{"id":19249,"date":"2024-01-30T20:51:06","date_gmt":"2024-01-30T20:51:06","guid":{"rendered":"https:\/\/www.rapidseedbox.com\/?p=19249"},"modified":"2026-01-06T13:55:32","modified_gmt":"2026-01-06T13:55:32","slug":"mastering-twitter-scraping","status":"publish","type":"post","link":"https:\/\/www.rapidseedbox.com\/zh\/blog\/mastering-twitter-scraping","title":{"rendered":"2026 \u5e74 Twitter\uff08X\uff09\u6293\u53d6\uff1a\u7ec8\u6781\u6307\u5357"},"content":{"rendered":"<p>\u62e5\u6709\u8d85\u8fc7 6.66 \u4ebf\u6d3b\u8dc3\u7528\u6237\u7684\u524d <a href=\"https:\/\/twitter.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Twitter \u6216\u65b0\u54c1\u724c X<\/a>Twitter \u662f\u6700\u6d41\u884c\u7684\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u4e4b\u4e00\uff0c\u4e5f\u662f\u4f01\u4e1a\u3001\u7814\u7a76\u4eba\u5458\u548c\u4e2a\u4eba\u7684\u91cd\u8981\u4fe1\u606f\u6765\u6e90\u3002\u7136\u800c\uff0c\u4ece\u6d69\u5982\u70df\u6d77\u7684 Twitter \u6570\u636e\u4e2d\u624b\u52a8\u63d0\u53d6\u548c\u8fc7\u6ee4\u6570\u636e\uff0c\u65e2\u8d39\u65f6\u53c8\u8d39\u529b\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraper-2.jpg\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"585\" src=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraper-2-1024x585.jpg\" alt=\"\u63a8\u7279\u6293\u53d6\u5668\" class=\"wp-image-19341\" srcset=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraper-2-1024x585.jpg 1024w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraper-2-300x171.jpg 300w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraper-2-1536x878.jpg 1536w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraper-2-18x10.jpg 18w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraper-2.jpg 1792w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><em><strong>Twitter \u641c\u7d22\u5305\u62ec\u4f7f\u7528\u8f6f\u4ef6\u6216\u811a\u672c\u4ece\u5e73\u53f0\u4e0a\u6536\u96c6\u6570\u636e\u3002<\/strong> \u901a\u8fc7\u5206\u6790\u8fd9\u4e9b\u6570\u636e\uff0c\u60a8\u53ef\u4ee5\u6df1\u5165\u4e86\u89e3\u6d41\u884c\u8bdd\u9898\u548c\u6807\u7b7e\u3001\u5bf9\u8bdd\u3001\u5e73\u53f0\u4e0a\u53d1\u751f\u7684\u4e92\u52a8\u4ee5\u53ca\u7528\u6237\u884c\u4e3a\u3002 <\/em><\/p>\n\n\n\n<p>\u6536\u96c6\u5230\u7684\u4fe1\u606f\u53ef\u4ee5\u8fdb\u884c\u7ec6\u81f4\u5206\u6790\uff0c\u7528\u4e8e\u60c5\u611f\u5206\u6790\u3001\u5e02\u573a\u7814\u7a76\u548c\u793e\u4ea4\u5a92\u4f53\u76d1\u6d4b\u7b49\u5404\u79cd\u76ee\u7684\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8 <a href=\"https:\/\/www.rapidseedbox.com\/zh\/blog\/web-scraping\" target=\"_blank\" rel=\"noreferrer noopener\">\u522e\u524a<\/a> \u4f7f\u7528\u73b0\u6709\u65b9\u6cd5\u83b7\u53d6 Twitter \u6570\u636e\uff08\u4ece\u811a\u672c\u5230\u65e0\u4ee3\u7801\u8f6f\u4ef6\uff09\u3001\u76f8\u5173\u6210\u672c\u4ee5\u53ca\u5408\u6cd5\u6027\u548c\u9053\u5fb7\u6761\u6b3e\u3002<\/p>\n\n\n\n<div style=\"height:13px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><em><strong>\u514d\u8d23\u58f0\u660e\uff1a&nbsp;<\/strong>\u514d\u8d23\u58f0\u660e\uff1a\u672c\u6750\u6599\u4ec5\u4f9b\u53c2\u8003\u3002\u5b83\u5e76\u4e0d\u6784\u6210\u5bf9\u4efb\u4f55\u6d3b\u52a8\uff08\u5305\u62ec\u975e\u6cd5\u6d3b\u52a8\uff09\u3001\u4ea7\u54c1\u6216\u670d\u52a1\u7684\u8ba4\u53ef\u3002\u5728\u4f7f\u7528\u6211\u4eec\u7684\u670d\u52a1\u6216\u4f9d\u8d56\u6b64\u5904\u7684\u4efb\u4f55\u4fe1\u606f\u65f6\uff0c\u60a8\u5168\u6743\u8d1f\u8d23\u9075\u5b88\u9002\u7528\u7684\u6cd5\u5f8b\uff0c\u5305\u62ec\u77e5\u8bc6\u4ea7\u6743\u6cd5\u3002\u5bf9\u4e8e\u56e0\u4ee5\u4efb\u4f55\u65b9\u5f0f\u4f7f\u7528\u6211\u4eec\u7684\u670d\u52a1\u6216\u6b64\u5904\u5305\u542b\u7684\u4fe1\u606f\u800c\u9020\u6210\u7684\u635f\u5bb3\uff0c\u6211\u4eec\u4e0d\u627f\u62c5\u4efb\u4f55\u8d23\u4efb\uff0c\u9664\u975e\u6cd5\u5f8b\u660e\u786e\u8981\u6c42\u3002<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u76ee\u5f55<\/h2>\n\n\n\n<div class=\"wp-block-group is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-2\">\n<ol start=\"1\">\n<li><a href=\"#What-Types-of-Data-Can-Be-Extracted-From-Twitter\">\u53ef\u4ee5\u4ece Twitter \u63d0\u53d6\u54ea\u4e9b\u7c7b\u578b\u7684\u6570\u636e\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"#Legality-and-Ethical-Terms-of-Use\">\u4f7f\u7528\u6761\u6b3e\u7684\u5408\u6cd5\u6027\u548c\u9053\u5fb7\u6027<\/a><\/li>\n\n\n\n<li><a href=\"#General-Guide-for-Scraping-Twitter\">\u641c\u7d22 Twitter \u7684\u4e00\u822c\u6307\u5357<\/a><\/li>\n\n\n\n<li><a href=\"#Twitter-Scraping-Tools-and-Methods\">Twitter \u641c\u7d22\u5de5\u5177\u548c\u65b9\u6cd5<\/a>\n<ul>\n<li><a href=\"#API-Based-Twitter-Scrapers\">\u57fa\u4e8e API \u7684 Twitter \u6293\u53d6\u5de5\u5177<\/a><\/li>\n\n\n\n<li><a href=\"#Twitter-API-V2\">\u63a8\u7279\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3 V2<\/a><\/li>\n\n\n\n<li><a href=\"#Apify\">Apify<\/a><\/li>\n\n\n\n<li><a href=\"#Brightdata\">Brightdata<\/a><\/li>\n\n\n\n<li><a href=\"#Scrapingdog\">Scrapingdog<\/a><\/li>\n\n\n\n<li><a href=\"#Python-Libraries-and-Packages-for-Scraping-Twitter\">\u7528\u4e8e\u641c\u7d22 Twitter \u7684 Python \u5e93\u548c\u8f6f\u4ef6\u5305<\/a><\/li>\n\n\n\n<li><a href=\"#Tweepy\">Tweepy<\/a><\/li>\n\n\n\n<li><a href=\"#Snscrape\">Snscrape<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><a href=\"#5\">\u9ad8\u7ea7\u641c\u7d22\u6280\u672f\u548c\u6311\u6218<\/a><\/li>\n\n\n\n<li><a href=\"#6\">\u5e38\u89c1\u95ee\u9898<\/a><\/li>\n\n\n\n<li><a href=\"#Conclusion\">\u7ed3\u8bba<\/a><\/li>\n<\/ol>\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"What-Types-of-Data-Can-Be-Extracted-From-Twitter\">\u53ef\u4ee5\u4ece Twitter \u63d0\u53d6\u54ea\u4e9b\u7c7b\u578b\u7684\u6570\u636e\uff1f<\/h2>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u63d0\u53d6\u4e0d\u540c\u7c7b\u578b\u7684 Twitter \u6570\u636e\u3002\u4ee5\u4e0b\u662f Twitter \u641c\u522e\u7684\u4e09\u79cd\u4e3b\u8981\u6570\u636e\u7c7b\u578b\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u5fae\u535a<\/strong> \u60a8\u53ef\u4ee5\u6839\u636e\u914d\u7f6e\u6587\u4ef6\u4ece\u8fc7\u6ee4\u540e\u7684\u63a8\u6587\u4e2d\u6355\u83b7\u7279\u5b9a\u6570\u636e\uff0c\u5982\u70b9\u8d5e\u3001\u56de\u590d\u3001\u8f6c\u53d1\u548c\u6307\u5b9a URL\u3002<\/li>\n\n\n\n<li><strong>\u7528\u6237\u914d\u7f6e\u6587\u4ef6\uff1a <\/strong>\u516c\u5f00\u7528\u6237\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684\u4efb\u4f55\u5185\u5bb9\u90fd\u53ef\u4ee5\u6536\u96c6\uff0c\u4f8b\u5982\u7528\u6237\u7684\u7b80\u4ecb\u3001\u914d\u7f6e\u6587\u4ef6\u63cf\u8ff0\u3001\u63a8\u6587\u6570\u91cf\u3001\u8f6c\u53d1\u3001\u5173\u6ce8\u8005\/\u8ffd\u968f\u8005\u6570\u91cf\u4ee5\u53ca\u914d\u7f6e\u6587\u4ef6\u56fe\u50cf\u3002<\/li>\n\n\n\n<li><strong>\u5173\u952e\u8bcd\/\u6807\u7b7e\uff1a<\/strong> \u60a8\u53ef\u4ee5\u6536\u96c6\u5305\u542b\u7279\u5b9a\u5173\u952e\u8bcd\u3001\u6807\u7b7e\u6216\u5176\u7ec4\u5408\u7684\u63a8\u6587\u3002\u8fd8\u53ef\u4ee5\u901a\u8fc7\u70b9\u8d5e\u6570\u6216\u67e5\u627e\u7279\u5b9a\u65e5\u671f\u548c\u65f6\u95f4\u6765\u7f29\u5c0f\u641c\u7d22\u8303\u56f4\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u7f51\u7edc\u6293\u53d6\u5c06\u6c38\u8fdc\u4e3a\u4f60\u8282\u7701\u5927\u91cf\u65f6\u95f4\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/QUKRkIYg6as?