{"id":40661,"date":"2023-08-28T10:24:05","date_gmt":"2023-08-28T02:24:05","guid":{"rendered":"https:\/\/www.awoo.ai\/?p=40661"},"modified":"2025-09-23T23:45:24","modified_gmt":"2025-09-23T15:45:24","slug":"data-analytic","status":"publish","type":"post","link":"https:\/\/www.awoo.ai\/zh-hant\/blog\/data-analytic\/","title":{"rendered":"\u6578\u64da\u5206\u6790\u5168\u653b\u7565\uff01\u5f9e\u57fa\u672c\u6307\u6a19\u5230\u6210\u529f\u6848\u4f8b\uff0c\u5168\u9762\u638c\u63e1\u5546\u54c1\u6578\u64da"},"content":{"rendered":"\n<p>\u8eab\u70ba\u884c\u92b7\u4eba\uff0c\u4f60\u4e00\u5b9a\u807d\u904e Data Driven \u6578\u64da\u9a45\u52d5\uff0c\u8cc7\u6df1\u4e00\u9ede\u7684\u4eba\u53ef\u80fd\u9084\u77e5\u9053 Data Mining \u8cc7\u6599\u63a2\u52d8\uff0c\u800c BI\uff08Business Intelligent\uff09\u5546\u696d\u667a\u6167\u9019\u500b\u6b77\u4e45\u5f4c\u65b0\u7684\u8a5e\u5f59\uff0c\u66f4\u662f\u70ba\u4eba\u6240\u719f\u77e5\uff0c\u4f46\u9019\u4e9b\u904b\u7528\u6578\u64da\u4f86\u627e\u51fa\u6d1e\u5bdf\u3001\u767c\u73fe\u5546\u6a5f\u3001\u770b\u898b\u884c\u70ba\u6a21\u5f0f\u7684\u65b9\u6cd5\uff0c\u90fd\u8207\u300c\u6578\u64da\u5206\u6790\u300d\u812b\u96e2\u4e0d\u4e86\u95dc\u4fc2\u3002<br>\u5728\u6578\u4f4d\u5316\u6d6a\u6f6e\u5e2d\u6372\u7684\u7576\u4e0b\uff0c\u6578\u64da\u5206\u6790\u5df2\u6210\u70ba\u4f01\u696d\u6c7a\u7b56\u548c\u696d\u52d9\u512a\u5316\u7684\u6838\u5fc3\u8981\u7d20\u3002\u7121\u8ad6\u662f\u96fb\u5546\u3001\u96f6\u552e\u3001\u9084\u662f B2B \u4f01\u696d\uff0c\u6578\u64da\u5206\u6790\u90fd\u80fd\u5e6b\u52a9\u54c1\u724c\u6df1\u5165\u4e86\u89e3\u9867\u5ba2\u884c\u70ba\u3001\u9810\u6e2c\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u63d0\u5347\u71df\u904b\u7e3e\u6548\u3002\u672c\u6587\u5c07\u5e36\u4f60\u8a8d\u8b58\u6578\u64da\u5206\u6790\u7684\u91cd\u8981\u6027\u3001\u5206\u6790\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5982\u4f55\u900f\u904e\u5408\u9069\u7684\u5de5\u5177\u4f86\u5be6\u73fe\u6210\u529f\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" 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href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/data-analytic\/#%E7%9B%B8%E9%97%9C%E5%95%8F%E9%A1%8C\" >\u76f8\u95dc\u554f\u984c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.awoo.ai\/zh-hant\/blog\/data-analytic\/#Contact_Us\" >Contact Us<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BB%80%E9%BA%BC%E6%98%AF%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%EF%BC%9F%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%E7%82%BA%E4%BB%80%E9%BA%BC%E9%87%8D%E8%A6%81%EF%BC%9F\"><\/span><b>\u4ec0\u9ebc\u662f\u6578\u64da\u5206\u6790\uff1f\u6578\u64da\u5206\u6790\u70ba\u4ec0\u9ebc\u91cd\u8981\uff1f<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u7c21\u55ae\u4f86\u8aaa\uff0c\u6578\u64da\u5206\u6790\u5c31\u662f\u5c07 Raw Data \u539f\u59cb\u8cc7\u6599\uff0c\u7d93\u904e\u65b9\u6cd5\u3001\u516c\u5f0f\u3001\u6a21\u578b\u3001\u5de5\u5177\uff0c\u5305\u542b\u5982\u719f\u77e5\u7684\u6578\u5b78\u3001\u7d71\u8a08\u3001\u6f14\u7b97\u6cd5\uff0c\u6216\u662f\u4ee5 BI\u3001CRM\u3001CDP \u7b49\u8cc7\u8a0a\u8edf\u9ad4\u7cfb\u7d71\uff0c\u4f86\u767c\u73fe\u5176\u4e2d\u5171\u540c\u6216\u7279\u5b9a\u7684\u898f\u5247\u73fe\u8c61\uff0c\u4e00\u65b9\u9762\u767c\u73fe\u554f\u984c\u3001\u4e00\u65b9\u9762\u89e3\u6c7a\u554f\u984c\uff0c\u66f4\u80fd\u5920\u5354\u52a9\u4f01\u696d\u8b58\u5225\u5e02\u5834\u8da8\u52e2\u3001\u9867\u5ba2\u504f\u597d\uff0c\u4e26\u512a\u5316\u5404\u7a2e\u5546\u696d\u6c7a\u7b56\uff0c\u8b93\u54c1\u724c\u5728\u6fc0\u70c8\u7684\u7af6\u722d\u4e2d\u5360\u5f97\u5148\u6a5f\u3002<br>\u5982\u5546\u696d\u667a\u6167\u7684\u7d93\u5178\u6848\u4f8b\u300c\u5c3f\u5e03\u8207\u5564\u9152\u300d\u5373\u662f\u5f9e\u5be6\u9ad4\u92b7\u552e\u6578\u64da\u5f97\u77e5\u92b7\u552e\u539f\u56e0\uff0c\u662f\u7238\u7238\u5011\u70ba\u907f\u514d\u5468\u672b\u770b\u8db3\u7403\u8cfd\u88ab\u592a\u592a\u53eb\u53bb\u8cb7\u5c3f\u5e03\uff0c\u8cb7\u5564\u9152\u6642\u5c31\u9806\u624b\u5e36\u4e0a\u4e00\u7d44\u5c3f\u5e03\u3002\u800c\u7dda\u4e0a\u96fb\u5546\u696d\u4e3b\u82e5\u60f3\u9032\u884c\u6578\u64da\u5206\u6790\uff0c\u5247\u53ef\u53c3\u8003\u4ee5\u4e0b\u6307\u6a19\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%9B%BB%E5%95%86%E7%87%9F%E9%81%8B%E5%B8%B8%E8%A6%8B%E7%9A%84_5_%E5%A4%A7%E6%95%B8%E6%93%9A%E6%8C%87%E6%A8%99\"><\/span><strong>\u96fb\u5546\u71df\u904b\u5e38\u898b\u7684 5 \u5927\u6578\u64da\u6307\u6a19<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9032\u7ad9\u6d41\u91cf\uff1a<\/strong>\u53ef\u89c0\u5bdf\u5230\u7db2\u7ad9\u6574\u9ad4\u3001\u7279\u5b9a\u6d3b\u52d5\u9801\u9762\u6216\u5546\u54c1\u9801\u9762\u53d7\u6b61\u8fce\u7a0b\u5ea6\uff0c\u4ea6\u53ef\u85c9\u7531\u4f86\u6e90\u5206\u6790\u4e86\u89e3\u4e0d\u540c\u5ba3\u50b3\u6e20\u9053\u7684\u6548\u7528\u3002<\/li>\n\n\n\n<li><strong>\u8f49\u63db\u7387\uff1a<\/strong>\u6d88\u8cbb\u8005\u9032\u7ad9\u5f8c\u5f9e\u700f\u89bd\u3001\u9ede\u64ca\u52a0\u5165\u8cfc\u7269\u8eca\uff0c\u5230\u6700\u5f8c\u5b8c\u6210\u8cfc\u8cb7\u9593\u7684\u95dc\u9375\u4e8b\u4ef6\uff0c\u90fd\u53ef\u4ee5\u88ab\u5b9a\u7fa9\u70ba\u8f49\u63db\u884c\u70ba\uff0c\u800c\u6700\u5e38\u898b\u7684\u5c31\u662f\u8cfc\u7269\u8eca\u8207\u7d50\u5e33\uff0c\u54c1\u724c\u53ef\u4ee5\u900f\u904e\u89c0\u5bdf\u6bcf\u500b\u968e\u6bb5\u7684\u8f49\u63db\u7387\u4f86\u512a\u5316\u9867\u5ba2\u65c5\u7a0b\uff0c\u9032\u800c\u63d0\u5347\u71df\u6536\u3002<\/li>\n\n\n\n<li><strong>\u5ba2\u55ae\u50f9\uff1a<\/strong>\u63d0\u9ad8\u9867\u5ba2\u6bcf\u6b21\u8cfc\u8cb7\u7684\u5e73\u5747\u91d1\u984d\uff0c\u6709\u52a9\u65bc\u63d0\u5347\u6574\u9ad4\u71df\u6536\uff0c\u53ef\u76e3\u6e2c\u7db2\u7ad9\u4e0d\u540c\u7248\u4f4d\u63a8\u85a6\u5546\u54c1\u7684\u6548\u7528\uff0c\u5728\u4e0d\u4f7f\u7528\u6236\u7169\u8e81\u7684\u524d\u63d0\u4e0b\u7d66\u4e88\u7cbe\u6e96\u7684\u5546\u54c1\u63a8\u85a6\u3002<\/li>\n\n\n\n<li><strong>\u9867\u5ba2\u8a55\u50f9\uff1a<\/strong>\u5f9e\u8a55\u50f9\u5206\u6578\u3001\u5ba2\u8a34\u7387\u3001\u9000\u8ca8\u7387\u4e86\u89e3\u5546\u54c1\u6216\u54c1\u724c\u6574\u9ad4\u670d\u52d9\u4e0a\u9700\u8981\u512a\u5316\u4e4b\u8655\u3002<\/li>\n\n\n\n<li><strong>\u56de\u8cfc\u7387\uff1a<\/strong>\u89c0\u5bdf\u6703\u54e1\u7684\u6d88\u8cbb\u7bc0\u594f\uff0c\u628a\u63e1\u6642\u6a5f\u63a8\u9001\u76f8\u95dc\u7522\u54c1\u512a\u60e0\u6216\u56de\u8cfc\u88dc\u8cbc\uff0c\u518d\u9032\u4e00\u6b65\u627e\u51fa\u53c3\u8207\u5ea6\u6700\u2fbc\u3001\u4ed8\u8cbb\u6700\u2fbc\u4e14\u8cfc\u8cb7\u983b\u7387\u66f4\u2fbc\u7684\u5ba2\u2f3e\uff0c\u8a02\u5b9a\u6703\u54e1\u5206\u7fa4\u7d93\u71df\u7b56\u7565\u3002<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/media.awoo.ai\/live\/wp-content\/uploads\/%E5%BE%9E%E6%B6%88%E8%B2%BB%E9%A0%BB%E7%8E%87%E3%80%81%E6%B6%88%E8%B2%BB%E9%87%91%E9%A1%8D%E7%AD%89%E6%95%B8%E6%93%9A%E9%80%B2%E8%A1%8C%E6%9C%83%E5%93%A1%E5%88%86%E7%B4%9A%EF%BC%8C%E5%88%B6%E5%AE%9A%E5%B0%8D%E6%87%89%E7%9A%84%E6%9C%83%E5%93%A1%E7%B6%93%E7%87%9F%E7%AD%96%E7%95%A5%E6%8F%90%E5%8D%87%E9%A1%A7%E5%AE%A2-LTV-1000x563.png\" alt=\"\u5f9e\u6d88\u8cbb\u983b\u7387\u3001\u6d88\u8cbb\u91d1\u984d\u7b49\u6578\u64da\u9032\u884c\u6703\u54e1\u5206\u7d1a\uff0c\u5236\u5b9a\u5c0d\u61c9\u7684\u6703\u54e1\u7d93\u71df\u7b56\u7565\u63d0\u5347\u9867\u5ba2 