{"id":23758,"date":"2024-09-13T10:36:01","date_gmt":"2024-09-13T03:36:01","guid":{"rendered":"https:\/\/digi-texx.com\/case-studies\/thu-thap-du-lieu-cao-pho-lich-su-truc-tuyen-voi-giai-phap-web-scraping\/"},"modified":"2024-11-12T11:00:48","modified_gmt":"2024-11-12T04:00:48","slug":"thu-thap-du-lieu-cao-pho-lich-su-truc-tuyen-voi-giai-phap-web-scraping","status":"publish","type":"case-studies","link":"https:\/\/digi-texx.com\/vi\/case-studies\/thu-thap-du-lieu-cao-pho-lich-su-truc-tuyen-voi-giai-phap-web-scraping\/","title":{"rendered":"Thu Th\u1eadp D\u1eef Li\u1ec7u C\u00e1o Ph\u00f3 L\u1ecbch S\u1eed Tr\u1ef1c Tuy\u1ebfn V\u1edbi Gi\u1ea3i Ph\u00e1p Web Scraping"},"content":{"rendered":"<div class=\"gb-container gb-container-049d4be1\"><div class=\"gb-inside-container\">\n\n<h2 class=\"gb-headline gb-headline-9ac0d6d3 gb-headline-text\"><span class=\"ez-toc-section\" id=\"THACH_THUC_TU_DOANH_NGHIEP\"><\/span>TH\u00c1CH TH\u1ee8C T\u1eea DOANH NGHI\u1ec6P<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"gb-headline gb-headline-2e78daf4 gb-headline-text\"><span class=\"ez-toc-section\" id=\"Khach_Hang_Cua_Chung_Toi\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>Kh\u00e1ch H\u00e0ng C\u1ee7a Ch\u00fang T\u00f4i<\/strong><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Kh\u00e1ch h\u00e0ng c\u1ee7a DIGI-TEXX l\u00e0 nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ph\u1ea3 h\u1ec7 v\u00e0 l\u1ecbch s\u1eed gia \u0111\u00ecnh h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi, c\u00f3 v\u0103n ph\u00f2ng ch\u00ednh \u0111\u1eb7t t\u1ea1i Hoa K\u1ef3. L\u00e0 m\u1ed9t ph\u1ea7n trong 20 n\u0103m n\u1ed7 l\u1ef1c thu th\u1eadp, l\u1eadp ch\u1ec9 m\u1ee5c v\u00e0 s\u1ed1 h\u00f3a c\u1ee7a c\u00f4ng ty, hi\u1ec7n t\u1ea1i h\u1ecd \u0111ang qu\u1ea3n l\u00fd g\u1ea7n 7 t\u1ef7 h\u1ed3 s\u01a1. Nh\u1eefng h\u1ed3 s\u01a1 n\u00e0y bao g\u1ed3m nh\u1eadp c\u01b0, ngh\u0129a v\u1ee5 qu\u00e2n s\u1ef1, h\u00f4n nh\u00e2n v\u00e0 nhi\u1ec1u h\u01a1n n\u1eefa.  <\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-fe55f590 gb-headline-text\"><span class=\"ez-toc-section\" id=\"Thach_Thuc\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>Th\u00e1ch Th\u1ee9c:<\/strong><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong><em><strong><em><span style=\"color: var(--accent);\" class=\"stk-highlight\">Theo d\u00f5i c\u00e1c h\u1ed3 s\u01a1 l\u1ecbch s\u1eed<\/span><\/em><\/strong><\/em><\/strong><\/p>\n\n\n\n<p>Khi n\u00f3i \u0111\u1ebfn nghi\u00ean c\u1ee9u ph\u1ea3 h\u1ec7, c\u00e1o ph\u00f3 l\u00e0 kho t\u00e0ng d\u1eef li\u1ec7u quan tr\u1ecdng. Ngo\u00e0i c\u00e1c chi ti\u1ebft ti\u1ec3u s\u1eed c\u01a1 b\u1ea3n nh\u01b0 t\u00ean, ng\u00e0y sinh v\u00e0 ng\u00e0y m\u1ea5t, ch\u00fang cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft v\u1ec1 v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd, t\u00ean ng\u01b0\u1eddi th\u00e2n v\u00e0 c\u00e1c d\u1eef li\u1ec7u quan tr\u1ecdng kh\u00e1c c\u00f3 th\u1ec3 kh\u00f3 t\u00ecm th\u1ea5y trong c\u00e1c ngu\u1ed3n l\u1ecbch s\u1eed kh\u00e1c. <\/p>\n\n\n<style>.kb-image23436_597401-cd .