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Legality-and-Ethical-Terms-of-Use\">\u4f7f\u7528\u6761\u6b3e\u7684\u5408\u6cd5\u6027\u548c\u9053\u5fb7\u6027<\/h2>\n\n\n\n<p>\u5728\u6d89\u8db3\u6570\u636e\u6316\u6398\u9886\u57df\u65f6\uff0c\u5fc5\u987b\u4e86\u89e3\u5176\u4e2d\u6d89\u53ca\u7684\u6cd5\u5f8b\u548c\u9053\u5fb7\u754c\u9650\u3002<\/p>\n\n\n\n<p>\u6839\u636e <a href=\"https:\/\/twitter.com\/en\/tos\/previous\/version_13\" target=\"_blank\" rel=\"noreferrer noopener\">\u63a8\u7279\u6761\u6b3e\u548c\u89c4\u5b9a<\/a> (\u5f00\u53d1\u8005\u534f\u8bae\u548c\u653f\u7b56\uff09\u7684\u89c4\u5b9a\uff0c\u672a\u7ecf\u660e\u786e\u8bb8\u53ef\u7684\u522e\u64e6\u6570\u636e\u884c\u4e3a\u662f Twitter \u653f\u7b56\u6240\u7981\u6b62\u7684\uff1a\"\u672a\u7ecf Twitter \u4e8b\u5148\u540c\u610f\uff0c\u660e\u786e\u7981\u6b62\u522e\u64e6\u670d\u52a1\u3002 <\/p>\n\n\n\n<p>\u4efb\u4f55\u51fa\u4e8e\u4e0a\u8ff0\u76ee\u7684\u6ee5\u7528 Twitter API \u7684\u884c\u4e3a\u90fd\u5c06\u53d7\u5230\u6267\u6cd5\u5904\u7406\uff0c\u5305\u62ec\u6682\u505c\u548c\u7ec8\u6b62\u8bbf\u95ee\u3002 <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"General-Guide-for-Scraping-Twitter\">\u641c\u7d22 Twitter \u7684\u4e00\u822c\u6307\u5357<\/h2>\n\n\n\n<p>\u5728\u7b80\u8981\u4ecb\u7ecd\u4e86 Twitter \u641c\u522e\u4e4b\u540e\uff0c\u662f\u65f6\u5019\u63a2\u7d22\u901a\u8fc7 Twitter \u6570\u636e\u8fdb\u884c\u641c\u522e\u7684\u8fc7\u7a0b\u4e86\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4e3a\u60a8\u7f16\u5236\u4e86\u4e00\u4efd\u7b80\u5355\u800c\u5168\u9762\u7684 Twitter \u641c\u7d22\u6307\u5357\u3002\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\uff1a<\/p>\n\n\n\n<ol>\n<li>\u9996\u5148\uff0c\u4f60\u9700\u8981\u6709\u5408\u9002\u7684\u522e\u524a\u5de5\u5177\u3002\u6709\u5f88\u591a\u9009\u62e9\u53ef\u4f9b\u9009\u62e9\u3002\u56e0\u6b64\uff0c\u8981\u786e\u5b9a\u54ea\u79cd\u9009\u62e9\u9002\u5408\u60a8\u7684\u9884\u7b97\u548c\u559c\u597d\u3002<\/li>\n\n\n\n<li>\u4e0b\u8f7d\u5e76\u5728\u7cfb\u7edf\u4e2d\u5b89\u88c5\u522e\u64e6\u5de5\u5177\u3002<\/li>\n\n\n\n<li>\u786e\u4fdd\u6709 <a href=\"https:\/\/macpaw.com\/how-to\/clear-storage-on-iphone\" target=\"_blank\" rel=\"noreferrer noopener\">\u5145\u8db3\u7684\u5b58\u50a8\u7a7a\u95f4<\/a> \u60a8\u7684\u8bbe\u5907\u4e0a\u6709\u53ef\u7528\u8d44\u6e90\uff0c\u5e76\u4e14\u6709\u53ef\u9760\u7684\u7f51\u7edc\u8fde\u63a5\u3002<\/li>\n\n\n\n<li>\u5b89\u88c5\u540e\uff0c\u4f7f\u7528 Twitter \u5e10\u6237\u7684\u8be6\u7ec6\u4fe1\u606f\u767b\u5f55\u3002<\/li>\n\n\n\n<li>\u8c03\u6574\u4ece Twitter \u641c\u522e\u6570\u636e\u7684\u53c2\u6570\u662f\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4\uff0c\u53ef\u4ee5\u6839\u636e\u5173\u952e\u5b57\u3001\u6807\u7b7e\u3001\u65e5\u671f\u548c\u65f6\u95f4\u3001\u4f4d\u7f6e\u3001URL \u7b49\u63d0\u53d6\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u6267\u884c\u522e\u677f\u5de5\u5177\u540e\uff0c\u4f1a\u7559\u4e0b\u5927\u91cf\u6570\u636e\u3002\u60a8\u53ef\u4ee5\u5c06\u6570\u636e\u5bfc\u51fa\u4e3a\u4e0d\u540c\u7684\u6587\u4ef6\u683c\u5f0f\uff08xlsx\u3001CSV\u3001JSON \u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u6700\u540e\u4e00\u6b65\uff0c\u60a8\u5e94\u8be5\u5206\u6790\u5bfc\u51fa\u7684\u6570\u636e\uff0c\u4ee5\u4fbf\u6df1\u5165\u4e86\u89e3\u60a8\u611f\u5174\u8da3\u7684\u4e3b\u9898\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Twitter-Scraping-Tools-and-Methods\">Twitter \u641c\u7d22\u5de5\u5177\u548c\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u6211\u4eec\u67e5\u770b\u4e86\u4e92\u8054\u7f51\u4e0a\u4e00\u4e9b\u53ef\u7528\u7684\u522e\u64e6\u5de5\u5177\uff0c\u5305\u62ec\u5b98\u65b9\u7684 <a href=\"https:\/\/www.rapidseedbox.com\/blog\/twitter-facebook-scraper-guide\" target=\"_blank\" rel=\"noreferrer noopener\">Twitter \u641c\u522e\u5668<\/a> \u7684\u7b2c\u4e09\u65b9\u670d\u52a1\u751a\u81f3\u5f00\u6e90 Python \u5e93\uff0c\u5e76\u5c06\u5b83\u4eec\u5217\u51fa\u5982\u4e0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"API-Based-Twitter-Scrapers\">4.1.\u57fa\u4e8e API \u7684 Twitter \u6293\u53d6\u5de5\u5177<\/h3>\n\n\n\n<p>\u6211\u4eec\u8981\u4e86\u89e3\u7684\u7b2c\u4e00\u79cd\u65b9\u6cd5\u662f\u57fa\u4e8e API \u7684 Twitter scrapers\uff0c\u5176\u4e2d\u5305\u62ec Twitter API V2\u3001Apify\u3001Brightdata \u548c Scrapingdog\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Twitter-API-V2\">4.1.1. <a href=\"https:\/\/developer.twitter.com\/en\/docs\/twitter-api\/getting-started\/about-twitter-api\">\u63a8\u7279\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3 V2<\/a><\/h4>\n\n\n\n<p>Twitter API v2 \u662f Twitter API \u7684\u6700\u65b0\u7248\u672c\uff0c\u5b83\u662f\u5b98\u65b9\u63d0\u4f9b\u7684 API\uff0c\u4e5f\u662f\u5f00\u53d1\u4eba\u5458\u6784\u5efa\u793e\u4ea4\u4e92\u52a8\u5e94\u7528\u7a0b\u5e8f\u6216\u7814\u7a76\u4eba\u5458\/\u4e2a\u4eba\u51fa\u4e8e\u7279\u5b9a\u76ee\u7684\u6536\u96c6\u6570\u636e\u65f6\u6700\u5e38\u7528\u7684 API \u4e4b\u4e00\u3002\u4f7f\u7528\u65b0\u7684 API \u53ef\u4ee5\u6beb\u4e0d\u8d39\u529b\u5730\u76d1\u63a7\u548c\u5206\u6790\u793e\u4ea4\u7f51\u7edc\u4e0a\u7684\u5b9e\u65f6\u5bf9\u8bdd\u3002 <\/p>\n\n\n\n<p>\u6700\u8fd1\uff0cTwitter \u589e\u52a0\u4e86\u4e00\u4e9b\u65b0\u529f\u80fd\uff0c\u5982\u7aef\u70b9\u3001\u63a8\u6587\u5e16\u5b50\u7684\u6709\u6548\u8f7d\u8377\u9009\u9879\u3001\u5bf9\u8bdd\u6807\u8bc6\u7b26\u96c6\u548c\u6ce8\u91ca\u3002\u8fd9\u4e9b\u53d8\u5316\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u3002\u7136\u800c\uff0c\u65b0\u7684\u5b9a\u4ef7\u7ed3\u6784\u5f15\u8d77\u4e86\u5f00\u53d1\u8005\u548c\u7b2c\u4e09\u65b9\u5e94\u7528\u7a0b\u5e8f\u7684\u4e25\u91cd\u62c5\u5fe7\u3002\u5728\u65b0\u7684\u5b9a\u4ef7\u7ed3\u6784\u4e0b\uff0c\u670d\u52a1\u8bbf\u95ee\u91cf\u6025\u5267\u4e0b\u964d\uff0c\u4ef7\u683c\u5374\u5927\u5e45\u4e0a\u6da8\u3002<\/p>\n\n\n\n<p><strong>Twitter\/X API v2 \u7684\u5b9a\u4ef7\u8ba1\u5212\u5206\u4e3a\u4e09\u4e2a\u7ea7\u522b\uff1a\u514d\u8d39\u3001\u57fa\u672c<\/strong>\u4f01\u4e1a<strong>.