LTV\" class=\"wp-image-43203\"\/><figcaption class=\"wp-element-caption\">\uff08\u5f9e\u6d88\u8cbb\u983b\u7387\u3001\u6d88\u8cbb\u91d1\u984d\u7b49\u6578\u64da\u9032\u884c\u6703\u54e1\u5206\u7d1a\uff0c\u5236\u5b9a\u5c0d\u61c9\u7684\u6703\u54e1\u7d93\u71df\u7b56\u7565\u63d0\u5347\u9867\u5ba2 LTV\uff09<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%E5%A6%82%E4%BD%95%E5%81%9A%EF%BC%9F4_%E6%B5%81%E7%A8%8B_x_4_%E7%A8%AE%E5%88%86%E6%9E%90%E6%96%B9%E5%BC%8F%E5%B8%B6%E4%BD%A0%E7%9C%8B\"><\/span><b>\u6578\u64da\u5206\u6790\u5982\u4f55\u505a\uff1f4 \u6d41\u7a0b x 4 \u7a2e\u5206\u6790\u65b9\u5f0f\u5e36\u4f60\u770b<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u7136\u800c\uff0c\u6578\u64da\u5206\u6790\u4e0d\u662f\u7a7a\u6709\u8cc7\u6599\u5c31\u5982\u610f\uff0c\u9019\u4e5f\u662f\u8a31\u591a\u4f01\u696d\u5207\u5165\u6578\u64da\u9818\u57df\u7684\u6700\u5927\u6311\u6230\u2500\u2500\u7f3a\u4e4f\u6709\u76ee\u7684\u6027\u7684\u8cc7\u6599\u63a1\u96c6\u8207\u61c9\u7528\u3002\u56e0\u800c\uff0c\u9032\u884c\u6578\u64da\u5206\u6790\u53ef\u4ee5\u5f9e GAPE\uff08Goal \u76ee\u6a19\u5b9a\u7fa9, Assembling \u63a1\u96c6\u6574\u7406, Problem \u6316\u6398\u554f\u984c, Exposition \u5c55\u793a\u8aaa\u660e\uff09\u56db\u500b\u6d41\u7a0b\u9032\u884c\uff0c\u78ba\u4fdd\u8cc7\u6599\u662f\u610f\u7fa9\u7684\u63a1\u96c6\u8207\u904b\u7528\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%E5%9B%9B%E6%AD%A5%E9%A9%9F\"><\/span><strong>\u6578\u64da\u5206\u6790\u56db\u6b65\u9a5f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><b>STEP1. \u76ee\u6a19\u5b9a\u7fa9\uff08Goal Define\uff09<\/b><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">\u5206\u6790\u6578\u64da\u6642<\/span><span style=\"font-weight: 400;\">\u9818\u57df\u77e5\u8b58\u5c08\u5bb6\u8207\u6578\u64da\u5c08\u5bb6\u5fc5\u9808\u540c\u6642\u5b58\u5728\uff0c\u751a\u81f3\u6700\u597d\u90fd\u6709\u5f7c\u6b64\u7684\u5c08\u696d\u8a8d\u77e5\uff0c\u5982\u61c9\u7528\u5728\u884c\u92b7\u4e0a\uff0c\u5c31\u9700\u8981\u884c\u92b7\u4eba\u54e1\u4f86\u5354\u52a9\u5de5\u7a0b\u5e2b\u5b9a\u7fa9\u8cc7\u6599\u63a1\u96c6\u7684\u76ee\u7684\u8207\u529f\u80fd\uff08\u76ee\u7684\u662f\u6574\u9ad4\u6578\u64da\u60f3\u8981\u5e36\u4f86\u7684\u5f71\u97ff\uff1b\u529f\u80fd\u662f\u5404\u500b\u6578\u64da\u7684\u89d2\u8272\u8207\u7528\u9014\uff09\uff0c\u907f\u514d\u8490\u96c6\u904e\u591a\u8cc7\u6599\u6216\u6f0f\u8490\u8cc7\u6599\uff0c\u5169\u8005\u7d9c\u5408\u8d77\u4f86\uff0c\u5c31\u662f\u78ba\u4fdd\u6700\u5f8c\u6578\u64da\u5206\u6790\u7684\u7d50\u679c\u5982\u540c\u671f\u5f85\u3002<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><b>STEP2. \u63a1\u96c6\u6574\u7406\uff08Assembling &amp; Clean\uff09<\/b><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">\u8a72\u6b65\u9a5f\u5c31\u662f\u5c07\u6240\u63a1\u96c6\u7684\u8cc7\u6599\uff0c\u4ee5\u4e00\u81f4\u6027\u3001\u908f\u8f2f\u6027\u3001\u6574\u9f4a\u6027\u7684\u57fa\u672c\u539f\u5247\u9032\u884c\u8655\u7406\uff0c\u4ee5\u78ba\u4fdd\u6578\u64da\u4e0d\u6703\u6709\u7f3a\u5931\u3001\u907a\u6f0f\u3001\u985b\u5012\u3001\u7b54\u975e\u6240\u554f\u6216\u7121\u6cd5\u4f7f\u7528\u7684\u72c0\u6cc1\uff0c\u672c\u968e\u6bb5\u4e5f\u5e7e\u4e4e\u5f71\u97ff\u4e86\u6578\u64da\u5206\u6790\u7d50\u679c\u8207\u5448\u73fe\u7684\u54c1\u8cea\u3002<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><b>STEP3. \u6316\u6398\u554f\u984c\uff08Problem