, latest posts data\u00a0(text, time, ID, replies, retweets, likes, views, media)<\/p>\n<p><a> TRY FOR FREE SCRAPER TWITTER PROFILES <\/a> <img fetchpriority=\"high\" decoding=\"async\" style=\"--dominant-color: #565762;\" src=\"https:\/\/scraping-bot.io\/blogs\/wp-content\/uploads\/2025\/10\/Frame-1984078015.webp\" sizes=\"(max-width: 336px) 100vw, 336px\" srcset=\"https:\/\/scraping-bot.io\/blogs\/wp-content\/uploads\/2025\/10\/Frame-1984078015.webp 336w, https:\/\/scraping-bot.io\/blogs\/wp-content\/uploads\/2025\/10\/Frame-1984078015.webp 300w\" alt=\"\" width=\"336\" height=\"279\" data-has-transparency=\"true\" data-dominant-color=\"565762\" \/><\/p>\n<h3>Twitter search results<\/h3>\n<p>From a keyword or a hashtag: Username, tweet URL, created time, ID, other hashtags, user mentions, source, geo coordinates, reply count, quote count, conversation ID, retweeted, possibly sensitive, language, media data\u00a0(links, expanded URL, type, width and height)<\/p>\n<h2>How to start scraping X (Twitter)?<\/h2>\n<p>ScrapingBot is here to help you scrape Twitter profiles and hashtags as easily and efficiently as possible.<\/p>\n<p><a href=\"https:\/\/scraping-bot.io\/pricing-web-scraper-api\"> Try for Free Twitter Scraper <\/a><\/p>\n<h2>1 &#8211; Create an account :<\/h2>\n<p>Want to start scraping Twitter right now? No problem, ScrapingBot offersFREE access with 100 credits per month to get started. No payment information required, and no any engagement. If you already have an account, just log in.<\/p>\n<h2>2. Configure your scraping :<\/h2>\n<p style=\"color: #000000;\">Once your account has been created, go to\u00a0Documentation, to the\u00a0\u201c<a href=\"https:\/\/scraping-bot.io\/web-scraping-documentation\/social-media-api\" target=\"_blank\" rel=\"noopener\">Data Scraper API<\/a>\u201d\u00a0section to be able to start scraping what you want.<\/p>\n<p style=\"color: #000000;\">Setting up the endpoint is a two-step process with\u00a0two API calls. It\u2019s a little longer than usual because social networks have many protections to avoid robots and get scraped. These two calls make it possible to recover the data without being blocked.<\/p>\n<h6 id=\"step-1--get-your-res\" style=\"color: #000000;\">Step 1 : Get your Response ID<\/h6>\n<p style=\"color: #000000;\">First, you must make a first\u00a0POST\u00a0request to get the\u00a0ResponseID\u00a0which will be used later. To do this, you must enter the following parameters in the body, then run a first API call:<\/p>\n<ul style=\"background: #ffffff; font-size: 16px; color: #000000;\">\n<li style=\"font-size: 16px;\">scraper:\u00a0(\u201ctwitterProfile\u201d\u00a0to scrape Twitter profiles, or\u00a0\u201ctwitterSearch\u201d\u00a0to scrape Twitter search resultss)\n<ul style=\"font-size: 16px;\">\n<li style=\"font-size: 16px;\">If you chose\u00a0twitterProfile\u00a0as a scraper:\n<ul style=\"font-size: 16px;\">\n<li style=\"font-size: 16px;\">url: Add the URL of the Twitter profile you want to scrape<\/li>\n<\/ul>\n<\/li>\n<li style=\"font-size: 16px;\">f you chose\u00a0twitterSearch\u00a0as a scraper:\n<ul style=\"font-size: 16px;\">\n<li style=\"font-size: 16px;\">search: Enter the keyword or hashtag you want to retrieve search results data from<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"color: #000000;\">Here is the Request Endpoint:<\/p>\n<p style=\"color: #000000;\"><code>http:\/\/api.scraping-bot.io\/scrape\/data-scraper<\/code><\/p>\n<h6 id=\"step-2--configure-yo\" style=\"color: #000000;\">Step 2 : Configure your second request<\/h6>\n<p style=\"color: #000000;\">Now that you have your\u00a0responseId, you will be able to configure a\u00a0GET request\u00a0to ask for the response.:<\/p>\n<p style=\"color: #000000;\">Here is the Request Endpoint:<\/p>\n<p style=\"color: #000000;\"><code>http:\/\/api.scraping-bot.io\/scrape\/data-scraper-response?responseId=xxxx&amp;scraper=name<\/code><\/p>\n<p style=\"color: #000000;\">Complete the Response Endpoint with these parameters:<\/p>\n<ul style=\"background: #ffffff; font-size: 16px; color: #000000;\">\n<li style=\"font-size: 16px;\">responseId\u00a0: Insert here the Response ID that you had with the POST API call<\/li>\n<li style=\"font-size: 16px;\">scraper: You must fill in the same as that used previously for the POST API call\u00a0(\u201c\u201dtwitterProfile\u201d\u00a0or\u00a0\u201ctwitterSearch\u201d\u201d)<\/li>\n<\/ul>\n<p style=\"color: #000000;\">When it\u2019s ready, execute the API call. The result you will get will tell you if the scraping is ready to use or not. If it\u2019s not, you will get this pending message:<\/p>\n<pre style=\"font-size: 16px; color: #000000;\"><code>{\"status\": \"pending\",\"message\": \"Scraping is not finished for this request, try again in a few\"}<\/code><\/pre>\n<p style=\"color: #000000;\">In this case, you have to try again until it\u2019s ready.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ata on the internet. With over 200 million active users sharing opinions, trends, and real-time information every day, scraping Twitter gives businesses and developers a powerful edge for market research, brand monitoring, sentiment analysis, and competitive intelligence. But scraping Twitter isn&#8217;t straightforward. The platform has strong anti-bot protections that block most traditional scraping approaches. That&#8217;s [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":5337,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[6],"tags":[],"class_list":["post-5331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-web-scraping-in-general"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to scrape Twitter? - Scraping-bot<\/title>\n<meta name=\"description\" content=\"ata on the internet. 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