<\/strong><\/p>\n\n\n\n<ul>\n<li>\u5728\u514d\u8d39\u5c42\u4e2d\uff0c\u5f00\u53d1\u8005\u6700\u591a\u53ef\u4ee5\u53d1\u5e03 <strong>\u6bcf\u6708 1500 \u6761\u63a8\u6587<\/strong>\u65e8\u5728\u4ec5\u7528\u4e8e\u5199\u5165\u548c\u6d4b\u8bd5 Twitter API\u3002<\/li>\n\n\n\n<li>\u57fa\u672c\u7ea7\u8d39\u7528 <strong>\u6bcf\u6708 $100\uff0c\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u6bcf\u6708\u53d1\u5e03\u591a\u8fbe 3,000 \u6761\u63a8\u6587<\/strong> \u5728\u7528\u6237\u5c42\u9762\u548c <strong>50,000 \u6761\u63a8\u6587\uff08\u9605\u8bfb\u4e0a\u9650\u4e3a 10,000 \u6761\uff09<\/strong> \u5728\u5e94\u7528\u7a0b\u5e8f\u5c42\u9762\u3002<\/li>\n\n\n\n<li>\u4f01\u4e1a\u7248\u5305\u542b\u66f4\u591a\u4e13\u4e3a\u4f01\u4e1a\u8bbe\u8ba1\u7684\u9ad8\u7ea7\u529f\u80fd\u3002\u4e0d\u8fc7\uff0c\u4f01\u4e1a\u8ba1\u5212\u5c06\u5411\u5f00\u53d1\u4eba\u5458\/\u4f01\u4e1a\u6536\u53d6\u9ad8\u6602\u7684\u8d39\u7528\uff0c\u5373<strong> \u6bcf\u6708\u8fd1 42000$<\/strong>.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Apify\">4.1.2. <a href=\"https:\/\/apify.com\/\">Apify<\/a><\/h4>\n\n\n\n<p>\u901a\u8fc7 Apify \u7684 Twitter Scraper\uff0c\u60a8\u53ef\u4ee5\u4ece\u516c\u5f00\u7684 Twitter \u6570\u636e\u4e2d\u63d0\u53d6\u4fe1\u606f\uff0c\u5982\u6807\u7b7e\u3001\u4e3b\u9898\u3001\u56de\u590d\u3001\u56fe\u7247\u7b49\u3002Twitter \u6700\u8fd1\u7684\u53d8\u5316\u5bf9\u5728\u8be5\u5e73\u53f0\u4e0a\u67e5\u770b\u548c\u641c\u522e\u63a8\u6587\u8bbe\u7f6e\u4e86\u65b0\u7684\u9650\u5236\uff0c\u56e0\u4e3a\u7528\u6237\u5728\u6bcf\u4e2a\u914d\u7f6e\u6587\u4ef6\u4e2d\u6700\u591a\u53ea\u80fd\u63d0\u53d6 100 \u6761\u63a8\u6587\u7684\u516c\u5f00\u4fe1\u606f\u3002\u8be5\u641c\u522e\u5de5\u5177\u4e0d\u80fd\u641c\u522e\u6700\u65b0\u7684\u63a8\u6587\uff0c\u4f46\u53ef\u4ee5\u68c0\u7d22\u6700\u53d7\u7528\u6237\u559c\u6b22\u7684\u63a8\u6587\u3002\u63d0\u53d6\u7684\u6570\u636e\u53ef\u4ee5 HTML\u3001JSON\u3001Excel \u548c CSV \u683c\u5f0f\u8bbf\u95ee\u3002<\/p>\n\n\n\n<p>\u4e0b\u56fe\u8bf4\u660e\u4e86 Apify \u7684\u6bcf\u6708\u670d\u52a1\u8d39\u7528\u3002\u5b83\u8fd8\u4e3a\u5e74\u5ea6\u8ba1\u5212\u63d0\u4f9b 10% \u6298\u6263\u3002\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/apify.com\/pricing\">Apify \u5b9a\u4ef7<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Apify.jpg\"><img decoding=\"async\" loading=\"lazy\" width=\"900\" height=\"623\" src=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Apify.jpg\" alt=\"Apify\" class=\"wp-image-19266\" srcset=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Apify.jpg 900w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Apify-300x208.jpg 300w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Apify-18x12.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u7167\u7247\u7531 Apify \u63d0\u4f9b<\/em><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Brightdata\">4.1.3. <a href=\"https:\/\/brightdata.com\/\">Brightdata<\/a><\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Brightdata.jpg\"><img decoding=\"async\" loading=\"lazy\" width=\"900\" height=\"415\" src=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Brightdata.jpg\" alt=\"Brightdata\" class=\"wp-image-19269\" srcset=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Brightdata.jpg 900w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Brightdata-300x138.jpg 300w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Brightdata-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u56fe\u7247\u6765\u6e90\uff1aBrightdata<\/em><\/figcaption><\/figure>\n\n\n\n<p>Bright Data \u662f\u4e00\u4e2a\u6570\u636e\u6536\u96c6\u5e73\u53f0\uff0c\u63d0\u4f9b\u4ee3\u7406\u670d\u52a1\u5668\u3001API \u548c\u65e0\u4ee3\u7801\u89e3\u51b3\u65b9\u6848\u7b49\u7f51\u7edc\u522e\u64e6\u5de5\u5177\u3002Bright Data \u7684 Web Scraper \u4f7f\u7528\u6237\u80fd\u591f\u4ece\u516c\u5f00 Twitter \u8d44\u6599\u4e2d\u63d0\u53d6\u6570\u636e\uff0c\u5305\u62ec\u56fe\u7247\u3001\u89c6\u9891\u3001\u63a8\u6587\u3001\u6807\u7b7e\u7b49\u3002 <\/p>\n\n\n\n<p><strong>\u4ef7\u683c\u4ece\u6bcf\u6708 500$ \u5f00\u59cb\uff0c\u9875\u9762\u52a0\u8f7d\u6b21\u6570\u4e3a 151000 \u6b21<\/strong>.Bright Data Twitter scraper \u6570\u636e\u6536\u96c6\u5668\u517c\u5bb9\u6240\u6709\u7f51\u7edc\u670d\u52a1\uff0c\u5e76\u80fd\u4ee5 Excel \u683c\u5f0f\u8f93\u51fa\u6570\u636e\u3002\u5b83\u8fd8\u63d0\u4f9b\u4e3a\u671f 7 \u5929\u7684\u8bd5\u7528\u7248\uff0c\u60a8\u53ef\u4ee5\u5728\u652f\u4ed8 500 \u7f8e\u5143\u4e4b\u524d\u5bf9\u5e73\u53f0\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">\u51c6\u5907\u597d\u8ba9\u4f60\u7684 Twitter \u641c\u522e\u5668\u66f4\u4e0a\u4e00\u5c42\u697c\u4e86\u5417\uff1f<\/h3>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-4\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/www.rapidseedbox.com\/zh\/proxy\/?blog=mastering-twitter-scraping\" style=\"background-color:#22c55e\"><strong>\u5c1d\u8bd5 IPv6 \u4ee3\u7406<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Scrapingdog\">4.1.4. <a href=\"https:\/\/www.scrapingdog.com\/\">Scrapingdog<\/a><\/h4>\n\n\n\n<p>Scrapingdog \u662f\u4e00\u4e2a\u7f51\u7edc\u641c\u522e API\uff0c\u53ef\u5e2e\u52a9\u4f60\u641c\u522e\u5305\u62ec Twitter \u5728\u5185\u7684\u4efb\u4f55\u7f51\u7ad9\u3002\u5b83\u5141\u8bb8\u4f60\u4f7f\u7528\u63a8\u6587 ID \u641c\u522e\u63a8\u6587\uff0c\u6216\u641c\u522e\u516c\u5171\u9875\u9762\u4ee5\u63d0\u53d6\u5173\u6ce8\u8005\u6570\u91cf\u3001\u5173\u6ce8\u8005\u4eba\u6570\u548c\u7f51\u7ad9\u94fe\u63a5\u7b49\u8be6\u7ec6\u4fe1\u606f\u3002 <\/p>\n\n\n\n<p><strong>\u641c\u7d22 Twitter \u6bcf\u4e2a\u9875\u9762\u7684\u6210\u672c\u4e3a 0.0009$<\/strong> \u5728\u6807\u51c6\u8ba1\u5212\u4e2d\uff0c\u4e0e\u5176\u4ed6\u9876\u7ea7 Twitter \u641c\u522e\u5de5\u5177\u76f8\u6bd4\uff0c\u5b83\u7684\u6027\u4ef7\u6bd4\u6700\u9ad8\u3002\u4ed6\u4eec\u8fd8\u63d0\u4f9b\u514d\u8d39\u8bd5\u7528\uff1b\u4f60\u53ef\u4ee5\u968f\u65f6\u53d6\u6d88\u8ba2\u9605\u5e76\u8f7b\u677e\u9000\u6b3e\u3002\u6709\u5173\u5982\u4f55\u4f7f\u7528 Scrapingdog \u641c\u522e\u6570\u636e\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/docs.scrapingdog.com\/x-scraper-api\" target=\"_blank\" rel=\"noreferrer noopener\">Twitter Scraping API \u6587\u6863<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/ScrapingDog.jpg\"><img decoding=\"async\" loading=\"lazy\" width=\"900\" height=\"451\" src=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/ScrapingDog.jpg\" alt=\"ScrapingDog\" class=\"wp-image-19267\" srcset=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/ScrapingDog.jpg 900w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/ScrapingDog-300x150.jpg 300w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/ScrapingDog-18x9.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u56fe\u7247\u6765\u6e90\uff1aScrapingDog<\/em><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"Python-Libraries-and-Packages-for-Scraping-Twitter\">4.2.\u7528\u4e8e\u641c\u7d22 Twitter \u7684 Python \u5e93\u548c\u8f6f\u4ef6\u5305<\/h3>\n\n\n\n<p>\u73b0\u5728\uff0c\u60a8\u5df2\u7ecf\u719f\u6089\u4e86 Twitter API \u548c Apify \u7b49\u5e94\u7528\u7a0b\u5e8f\uff0c\u662f\u65f6\u5019\u770b\u770b\u7528\u4e8e Twitter \u641c\u7d22\u7684 Python \u5e93\u548c\u8f6f\u4ef6\u5305\u4e86\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Tweepy\">4.2.1. <a href=\"https:\/\/www.tweepy.