Finding\uff09<\/b><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">\u6709\u50f9\u503c\u7684\u5206\u6790\u7d50\u679c\uff0c\u901a\u5e38\u4f86\u81ea\u65bc\u300c\u554f\u5c0d\u554f\u984c\u300d\uff0c\u800c\u4e0d\u50c5\u662f\u7f85\u5217\u554f\u984c\uff0c\u5f9e\u884c\u92b7\u7684\u89d2\u5ea6\u4f86\u770b\uff0c\u9700\u8981\u300c\u968e\u5c64\u5f0f\u300d\u7684\u627e\u51fa\u95dc\u9375\u56e0\u7d20\uff0c\u5982\u5f9e\u76ee\u6a19\u3001\u7b56\u7565\u3001\u65b9\u6cd5\u7b49\u4e0d\u540c\u5c64\u9762\u4f86\u63a2\u7d22\u6240\u6709\u5f71\u97ff\u56e0\u5b50\uff0c\u800c\u5728\u6bcf\u4e00\u5c64\u4e4b\u4e2d\uff0c\u5247\u53ef\u4ee5\u904b\u7528\u5982\u5fc3\u667a\u5716\u300c\u95dc\u806f\u5f0f\u300d\u7684\u601d\u8003\u65b9\u5f0f\u4f86\u63d0\u51fa\u554f\u984c\uff0c\u9019\u4e9b\u554f\u984c\u5373\u662f\u6578\u64da\u5206\u6790\u7684\u76ee\u7684\u8207\u7b54\u6848\u3002<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><b>STEP4. \u5c55\u793a\u8aaa\u660e\uff08Exposition &amp; Explain\uff09<\/b><\/h4>\n\n\n\n<p><span style=\"font-weight: 400;\">\u6578\u64da\u5c55\u73fe\u6700\u5e38\u898b\u7684\u65b9\u5f0f\uff0c\u5c31\u662f\u8cc7\u6599\u8996\u89ba\u5316\u8207\u5716\u50cf\u5316\uff0c\u8b93\u4f01\u696d\u7ba1\u7406\u968e\u5c64\u8207\u884c\u92b7\u4eba\u54e1\u80fd\u4e00\u76ee\u4e86\u7136\uff0c\u5f9e\u5100\u8868\u677f\u4e2d\u770b\u898b\u6578\u64da\u7684\u589e\u9577\u8207\u8b8a\u5316\u3002<\/span><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/media.awoo.ai\/live\/wp-content\/uploads\/%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96-min-1000x696.png\" alt=\"\" class=\"wp-image-40665\" style=\"width:750px;height:522px\"\/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E7%A8%AE%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%E9%A1%9E%E5%9E%8B\"><\/span><strong>\u56db\u7a2e\u6578\u64da\u5206\u6790\u985e\u578b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63cf\u8ff0\u6027\u5206\u6790\uff1a<\/strong>\u57fa\u790e\u5206\u6790\u300c\u767c\u751f\u4e86\u4ec0\u9ebc\u300d\u3002\u900f\u904e\u8abf\u7814\u904e\u53bb\u7684\u6578\u64da\u4f86\u8b58\u5225\u8da8\u52e2\u548c\u6a21\u5f0f\uff0c\u5e6b\u52a9\u4f01\u696d\u4e86\u89e3\u904e\u53bb\u7684\u8868\u73fe\u3002\u4f8b\u5982\uff0c\u5206\u6790\u96fb\u5546\u5e73\u53f0\u7684\u92b7\u552e\u6578\u64da\u4ee5\u4e86\u89e3\u54ea\u500b\u7522\u54c1\u5728\u7279\u5b9a\u6642\u9593\u5167\u6700\u53d7\u6b61\u8fce\u3002<\/li>\n\n\n\n<li><strong>\u8a3a\u65b7\u6027\u5206\u6790\uff1a<\/strong>\u9032\u968e\u63a2\u7a76\u300c\u70ba\u4ec0\u9ebc\u6703\u767c\u751f\u300d\u3002\u7576\u54c1\u724c\u767c\u73fe\u67d0\u4e00\u6bb5\u6642\u9593\u5167\u8f49\u63db\u7387\u4e0b\u964d\uff0c\u8a3a\u65b7\u6027\u5206\u6790\u80fd\u5e6b\u52a9\u4ed6\u5011\u627e\u51fa\u80cc\u5f8c\u7684\u539f\u56e0\uff0c\u7121\u8ad6\u662f\u7531\u65bc\u7db2\u7ad9\u9ad4\u9a57\u4e0d\u4f73\u9084\u662f\u884c\u92b7\u7b56\u7565\u504f\u5dee\u3002<\/li>\n\n\n\n<li><strong>\u9810\u6e2c\u6027\u5206\u6790\uff1a<\/strong>\u57fa\u65bc\u6b77\u53f2\u6578\u64da\u4f86\u9810\u6e2c\u672a\u4f86\u8da8\u52e2\u3002\u96fb\u5546\u54c1\u724c\u53ef\u4ee5\u904b\u7528\u9019\u7a2e\u5206\u6790\u