{"id":19249,"date":"2024-01-30T20:51:06","date_gmt":"2024-01-30T20:51:06","guid":{"rendered":"https:\/\/www.rapidseedbox.com\/?p=19249"},"modified":"2026-07-20T07:37:07","modified_gmt":"2026-07-20T07:37:07","slug":"mastering-twitter-scraping","status":"publish","type":"post","link":"https:\/\/www.rapidseedbox.com\/ja\/blog\/mastering-twitter-scraping","title":{"rendered":"2026\u5e74\u7248 Twitter\uff08X\uff09\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"<p>6\u51046,600\u4e07\u4eba\u4ee5\u4e0a\u306e\u30a2\u30af\u30c6\u30a3\u30d6\u30fb\u30e6\u30fc\u30b6\u30fc\u3092\u6709\u3059\u308b\u3002 <a href=\"https:\/\/twitter.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c4\u30a4\u30c3\u30bf\u30fc\u3001\u307e\u305f\u306f\u65b0\u30d6\u30e9\u30f3\u30c9\u306eX<\/a>Twitter\u306f\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e1\u3064\u3067\u3042\u308a\u3001\u4f01\u696d\u3001\u7814\u7a76\u8005\u3001\u500b\u4eba\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u60c5\u5831\u6e90\u3067\u3042\u308b\u3002\u3057\u304b\u3057\u3001\u81a8\u5927\u306aTwitter\u30c7\u30fc\u30bf\u304b\u3089\u624b\u4f5c\u696d\u3067\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u306f\u5727\u5012\u7684\u3067\u3042\u308a\u3001\u6a5f\u80fd\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\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=\"\u30c4\u30a4\u30c3\u30bf\u30fc\u30b9\u30af\u30ec\u30fc\u30d1\u30fc\" 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\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u307e\u3059\u3002<\/strong> \u3053\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30c8\u30ec\u30f3\u30c9\u306e\u30c8\u30d4\u30c3\u30af\u3084\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3001\u4f1a\u8a71\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u8d77\u304d\u3066\u3044\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u306b\u95a2\u3059\u308b\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <\/em><\/p>\n\n\n\n<p>\u53ce\u96c6\u3055\u308c\u305f\u60c5\u5831\u306f\u3001\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3001\u5e02\u5834\u8abf\u67fb\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u69d8\u3005\u306a\u76ee\u7684\u306e\u305f\u3081\u306b\u7dbf\u5bc6\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f <a href=\"https:\/\/www.rapidseedbox.com\/ja\/blog\/web-scraping\" target=\"_blank\" rel=\"noreferrer noopener\">\u3053\u3059\u308a<\/a> \u30b9\u30af\u30ea\u30d7\u30c8\u304b\u3089\u30ce\u30fc\u30b3\u30fc\u30c9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u307e\u3067\u3001\u65e2\u5b58\u306e\u65b9\u6cd5\u3092\u4f7f\u3063\u305fTwitter\u30c7\u30fc\u30bf\u3001\u95a2\u9023\u30b3\u30b9\u30c8\u3001\u5408\u6cd5\u6027\u3068\u502b\u7406\u7684\u6761\u4ef6\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\u8cac\u4e8b\u9805\uff1a&nbsp;<\/strong>\u672c\u8cc7\u6599\u306f\u3001\u60c5\u5831\u63d0\u4f9b\u306e\u307f\u3092\u76ee\u7684\u3068\u3057\u3066\u4f5c\u6210\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002\u3044\u304b\u306a\u308b\u6d3b\u52d5\uff08\u9055\u6cd5\u884c\u70ba\u3092\u542b\u3080\uff09\u3001\u88fd\u54c1\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u63a8\u5968\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5f53\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u307e\u305f\u306f\u3053\u3053\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u306b\u4f9d\u62e0\u3059\u308b\u5834\u5408\u306f\u3001\u77e5\u7684\u8ca1\u7523\u6a29\u6cd5\u3092\u542b\u3080\u9069\u7528\u6cd5\u3092\u9075\u5b88\u3059\u308b\u8cac\u4efb\u3092\u8ca0\u3046\u3082\u306e\u3068\u3057\u307e\u3059\u3002\u5f53\u793e\u306f\u3001\u6cd5\u5f8b\u3067\u660e\u793a\u7684\u306b\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u3092\u9664\u304d\u3001\u3044\u304b\u306a\u308b\u65b9\u6cd5\u3067\u3042\u308c\u3001\u5f53\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u307e\u305f\u306f\u3053\u3053\u306b\u542b\u307e\u308c\u308b\u60c5\u5831\u306e\u4f7f\u7528\u304b\u3089\u751f\u3058\u308b\u640d\u5bb3\u306b\u3064\u3044\u3066\u4e00\u5207\u306e\u8cac\u4efb\u3092\u8ca0\u3044\u307e\u305b\u3093\u3002<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u76ee\u6b21<\/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\">\u30c4\u30a4\u30c3\u30bf\u30fc\u304b\u3089\u62bd\u51fa\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306f\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"#Legality-and-Ethical-Terms-of-Use\">\u5408\u6cd5\u6027\u3068\u502b\u7406\u7684\u306a\u5229\u7528\u898f\u7d04<\/a><\/li>\n\n\n\n<li><a href=\"#General-Guide-for-Scraping-Twitter\">Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u4e00\u822c\u7684\u306a\u30ac\u30a4\u30c9<\/a><\/li>\n\n\n\n<li><a href=\"#Twitter-Scraping-Tools-and-Methods\">Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u3068\u65b9\u6cd5<\/a>\n<ul>\n<li><a href=\"#API-Based-Twitter-Scrapers\">API\u30d9\u30fc\u30b9\u306eTwitter\u30b9\u30af\u30ec\u30a4\u30d1\u30fc<\/a><\/li>\n\n\n\n<li><a href=\"#Twitter-API-V2\">Twitter API V2<\/a><\/li>\n\n\n\n<li><a href=\"#Apify\">\u30a2\u30d4\u30d5\u30a1\u30a4<\/a><\/li>\n\n\n\n<li><a href=\"#Brightdata\">\u30d6\u30e9\u30a4\u30c8\u30fb\u30c7\u30fc\u30bf<\/a><\/li>\n\n\n\n<li><a href=\"#Scrapingdog\">\u30b9\u30af\u30e9\u30c3\u30d7\u30c9\u30c3\u30b0<\/a><\/li>\n\n\n\n<li><a href=\"#Python-Libraries-and-Packages-for-Scraping-Twitter\">Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30d1\u30c3\u30b1\u30fc\u30b8<\/a><\/li>\n\n\n\n<li><a href=\"#Tweepy\">\u30c8\u30a5\u30a4\u30fc\u30d4\u30fc<\/a><\/li>\n\n\n\n<li><a href=\"#Snscrape\">\u30b9\u30cd\u30af\u30ec\u30fc\u30d7<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><a href=\"#5\">\u9ad8\u5ea6\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u6280\u8853\u3068\u8ab2\u984c<\/a><\/li>\n\n\n\n<li><a href=\"#6\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li>\n\n\n\n<li><a href=\"#Conclusion\">\u307e\u3068\u3081<\/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\">\u30c4\u30a4\u30c3\u30bf\u30fc\u304b\u3089\u62bd\u51fa\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306f\uff1f<\/h2>\n\n\n\n<p>\u69d8\u3005\u306a\u30bf\u30a4\u30d7\u306eTwitter\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e3\u3064\u306e\u4e3b\u8981\u306a\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u30c4\u30a4\u30fc\u30c8<\/strong> \u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3055\u308c\u305f\u30c4\u30a4\u30fc\u30c8\u304b\u3089\u3001\u300c\u3044\u3044\u306d\uff01\u300d\u3001\u8fd4\u4fe1\u3001\u30ea\u30c4\u30a4\u30fc\u30c8\u3001\u6307\u5b9a\u3057\u305fURL\u306a\u3069\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb <\/strong>\u30e6\u30fc\u30b6\u30fc\u306e\u7d4c\u6b74\u3001\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u8aac\u660e\u3001\u30c4\u30a4\u30fc\u30c8\u6570\u3001\u30ea\u30c4\u30a4\u30fc\u30c8\u6570\u3001\u30d5\u30a9\u30ed\u30ef\u30fc\u6570\/\u30d5\u30a9\u30ed\u30fc\u6570\u3001\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u753b\u50cf\u306a\u3069\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u3042\u3089\u3086\u308b\u3082\u306e\u304c\u53ce\u96c6\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ad\u30fc\u30ef\u30fc\u30c9\uff0f\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0<\/strong> \u7279\u5b9a\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3001\u307e\u305f\u306f\u305d\u308c\u3089\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u542b\u3080\u30c4\u30a4\u30fc\u30c8\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3044\u3044\u306d\uff01\u306e\u6570\u3067\u7d5e\u308a\u8fbc\u3093\u3060\u308a\u3001\u7279\u5b9a\u306e\u65e5\u6642\u3067\u691c\u7d22\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\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=\"\u30a6\u30a7\u30d6\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u3001\u3042\u306a\u305f\u306e\u6642\u9593\u3092\u6c38\u9060\u306b\u5927\u5e45\u306b\u7bc0\u7d04\u3059\u308b\" 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\">\u5408\u6cd5\u6027\u3068\u502b\u7406\u7684\u306a\u5229\u7528\u898f\u7d04<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u4e16\u754c\u306b\u98db\u3073\u8fbc\u3080\u969b\u306b\u306f\u3001\u6cd5\u7684\u304a\u3088\u3073\u502b\u7406\u7684\u306a\u5883\u754c\u7dda\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u306b\u3088\u308b\u3068 <a href=\"https:\/\/twitter.com\/en\/tos\/previous\/version_13\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c4\u30a4\u30c3\u30bf\u30fc\u898f\u7d04<\/a> (\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u898f\u7d04\u304a\u3088\u3073\u30dd\u30ea\u30b7\u30fc\uff09\u3001\u660e\u793a\u7684\u306a\u8a31\u53ef\u306a\u304f\u30c7\u30fc\u30bf\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u3053\u3068\u306f\u7981\u6b62\u3055\u308c\u3066\u304a\u308a\u3001Twitter\u306e\u30dd\u30ea\u30b7\u30fc\u306b\u3088\u3063\u3066\u5ba3\u8a00\u3055\u308c\u3066\u3044\u307e\u3059\uff1a\u300cTwitter\u306e\u4e8b\u524d\u306e\u540c\u610f\u306a\u3057\u306b\u672c\u30b5\u30fc\u30d3\u30b9\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u3053\u3068\u306f\u660e\u793a\u7684\u306b\u7981\u6b62\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u76ee\u7684\u3067Twitter API\u3092\u60aa\u7528\u3057\u305f\u5834\u5408\u306f\u3001\u30a2\u30af\u30bb\u30b9\u306e\u505c\u6b62\u3084\u7d42\u4e86\u3092\u542b\u3080\u5f37\u5236\u63aa\u7f6e\u306e\u5bfe\u8c61\u3068\u306a\u308a\u307e\u3059\u3002 <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"General-Guide-for-Scraping-Twitter\">Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u4e00\u822c\u7684\u306a\u30ac\u30a4\u30c9<\/h2>\n\n\n\n<p>Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u7d39\u4ecb\u3057\u305f\u5f8c\u306f\u3001\u3044\u3088\u3044\u3088Twitter\u306e\u30c7\u30fc\u30bf\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u63a2\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u7c21\u5358\u3067\u5305\u62ec\u7684\u306a\u30ac\u30a4\u30c9\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n\n\n\n<ol>\n<li>\u307e\u305a\u3001\u9069\u5207\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30fb\u30c4\u30fc\u30eb\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u305f\u304f\u3055\u3093\u306e\u9078\u629e\u80a2\u304b\u3089\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u81ea\u5206\u306e\u4e88\u7b97\u3068\u597d\u307f\u306b\u5408\u3063\u305f\u3082\u306e\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n\n<li>\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u304c\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002 <a href=\"https:\/\/macpaw.com\/how-to\/clear-storage-on-iphone\" target=\"_blank\" rel=\"noreferrer noopener\">\u8c4a\u5bcc\u306a\u53ce\u7d0d\u30b9\u30da\u30fc\u30b9<\/a> \u304a\u4f7f\u3044\u306e\u30c7\u30d0\u30a4\u30b9\u3067\u5229\u7528\u53ef\u80fd\u3067\u3001\u4fe1\u983c\u3067\u304d\u308b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u3042\u308b\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001Twitter\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a73\u7d30\u3092\u4f7f\u3063\u3066\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>Twitter\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u306f\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3001\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3001\u65e5\u6642\u3001\u5834\u6240\u3001URL\u306a\u3069\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30af\u30ec\u30a4\u30d1\u30fc\u30c4\u30fc\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u6b8b\u308a\u307e\u3059\u3002\u305d\u306e\u30c7\u30fc\u30bf\u3092\u3055\u307e\u3056\u307e\u306a\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\uff08xlsx\u3001CSV\u3001JSON\u306a\u3069\uff09\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6700\u5f8c\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u3001\u95a2\u5fc3\u306e\u3042\u308b\u30c8\u30d4\u30c3\u30af\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u5f97\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Twitter-Scraping-Tools-and-Methods\">Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u3068\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u5229\u7528\u53ef\u80fd\u306a\u3044\u304f\u3064\u304b\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u30ec\u30d3\u30e5\u30fc\u3057\u305f\u3002 <a href=\"https:\/\/www.rapidseedbox.com\/blog\/twitter-facebook-scraper-guide\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c4\u30a4\u30c3\u30bf\u30fc\u30b9\u30af\u30ec\u30fc\u30d1\u30fc<\/a> \u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30b5\u30fc\u30d3\u30b9\u3084\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u307e\u3067\u3001\u4ee5\u4e0b\u306b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"API-Based-Twitter-Scrapers\">4.1.API\u30d9\u30fc\u30b9\u306eTwitter\u30b9\u30af\u30ec\u30a4\u30d1\u30fc<\/h3>\n\n\n\n<p>\u6700\u521d\u306b\u53d6\u308a\u4e0a\u3052\u308b\u306e\u306f\u3001API\u30d9\u30fc\u30b9\u306eTwitter\u30b9\u30af\u30ec\u30a4\u30d1\u30fc\u3067\u3001Twitter API V2\u3001Apify\u3001Brightdata\u3001Scrapingdog\u306a\u3069\u304c\u3042\u308b\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\">Twitter API V2<\/a><\/h4>\n\n\n\n<p>Twitter API