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tweepy<\/a><\/h4>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Tweepy.jpg\"><img decoding=\"async\" loading=\"lazy\" width=\"900\" height=\"504\" src=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Tweepy.jpg\" alt=\"Tweepy\" class=\"wp-image-19268\" srcset=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Tweepy.jpg 900w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Tweepy-300x168.jpg 300w, https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Tweepy-18x10.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>\u7167\u7247\u5236\u4f5c\uff1aTweepy<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Tweepy \u662f\u4e00\u4e2a\u5f00\u6e90 Python \u8f6f\u4ef6\u5305\uff0c\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u6d41\u7545\u3001\u900f\u660e\u5730\u8bbf\u95ee Twitter \u7aef\u70b9\u3002\u4e0d\u8fc7\uff0c\u4f60\u5e94\u8be5\u77e5\u9053\uff0cTwitter \u5df2\u5bf9\u53d1\u9001\u5230 X\/Twitter API \u7684\u8bf7\u6c42\u6570\u91cf\u65bd\u52a0\u4e86\u9650\u5236\u3002 <strong>\u6bcf 15 \u5206\u949f\u5141\u8bb8 900 \u6b21\u8bf7\u6c42<\/strong>.\u5728\u672c\u8282\u4e2d\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd Tweepy \u7684\u529f\u80fd\uff0c\u5e76\u7ed9\u51fa\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\u3002&nbsp;<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u5728 Python IDE \u4e0a\u4f7f\u7528 \"pip install Tweepy \"\u547d\u4ee4\u5b89\u88c5 Tweepy \u8f6f\u4ef6\u5305\uff0c\u7136\u540e\u5bfc\u5165 Tweepy\u3002\u4e0b\u4e00\u6b65\u662f\u5411 Twitter \u6ce8\u518c\u5ba2\u6237\u7aef\u5e94\u7528\u7a0b\u5e8f\u3002\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u5b8c\u6210\u540e\uff0c\u60a8\u5c06\u6536\u5230\u4e00\u4e2a\u4e0d\u8bb0\u540d\u4ee4\u724c\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install tweepy\n\u5bfc\u5165 tweepy<\/code><\/pre>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u60a8\u5fc5\u987b\u521b\u5efa\u4e00\u4e2a \"\u5ba2\u6237\u7aef \"\u5b9e\u4f8b\uff0c\u4ee5\u4f20\u9012\u4ece Twitter API \u83b7\u53d6\u7684\u6d88\u8d39\u8005\u627f\u8f7d\u4ee4\u724c\u3002<\/p>\n\n\n\n<p>\u5728\u67e5\u8be2\u53d8\u91cf\u4e2d\uff0c\u6211\u4eec\u6307\u5b9a\u4e86\u4e00\u4e2a\u5b57\u6bb5\u3001\u4e00\u4e2a\u63d0\u53ca\u548c\u4e00\u4e2a\u6807\u7b7e\uff0c\u5982\u56fe\u6240\u793a\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5ba2\u6237\u7aef = tweepy.Client(bearer_token='bearer_token')\nquery = 'query @mentions #hashtags' \u67e5\u8be2 @mentions #hashtags\n<\/code><\/pre>\n\n\n\n<p>\u8981\u641c\u7d22\u8fc7\u53bb\u4e03\u5929\u7684\u63a8\u6587\uff0c\u53ef\u4ee5\u4f7f\u7528 Tweepy \u63d0\u4f9b\u7684 search_recent_tweets \u529f\u80fd\u3002\u8981\u6307\u5b9a\u6240\u8981\u67e5\u627e\u7684\u6570\u636e\uff0c\u60a8\u9700\u8981\u4f20\u9012\u4e00\u4e2a\u641c\u7d22\u67e5\u8be2\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>recent_tweets = client.search_recent_tweets(query=query, tweet_fields=['tweet_field_1', 'tweet_field_2'], max_results=100)\n<\/code><\/pre>\n\n\n\n<p>\u5982\u679c\u60a8\u53ef\u4ee5\u8bbf\u95ee\u5b66\u672f\u7814\u7a76\u4ea7\u54c1\u8ddf\u8e2a\uff0c\u5219\u53ef\u4ee5\u68c0\u7d22 7 \u5929\u524d\u7684\u63a8\u6587\u3002\u4ece\u5b8c\u6574\u7684\u516c\u5f00\u63a8\u6587\u6863\u6848\u4e2d\u83b7\u53d6\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>tweets = client.search_all_tweets(query=query, tweet_fields=['tweet_field_1', 'tweet_field_2'], max_results=100)\n<\/code><\/pre>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u5bfc\u51fa\u7ed3\u679c\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>for tweet in tweets.data\uff1a\n    print(tweet.text)\n    \u5982\u679c len(tweet.context_annotations) &gt; 0\uff1a\n        print(tweet.context_annotations)\n<\/code><\/pre>\n\n\n\n<p>Tweepy \u4e2d\u8fd8\u6709\u5f88\u591a\u51fd\u6570\uff0c\u80fd\u591f\u5728\u66f4\u590d\u6742\u3001\u66f4\u7279\u6b8a\u7684\u60c5\u51b5\u4e0b\u6267\u884c\u5404\u79cd\u4efb\u52a1\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Snscrape\">4.2.2. <a href=\"https:\/\/github.com\/JustAnotherArchivist\/snscrape\">Snscrape<\/a><\/h4>\n\n\n\n<p>\u53e6\u4e00\u79cd\u4e0d\u4f9d\u8d56 API \u4ece Twitter \u83b7\u53d6\u4fe1\u606f\u7684\u65b9\u6cd5\u662f\u901a\u8fc7 Snscrape\u3002\u5b83\u5141\u8bb8\u4f60\u68c0\u7d22\u7528\u6237\u8d44\u6599\u3001\u63a8\u6587\u5185\u5bb9\u3001\u6765\u6e90\u7b49\u57fa\u672c\u4fe1\u606f\u3002\u4e0e Tweepy \u4e0d\u540c\u7684\u662f\uff0cSnscrape \u5bf9\u53ef\u6293\u53d6\u7684\u63a8\u6587\u6570\u91cf\u6216\u65e5\u671f\u6ca1\u6709\u9650\u5236\uff0c\u800c\u4e14\u8fd8\u53ef\u4ee5\u63d0\u53d6 Twitter \u7684\u65e7\u6570\u636e\u3002\u7531\u4e8e Snscrape \u6ca1\u6709\u8fde\u63a5\u5230 Twitter API\uff0c\u56e0\u6b64\u5b83\u7684\u529f\u80fd\u4e0d\u5982 Tweepy\u3002\u67e5\u770b\u6211\u4eec\u7684\u5b8c\u6574\u6307\u5357 <a href=\"https:\/\/www.rapidseedbox.com\/zh\/blog\/snscrape\" target=\"_blank\" rel=\"noreferrer noopener\">Snscrape<\/a>. <\/p>\n\n\n\n<p>\u5728\u672c\u8282\u4e2d\uff0c\u6211\u4eec\u8fd8\u5c06\u56de\u987e\u4e00\u4e2a\u4f7f\u7528 Python \u4e2d\u7684 Snscrape \u4ece Twitter \u641c\u522e\u6570\u636e\u7684\u57fa\u672c\u793a\u4f8b\u3002<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u60a8\u5e94\u8be5\u5b89\u88c5 Snscrape\u3002\u8bf7\u6ce8\u610f\uff0c\u60a8\u5fc5\u987b\u5b89\u88c5 Python 3.8 \u6216\u66f4\u9ad8\u7248\u672c\u624d\u80fd\u4f7f\u7528\u5b83\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install snscrape \n<\/code><\/pre>\n\n\n\n<p>\u4e0b\u4e00\u6b65\uff0c\u5b89\u88c5\u4ee5\u4e0b\u5e93\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import snscrape.modules.twitter as sntwitter\n\u5bfc\u5165 pandas \u4e3a pd\n<\/code><\/pre>\n\n\n\n<p>\u6211\u4eec\u4f7f\u7528 \"TwitterSearchScraper(query).get_items \"\u51fd\u6570\u53d1\u9001\u67e5\u8be2\uff08\u672c\u4f8b\u4e2d\u4e3a \"query\"\uff09\uff0c\u7136\u540e\u4ece\u641c\u7d22\u4e2d\u83b7\u53d6\u5143\u7d20\uff0c\u5c31\u50cf\u4ece Twitter \u641c\u7d22\u680f\u4e2d\u83b7\u53d6\u7ed3\u679c\u4e00\u6837\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>query = \"\u67e5\u8be2\"\n \nfor tweet in sntwitter.TwitterSearchScraper(query).get_items()\uff1a\n   print(vars(tweet))\n   \u65ad\u5f00\n<\/code><\/pre>\n\n\n\n<p>\u8fd8\u6709\u5176\u4ed6\u65b9\u6cd5\u53ef\u7528\u4e8e\u4ece Twitter \u641c\u522e\u6570\u636e\uff0c\u4f8b\u5982TwitterSearchScraper\u3001TwitterUserScraper\u3001TwitterProfileScraper\u3001TwitterHashtagScraper\u3001TwitterTweetScraperMode\u3001TwitterTweetScraper\u3001TwitterListPostsScraper\u3001TwitterTrendsScraper\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"5\">\u9ad8\u7ea7\u641c\u7d22\u6280\u672f\u548c\u6311\u6218<\/h2>\n\n\n\n<p>\u5f53\u57fa\u672c\u522e\u64e6\u65b9\u6cd5\u5728 Twitter \u590d\u6742\u7684\u9632\u5fa1\u7cfb\u7edf\u9762\u524d\u8fbe\u5230\u6781\u9650\u65f6\uff0c\u9ad8\u7ea7\u6280\u672f\u5c31\u53d8\u5f97\u5fc5\u4e0d\u53ef\u5c11\u3002Twitter \u7684\u73b0\u4ee3\u754c\u9762\u4e25\u91cd\u4f9d\u8d56 JavaScript \u6e32\u67d3\uff0c\u5e76\u5b9e\u73b0\u4e86\u591a\u5c42\u50f5\u5c38\u68c0\u6d4b\uff0c\u56e0\u6b64\u4f20\u7edf\u7684 HTTP \u8bf7\u6c42\u65e0\u6cd5\u6ee1\u8db3\u53ef\u9760\u7684\u6570\u636e\u6536\u96c6\u8981\u6c42\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u65e0\u5934\u6d4f\u89c8\u5668\u5904\u7406\u52a8\u6001\u5185\u5bb9<\/h3>\n\n\n\n<p>Twitter \u7684\u65f6\u95f4\u7ebf\u662f\u901a\u8fc7 JavaScript \u52a8\u6001\u52a0\u8f7d\u7684\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u4f60\u770b\u5230\u7684\u5185\u5bb9\u5e76\u4e0d\u5b58\u5728\u4e8e\u6700\u521d\u7684 HTML \u54cd\u5e94\u4e2d\u3002\u65e0\u5934\u6d4f\u89c8\u5668\u6a21\u62df\u771f\u5b9e\u7684\u7528\u6237\u4ea4\u4e92\uff0c\u5448\u73b0 JavaScript \u5e76\u5904\u7406\u52a8\u6001\u5185\u5bb9\u52a0\u8f7d\u3002<\/p>\n\n\n\n<p><strong>Playwright \u4e0e Selenium<\/strong>:Playwright \u53ef\u4e3a\u73b0\u4ee3\u7f51\u7edc\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u66f4\u597d\u7684\u6027\u80fd\u548c\u66f4\u53ef\u9760\u7684\u5904\u7406\u80fd\u529b\uff0c\u800c Selenium \u4ecd\u662f\u5177\u6709\u5e7f\u6cdb\u793e\u533a\u652f\u6301\u7684\u9996\u9009\u3002<\/p>\n\n\n\n<p>\u4e0b\u9762\u662f\u4e00\u4e2a\u4f7f\u7528 Playwright \u6293\u53d6\u52a8\u6001\u52a0\u8f7d\u63a8\u6587\u7684\u5b9e\u7528\u793a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import asyncio\nfrom playwright.async_api import async_playwright\nimport json\n\nasync def scrape_twitter_profile(username):\n    async with async_playwright() as p:\n        # Launch headless browser\n        browser = await p.chromium.launch(headless=True)\n        context = await browser.new_context(\n            user_agent=\"Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36\"\n        )\n        \n        page = await context.new_page()\n        \n        try:\n            # Navigate to profile\n            await page.goto(f\"https:\/\/twitter.com\/{username}\")\n            \n            # Wait for tweets to load\n            await page.wait_for_selector('&#91;data-testid=\"tweet\"]', timeout=10000)\n            \n            # Scroll to load more tweets\n            for i in range(3):\n                await page.evaluate(\"window.scrollTo(0, document.body.scrollHeight)\")\n                await page.wait_for_timeout(2000)\n            \n            # Extract tweet data\n            tweets = await page.evaluate(\"\"\"\n                () =&gt; {\n                    const tweetElements = document.querySelectorAll('&#91;data-testid=\"tweet\"]');\n                    return Array.from(tweetElements).map(tweet =&gt; {\n                        const textElement = tweet.querySelector('&#91;data-testid=\"tweetText\"]');\n                        const timeElement = tweet.querySelector('time');\n                        return {\n                            text: textElement ? textElement.innerText : '',\n                            timestamp: timeElement ? timeElement.getAttribute('datetime') : '',\n                            url: window.location.href\n                        };\n                    });\n                }\n            \"\"\")\n            \n            return tweets\n            \n        except Exception as e:\n            print(f\"Error scraping {username}: {e}\")\n            return &#91;]\n        \n        finally:\n            await browser.close()\n\n# Usage\ntweets = asyncio.run(scrape_twitter_profile(\"elonmusk\"))\nprint(json.dumps(tweets&#91;:3], indent=2))\n<\/code><\/pre>\n\n\n\n<p><strong>\u4e3b\u8981\u4f18\u52bf<\/strong> \u65e0\u5934\u6d4f\u89c8\u5668\u7684\u529f\u80fd\u5305\u62ec\u5904\u7406 JavaScript \u6e32\u67d3\u3001\u81ea\u52a8\u7ba1\u7406 cookie \u548c\u4f1a\u8bdd\uff0c\u4ee5\u53ca\u901a\u8fc7\u903c\u771f\u7684\u6d4f\u89c8\u5668\u6307\u7eb9\u7ed5\u8fc7\u57fa\u672c\u7684\u50f5\u5c38\u68c0\u6d4b\u3002<\/p>\n\n\n\n<p><strong>\u8d44\u6e90\u65b9\u9762\u7684\u8003\u8651<\/strong>:\u4e0e\u7b80\u5355\u7684 HTTP \u8bf7\u6c42\u76f8\u6bd4\uff0c\u65e0\u5934\u6d4f\u89c8\u5668\u6d88\u8017\u7684\u5185\u5b58\u548c CPU \u8981\u591a\u5f97\u591a\u3002\u5bf9\u4e8e\u5927\u89c4\u6a21\u64cd\u4f5c\uff0c\u53ef\u8003\u8651\u5728\u4e0d\u540c\u670d\u52a1\u5668\u4e0a\u8fd0\u884c\u591a\u4e2a\u6d4f\u89c8\u5668\u5b9e\u4f8b\uff0c\u6216\u4f7f\u7528\u6d4f\u89c8\u5668\u6c60\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7ed5\u8fc7\u53cd\u7a83\u542c\u63aa\u65bd<\/h3>\n\n\n\n<p>Twitter \u91c7\u7528\u4e86\u590d\u6742\u7684\u50f5\u5c38\u68c0\u6d4b\u6280\u672f\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u901f\u7387\u9650\u5236\u3002\u4e86\u89e3\u8fd9\u4e9b\u63aa\u65bd\u6709\u52a9\u4e8e\u5236\u5b9a\u6709\u6548\u7684\u5bf9\u7b56\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5e38\u89c1\u7684\u53cd\u7a83\u542c\u6280\u672f<\/h4>\n\n\n\n<p><strong>\u901f\u7387\u9650\u5236<\/strong>: Twitter monitors request frequency per IP address, implementing both short-term (requests per minute) and long-term (daily quotas) limits. Learn more in <a href=\"https:\/\/www.rapidseedbox.com\/blog\/web-scraping-rate-limiting\" target=\"_blank\" rel=\"noreferrer noopener\">Web Scraping Rate Limiting: The Fix<\/a>.<\/p>\n\n\n\n<p><strong>IP \u5c4f\u853d<\/strong>:\u53ef\u7591\u7684 IP \u5730\u5740\u4f1a\u88ab\u6682\u65f6\u6216\u6c38\u4e45\u5c01\u7981\u3002\u6570\u636e\u4e2d\u5fc3 IP \u6bd4\u4f4f\u5b85\u5730\u5740\u9762\u4e34\u66f4\u4e25\u683c\u7684\u5ba1\u67e5\u3002<\/p>\n\n\n\n<p><strong>\u9a8c\u8bc1\u7801\u6311\u6218<\/strong>:\u5f53\u68c0\u6d4b\u5230\u7c7b\u4f3c\u673a\u5668\u4eba\u7684\u884c\u4e3a\u65f6\uff0c\u81ea\u52a8\u5448\u73b0\u9a8c\u8bc1\u7801\u3002\u73b0\u4ee3\u9a8c\u8bc1\u7801\u4f7f\u7528\u7684\u884c\u4e3a\u5206\u6790\u5df2\u8d85\u51fa\u4e86\u7b80\u5355\u7684\u56fe\u50cf\u8bc6\u522b\u3002<\/p>\n\n\n\n<p><strong>\u6d4f\u89c8\u5668\u6307\u7eb9\u8bc6\u522b<\/strong>:\u5206\u6790\u6d4f\u89c8\u5668\u7279\u5f81\uff0c\u5305\u62ec\u7528\u6237\u4ee3\u7406\u3001\u5c4f\u5e55\u5206\u8fa8\u7387\u3001\u5b89\u88c5\u7684\u63d2\u4ef6\u548c JavaScript \u6267\u884c\u6a21\u5f0f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u6709\u6548\u5bf9\u7b56<\/h4>\n\n\n\n<p><strong>\u4ee3\u7406\u6743\u8f6e\u6362\u6218\u7565<\/strong>:\u4f7f\u7528 RapidSeedbox \u7b49\u670d\u52a1\u53ef\u8bbf\u95ee\u4f4f\u5b85 IP \u6c60\uff0c\u8fd9\u4e9b IP \u6c60\u663e\u793a\u4e3a\u5408\u6cd5\u7528\u6237\u6d41\u91cf\u3002\u4e0e\u6570\u636e\u4e2d\u5fc3\u4ee3\u7406\u670d\u52a1\u5668\u76f8\u6bd4\uff0c\u6765\u81ea\u5176 690 \u591a\u4e07 IP \u7f51\u7edc\u7684\u4f4f\u5b85\u4ee3\u7406\u670d\u52a1\u5668\u53ef\u5927\u5927\u964d\u4f4e\u68c0\u6d4b\u7387\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import random\nimport time\nfrom itertools import cycle\n\n# Proxy rotation setup\nproxy_list = &#91;\n    \"http:\/\/user:pass@proxy1.rapidseedbox.com:8080\",\n    \"http:\/\/user:pass@proxy2.rapidseedbox.com:8080\",\n    \"http:\/\/user:pass@proxy3.rapidseedbox.com:8080\"\n]\n\nproxy_cycle = cycle(proxy_list)\n\ndef get_next_proxy():\n    return next(proxy_cycle)\n\n# Implement in your scraper\nasync def scrape_with_rotation():\n    for i in range(10):\n        proxy = get_next_proxy()\n        # Configure your browser\/session with new proxy\n        # Perform scraping request\n        # Add random delay\n        await asyncio.sleep(random.uniform(5, 15))\n<\/code><\/pre>\n\n\n\n<p><strong>\u7528\u6237\u4ee3\u7406\u8f6e\u6362<\/strong>:\u6539\u53d8\u6d4f\u89c8\u5668\u7b7e\u540d\uff0c\u907f\u514d\u6a21\u5f0f\u68c0\u6d4b\u3002\u4f7f\u7528\u4e0d\u540c\u6d4f\u89c8\u5668\u548c\u64cd\u4f5c\u7cfb\u7edf\u7684\u771f\u5b9e\u7528\u6237\u4ee3\u7406\u5b57\u7b26\u4e32\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>USER_AGENTS = &#91;\n    \"Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/120.0.0.0 Safari\/537.36\",\n    \"Mozilla\/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/120.0.0.0 Safari\/537.36\",\n    \"Mozilla\/5.0 (Windows NT 10.0; Win64; x64; rv:121.0) Gecko\/20100101 Firefox\/121.0\"\n]\n\ndef get_random_user_agent():\n    return random.choice(USER_AGENTS)\n<\/code><\/pre>\n\n\n\n<p><strong>\u884c\u4e3a\u6a21\u5f0f<\/strong>:\u901a\u8fc7\u53ef\u53d8\u5ef6\u8fdf\u3001\u903c\u771f\u7684\u6eda\u52a8\u6a21\u5f0f\u548c\u5076\u5c14\u7684\u975e\u6293\u53d6\u6d3b\u52a8\u6765\u6a21\u62df\u4eba\u7c7b\u7684\u6d4f\u89c8\u884c\u4e3a\u3002<\/p>\n\n\n\n<p><strong>\u4f1a\u8bdd\u7ba1\u7406<\/strong>:\u901a\u8fc7\u9002\u5f53\u7684 cookie \u5904\u7406\u4fdd\u6301\u4f1a\u8bdd\u7684\u4e00\u81f4\u6027\uff0c\u907f\u514d\u4ece\u540c\u4e00 IP \u521b\u5efa\u8fc7\u591a\u7684\u65b0\u4f1a\u8bdd\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u9ad8\u7ea7\u63a2\u6d4b\u89c4\u907f<\/h4>\n\n\n\n<p><strong>\u7533\u8bf7\u65f6\u95f4<\/strong>:\u9047\u5230\u901f\u7387\u9650\u5236\u65f6\uff0c\u5b9e\u65bd\u6307\u6570\u540e\u9000\u3002\u5f00\u59cb\u65f6\u5ef6\u8fdf\u65f6\u95f4\u8f83\u957f\uff0c\u7136\u540e\u6839\u636e\u6210\u529f\u7387\u9010\u6b65\u7f29\u77ed\u5ef6\u8fdf\u65f6\u95f4\u3002<\/p>\n\n\n\n<p><strong>\u5730\u7406\u4f4d\u7f6e\u4e00\u81f4\u6027<\/strong>:\u4f7f\u7528\u4ee3\u7406\u65f6\uff0c\u786e\u4fdd\u60a8\u7684\u8bf7\u6c42\u4fdd\u6301\u5730\u57df\u4e00\u81f4\u6027\u3002\u4e0d\u8981\u5728\u4e0d\u540c\u56fd\u5bb6\u4e4b\u95f4\u5feb\u901f\u8df3\u8f6c\u3002<\/p>\n\n\n\n<p><strong>\u6d4f\u89c8\u5668\u6307\u7eb9\u7ba1\u7406<\/strong>:\u4f7f\u7528 undetected-chromedriver \u6216\u9690\u8eab\u63d2\u4ef6\u7b49\u5de5\u5177\u6765\u964d\u4f4e\u6d4f\u89c8\u5668\u6307\u7eb9\u8bc6\u522b\u7684\u6709\u6548\u6027\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from selenium import webdriver\nfrom selenium_stealth import stealth\n\ndef create_stealth_driver():\n    options = webdriver.ChromeOptions()\n    options.add_argument(\"--headless\")\n    options.add_argument(\"--no-sandbox\")\n    options.add_argument(\"--disable-dev-shm-usage\")\n    \n    driver = webdriver.Chrome(options=options)\n    \n    stealth(driver,\n        languages=&#91;\"en-US\", \"en\"],\n        vendor=\"Google Inc.\",\n        platform=\"Win32\",\n        webgl_vendor=\"Intel Inc.\",\n        renderer=\"Intel Iris OpenGL Engine\",\n        fix_hairline=True,\n    )\n    \n    return driver\n<\/code><\/pre>\n\n\n\n<p><strong>\u9519\u8bef\u5904\u7406<\/strong>:\u5b9e\u65bd\u4f18\u96c5\u7684\u9519\u8bef\u5904\u7406\uff0c\u4ee5\u533a\u5206\u4e34\u65f6\u963b\u6b62\u3001\u6c38\u4e45\u7981\u6b62\u548c\u6280\u672f\u95ee\u9898\u3002<\/p>\n\n\n\n<p>RapidSeedbox \u7b49\u670d\u52a1\u63d0\u4f9b\u7684\u4f4f\u5b85\u4ee3\u7406\u3001\u9002\u5f53\u7684\u6d4f\u89c8\u5668\u9690\u8eab\u6280\u672f\u548c\u771f\u5b9e\u7684\u884c\u4e3a\u6a21\u5f0f\u76f8\u7ed3\u5408\uff0c\u4e3a\u5927\u89c4\u6a21 Twitter \u6570\u636e\u6536\u96c6\u5960\u5b9a\u4e86\u575a\u5b9e\u7684\u57fa\u7840\uff0c\u540c\u65f6\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u4e86\u68c0\u6d4b\u98ce\u9669\u3002<\/p>\n\n\n\n<p>\u8bf7\u8bb0\u4f4f\uff0cTwitter \u7684\u53cd\u50f5\u5c38\u63aa\u65bd\u4ecd\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u56e0\u6b64\u6210\u529f\u7684\u522e\u64e6\u9700\u8981\u6839\u636e\u5f53\u524d\u7684\u5e73\u53f0\u884c\u4e3a\u4e0d\u65ad\u8c03\u6574\u8fd9\u4e9b\u6280\u672f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6\">\u5e38\u89c1\u95ee\u9898<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1756213511967\"><strong class=\"schema-faq-question\">\u641c\u7d22 Twitter \u662f\u5426\u5408\u6cd5\uff1f<\/strong> <p class=\"schema-faq-answer\">Twitter \u641c\u7d22\u5b58\u5728\u6cd5\u5f8b\u7070\u8272\u5730\u5e26\u3002\u867d\u7136 Twitter \u7684\u670d\u52a1\u6761\u6b3e\u7981\u6b62\u81ea\u52a8\u6536\u96c6\u6570\u636e\uff0c\u4f46\u641c\u7d22\u516c\u5f00\u6570\u636e\u5e76\u4e0d\u81ea\u52a8\u8fdd\u6cd5\u3002<br\/><strong>\u6cd5\u5f8b\u98ce\u9669\u5305\u62ec<\/strong><br\/>1.\u4fb5\u72af\u7528\u6237\u5185\u5bb9\u7248\u6743<br\/>2.\u5728\u67d0\u4e9b\u53f8\u6cd5\u7ba1\u8f96\u533a\u8fdd\u53cd\u300a\u7f8e\u56fd\u6c11\u4e8b\u8bc9\u8bbc\u6cd5\u300b\u7684\u884c\u4e3a<br\/>3.\u4e2a\u4eba\u6570\u636e\u7684 GDPR \u5408\u89c4\u95ee\u9898<br\/><strong>\u66f4\u5b89\u5168\u7684\u65b9\u6cd5<\/strong>:\u5c3d\u53ef\u80fd\u4f7f\u7528 Twitter \u7684\u5b98\u65b9 API\uff0c\u5927\u578b\u9879\u76ee\u5e94\u54a8\u8be2\u6cd5\u5f8b\u987e\u95ee\uff0c\u5e76\u5c06\u91cd\u70b9\u653e\u5728\u7528\u4e8e\u5408\u6cd5\u7814\u7a76\u76ee\u7684\u7684\u516c\u5f00\u6570\u636e\u4e0a\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213526020\"><strong class=\"schema-faq-question\">\u6211\u9700\u8981\u77e5\u9053\u5982\u4f55\u7f16\u5199\u4ee3\u7801\u624d\u80fd\u626b\u63cf X \u5417\uff1f<\/strong> <p class=\"schema-faq-answer\">\u4e0d\uff0c\u4f46\u7f16\u7801\u80fd\u63d0\u4f9b\u66f4\u597d\u7684\u7ed3\u679c\u3002<br\/><strong>\u65e0\u4ee3\u7801\u9009\u9879<\/strong>:\u6d4f\u89c8\u5668\u81ea\u52a8\u5316\u5de5\u5177\u548c\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u7a0b\u6784\u5efa\u5668\u53ef\u7528\u4e8e\u57fa\u672c\u7684\u522e\u64e6\uff0c\u4f46\u901f\u5ea6\u548c\u7075\u6d3b\u6027\u6709\u9650\u3002<br\/><strong>\u7f16\u7801\u89e3\u51b3\u65b9\u6848<\/strong>:\u4f7f\u7528 Selenium \u6216\u4e13\u95e8\u5e93\u7684 Python \u53ef\u63d0\u4f9b\u66f4\u5f3a\u7684\u63a7\u5236\u80fd\u529b\u3001\u66f4\u597d\u7684\u53cd\u50f5\u5c38\u5904\u7406\u80fd\u529b\u548c\u66f4\u9ad8\u7684\u6210\u529f\u7387\u3002<br\/><strong>\u6700\u4f73\u65b9\u6cd5<\/strong>:\u9996\u5148\u4f7f\u7528\u65e0\u4ee3\u7801\u5de5\u5177\u6765\u6d4b\u8bd5\u60a8\u7684\u9700\u6c42\uff0c\u7136\u540e\u5b66\u4e60\u57fa\u672c\u7684 Python \u811a\u672c\u6765\u8fdb\u884c\u4e25\u8083\u7684\u6570\u636e\u6536\u96c6\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213553081\"><strong