4f86\u9810\u6e2c\u4e0b\u4e00\u5b63\u6700\u53ef\u80fd\u53d7\u6b61\u8fce\u7684\u5546\u54c1\uff0c\u4e26\u76f8\u61c9\u5730\u8abf\u6574\u5eab\u5b58\u548c\u884c\u92b7\u7b56\u7565\u3002<\/li>\n\n\n\n<li><strong>\u6307\u793a\u6027\u5206\u6790\uff1a<\/strong>\u9032\u4e00\u6b65\u5e6b\u52a9\u4f01\u696d\u5236\u5b9a\u6c7a\u7b56\uff0c\u63d0\u4f9b\u5177\u9ad4\u7684\u5efa\u8b70\u3002\u4f8b\u5982\uff0c\u6839\u64da\u9810\u6e2c\u6027\u5206\u6790\u7d50\u679c\uff0c\u6307\u793a\u6027\u5206\u6790\u6703\u544a\u8a34\u4f01\u696d\u61c9\u8a72\u589e\u52a0\u54ea\u4e9b\u7522\u54c1\u7684\u5eab\u5b58\uff0c\u6216\u5728\u67d0\u4e9b\u6642\u9593\u9ede\u52a0\u5927\u4fc3\u92b7\u529b\u5ea6\uff0c\u751a\u81f3\u662f\u7d66\u4e88\u958b\u767c\u65b0\u7522\u54c1\u7684\u65b9\u5411\u3002<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/media.awoo.ai\/live\/wp-content\/uploads\/%E5%BE%9E%E5%9F%BA%E7%A4%8E%E6%95%B8%E6%93%9A%E8%B3%87%E6%96%99%E5%88%86%E6%9E%90%E5%88%B0%E9%80%B2%E9%9A%8E%E6%95%B8%E6%93%9A%E6%B1%BA%E7%AD%96%EF%BC%8C%E4%BB%A5%E5%9B%9B%E7%A8%AE%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%E6%96%B9%E5%BC%8F%E5%AF%A6%E7%8F%BE%E5%95%86%E6%A5%AD%E6%99%BA%E6%85%A7-1000x563.png\" alt=\"\u5f9e\u57fa\u790e\u6578\u64da\u8cc7\u6599\u5206\u6790\u5230\u9032\u968e\u6578\u64da\u6c7a\u7b56\uff0c\u4ee5\u56db\u7a2e\u6578\u64da\u5206\u6790\u65b9\u5f0f\u5be6\u73fe\u5546\u696d\u667a\u6167\" class=\"wp-image-43204\"\/><figcaption class=\"wp-element-caption\">\uff08\u5f9e\u57fa\u790e\u6578\u64da\u8cc7\u6599\u5206\u6790\u5230\u9032\u968e\u6578\u64da\u6c7a\u7b56\uff0c\u4ee5\u56db\u7a2e\u6578\u64da\u5206\u6790\u65b9\u5f0f\u5be6\u73fe\u5546\u696d\u667a\u6167\uff09<br><\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%B8%B8%E8%A6%8B%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%E5%B7%A5%E5%85%B7_x_%E6%88%90%E5%8A%9F%E6%A1%88%E4%BE%8B\"><\/span><strong>\u5e38\u898b\u6578\u64da\u5206\u6790\u5de5\u5177 x \u6210\u529f\u6848\u4f8b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u638c\u63e1\u4e86\u6578\u64da\u5206\u6790\u57fa\u790e\u6982\u5ff5\u8207\u601d\u7dad\uff0c\u63a5\u8457\u5c31\u9700\u8981\u6311\u9078\u9069\u5408\u7684\u5de5\u5177\u4f86\u5be6\u969b\u61c9\u7528\u3002\u6578\u64da\u5206\u6790\u5de5\u5177\u5fc5\u9808\u5177\u5099\u5132\u5b58\u3001\u8b80\u53d6\u3001\u7d71\u8a08\u5206\u6790\u751f\u6210\u5831\u8868\u5716\u8868\u7b49\u529f\u80fd\uff0c\u5e38\u898b\u6578\u64da\u5206\u6790\u5de5\u5177\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Excel\uff1a<\/strong>\u662f\u6700\u57fa\u790e\u4e5f\u6700\u666e\u904d\u7684\u6578\u64da\u5206\u6790\u5de5\u5177\uff0c\u904b\u7528\u6a1e\u7d10\u5206\u6790\u548c\u57fa\u672c\u7684\u5716\u8868\u7e6a\u88fd\u529f\u80fd\uff0c\u80fd\u5920\u5e6b\u52a9\u4e2d\u5c0f\u4f01\u696d\u5feb\u901f\u6574\u7406\u548c\u5206\u6790\u8cc7\u6599\u3002<\/li>\n\n\n\n<li><strong>Google Analytics\uff1a<\/strong>\u662f\u5c08\u7528\u65bc\u7db2\u7ad9\u6d41\u91cf\u548c\u884c\u70ba\u5206\u6790\u7684\u57fa\u790e\u5de5\u5177\uff0c\u80fd\u5e6b\u52a9\u54c1\u724c\u5206\u6790\u7db2\u7ad9\u6d41\u91cf\u4f86\u6e90\u3001\u8f49\u63db\u6b78\u56e0\u7b49\u3002<\/li>\n\n\n\n<li><strong>Tableau\uff1a<\/strong>\u5f37\u5927\u7684\u6578\u64da\u53ef\u8996\u5316\u5de5\u5177\uff0c\u80fd\u5920\u5c07\u8907\u96dc\u6578\u64da\u8f49\u63db\u6210\u6613\u65bc\u7406\u89e3\u7684\u5716\u8868\uff0c\u9069\u5408\u7528\u65bc\u6df1\u5165\u7684\u6578\u64da\u6d1e\u5bdf\u3002<\/li>\n\n\n\n<li><strong>Python\uff1a<\/strong>\u662f\u9700\u8981\u7a0b\u5f0f\u8a2d\u8a08\u7684\u8cc7\u6599\u5206\u6790\u5de5\u5177\uff0c\u53ef\u9032\u884c\u6587\u672c\u6316\u6398\u7b49\u9ad8\u7d1a\u8cc7\u6599\u64f7\u53d6\u8207\u5206\u6790\uff0c\u4ee5\u53ca\u6578\u64da\u6e05\u6d17\u3001\u6578\u64da\u5efa\u6a21\u7b49\u5f37\u5927\u7684\u6578\u64da\u8655\u7406\u529f\u80fd\uff0c\u9069\u5408\u64c1\u6709\u6d77\u91cf\u6578\u64da\u7684\u5927\u578b\u4f01\u696d\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5be6\u969b\u61c9\u7528<span style=\"font-weight: 400;\">\u5982\u5168\u7403\u7db2\u8def\u5de8\u64d8 Google\uff0c\u66fe\u5728 MarTech \u4e0a\u5354\u52a9\u77e5\u540d\u98df\u54c1\u4f01\u696d\u96c0\u5de2\u2014\u2014\u5229\u7528\u6578\u64da\u6b78\u56e0\u6280\u8853\u4f86\u4e86\u89e3\u6f5b\u5728\u53d7\u773e\u3001\u6d1e\u5bdf\u6578\u4f4d\u6d88\u8cbb\u6b77\u7a0b\u3001\u63d0\u9ad8\u8f49\u63db\u6210\u9577\uff0c\u900f\u904e\u6578\u64da\u9a45\u52d5\u6b78\u56e0\u6a21\u5f0f\u8207\u6a5f\u5668\u5b78\u7fd2\u7684\u5e6b\u52a9\u4e0b\uff0c\u6df1\u5165\u4e86\u89e3\u6d88\u8cbb\u8005\u9ede\u64ca\uff08\u6216\u641c\u5c0b\uff09\u591a\u500b\u95dc\u9375\u5b57\u4e4b\u9593\u7684\u95dc\u806f\u884c\u70ba\u3002<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u5982\u300c\u5148\u641c\u5c0b\u300e\u5abd\u5abd\u5b55\u54fa\u300f\uff0c\u518d\u9ede\u64ca\u300e\u96c0\u5de2\u5abd\u5abd\u81a0\u56ca\u300f\u8005\u300d\uff0c\u8a3b\u518a\u8f49\u63db\u7387\u70ba2%\uff0c\u7136\u800c\u82e5\u518d\u589e\u52a0\u300c\u641c\u5c0b\u300e\u61f7\u5b55\u5403\u4ec0\u9ebc\u300f\u8005\u300d\uff0c\u8a3b\u518a\u8f49\u63db\u7387\u63d0\u5347\u81f33%\uff0c\u56e0\u6b64\u6211\u5011\u5c31\u80fd\u5f9e\u4e2d\u770b\u51fa\uff0c\u300c\u61f7\u5b55\u5403\u4ec0\u9ebc\u300d\u66f4\u9069\u5408\u505a\u70ba\u884c\u92b7\u6d3b\u52d5\u7684\u95dc\u9375\u5b57\u3002<\/span><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/media.awoo.ai\/live\/wp-content\/uploads\/%E5%8F%B0%E7%81%A3%E9%9B%80%E5%B7%A2%E5%B0%8E%E5%85%A5%E6%95%B8%E6%93%9A%E9%A9%85%E5%8B%95%E6%AD%B8%E5%9B%A0%E6%A8%A1%E5%BC%8F%E4%B9%8B%E6%87%89%E7%94%A8%E7%AF%84%E4%BE%8B-min.png\" alt=\"\" class=\"wp-image-40662\"\/><\/figure><\/div>\n\n\n<p class=\"has-text-align-center\"><span style=\"font-weight: 400;\">\uff08\u8cc7\u6599\u8207\u5716\u7247\u4f86\u6e90\uff1a<\/span><a href=\"https:\/\/www.thinkwithgoogle.com\/intl\/zh-tw\/marketing-strategies\/data-and-measurement\/nin-dda_tw\/\"><span style=\"font-weight: 400;\">Think with Google<\/span><\/a><span style=\"font-weight: 400;\">\uff09<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u53f0\u7063\u7684\u884c\u92b7\u79d1\u6280\u516c\u53f8\u4e5f\u4e0d\u9051\u591a\u8b93\uff0c\u5982\u5c62\u7372\u7f8e\u570b\u77fd\u8c37\u6295\u8cc7\u4eba\u9752\u775e\u7684\u53f0\u7063 MarTech \u9818\u5c0e\u54c1\u724c\u2014\u2014 awoo \u963f\u7269\u79d1\u6280\uff0c\u7814\u767c\u63a8\u51fa\u7684 awoo AMP \u4e00\u7ad9\u5f0f\u884c\u92b7\u5e73\u53f0\uff08awoo AI Marketing Platform\uff09\uff0c\u904b\u7528\u4eba\u5de5\u667a\u6167\u81ea\u52d5\u5075\u6e2c\u5546\u54c1\u7279\u5fb5\uff0c\u81ea\u52d5\u6bd4\u5c0d\u542b\u4e0a\u5104\u95dc\u9375\u5b57\u5b57\u7d44\u4e4b awoo \u7368\u5bb6\u8a5e\u5f59\u5b57\u7d44\u8cc7\u6599\u5eab\uff0c\u76f8\u5c0d\u4eba\u5de5\u66f4\u5feb\u901f\u4e14\u7cbe\u6e96\u7684\u627e\u5230\u6d88\u8cbb\u8005\u6700\u6709\u611f\u7684\u95dc\u9375\u5b57\u7d44\uff0c\u518d\u81ea\u52d5\u751f\u6210\u591a\u500b\u5546\u54c1\u4e3b\u984c\u96c6\u5408\u9801\uff0c\u5354\u52a9\u65e5\u85e5\u672c\u8216\u5728 