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image23436_597401-cd\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"416\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/01.-Web-Scraping.jpg\" alt=\"Ti\u1ebft l\u1ed9 d\u1eef li\u1ec7u c\u00e1o ph\u00f3 l\u1ecbch s\u1eed v\u1edbi gi\u1ea3i ph\u00e1p Web Scraping\" class=\"kb-img wp-image-23441\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/01.-Web-Scraping.jpg 740w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/01.-Web-Scraping-300x169.jpg 300w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure><\/div>\n\n\n\n<p>Tuy nhi\u00ean, vi\u1ec7c thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00e1o ph\u00f3 v\u1eabn l\u00e0 m\u1ed9t nhi\u1ec7m v\u1ee5 \u0111\u1ea7y th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi kh\u00e1ch h\u00e0ng c\u1ee7a ch\u00fang t\u00f4i v\u00ec m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">X\u1eed l\u00fd c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u \u0111a d\u1ea1ng v\u00e0 kh\u1ed5ng l\u1ed3:<\/span> <\/strong> M\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u c\u00e1o ph\u00f3 l\u1ecbch s\u1eed n\u1eb1m r\u1ea3i r\u00e1c tr\u00ean h\u00e0ng tri\u1ec7u ngu\u1ed3n t\u00e0i nguy\u00ean k\u1ef9 thu\u1eadt s\u1ed1 t\u1eeb c\u00e1c t\u1edd b\u00e1o c\u00f4ng c\u1ed9ng, th\u01b0 vi\u1ec7n, ch\u00ednh ph\u1ee7, nh\u00e0 th\u1edd, tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc v\u00e0 trang web nh\u00e0 tang l\u1ec5,&#8230;<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Hi\u1ec7u qu\u1ea3 th\u1ee7 c\u00f4ng k\u00e9m:<\/span> <\/strong>Vi\u1ec7c tr\u00edch xu\u1ea5t v\u00e0 l\u1eadp ch\u1ec9 m\u1ee5c th\u1ee7 c\u00f4ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng, ki\u1ec3u d\u1eef li\u1ec7u v\u00e0 c\u1ea5u tr\u00fac web ph\u1ee9c t\u1ea1p kh\u00e1c nhau r\u1ea5t t\u1ed1n th\u1eddi gian v\u00e0 chi ph\u00ed.<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Tr\u00f9ng l\u1eb7p d\u1eef li\u1ec7u:<\/span><\/strong> M\u1ed9t th\u00f4ng tin c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau, do \u0111\u00f3, vi\u1ec7c l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u n\u00e0y c\u1ea7n c\u00f3 th\u1eddi gian v\u00e0 nh\u00e2n l\u1ef1c.<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">\u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u:<\/span> <\/strong>\u0110\u1ea3m b\u1ea3o t\u00ednh ch\u00ednh x\u00e1c, \u0111\u1ea7y \u0111\u1ee7 v\u00e0 nh\u1ea5t qu\u00e1n c\u1ee7a d\u1eef li\u1ec7u c\u00f3 th\u1ec3 tr\u1edf n\u00ean kh\u00f3 kh\u0103n do l\u1ed7i, d\u1eef li\u1ec7u kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac v\u00e0 th\u00f4ng tin b\u1ecb thi\u1ebfu<\/li>\n<\/ul>\n\n\n\n<h3 class=\"gb-headline gb-headline-25fbbbd3 gb-headline-text\"><span class=\"ez-toc-section\" id=\"Pham_vi_du_an\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Ph\u1ea1m vi d\u1ef1 \u00e1n<\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>D\u1ef1 \u00e1n nh\u1eb1m m\u1ee5c \u0111\u00edch ph\u00e1t tri\u1ec3n m\u1ed9t gi\u1ea3i ph\u00e1p m\u1ea1nh m\u1ebd h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng t\u1ef1 \u0111\u1ed9ng thu th\u1eadp d\u1eef li\u1ec7u c\u00e1o ph\u00f3 l\u1ecbch s\u1eed tr\u00ean c\u00e1c ngu\u1ed3n k\u1ef9 thu\u1eadt s\u1ed1. Sau \u0111\u00f3, d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c s\u1ebd \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng th\u00f4ng tin. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kh\u1ed1i l\u01b0\u1ee3ng: 450.000 b\u1ea3n ghi tr\u00ean m\u1ed7i URL v\u1edbi 60 URL\/th\u00e1ng<\/li>\n\n\n\n<li>C\u00e1c tr\u01b0\u1eddng \u0111\u01b0\u1ee3c tr\u00edch xu\u1ea5t trong m\u1ed7i b\u1ea3n ghi bao g\u1ed3m t\u00ean ng\u01b0\u1eddi, h\u00ecnh \u1ea3nh gi\u1edbi t\u00ednh, n\u01a1i sinh, tu\u1ed5i, n\u01a1i c\u01b0 tr\u00fa, ng\u00e0y m\u1ea5t, \u0111\u1ecba \u0111i\u1ec3m, nguy\u00ean nh\u00e2n t\u1eed vong,..<\/li>\n<\/ul>\n\n<\/div><\/div><div class=\"gb-container gb-container-540b5898\"><div class=\"gb-inside-container\">\n\n<h2 class=\"gb-headline gb-headline-c2b72c8c gb-headline-text\"><span class=\"ez-toc-section\" id=\"GIAI_PHAP\"><\/span><strong><strong>GI\u1ea2I PH\u00c1P<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"gb-headline gb-headline-91203dbc gb-headline-text\"><span class=\"ez-toc-section\" id=\"Giai_Phap_Thu_Thap_Du_Lieu_Lich_Su_Tren_Web\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\"><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>Gi\u1ea3i Ph\u00e1p Thu Th\u1eadp D\u1eef Li\u1ec7u L\u1ecbch S\u1eed Tr\u00ean Web<\/strong><\/span><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0110\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y, DIGI-TEXX \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t gi\u1ea3i ph\u00e1p tr\u00edch xu\u1ea5t web \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00e1o ph\u00f3 l\u1ecbch s\u1eed tr\u00ean m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng l\u1edbn c\u00e1c kho l\u01b0u tr\u1eef b\u00e1o c\u00f4ng c\u1ed9ng k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 c\u00e1c trang web ngu\u1ed3n m\u1edf. \u0110i\u1ec1u n\u00e0y s\u1ebd c\u1ea3i thi\u1ec7n c\u01a1 s\u1edf d\u1eef li\u1ec7u, cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng quy\u1ec1n truy c\u1eadp v\u00e0o h\u00e0ng tri\u1ec7u h\u1ed3 s\u01a1 m\u1edbi.  <\/p>\n\n\n<style>.kb-image23436_8253b8-20 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image23436_8253b8-20\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/Web-Scraping-Chart-1024x576.jpg\" alt=\"Thu Th\u1eadp D\u1eef Li\u1ec7u C\u00e1o Ph\u00f3 L\u1ecbch S\u1eed Tr\u1ef1c Tuy\u1ebfn V\u1edbi Gi\u1ea3i Ph\u00e1p Web Scraping\" class=\"kb-img wp-image-23468\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/Web-Scraping-Chart-1024x576.jpg 1024w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/Web-Scraping-Chart-300x169.jpg 300w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/Web-Scraping-Chart-768x432.jpg 768w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/Web-Scraping-Chart-1536x864.jpg 1536w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/Web-Scraping-Chart-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n\n<ol