class=\"schema-faq-question\">\u514d\u8d39 Twitter API \u6709\u54ea\u4e9b\u9650\u5236\uff1f<\/strong> <p class=\"schema-faq-answer\">Twitter \u7684\u514d\u8d39 API \u5c42\u7ea7\u6709\u4e25\u683c\u9650\u5236\uff1a<br\/><strong>1<\/strong>. <strong>\u8d39\u7387\u9650\u5236<\/strong>:\u6bcf\u6708\u7533\u8bf7\u914d\u989d\u6781\u4f4e<br\/><strong>2<\/strong>. <strong>\u5386\u53f2\u6570\u636e<\/strong>:\u4ec5\u9650\u4e8e\u6700\u8fd1\u7684\u63a8\u6587\uff08\u901a\u5e38\u662f\u8fc7\u53bb\u4e00\u5468\u7684\u63a8\u6587\uff09<br\/><strong>3<\/strong>. <strong>\u529f\u80fd<\/strong>:\u6ca1\u6709\u9ad8\u7ea7\u5206\u6790\u6216\u53c2\u4e0e\u6307\u6807<br\/><strong>4<\/strong>. <strong>\u8bbf\u95ee<\/strong>:\u9700\u8981\u7533\u8bf7\u6279\u51c6<br\/>\u5927\u591a\u6570\u7814\u7a76\u548c\u4e1a\u52a1\u7528\u4f8b\u90fd\u8d85\u51fa\u4e86\u514d\u8d39\u5c42\u7ea7\u9650\u5236\uff0c\u56e0\u6b64\u6709\u5fc5\u8981\u91c7\u7528\u4ed8\u8d39\u8ba1\u5212\u6216\u5176\u4ed6\u65b9\u6cd5\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213580906\"><strong class=\"schema-faq-question\">\u5982\u4f55\u641c\u7d22\u65e7\u63a8\u6587\uff1f<\/strong> <p class=\"schema-faq-answer\">Twitter \u7684\u5386\u53f2\u6570\u636e\u9700\u8981\u4e13\u95e8\u7684\u5de5\u5177\uff0c\u56e0\u4e3a\u5e38\u89c4\u6d4f\u89c8\u53ea\u80fd\u663e\u793a\u6700\u8fd1\u7684\u5185\u5bb9\u3002<br\/><strong>\u6700\u4f73\u5de5\u5177<\/strong>: <strong>Snscrape<\/strong> - \u901a\u8fc7\u65e5\u671f\u8303\u56f4\u8fc7\u6ee4\u8bbf\u95ee\u591a\u5e74\u524d\u63a8\u6587\u7684 Python \u5e93\u3002<br\/><strong>\u5176\u4ed6\u9009\u62e9<\/strong>:<br\/>1.TwitterScraper \u5e93<br\/>2.\u5b66\u672f\u7814\u7a76 API\uff08\u9700\u8981\u673a\u6784\u8bbf\u95ee\u6743\u9650\uff09<br\/>3.\u7b2c\u4e09\u65b9\u5386\u53f2\u6570\u636e\u670d\u52a1<br\/><strong>\u63d0\u793a<\/strong>:\u5386\u53f2\u522e\u64e6\u901f\u5ea6\u8f83\u6162\uff0c\u9700\u8981\u4ed4\u7ec6\u9650\u5236\u901f\u7387\u4ee5\u907f\u514d\u5835\u585e\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213600533\"><strong class=\"schema-faq-question\">\u6709\u54ea\u4e9b\u7b26\u5408\u9053\u5fb7\u89c4\u8303\u7684 Twitter \u641c\u7d22\u6700\u4f73\u5b9e\u8df5\uff1f<\/strong> <p class=\"schema-faq-answer\"><strong>\u57fa\u672c\u505a\u6cd5<\/strong>:<br\/><strong>1.<\/strong> <strong>\u901f\u7387\u9650\u5236<\/strong>:\u8bf7\u6c42\u4e4b\u95f4\u6700\u5c11\u95f4\u9694 1-2 \u79d2<br\/><strong>2<\/strong>. <strong>\u5c0a\u91cd robots.txt<\/strong>:\u9075\u5faa\u5e73\u53f0\u6307\u5357<br\/><strong>3<\/strong>. <strong>\u6570\u636e\u6700\u5c0f\u5316<\/strong>:\u53ea\u6536\u96c6\u5fc5\u8981\u7684\u4fe1\u606f<br\/><strong>4.<\/strong> <strong>\u9002\u5f53\u5ef6\u8fdf<\/strong>:\u4f7f\u7528 IP \u8f6e\u6362\u548c\u4f4f\u5b85\u4ee3\u7406<br\/><strong>5<\/strong>. <strong>\u9519\u8bef\u5904\u7406<\/strong>:\u5982\u679c\u53d7\u963b\u6216\u901f\u7387\u53d7\u9650\uff0c\u5219\u505c\u6b62\u522e\u64e6<br\/><strong>\u4e3b\u8981\u539f\u5219<\/strong>:\u59cb\u7ec8\u5148\u8bd5\u7528\u5b98\u65b9 API\uff0c\u7136\u540e\u5728\u5c0a\u91cd Twitter \u57fa\u7840\u8bbe\u65bd\u548c\u7528\u6237\u9690\u79c1\u7684\u524d\u63d0\u4e0b\u8d1f\u8d23\u4efb\u5730\u8fdb\u884c\u522e\u64e6\u3002<\/p> <\/div> <\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Conclusion\">\u7ed3\u8bba<\/h2>\n\n\n\n<p>Twitter \u662f\u5168\u7f51\u793e\u4f1a\u5b66\u4fe1\u606f\u7684\u91cd\u8981\u6765\u6e90\u3002\u901a\u8fc7\u5229\u7528\u4ece Twitter \u641c\u522e\u5230\u7684\u4fe1\u606f\uff0c\u60a8\u53ef\u4ee5\u91cf\u8eab\u5b9a\u5236\u8ba1\u5212\uff0c\u4fc3\u8fdb\u9500\u552e\u5e76\u6539\u8fdb\u8425\u9500\u7b56\u7565\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u6df1\u5165\u6982\u8ff0\u4e86 Twitter \u641c\u522e\u7684\u4e0d\u540c\u65b9\u9762\u548c\u65b9\u6cd5\uff0c\u4ee5\u63d0\u53d6\u5bf9\u4f01\u4e1a\u6216\u7814\u7a76\u6709\u4ef7\u503c\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u603b\u4e4b\uff0c\u6839\u636e Twitter API v2 \u7684\u65b0\u9650\u5236\uff0c\u518d\u52a0\u4e0a\u9ad8\u6602\u7684\u6210\u672c\uff0c\u9009\u62e9\u6700\u4f73\u522e\u64e6\u5668\u4f1a\u5f88\u6709\u6311\u6218\u6027\u3002\u4f60\u53ef\u4ee5\u4ece Twitter API \u6216\u76f4\u63a5\u8fde\u63a5\u5230 Twitter API \u7684\u7b2c\u4e09\u65b9\u5e94\u7528\u7a0b\u5e8f\u548c Python \u5e93\uff08Tweepy\uff09\u7684\u66f4\u9ad8\u7ea7\u529f\u80fd\u4e2d\u83b7\u76ca\u3002 <\/p>\n\n\n\n<p>\u4f46\u662f\uff0c\u60a8\u53ef\u4ee5\u63d0\u51fa\u7684\u8bf7\u6c42\u6570\u91cf\u53d7\u5230\u4e25\u683c\u9650\u5236\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u4f60\u60f3\u6293\u53d6\u516c\u5f00\u6570\u636e\uff0c\u800c\u4e14\u57fa\u672c\u529f\u80fd\u80fd\u6ee1\u8db3\u4f60\u7684\u9700\u6c42\uff0c\u90a3\u4e48 Snscrape Python \u5e93\u7b49\u9009\u9879\u4f1a\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\"><strong>\u51c6\u5907\u597d\u8ba9\u4f60\u7684 Twitter \u641c\u522e\u5668\u66f4\u4e0a\u4e00\u5c42\u697c\u4e86\u5417\uff1f<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-5\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/www.rapidseedbox.com\/zh\/proxy\/?blog=mastering-twitter-scraping\" style=\"background-color:#22c55e\"><strong>\u5c1d\u8bd5 IPv6 \u4ee3\u7406\u3002<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u73b0\u5728\uff0c\u6211\u4eec\u6765\u627e\u70b9\u4e50\u5b50\uff01<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f60\u662f \"\u522e\u524a\u4e4b\u795e \"\u8fd8\u662f \"\u83dc\u9e1f\"\uff1f<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><em>\u8fdb\u884c\u4ee5\u4e0b\u8da3\u5473\u6d4b\u8bd5\uff0c\u4e86\u89e3\u81ea\u5df1\u7684\u522e\u75e7\u4e2a\u6027<\/em><\/h4>\n\n\n\n<div data-tf-live=\"01K20M8AMNZ7QGMNQWVGXX3BCH\"><\/div><script src=\"\/\/embed.typeform.com\/next\/embed.js\"><\/script>","protected":false},"excerpt":{"rendered":"<p>\u901a\u8fc7\u6211\u4eec\u7684\u7efc\u5408\u6307\u5357\uff0c\u91ca\u653e Twitter \u6570\u636e\u7684\u529b\u91cf\u3002\u63a2\u7d22\u4ec0\u4e48\u662f Twitter Scraping\u3001\u53ef\u7528\u7684\u5de5\u5177\u4ee5\u53ca\u83b7\u5f97\u6709\u4ef7\u503c\u89c1\u89e3\u7684\u9053\u5fb7\u8003\u91cf\u3002 <\/p>","protected":false},"author":161,"featured_media":25710,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[39],"tags":[321,735,319,705,320],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Scrape Twitter (X) Data in 2026 [Python + Tools]<\/title>\n<meta name=\"description\" content=\"Learn how to scrape Twitter (X) data in 2026 using snscrape, Python libraries, and 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See real use cases and stay safe legally.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.rapidseedbox.com\/zh\/blog\/mastering-twitter-scraping\" \/>\n<meta property=\"og:site_name\" content=\"RapidSeedbox\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/RapidSeedbox\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-30T20:51:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-06T13:55:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.rapidseedbox.com\/wp-content\/uploads\/Twitter-Scraping.