v2\u306fTwitter\u306eAPI\u306e\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u305f\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3059\u308b\u958b\u767a\u8005\u3084\u3001\u7279\u5b9a\u306e\u76ee\u7684\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u7814\u7a76\u8005\u3084\u500b\u4eba\u306b\u3068\u3063\u3066\u3001\u516c\u5f0f\u304b\u3064\u6700\u3082\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308bAPI\u306e1\u3064\u3067\u3059\u3002\u65b0\u3057\u3044API\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u4e0a\u306e\u30e9\u30a4\u30d6\u306e\u4f1a\u8a71\u3092\u7c21\u5358\u306b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n\n\n<p>\u6700\u8fd1\u3001\u30c4\u30a4\u30c3\u30bf\u30fc\u306f\u3001\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3001\u30c4\u30a4\u30fc\u30c8\u6295\u7a3f\u306e\u30da\u30a4\u30ed\u30fc\u30c9\u30aa\u30d7\u30b7\u30e7\u30f3\u3001\u4f1a\u8a71\u8b58\u5225\u5b50\u30bb\u30c3\u30c8\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u65b0\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u5909\u66f4\u306f\u975e\u5e38\u306b\u5370\u8c61\u7684\u3060\u3002\u3057\u304b\u3057\u3001\u65b0\u3057\u3044\u6599\u91d1\u4f53\u7cfb\u306f\u3001\u958b\u767a\u8005\u3084\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30a2\u30d7\u30ea\u306b\u6df1\u523b\u306a\u61f8\u5ff5\u3092\u62b1\u304b\u305b\u3066\u3044\u308b\u3002\u65b0\u3057\u3044\u6599\u91d1\u4f53\u7cfb\u306b\u3088\u3063\u3066\u3001\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u5287\u7684\u306b\u6e1b\u5c11\u3057\u3001\u4fa1\u683c\u306f\u5927\u5e45\u306b\u4e0a\u6607\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>Twitter\/X API v2\u306e\u6599\u91d1\u30d7\u30e9\u30f3\u306b\u306f3\u3064\u306e\u30ec\u30d9\u30eb\u304c\u3042\u308a\u307e\u3059\uff1a\u7121\u6599\u3001\u30d9\u30fc\u30b7\u30c3\u30af<\/strong>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba<strong>.<\/strong><\/p>\n\n\n\n<ul>\n<li>\u7121\u6599\u30c6\u30a3\u30a2\u3067\u306f\u3001\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u306f\u4ee5\u4e0b\u306e\u6295\u7a3f\u304c\u53ef\u80fd\u3067\u3059\u3002 <strong>\u6708\u95931500\u30c4\u30a4\u30fc\u30c8<\/strong>\u66f8\u304d\u8fbc\u307f\u5c02\u7528\u3067\u3001Twitter API\u306e\u30c6\u30b9\u30c8\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u57fa\u672c\u6599\u91d1 <strong>\u6708\u984d$100\u3001\u6708\u95933,000\u30c4\u30a4\u30fc\u30c8\u307e\u3067\u6295\u7a3f\u53ef\u80fd\u3002<\/strong> \u30e6\u30fc\u30b6\u30fc\u30ec\u30d9\u30eb\u3067 <strong>\u30c4\u30a4\u30fc\u30c8\u657050,000\uff08\u95b2\u89a7\u5236\u965010,000\uff09<\/strong> \u30a2\u30d7\u30ea\u30ec\u30d9\u30eb\u3067\u3002<\/li>\n\n\n\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30fb\u30bf\u30a4\u30e4\u306b\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3088\u308a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30fb\u30d7\u30e9\u30f3\u3067\u306f\u3001\u958b\u767a\u8005\uff0f\u4f01\u696d\u306b\u5bfe\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306a\u6cd5\u5916\u306a\u4fa1\u683c\u304c\u8acb\u6c42\u3055\u308c\u307e\u3059\u3002<strong> \u6708\u306b\u7d0442000$<\/strong>.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Apify\">4.1.2. <a href=\"https:\/\/apify.com\/\">\u30a2\u30d4\u30d5\u30a1\u30a4<\/a><\/h4>\n\n\n\n<p>Apify\u306eTwitter Scraper\u3092\u901a\u3057\u3066\u3001\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3001\u30b9\u30ec\u30c3\u30c9\u3001\u8fd4\u4fe1\u3001\u753b\u50cf\u306a\u3069\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308bTwitter\u30c7\u30fc\u30bf\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6700\u8fd1\u306e\u30c4\u30a4\u30c3\u30bf\u30fc\u306e\u5909\u66f4\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u30c4\u30a4\u30fc\u30c8\u306e\u95b2\u89a7\u3084\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306b\u65b0\u305f\u306a\u5236\u9650\u304c\u8a2d\u3051\u3089\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u30b9\u30af\u30ec\u30a4\u30d1\u30fc\u306f\u6700\u65b0\u306e\u30c4\u30a4\u30fc\u30c8\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u304c\u3001\u6700\u3082\u300c\u3044\u3044\u306d\uff01\u300d\u3055\u308c\u305f\u30c4\u30a4\u30fc\u30c8\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u308b\u3002\u62bd\u51fa\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306fHTML\u3001JSON\u3001Excel\u3001CSV\u5f62\u5f0f\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u56f3\u306f\u3001\u30a2\u30d4\u30d5\u30a1\u30a4\u306b\u3088\u308b\u6708\u984d\u30b5\u30fc\u30d3\u30b9\u8cbb\u7528\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5e74\u9593\u30d7\u30e9\u30f3\u306b\u306f10%\u306e\u5272\u5f15\u304c\u3042\u308a\u307e\u3059\u3002\u8a73\u3057\u304f\u306f <a href=\"https:\/\/apify.com\/pricing\">\u30a2\u30d4\u30d5\u30a1\u30a4\u4fa1\u683c<\/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=\"\u30a2\u30d4\u30d5\u30a1\u30a4\" 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>\u5199\u771f\u63d0\u4f9b\uff1a\u30a2\u30d4\u30d5\u30a1\u30a4<\/em><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Brightdata\">4.1.3. <a href=\"https:\/\/brightdata.com\/\">\u30d6\u30e9\u30a4\u30c8\u30fb\u30c7\u30fc\u30bf<\/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=\"\u30d6\u30e9\u30a4\u30c8\u30fb\u30c7\u30fc\u30bf\" 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>\u5199\u771f\u63d0\u4f9b\uff1a\u30d6\u30e9\u30a4\u30c8\u30c7\u30fc\u30bf<\/em><\/figcaption><\/figure>\n\n\n\n<p>Bright Data is a data collection platform that offers <a href=\"https:\/\/www.rapidseedbox.com\/ja\/blog\/web-scraping\" target=\"_blank\" rel=\"noreferrer noopener\">web scraping tools<\/a> such as proxy servers, APIs, and no-code solutions. Bright Data&#8217;s Web Scraper gives users the ability to extract data from public Twitter profiles, including images, videos, tweets, hashtags, and more. <\/p>\n\n\n\n<p><strong>\u6708\u984d500$\uff08151000\u30da\u30fc\u30b8\u30ed\u30fc\u30c9\uff09\u304b\u3089\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/strong>.Bright Data Twitter scraper \u30c7\u30fc\u30bf\u30b3\u30ec\u30af\u30bf\u30fc\u306f\u3001\u3059\u3079\u3066\u306e\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3068\u4e92\u63db\u6027\u304c\u3042\u308a\u3001\u30c7\u30fc\u30bf\u3092\u30a8\u30af\u30bb\u30eb\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u307e\u3059\u3002\u307e\u305f\u30017\u65e5\u9593\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001500\u30c9\u30eb\u3092\u652f\u6255\u3046\u524d\u306b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u30c6\u30b9\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Twitter\u30b9\u30af\u30ec\u30a4\u30d1\u30fc\u3092\u6b21\u306e\u30ec\u30d9\u30eb\u306b\u5f15\u304d\u4e0a\u3052\u308b\u6e96\u5099\u306f\u3067\u304d\u3066\u3044\u307e\u3059\u304b\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\/ja\/proxy\/?blog=mastering-twitter-scraping\" style=\"background-color:#22c55e\"><strong>IPv6\u30d7\u30ed\u30ad\u30b7\u3092\u8a66\u3059<\/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\/\">\u30b9\u30af\u30e9\u30c3\u30d7\u30c9\u30c3\u30b0<\/a><\/h4>\n\n\n\n<p>Scrapingdog\u306f\u3001Twitter\u3092\u542b\u3080\u3042\u3089\u3086\u308b\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u652f\u63f4\u3059\u308b\u30a6\u30a7\u30d6\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0API\u3067\u3059\u3002\u30c4\u30a4\u30fc\u30c8ID\u3092\u4f7f\u3063\u3066\u30c4\u30a4\u30fc\u30c8\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u305f\u308a\u3001\u516c\u958b\u30da\u30fc\u30b8\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u30d5\u30a9\u30ed\u30ef\u30fc\u6570\u3001\u30d5\u30a9\u30ed\u30ef\u30fc\u6570\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u30ea\u30f3\u30af\u306a\u3069\u306e\u8a73\u7d30\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <\/p>\n\n\n\n<p><strong>Twitter\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306b\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a0.0009$\u304b\u304b\u308a\u307e\u3059\u3002<\/strong> \u6a19\u6e96\u30d7\u30e9\u30f3\u3067\u306f\u3001\u4ed6\u306e\u30c8\u30c3\u30d7Twitter\u30b9\u30af\u30ec\u30a4\u30d1\u30fc\u3068\u6bd4\u8f03\u3057\u3066\u3001\u4fa1\u683c\u4ee5\u4e0a\u306e\u6700\u9ad8\u306e\u4fa1\u5024\u306e\u4e00\u3064\u3067\u3059\u3002Scrapingdog\u306f\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3082\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3002Scrapingdog\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u65b9\u6cd5\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/docs.scrapingdog.com\/x-scraper-api\" target=\"_blank\" rel=\"noreferrer noopener\">Twitter Scraping API \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/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=\"\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c9\u30c3\u30b0\" 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>\u5199\u771f\uff1aScrapingDog<\/em><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"Python-Libraries-and-Packages-for-Scraping-Twitter\">4.2.Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30d1\u30c3\u30b1\u30fc\u30b8<\/h3>\n\n\n\n<p>Twitter API\u3068Apify\u306e\u3088\u3046\u306a\u30a2\u30d7\u30ea\u306b\u6163\u308c\u3066\u304d\u305f\u3068\u3053\u308d\u3067\u3001Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\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\">\u30c8\u30a5\u30a4\u30fc\u30d4\u30fc<\/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=\"\u30c8\u30a5\u30a4\u30fc\u30d4\u30fc\" 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>\u5199\u771f\uff1aTweepy<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Tweepy\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306ePython\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3001\u958b\u767a\u8005\u306fTwitter\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30b9\u30e0\u30fc\u30ba\u304b\u3064\u900f\u904e\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3002\u3057\u304b\u3057\u3001Twitter\u304cX\/Twitter API\u306b\u9001\u4fe1\u3059\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5236\u9650\u3092\u8ab2\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 <strong>15\u5206\u3054\u3068\u306b900\u4ef6\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u53ef\u80fd<\/strong>.\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001Tweepy\u306e\u6a5f\u80fd\u3068\u7c21\u5358\u306a\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u307e\u305a\u3001Python IDE\u4e0a\u3067 \"pip install Tweepy \"\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3063\u3066Tweepy\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001Tweepy\u3082\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Twitter\u306b\u767b\u9332\u3059\u308b\u306e\u304c\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u65b0\u3057\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u767b\u9332\u304c\u5b8c\u4e86\u3059\u308b\u3068\u3001\u30d9\u30a2\u30e9\u30fc\u30c8\u30fc\u30af\u30f3\u304c\u767a\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install tweepy\n\u30a4\u30f3\u30dd\u30fc\u30c8 tweepy<\/code><\/pre>\n\n\n\n<p>\u6b21\u306b\u3001Twitter API\u304b\u3089\u53d6\u5f97\u3057\u305f\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u30fb\u30d9\u30a2\u30e9\u30fb\u30c8\u30fc\u30af\u30f3\u3092\u6e21\u3059\u305f\u3081\u306e \"Client \"\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u30af\u30a8\u30ea\u30fc\u5909\u6570\u306b\u306f\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u3001\u8a00\u53ca\u3001\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0\u3092\u6307\u5b9a\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>client = tweepy.Client(bearer_token='bearer_token')\nquery = '@mentions #hashtags\u3092\u30af\u30a8\u30ea\u3059\u308b'\n<\/code><\/pre>\n\n\n\n<p>\u904e\u53bb7\u65e5\u9593\u306e\u30c4\u30a4\u30fc\u30c8\u3092\u691c\u7d22\u3059\u308b\u306b\u306f\u3001Tweepy\u3067\u5229\u7528\u53ef\u80fd\u306asearch_recent_tweets\u6a5f\u80fd\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u63a2\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u6307\u5b9a\u3059\u308b\u306b\u306f\u3001\u691c\u7d22\u30af\u30a8\u30ea\u3092\u6e21\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\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>\u5b66\u8853\u7814\u7a76\u30d7\u30ed\u30c0\u30af\u30c8\u30c8\u30e9\u30c3\u30af\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u304a\u6301\u3061\u306e\u65b9\u306f\u30017\u65e5\u4ee5\u4e0a\u524d\u306e\u30c4\u30a4\u30fc\u30c8\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c4\u30a4\u30fc\u30c8\u306e\u5b8c\u5168\u306a\u30a2\u30fc\u30ab\u30a4\u30d6\u304b\u3089\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>\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3067\u7d50\u679c\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>for tweet in tweets.data\uff1a\n    print(tweet.text)\n    if len(tweet.context_annotations) &gt; 0\uff1a\n        print(tweet.context_annotations)\n<\/code><\/pre>\n\n\n\n<p>Tweepy\u306b\u306f\u3001\u3088\u308a\u8907\u96d1\u3067\u7279\u6b8a\u306a\u30b1\u30fc\u30b9\u3067\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u95a2\u6570\u3082\u305f\u304f\u3055\u3093\u3042\u308b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"Snscrape\">4.2.2. <a