class=\"wp-block-list\">\n<li class=\"has-children\"><span class=\"list-item-text\"><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Ph\u00e1t tri\u1ec3n Scraper<\/span>: <\/strong> \u0110\u1ed9i ng\u0169 c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 t\u00edch h\u1ee3p c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t c\u00f4ng c\u1ee5 thu th\u1eadp d\u1eef li\u1ec7u web m\u1ea1nh m\u1ebd c\u00f3 c\u00e1c kh\u1ea3 n\u0103ng sau:\n<\/span><ul class=\"wp-block-list\">\n<li>Truy c\u1eadp kho l\u01b0u tr\u1eef b\u00e1o ch\u00ed c\u00f4ng c\u1ed9ng v\u00e0 c\u00e1c trang web tr\u1ef1c tuy\u1ebfn bao g\u1ed3m tr\u01b0\u1eddng h\u1ecdc, b\u1ec7nh vi\u1ec7n, nh\u00e0 th\u1edd, v.v.<\/li>\n\n\n\n<li>\u0110i\u1ec1u h\u01b0\u1edbng qua m\u1ed9t lo\u1ea1t c\u00e1c s\u01a1 \u0111\u1ed3 trang web, ph\u1ea7n v\u00e0 k\u1ebft qu\u1ea3 t\u00ecm ki\u1ebfm<\/li>\n\n\n\n<li>Thu th\u1eadp c\u00e1c tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft t\u1eeb m\u1ed9t trang web m\u1ee5c ti\u00eau, bao g\u1ed3m t\u00ean, n\u01a1i sinh, tu\u1ed5i, ng\u00e0y m\u1ea5t, n\u01a1i c\u01b0 tr\u00fa, nguy\u00ean nh\u00e2n t\u1eed vong,&#8230;v\u00e0 h\u00ecnh \u1ea3nh c\u1ee7a ng\u01b0\u1eddi \u0111\u00f3.<\/li>\n\n\n\n<li>Vi\u1ec7c h\u1ee3p nh\u1ea5t d\u1eef li\u1ec7u \u0111\u00e3 thu th\u1eadp v\u00e0o m\u1ed9t kho l\u01b0u tr\u1eef trung t\u00e2m \u0111\u1ea3m b\u1ea3o m\u1ed7i c\u00e1 nh\u00e2n c\u00f3 m\u1ed9t h\u1ed3 s\u01a1.<\/li>\n\n\n\n<li>X\u1eed l\u00fd nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng v\u00e0 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u kh\u00e1c nhau (PDF, HTML, h\u00ecnh \u1ea3nh)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">X\u00e1c th\u1ef1c d\u1eef li\u1ec7u:<\/span> <\/strong>D\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c s\u1ebd \u0111\u01b0\u1ee3c l\u00e0m s\u1ea1ch, chu\u1ea9n h\u00f3a v\u00e0 \u0111\u1ecbnh d\u1ea1ng \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi c\u1ea5u tr\u00fac c\u01a1 s\u1edf d\u1eef li\u1ec7u c\u1ee7a Kh\u00e1ch h\u00e0ng.<\/li>\n<\/ol>\n\n<\/div><\/div><div class=\"gb-container gb-container-3c64cdaf\"><div class=\"gb-inside-container\">\n<div class=\"gb-grid-wrapper gb-grid-wrapper-84dc8722\">\n<div class=\"gb-grid-column gb-grid-column-31652cd0\"><div class=\"gb-container gb-container-31652cd0\"><div class=\"gb-inside-container\">\n\n<h2 class=\"gb-headline gb-headline-6c0964bb gb-headline-text\"><span class=\"ez-toc-section\" id=\"KET_QUA_DAT_DUOC\"><\/span>K\u1ebeT QU\u1ea2 \u0110\u1ea0T \u0110\u01af\u1ee2C<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-children\"><span class=\"list-item-text\"><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Th\u1eddi gian x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a:<\/span><\/strong>\n<\/span><ul class=\"wp-block-list\">\n<li><span style=\"color: var(--accent);\" class=\"stk-highlight\">20-30 ph\u00fat<\/span> cho URL s\u1eed d\u1ee5ng v\u0103n b\u1ea3n <\/li>\n\n\n\n<li><span style=\"color: var(--accent);\" class=\"stk-highlight\">2-3 ng\u00e0y<\/span> cho URL ph\u1ee9c t\u1ea1p