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1748\" \/>\n\t<meta property=\"og:image:height\" content=\"906\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Farhad Pashaei\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@FarhadPashaei\" \/>\n<meta name=\"twitter:site\" content=\"@rapidseedbox\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Farhad Pashaei\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"16\u5206\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to Scrape Twitter (X) Data in 2026 [Python + Tools]","description":"Learn how to scrape Twitter (X) data in 2026 using snscrape, Python libraries, and scraping tools. 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As a technophile, he also enjoys getting hands-on experience with a variety of electronic devices, including smartphones, laptops, accessories, wearables, printers, and so on. When he isn\u2019t writing, you can bet he\u2019s devouring information on products making their market foray, demonstrating his unquenchable thirst for technology.","sameAs":["https:\/\/www.instagram.com\/farhadpashaei\/","https:\/\/www.linkedin.com\/in\/farhad-pashaei-technology-writer\/","https:\/\/twitter.com\/FarhadPashaei"],"url":"https:\/\/www.rapidseedbox.com\/author\/farhad"},{"@type":"Question","@id":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213511967","position":1,"url":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213511967","name":"Is it legal to scrape Twitter?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Twitter scraping exists in a legal gray area. While Twitter's Terms of Service prohibit automated data collection, scraping publicly available data isn't automatically illegal.<br\/><strong>Legal risks include:<\/strong><br\/>1. Copyright infringement on user content<br\/>2. CFAA violations in some jurisdictions<br\/>3. GDPR compliance issues with personal data<br\/><strong>Safer approach<\/strong>: Use Twitter's official API when possible, consult legal counsel for large projects, and focus on publicly available data for legitimate research purposes.","inLanguage":"zh-CN"},"inLanguage":"zh-CN"},{"@type":"Question","@id":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213526020","position":2,"url":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213526020","name":"Do I need to know how to code to scrape X?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"No, but coding provides better results.<br\/><strong>No-code options<\/strong>: Browser automation tools and visual workflow builders work for basic scraping but are limited in speed and flexibility.<br\/><strong>Coding solutions<\/strong>: Python with Selenium or specialized libraries offers greater control, better anti-bot handling, and higher success rates.<br\/><strong>Best approach<\/strong>: Start with no-code tools to test your needs, then learn basic Python scripting for serious data collection.","inLanguage":"zh-CN"},"inLanguage":"zh-CN"},{"@type":"Question","@id":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213553081","position":3,"url":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213553081","name":"What are the limitations of the free Twitter API?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Twitter's free API tier has severe restrictions:<br\/><strong>1<\/strong>. <strong>Rate limits<\/strong>: Very low monthly request quotas<br\/><strong>2<\/strong>. <strong>Historical data<\/strong>: Limited to recent tweets (typically past week)<br\/><strong>3<\/strong>. <strong>Features<\/strong>: No advanced analytics or engagement metrics<br\/><strong>4<\/strong>. <strong>Access<\/strong>: Requires application approval<br\/>Most research and business use cases exceed free tier limits, making paid plans or alternative methods necessary.","inLanguage":"zh-CN"},"inLanguage":"zh-CN"},{"@type":"Question","@id":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213580906","position":4,"url":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213580906","name":"How can I scrape old tweets?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Historical Twitter data requires specialized tools since regular browsing only shows recent content.<br\/><strong>Best tool<\/strong>: <strong>Snscrape<\/strong> - Python library accessing tweets from years back with date range filtering.<br\/><strong>Other options<\/strong>:<br\/>1. TwitterScraper library<br\/>2. Academic Research API (institutional access required)<br\/>3. Third-party historical data services<br\/><strong>Tip<\/strong>: Historical scraping is slower and requires careful rate limiting to avoid blocks.","inLanguage":"zh-CN"},"inLanguage":"zh-CN"},{"@type":"Question","@id":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213600533","position":5,"url":"https:\/\/www.rapidseedbox.com\/blog\/mastering-twitter-scraping#faq-question-1756213600533","name":"What are the best practices for ethical Twitter scraping?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"<strong>Essential practices<\/strong>:<br\/><strong>1.<\/strong> <strong>Rate limiting<\/strong>: 1-2 seconds between requests minimum<br\/><strong>2<\/strong>. <strong>Respect robots.txt<\/strong>: Follow platform guidelines<br\/><strong>3<\/strong>. <strong>Data minimization<\/strong>: Collect only necessary information<br\/><strong>4.<\/strong> <strong>Proper delays<\/strong>: Use IP rotation and residential proxies<br\/><strong>5<\/strong>. <strong>Error handling<\/strong>: Stop scraping if blocked or rate-limited<br\/><strong>Key principle<\/strong>: Always try official APIs first, then scrape responsibly with respect for Twitter's infrastructure and user privacy.","inLanguage":"zh-CN"},"inLanguage":"zh-CN"}]}},"_links":{"self":[{"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/posts\/19249"}],"collection":[{"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/users\/161"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/comments?post=19249"}],"version-history":[{"count":10,"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/posts\/19249\/revisions"}],"predecessor-version":[{"id":44213,"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/posts\/19249\/revisions\/44213"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/media\/25710"}],"wp:attachment":[{"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/media?parent=19249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/categories?post=19249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/zh\/wp-json\/wp\/v2\/tags?post=19249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}