href=\"https:\/\/github.com\/JustAnotherArchivist\/snscrape\">\u30b9\u30cd\u30af\u30ec\u30fc\u30d7<\/a><\/h4>\n\n\n\n<p>API\u306b\u983c\u3089\u305a\u306b\u30c4\u30a4\u30c3\u30bf\u30fc\u304b\u3089\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u3082\u3046\u4e00\u3064\u306e\u65b9\u6cd5\u306f\u3001Snscrape\u3092\u4f7f\u3046\u3053\u3068\u3060\u3002Snscrape\u3092\u4f7f\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3001\u30c4\u30a4\u30fc\u30c8\u306e\u5185\u5bb9\u3001\u30bd\u30fc\u30b9\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002Tweepy\u3068\u306f\u7570\u306a\u308a\u3001\u30b9\u30af\u30ec\u30a4\u30d7\u3067\u304d\u308b\u30c4\u30a4\u30fc\u30c8\u306e\u6570\u3084\u30c4\u30a4\u30fc\u30c8\u306e\u65e5\u4ed8\u306b\u5236\u9650\u306f\u306a\u304f\u3001\u53e4\u3044Twitter\u30c7\u30fc\u30bf\u3082\u62bd\u51fa\u3067\u304d\u308b\u3002Snscrape\u306fTwitter API\u306b\u63a5\u7d9a\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001Tweepy\u306e\u3088\u3046\u306a\u6a5f\u80fd\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8a73\u3057\u304f\u306f <a href=\"https:\/\/www.rapidseedbox.com\/ja\/blog\/snscrape\" target=\"_blank\" rel=\"noreferrer noopener\">\u30b9\u30cd\u30af\u30ec\u30fc\u30d7<\/a>. <\/p>\n\n\n\n<p>\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001Python\u306eSnscrape\u3092\u4f7f\u3063\u3066Twitter\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u57fa\u672c\u7684\u306a\u4f8b\u3082\u7d39\u4ecb\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001Snscrape\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002Python 3.8\u4ee5\u4e0a\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install snscrape \n<\/code><\/pre>\n\n\n\n<p>\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sntwitter \u3068\u3057\u3066 import snscrape.modules.twitter\npd\u3068\u3057\u3066pandas\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\n<\/code><\/pre>\n\n\n\n<p>TwitterSearchScraper(query).get_items \"\u95a2\u6570\u3092\u4f7f\u3063\u3066\u30af\u30a8\u30ea\u30fc\uff08\u3053\u3053\u3067\u306f \"query\"\uff09\u3092\u9001\u4fe1\u3057\u3001Twitter\u306e\u691c\u7d22\u30d0\u30fc\u306e\u7d50\u679c\u3068\u540c\u3058\u3088\u3046\u306b\u691c\u7d22\u7d50\u679c\u3092\u53d6\u5f97\u3059\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>query = \"\u30af\u30a8\u30ea\u30fc\"\n \nfor tweet in sntwitter.TwitterSearchScraper(query).get_items()\uff1a\n   print(vars(tweet))\n   \u30d6\u30ec\u30a4\u30af\n<\/code><\/pre>\n\n\n\n<p>Twitter\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30e1\u30bd\u30c3\u30c9\u306f\u4ed6\u306b\u3082\u3042\u308b\uff1aTwitterSearchScraper, TwitterUserScraper, TwitterProfileScraper, TwitterHashtagScraper, TwitterTweetScraperMode, TwitterTweetScraper, TwitterListPostsScraper, TwitterTrendsScraper.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"5\">\u9ad8\u5ea6\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u6280\u8853\u3068\u8ab2\u984c<\/h2>\n\n\n\n<p>\u57fa\u672c\u7684\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u624b\u6cd5\u304cTwitter\u306e\u9ad8\u5ea6\u306a\u9632\u5fa1\u6a5f\u80fd\u3067\u9650\u754c\u306b\u9054\u3059\u308b\u3068\u3001\u9ad8\u5ea6\u306a\u30c6\u30af\u30cb\u30c3\u30af\u304c\u4e0d\u53ef\u6b20\u306b\u306a\u308a\u307e\u3059\u3002Twitter\u306e\u6700\u65b0\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306fJavaScript\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3001\u30dc\u30c3\u30c8\u691c\u77e5\u306e\u305f\u3081\u306e\u8907\u6570\u306e\u30ec\u30a4\u30e4\u30fc\u3092\u5b9f\u88c5\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5f93\u6765\u306eHTTP\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u306f\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u53ce\u96c6\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d8\u30c3\u30c9\u30ec\u30b9\u30fb\u30d6\u30e9\u30a6\u30b6\u3067\u52d5\u7684\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u6271\u3046<\/h3>\n\n\n\n<p>Twitter\u306e\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u306fJavaScript\u3092\u901a\u3057\u3066\u52d5\u7684\u306b\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3059\u3002\u30d8\u30c3\u30c9\u30ec\u30b9\u30d6\u30e9\u30a6\u30b6\u306f\u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3001JavaScript\u3092\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3057\u3001\u52d5\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u30ed\u30fc\u30c9\u3092\u51e6\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Playwright\u3068Selenium\u306e\u6bd4\u8f03<\/strong>:Playwright\u306f\u3001\u3088\u308a\u826f\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u6700\u65b0\u306e\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u51e6\u7406\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001Playwright\u3092\u4f7f\u3063\u3066\u52d5\u7684\u306b\u8aad\u307f\u8fbc\u307e\u308c\u308b\u30c4\u30a4\u30fc\u30c8\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u4f8b\u3092\u7d39\u4ecb\u3059\u308b\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\u306a\u5229\u70b9<\/strong> \u30d8\u30c3\u30c9\u30ec\u30b9\u30d6\u30e9\u30a6\u30b6\u306b\u306f\u3001JavaScript\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306e\u51e6\u7406\u3001\u30af\u30c3\u30ad\u30fc\u3068\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u81ea\u52d5\u7ba1\u7406\u3001\u73fe\u5b9f\u7684\u306a\u30d6\u30e9\u30a6\u30b6\u30d5\u30a3\u30f3\u30ac\u30fc\u30d7\u30ea\u30f3\u30c8\u306b\u3088\u308b\u57fa\u672c\u7684\u306a\u30dc\u30c3\u30c8\u691c\u51fa\u306e\u56de\u907f\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n\n\n\n<p><strong>\u30ea\u30bd\u30fc\u30b9\u306b\u95a2\u3059\u308b\u8003\u616e\u4e8b\u9805<\/strong>:\u30d8\u30c3\u30c9\u30ec\u30b9\u30fb\u30d6\u30e9\u30a6\u30b6\u306f\u3001\u5358\u7d14\u306aHTTP\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u6bd4\u3079\u3066\u30e1\u30e2\u30ea\u3068CPU\u3092\u5927\u5e45\u306b\u6d88\u8cbb\u3057\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u64cd\u4f5c\u3092\u884c\u3046\u5834\u5408\u306f\u3001\u8907\u6570\u306e\u30d6\u30e9\u30a6\u30b6\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7570\u306a\u308b\u30b5\u30fc\u30d0\u30fc\u3067\u5b9f\u884c\u3059\u308b\u304b\u3001\u30d6\u30e9\u30a6\u30b6\u30d7\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u5bfe\u7b56\u3092\u56de\u907f\u3059\u308b<\/h3>\n\n\n\n<p>Twitter\u306f\u3001\u5358\u7d14\u306a\u30ec\u30fc\u30c8\u5236\u9650\u306b\u3068\u3069\u307e\u3089\u306a\u3044\u9ad8\u5ea6\u306a\u30dc\u30c3\u30c8\u691c\u77e5\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5bfe\u7b56\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u679c\u7684\u306a\u5bfe\u7b56\u3092\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e00\u822c\u7684\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u5bfe\u7b56<\/h4>\n\n\n\n<p><strong>\u30ec\u30fc\u30c8\u5236\u9650<\/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\u30d6\u30ed\u30c3\u30ad\u30f3\u30b0<\/strong>:\u7591\u308f\u3057\u3044IP\u30a2\u30c9\u30ec\u30b9\u306f\u4e00\u6642\u7684\u307e\u305f\u306f\u6052\u4e45\u7684\u306b\u30d6\u30ed\u30c3\u30af\u3055\u308c\u308b\u3002\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306eIP\u30a2\u30c9\u30ec\u30b9\u306f\u3001\u4e00\u822c\u5bb6\u5ead\u306e\u30a2\u30c9\u30ec\u30b9\u3088\u308a\u3082\u76e3\u8996\u306e\u76ee\u304c\u53b3\u3057\u3044\u3002<\/p>\n\n\n\n<p><strong>CAPTCHA\u306e\u8ab2\u984c<\/strong>:CAPTCHA : \u30dc\u30c3\u30c8\u7684\u306a\u632f\u308b\u821e\u3044\u304c\u691c\u51fa\u3055\u308c\u305f\u3089\u81ea\u52d5\u7684\u306bCAPTCHA\u3092\u63d0\u793a\u3002\u6700\u65b0\u306eCAPTCHA\u306f\u3001\u5358\u7d14\u306a\u753b\u50cf\u8a8d\u8b58\u3060\u3051\u3067\u306a\u304f\u3001\u884c\u52d5\u5206\u6790\u3082\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30d6\u30e9\u30a6\u30b6\u30fb\u30d5\u30a3\u30f3\u30ac\u30fc\u30d7\u30ea\u30f3\u30c8<\/strong>:\u30e6\u30fc\u30b6\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u753b\u9762\u89e3\u50cf\u5ea6\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\u3001JavaScript\u306e\u5b9f\u884c\u30d1\u30bf\u30fc\u30f3\u306a\u3069\u3001\u30d6\u30e9\u30a6\u30b6\u306e\u7279\u6027\u3092\u5206\u6790\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u52b9\u679c\u7684\u306a\u5bfe\u7b56<\/h4>\n\n\n\n<p><strong>\u59d4\u4efb\u72b6\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u6226\u7565<\/strong>:RapidSeedbox\u306e\u3088\u3046\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6b63\u898f\u306e\u30e6\u30fc\u30b6\u30fc\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u898b\u3048\u308b\u4f4f\u5b85\u7528IP\u30d7\u30fc\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002RapidSeedbox\u306e690\u4e07\u3092\u8d85\u3048\u308bIP\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304b\u3089\u306e\u4f4f\u5b85\u7528\u30d7\u30ed\u30ad\u30b7\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u7528\u30d7\u30ed\u30ad\u30b7\u306b\u6bd4\u3079\u3066\u691c\u51fa\u3092\u5927\u5e45\u306b\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\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>\u30e6\u30fc\u30b6\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3<\/strong>:\u30d1\u30bf\u30fc\u30f3\u691c\u51fa\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u3001\u30d6\u30e9\u30a6\u30b6\u306e\u30b7\u30b0\u30cd\u30c1\u30e3\u3092\u5909\u5316\u3055\u305b\u308b\u3002\u7570\u306a\u308b\u30d6\u30e9\u30a6\u30b6\u3084\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6587\u5b57\u5217\u3092\u4f7f\u7528\u3059\u308b\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\u52d5\u30d1\u30bf\u30fc\u30f3<\/strong>:\u9045\u5ef6\u3092\u5909\u5316\u3055\u305b\u305f\u308a\u3001\u30b9\u30af\u30ed\u30fc\u30eb\u30d1\u30bf\u30fc\u30f3\u3092\u30ea\u30a2\u30eb\u306b\u3057\u305f\u308a\u3001\u6642\u6298\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u884c\u308f\u306a\u3044\u306a\u3069\u3001\u4eba\u9593\u306e\u30d6\u30e9\u30a6\u30b8\u30f3\u30b0\u884c\u52d5\u3092\u6a21\u5023\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406<\/strong>:\u9069\u5207\u306a\u30af\u30c3\u30ad\u30fc\u51e6\u7406\u3067\u4e00\u8cab\u3057\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u7dad\u6301\u3057\u3001\u540c\u3058IP\u304b\u3089\u3042\u307e\u308a\u591a\u304f\u306e\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u9ad8\u5ea6\u306a\u691c\u77e5\u56de\u907f<\/h4>\n\n\n\n<p><strong>\u30ea\u30af\u30a8\u30b9\u30c8\u30fb\u30bf\u30a4\u30df\u30f3\u30b0<\/strong>:\u30ec\u30fc\u30c8\u5236\u9650\u306b\u906d\u9047\u3057\u305f\u5834\u5408\u3001\u6307\u6570\u95a2\u6570\u7684\u30d0\u30c3\u30af\u30aa\u30d5\u3092\u5b9f\u65bd\u3059\u308b\u3002\u9577\u3044\u9045\u5ef6\u304b\u3089\u958b\u59cb\u3057\u3001\u6210\u529f\u7387\u306b\u57fa\u3065\u3044\u3066\u5f90\u3005\u306b\u9045\u5ef6\u3092\u6e1b\u3089\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b8\u30aa\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u8cab\u6027<\/strong>:\u30d7\u30ed\u30ad\u30b7\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5730\u7406\u7684\u306a\u4e00\u8cab\u6027\u3092\u4fdd\u3064\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u56fd\u9593\u3092\u6025\u6fc0\u306b\u98db\u3073\u8d8a\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><strong>\u30d6\u30e9\u30a6\u30b6\u30fb\u30d5\u30a3\u30f3\u30ac\u30fc\u30d7\u30ea\u30f3\u30c8\u7ba1\u7406<\/strong>:undetected-chromedriver\u3084\u30b9\u30c6\u30eb\u30b9\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d6\u30e9\u30a6\u30b6\u30d5\u30a3\u30f3\u30ac\u30fc\u30d7\u30ea\u30f3\u30c8\u306e\u6709\u52b9\u6027\u3092\u4f4e\u4e0b\u3055\u305b\u307e\u3059\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>\u30a8\u30e9\u30fc\u51e6\u7406<\/strong>:\u4e00\u6642\u7684\u306a\u30d6\u30ed\u30c3\u30af\u3001\u6c38\u4e45\u7684\u306a\u7981\u6b62\u3001\u6280\u8853\u7684\u306a\u554f\u984c\u3092\u533a\u5225\u3067\u304d\u308b\u3001\u512a\u7f8e\u306a\u30a8\u30e9\u30fc\u51e6\u7406\u3092\u5b9f\u88c5\u3059\u308b\u3002<\/p>\n\n\n\n<p>RapidSeedbox\u306e\u3088\u3046\u306a\u30b5\u30fc\u30d3\u30b9\u306e\u30ec\u30b8\u30c7\u30f3\u30b7\u30e3\u30eb\u30d7\u30ed\u30ad\u30b7\u3001\u9069\u5207\u306a\u30d6\u30e9\u30a6\u30b6\u306e\u30b9\u30c6\u30eb\u30b9\u6280\u8853\u3001\u73fe\u5b9f\u7684\u306a\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u691c\u77e5\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3064\u3064\u3001\u5927\u898f\u6a21\u306aTwitter\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u305f\u3081\u306e\u5f37\u56fa\u306a\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Twitter\u306e\u30dc\u30c3\u30c8\u5bfe\u7b56\u306f\u9032\u5316\u3057\u7d9a\u3051\u3066\u3044\u308b\u305f\u3081\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3001\u73fe\u5728\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u6319\u52d5\u306b\u57fa\u3065\u3044\u3066\u3053\u308c\u3089\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u7d99\u7d9a\u7684\u306b\u9069\u5fdc\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3092\u899a\u3048\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/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\">\u30c4\u30a4\u30c3\u30bf\u30fc\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u5408\u6cd5\u304b\uff1f<\/strong> <p class=\"schema-faq-answer\">Twitter\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u6cd5\u7684\u306b\u306f\u30b0\u30ec\u30fc\u30be\u30fc\u30f3\u306b\u3042\u308b\u3002\u30c4\u30a4\u30c3\u30bf\u30fc\u306e\u5229\u7528\u898f\u7d04\u306f\u81ea\u52d5\u7684\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u7981\u6b62\u3057\u3066\u3044\u308b\u304c\u3001\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u304c\u81ea\u52d5\u7684\u306b\u9055\u6cd5\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002<br\/><strong>\u6cd5\u7684\u30ea\u30b9\u30af\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u308b\uff1a<\/strong><br\/>1.