h\u01a1n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">L\u00e0m gi\u00e0u C\u01a1 s\u1edf d\u1eef li\u1ec7u:<\/span><\/strong> Cung c\u1ea5p h\u01a1n <span style=\"color: var(--accent);\" class=\"stk-highlight\">450,000 h\u1ed3 s\u01a1 tr\u00ean URL<\/span>, m\u1edf r\u1ed9ng \u0111\u00e1ng k\u1ec3 c\u01a1 s\u1edf d\u1eef li\u1ec7u c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng quy\u1ec1n truy c\u1eadp v\u00e0o h\u00e0ng tri\u1ec7u b\u1ea3n ghi l\u1ecbch s\u1eed.<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">N\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a d\u1eef li\u1ec7u<\/span><\/strong>: \u0110\u1ea1t t\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c l\u00e0 <span style=\"color: var(--accent);\" class=\"stk-highlight\">95%<\/span>, \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u c\u00e1o ph\u00f3 \u0111\u00e1ng tin c\u1eady v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>\u1ee8ng d\u1ee5ng AI v\u00e0 H\u1ecdc m\u00e1y m\u1ea1nh m\u1ebd<\/strong><\/span>: T\u1ea1o c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y nh\u1eb1m c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u su\u1ea5t<\/li>\n<\/ul>\n\n<\/div><\/div><\/div>\n\n<div class=\"gb-grid-column gb-grid-column-0123e88f\"><div class=\"gb-container gb-container-0123e88f\"><div class=\"gb-inside-container\">\n\n<figure class=\"gb-block-image gb-block-image-d804f78c\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"416\" class=\"gb-image gb-image-d804f78c\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/02.-Web-Scraping.jpg\" alt=\"Ti\u1ebft l\u1ed9 d\u1eef li\u1ec7u c\u00e1o ph\u00f3 l\u1ecbch s\u1eed v\u1edbi gi\u1ea3i ph\u00e1p Web Scraping\" title=\"02. Web Scraping\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/02.-Web-Scraping.jpg 740w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/09\/02.-Web-Scraping-300x169.jpg 300w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n<\/div><\/div><\/div>\n<\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Gi\u1ea3i ph\u00e1p thu th\u1eadp d\u1eef li\u1ec7u web \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00e1o ph\u00f3 l\u1ecbch s\u1eed tr\u00ean c\u00e1c kho l\u01b0u tr\u1eef b\u00e1o k\u1ef9 thu\u1eadt s\u1ed1 c\u00f4ng c\u1ed9ng v\u00e0 c\u00e1c trang web ngu\u1ed3n m\u1edf. <\/p>\n","protected":false},"featured_media":23483,"template":"","industries":[64],"class_list":["post-23758","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","industries-so-hoa-va-luu-tru-tai-lieu-lich-su"],"acf":[],"_links":{"self":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/case-studies\/23758","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/case-studies"}],"about":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/types\/case-studies"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/media\/23483"}],"wp:attachment":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/media?parent=23758"}],"wp:term":[{"taxonomy":"industries","embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/industries?post=23758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}