Google \u641c\u5c0b\u5f15\u64ce\u4e2d\u6536\u9304\u7db2\u9801\u6578\u6210\u9577\u8d85\u904e273%\uff0c\u70ba\u5176\u5c0e\u5165\u5927\u91cf\u4eba\u6d41\u5f8c\uff0cAI \u8b58\u5225\u6d88\u8cbb\u610f\u5716\u3001\u7cbe\u6e96\u6bd4\u5c0d\u5546\u54c1\u6578\u64da\u4e0b\u63a8\u9001\u7684\u5546\u54c1\u63a8\u85a6\uff0c\u66f4\u56e0\u800c\u5e36\u52d5\u5168\u7ad9\u5ba2\u55ae\u50f9\u6210\u9577215%\u3002<\/span><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"awoo_AMP_%E5%95%86%E5%93%81%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90%E7%A7%98%E8%A8%A3%EF%BC%9A%E4%B8%8D%E7%94%A8_Cookie%EF%BC%8C%E4%B9%9F%E8%83%BD%E8%AE%93%E4%BD%A0%E7%9A%84%E7%87%9F%E6%94%B6%E7%BF%BB%E5%8D%87%E7%B4%9A\"><\/span><b>awoo AMP \u5546\u54c1\u6578\u64da\u5206\u6790\u79d8\u8a23\uff1a\u4e0d\u7528 Cookie\uff0c\u4e5f\u80fd\u8b93\u4f60\u7684\u71df\u6536\u7ffb\u5347\u7d1a<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">\u4ec0\u9ebc\uff1f\u4e0d\u7528\u500b\u8cc7\u3001\u6703\u54e1\u8cc7\u6599\u3001\u7b2c\u4e09\u65b9 Cookie\uff0c\u4e5f\u80fd\u77e5\u9053\u5c0d\u65b9\u5728\u627e\u4ec0\u9ebc\u5546\u54c1\uff1f<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u7576\u5e02\u5834\u4e00\u7aa9\u8702\u8ffd\u6c42\u53d6\u5f97\u6d88\u8cbb\u8005\u8cc7\u6599\uff0c\u537b\u53c8\u9762\u81e8\u96b1\u79c1\u653f\u7b56\u8d8a\u4f86\u8d8a\u56b4\u683c\u7684\u540c\u6642\uff0cawoo \u963f\u7269\u79d1\u6280\u53cd\u5176\u9053\u800c\u884c\uff0c\u5f9e\u300c\u5546\u54c1\u6578\u64da\u300d\u4f86\u4e0b\u624b\uff0c\u8207\u5176\u53ea\u7559\u610f\u6d88\u8cbb\u8005\u6703\u8cb7\u4ec0\u9ebc\u6771\u897f\uff0c\u4e0d\u5982\u540c\u6642\u638c\u63e1\u5546\u54c1\u70ba\u4f55\u6703\u88ab\u6d88\u8cbb\u8005\u77e5\u66c9\u3001\u95dc\u6ce8\u3001\u700f\u89bd\u3001\u8cfc\u8cb7\uff0c\u5176\u4e2d\u7684\u95dc\u9375\u5c31\u662f\u300c\u6578\u64da\u5206\u6790\u300d\u3002<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u524d\u8ff0\u63d0\u53ca awoo AMP \u7684\u6838\u5fc3\u300cAI \u5546\u54c1\u6a19\u7c64\u300d\uff0c\u4f86\u81ea\u65bc awoo Product Discovery Platform\uff08awoo PDP\uff09\u5546\u54c1\u667a\u6167\u63a2\u52d8\u5e73\u53f0\uff0c\u5176\u904b\u7528 NLP \u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff0c\u4f86\u81ea\u52d5\u8403\u53d6\u5546\u54c1\u8cc7\u8a0a\uff0c\u9664\u4e86\u672c\u8eab\u7684\u5546\u54c1\u898f\u683c\u3001\u7279\u5fb5\u5916\uff0c\u9084\u80fd\u6293\u53d6\u7ad9\u5916\u793e\u7fa4\u3001\u8ad6\u58c7\u3001\u65b0\u805e\u5c0d\u8a72\u5546\u54c1\u7684\u6558\u8ff0\uff0f\u8a0e\u8ad6\u5167\u5bb9\uff0c\u627e\u5230\u6700\u80fd\u63cf\u7e6a\u8a72\u5546\u54c1\u7684\u95dc\u9375\u5b57\u4f86\u505a\u70ba\u6a19\u7c64\uff0c\u5305\u542b\u4e86\u4f7f\u7528\u60c5\u5883\u3001\u8cfc\u8cb7\u52d5\u6a5f\u3001\u53e3\u8a9e\u7a31\u865f\u3001\u7af6\u54c1\u63d0\u53ca\u2026\u7b49\u3002<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u5f8c\u7e8c\uff0c\u518d\u6839\u64da\u9867\u5ba2\u9ede\u64ca\uff0c\u5373\u6642\u904b\u7b97\u8a72\u5546\u54c1\u8207\u5176\u4ed6\u5546\u54c1\u7684\u95dc\u806f\u5ea6\uff0c\u6839\u64da\u6d88\u8cbb\u8005\u6bcf\u6b21\u9ede\u64ca\u7684\u5546\u54c1\u54c1\u9805\u6216\u6a19\u7c64\uff0c\u63d0\u4f9b\u66f4\u7b26\u5408\u6d88\u8cbb\u8005\u8cfc\u7269\u610f\u5716\u7684\u8cbc\u5fc3\u63a8\u85a6\u3002<\/span><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/media.awoo.ai\/live\/wp-content\/uploads\/%E8%A1%8C%E9%8A%B7%E6%BC%8F%E6%96%97%E5%9C%96-1000x625.jpeg\" alt=\"\u884c\u92b7\u6f0f\u6597\" class=\"wp-image-33190\" style=\"width:750px;height:469px\"\/><\/figure><\/div>\n\n\n<p><a