\u30e6\u30fc\u30b6\u30fc\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u8457\u4f5c\u6a29\u4fb5\u5bb3<br\/>2.\u4e00\u90e8\u306e\u6cd5\u57df\u306b\u304a\u3051\u308bCFAA\u9055\u53cd<br\/>3.\u500b\u4eba\u30c7\u30fc\u30bf\u306eGDPR\u5bfe\u5fdc\u554f\u984c<br\/><strong>\u3088\u308a\u5b89\u5168\u306a\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>:\u53ef\u80fd\u306a\u9650\u308aTwitter\u306e\u516c\u5f0fAPI\u3092\u4f7f\u7528\u3057\u3001\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u6cd5\u5f8b\u9867\u554f\u306b\u76f8\u8ac7\u3057\u3001\u5408\u6cd5\u7684\u306a\u7814\u7a76\u76ee\u7684\u3067\u3042\u308c\u3070\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306b\u96c6\u4e2d\u3059\u308b\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213526020\"><strong class=\"schema-faq-question\">X\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u3001\u30b3\u30fc\u30c9\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/strong> <p class=\"schema-faq-answer\">\u3044\u3084\u3001\u3067\u3082\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u65b9\u304c\u826f\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3002<br\/><strong>\u30b3\u30fc\u30c9\u306a\u3057\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong>:\u30d6\u30e9\u30a6\u30b6\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3084\u30d3\u30b8\u30e5\u30a2\u30eb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30d3\u30eb\u30c0\u30fc\u306f\u3001\u57fa\u672c\u7684\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306b\u306f\u6709\u52b9\u3060\u304c\u3001\u30b9\u30d4\u30fc\u30c9\u3084\u67d4\u8edf\u6027\u306b\u306f\u9650\u754c\u304c\u3042\u308b\u3002<br\/><strong>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong>:Python\u3068Selenium\u3084\u7279\u5225\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u3088\u308a\u5927\u304d\u306a\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3001\u3088\u308a\u512a\u308c\u305f\u30dc\u30c3\u30c8\u5bfe\u7b56\u3001\u3088\u308a\u9ad8\u3044\u6210\u529f\u7387\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br\/><strong>\u30d9\u30b9\u30c8\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>:\u3042\u306a\u305f\u306e\u30cb\u30fc\u30ba\u3092\u30c6\u30b9\u30c8\u3059\u308b\u305f\u3081\u306e\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u304b\u3089\u59cb\u3081\u3001\u672c\u683c\u7684\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u305f\u3081\u306e\u57fa\u672c\u7684\u306aPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b66\u3073\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213553081\"><strong class=\"schema-faq-question\">\u7121\u6599\u306eTwitter API\u306e\u5236\u9650\u306f\uff1f<\/strong> <p class=\"schema-faq-answer\">Twitter\u306e\u7121\u6599API\u30c6\u30a3\u30a2\u306b\u306f\u53b3\u3057\u3044\u5236\u9650\u304c\u3042\u308b\uff1a<br\/><strong>1<\/strong>. <strong>\u6599\u91d1\u5236\u9650<\/strong>:\u6bce\u6708\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u30ce\u30eb\u30de\u304c\u975e\u5e38\u306b\u4f4e\u3044<br\/><strong>2<\/strong>. <strong>\u904e\u53bb\u306e\u30c7\u30fc\u30bf<\/strong>:\u6700\u8fd1\u306e\u30c4\u30a4\u30fc\u30c8\u306b\u9650\u5b9a\uff08\u901a\u5e38\u306f\u904e\u53bb1\u9031\u9593\uff09<br\/><strong>3<\/strong>. <strong>\u7279\u5fb4<\/strong>:\u9ad8\u5ea6\u306a\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3084\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u30fb\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u306a\u3044<br\/><strong>4<\/strong>. <strong>\u30a2\u30af\u30bb\u30b9<\/strong>:\u7533\u8acb\u627f\u8a8d\u304c\u5fc5\u8981<br\/>\u307b\u3068\u3093\u3069\u306e\u30ea\u30b5\u30fc\u30c1\u3084\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306f\u7121\u6599\u30c6\u30a3\u30a2\u306e\u5236\u9650\u3092\u8d85\u3048\u308b\u305f\u3081\u3001\u6709\u6599\u30d7\u30e9\u30f3\u304b\u5225\u306e\u65b9\u6cd5\u304c\u5fc5\u8981\u306b\u306a\u308b\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213580906\"><strong class=\"schema-faq-question\">\u53e4\u3044\u30c4\u30a4\u30fc\u30c8\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u306b\u306f\uff1f<\/strong> <p class=\"schema-faq-answer\">Twitter\u306e\u5c65\u6b74\u30c7\u30fc\u30bf\u306f\u3001\u901a\u5e38\u306e\u30d6\u30e9\u30a6\u30b8\u30f3\u30b0\u3067\u306f\u6700\u8fd1\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3057\u304b\u8868\u793a\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u5c02\u7528\u306e\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002<br\/><strong>\u6700\u9ad8\u306e\u30c4\u30fc\u30eb<\/strong>: <strong>\u30b9\u30cd\u30af\u30ec\u30fc\u30d7<\/strong> - \u6570\u5e74\u524d\u306e\u30c4\u30a4\u30fc\u30c8\u304b\u3089\u65e5\u4ed8\u7bc4\u56f2\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3059\u308bPython\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<br\/><strong>\u305d\u306e\u4ed6\u306e\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong>:<br\/>1.TwitterScraper\u30e9\u30a4\u30d6\u30e9\u30ea<br\/>2.\u5b66\u8853\u7814\u7a76API\uff08\u6a5f\u95a2\u30a2\u30af\u30bb\u30b9\u304c\u5fc5\u8981\uff09<br\/>3.\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30d2\u30b9\u30c8\u30ea\u30ab\u30eb\u30fb\u30c7\u30fc\u30bf\u30fb\u30b5\u30fc\u30d3\u30b9<br\/><strong>\u30c1\u30c3\u30d7<\/strong>:\u30d2\u30b9\u30c8\u30ea\u30ab\u30eb\u30fb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306f\u901f\u5ea6\u304c\u9045\u304f\u3001\u30d6\u30ed\u30c3\u30af\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u614e\u91cd\u306b\u30ec\u30fc\u30c8\u3092\u5236\u9650\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1756213600533\"><strong class=\"schema-faq-question\">\u502b\u7406\u7684\u306aTwitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u306f\uff1f<\/strong> <p class=\"schema-faq-answer\"><strong>\u5fc5\u9808\u7df4\u7fd2<\/strong>:<br\/><strong>1.<\/strong> <strong>\u30ec\u30fc\u30c8\u5236\u9650<\/strong>:\u30ea\u30af\u30a8\u30b9\u30c8\u9593\u9694\u306f\u6700\u77ed\u30671\uff5e2\u79d2<br\/><strong>2<\/strong>. <strong>robots.txt\u306e\u5c0a\u91cd<\/strong>:\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u5f93\u3046<br\/><strong>3<\/strong>. <strong>\u30c7\u30fc\u30bf\u306e\u6700\u5c0f\u5316<\/strong>:\u5fc5\u8981\u306a\u60c5\u5831\u306e\u307f\u3092\u53ce\u96c6\u3059\u308b<br\/><strong>4.<\/strong> <strong>\u9069\u5207\u306a\u9045\u5ef6<\/strong>:IP\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u30ec\u30b8\u30c7\u30f3\u30b7\u30e3\u30eb\u30fb\u30d7\u30ed\u30ad\u30b7<br\/><strong>5<\/strong>. <strong>\u30a8\u30e9\u30fc\u51e6\u7406<\/strong>:\u30d6\u30ed\u30c3\u30af\u307e\u305f\u306f\u30ec\u30fc\u30c8\u5236\u9650\u3055\u308c\u305f\u5834\u5408\u306f\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u505c\u6b62\u3059\u308b<br\/><strong>\u4e3b\u8981\u539f\u5247<\/strong>:Twitter\u306e\u30a4\u30f3\u30d5\u30e9\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u5c0a\u91cd\u3057\u3001\u8cac\u4efb\u3092\u6301\u3063\u3066\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p> <\/div> <\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Conclusion\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u30c4\u30a4\u30c3\u30bf\u30fc\u306f\u3001\u30a6\u30a7\u30d6\u5168\u4f53\u306e\u793e\u4f1a\u5b66\u7684\u60c5\u5831\u6e90\u3068\u3057\u3066\u4fa1\u5024\u304c\u3042\u308b\u3002Twitter\u304b\u3089\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3055\u308c\u305f\u60c5\u5831\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u58f2\u4e0a\u3092\u4f38\u3070\u3057\u305f\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3092\u6539\u5584\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306e\u8a08\u753b\u3092\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u30ea\u30b5\u30fc\u30c1\u306b\u5f79\u7acb\u3064\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306eTwitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u69d8\u3005\u306a\u5074\u9762\u3068\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u8a73\u3057\u304f\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u307e\u3068\u3081\u308b\u3068\u3001Twitter API v2\u306b\u8ab2\u305b\u3089\u308c\u305f\u65b0\u305f\u306a\u5236\u9650\u3068\u9ad8\u3044\u30b3\u30b9\u30c8\u306b\u3088\u308a\u3001\u6700\u9069\u306a\u30b9\u30af\u30ec\u30fc\u30d1\u30fc\u3092\u9078\u3076\u3053\u3068\u306f\u96e3\u3057\u3044\u3060\u308d\u3046\u3002\u3042\u306a\u305f\u306f\u3001Twitter API\u306e\u3088\u308a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3001\u307e\u305f\u306fTwitter API\u306b\u76f4\u63a5\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30a2\u30d7\u30ea\u3084Python\u30e9\u30a4\u30d6\u30e9\u30ea\uff08Tweepy\uff09\u306e\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u304d\u308b\u6570\u306f\u53b3\u3057\u304f\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3002\u4e00\u65b9\u3001\u4e00\u822c\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3088\u3046\u3068\u3059\u308b\u5834\u5408\u3001\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u3067\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u306e\u3067\u3042\u308c\u3070\u3001Snscrape Python\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u3088\u3046\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u7d20\u6674\u3089\u3057\u3044\u9078\u629e\u80a2\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\"><strong>Twitter\u30b9\u30af\u30ec\u30a4\u30d1\u30fc\u3092\u6b21\u306e\u30ec\u30d9\u30eb\u306b\u5f15\u304d\u4e0a\u3052\u308b\u6e96\u5099\u306f\u3067\u304d\u3066\u3044\u307e\u3059\u304b\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\/ja\/proxy\/?blog=mastering-twitter-scraping\" style=\"background-color:#22c55e\"><strong>IPv6\u30d7\u30ed\u30ad\u30b7\u3092\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\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\">\u3055\u3042\u3001\u697d\u3057\u3082\u3046\u3058\u3083\u306a\u3044\u304b\uff01<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u3042\u306a\u305f\u306f\u30b9\u30af\u30e9\u30c3\u30d7\u306e\u795e\u69d8\u3067\u3059\u304b\u3001\u305d\u308c\u3068\u3082\u5168\u304f\u306e\u7d20\u4eba\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><em>\u4ee5\u4e0b\u306e\u697d\u3057\u3044\u30af\u30a4\u30ba\u306b\u6311\u6226\u3057\u3066\u3001\u3042\u306a\u305f\u306e\u30b9\u30af\u30e9\u30c3\u30d7\u30fb\u30d1\u30fc\u30bd\u30ca\u30ea\u30c6\u30a3\u3092\u77e5\u308d\u3046\u3002<\/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>\u5305\u62ec\u7684\u306a\u30ac\u30a4\u30c9\u3067Twitter\u30c7\u30fc\u30bf\u306e\u30d1\u30ef\u30fc\u3092\u5f15\u304d\u51fa\u3057\u307e\u3057\u3087\u3046\u3002Twitter\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3068\u306f\u4f55\u304b\u3001\u5229\u7528\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3001\u4fa1\u5024\u3042\u308b\u6d1e\u5bdf\u306e\u305f\u3081\u306e\u502b\u7406\u7684\u7559\u610f\u70b9\u306a\u3069\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\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 scraping tools. See real use cases and stay safe legally.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.rapidseedbox.com\/ja\/blog\/mastering-twitter-scraping\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Scrape Twitter (X) Data in 2026 [Python + Tools]\" \/>\n<meta property=\"og:description\" content=\"Learn how to scrape Twitter (X) data in 2026 using snscrape, Python libraries, and scraping tools. See real use cases and stay safe legally.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.rapidseedbox.com\/ja\/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=\"2026-07-20T07:37:07+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=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Farhad Pashaei\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\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":"ja"},"inLanguage":"ja"},{"@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":"ja"},"inLanguage":"ja"},{"@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":"ja"},"inLanguage":"ja"},{"@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":"ja"},"inLanguage":"ja"},{"@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":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/posts\/19249"}],"collection":[{"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/users\/161"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/comments?post=19249"}],"version-history":[{"count":10,"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/posts\/19249\/revisions"}],"predecessor-version":[{"id":47704,"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/posts\/19249\/revisions\/47704"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/media\/25710"}],"wp:attachment":[{"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/media?parent=19249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/categories?post=19249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rapidseedbox.com\/ja\/wp-json\/wp\/v2\/tags?post=19249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}