href=\"https:\/\/www.awoo.ai\/zh-hant\/amp\/\"><span style=\"font-weight: 400;\">awoo AMP<\/span><\/a><span style=\"font-weight: 400;\"> \u5305\u542b\u4e09\u5927\u5f15\u64ce<\/span><b>\uff1a\u6d41\u91cf\u6210\u9577\u5f15\u64ce\u3001\u5546\u54c1\u63a8\u85a6\u5f15\u64ce\u3001\u518d\u884c\u92b7\u5f15\u64ce<\/b><span style=\"font-weight: 400;\">\uff0c\u80fd\u5206\u5225\u91dd\u5c0d\u96fb\u5546\u884c\u92b7\u4e09\u5927\u968e\u6bb5\u300c\u5c0e\u6d41\u3001\u5c0e\u8cfc\u3001\u6703\u54e1\u7d93\u71df\u300d\u63d0\u4f9b AI \u4eba\u5de5\u667a\u6167\u7684\u6578\u64da\u5206\u6790\u8207\u81ea\u52d5\u5316\u7684\u5354\u52a9\uff0c\u5305\u542b\u65e5\u672c\u6b50\u8212\u4e39\u3001\u65e5\u85e5\u672c\u92ea\u3001\u826f\u8208\u8cfc\u7269\u7db2\u3001MIUSTAR\u3001TAKRA TOMY\u2026\u7b49\u53f0\u65e5\u77e5\u540d\u54c1\u724c\uff0c\u5747\u5df2\u904b\u7528 awoo AMP \u5275\u9020\u7d55\u4f73\u7684\u5165\u7ad9\u6d41\u91cf\u3001\u5546\u54c1\u63a8\u85a6\u3001\u518d\u884c\u92b7\u56de\u8cfc\u8207\u6703\u54e1\u6eff\u610f\u5ea6\uff0c\u7d66\u4e88\u6d88\u8cbb\u8005\u66f4\u597d\u7684\u9867\u5ba2\u9ad4\u9a57\u3002<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">\u4f01\u696d\u8207\u884c\u92b7\u4eba\u54e1\u82e5\u80fd\u5584\u7528 MarTech \u5e73\u53f0\uff0c\u9078\u64c7\u4eba\u5de5\u667a\u6167\u8207\u81ea\u52d5\u5316\u884c\u92b7\u7684\u6578\u64da\u5206\u6790\u5de5\u5177\uff0c\u4f86\u6e1b\u5c11\u6578\u64da\u5206\u6790\u6d41\u7a0b\u4e0a\u7684\u4eba\u529b\uff0c\u4e0d\u4f46\u7701\u529b\u3001\u7701\u6642\uff0c\u66f4\u80fd\u8d85\u524d\u9810\u898b\u5546\u696d\u667a\u6167\uff0c\u8b93\u4f01\u696d\u884c\u92b7\u65b9\u91dd\u66f4\u52a0\u5177\u9ad4\uff0c\u9032\u800c\u63d0\u5347\u6574\u9ad4\u71df\u6536\u8207\u8f49\u63db\u3002<\/span><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%9B%B8%E9%97%9C%E5%95%8F%E9%A1%8C\"><\/span>\u76f8\u95dc\u554f\u984c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">Q\uff1a\u4ec0\u9ebc\u662f Data Analytics\uff1f\u5b83\u7684\u50f9\u503c\u70ba\u4f55\uff1f<\/h4>\n\n\n\n<p>A\uff1aData Analytics 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Analytics\uff1a\u63d0\u4f9b\u884c\u52d5\u5efa\u8b70\uff0c\u544a\u77e5\u61c9\u8a72\u63a1\u53d6\u4ec0\u9ebc\u63aa\u65bd\u4ee5\u9054\u6210\u6700\u4f73\u7d50\u679c\u3002<br>\u3010\u5c0f\u63d0\u9192\u3011\u9019\u4e09\u7a2e\u5206\u6790\u65b9\u5f0f\u4f9d\u6b21\u52a0\u6df1\u6d1e\u5bdf\u5c64\u7d1a\uff0c\u662f\u73fe\u4ee3\u4f01\u696d\u5feb\u901f\u6c7a\u7b56\u7684\u95dc\u9375\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Q\uff1a\u5efa\u7acb Data Pipeline \u901a\u5e38\u6709\u54ea\u4e9b\u6b65\u9a5f\uff1f<\/h4>\n\n\n\n<p>A\uff1a<br>1. 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Visualize\uff08\u8996\u89ba\u5316\uff09\uff1a\u4ee5\u5100\u8868\u677f\u3001\u5831\u8868\u6216\u5716\u8868\u5448\u73fe\u6210\u679c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Q\uff1a\u5e38\u898b\u7684\u6578\u64da\u5206\u6790\u5de5\u5177\u6709\u54ea\u4e9b\uff1f\u5404\u81ea\u7528\u9014\u662f\u4ec0\u9ebc\uff1f<\/h4>\n\n\n\n<p>A\uff1a<br>\u25cf GA4\uff1a\u7db2\u7ad9\u6d41\u91cf\u8207\u4e92\u52d5\u5206\u6790<br>\u25cf Mixpanel \/ Amplitude\uff1a\u7522\u54c1\u4e8b\u4ef6\u8ffd\u8e64\u8207\u884c\u70ba\u5206\u6790<br>\u25cf BigQuery \/ Snowflake\uff1a\u5927\u898f\u6a21\u8cc7\u6599\u5132\u5b58\u8207\u67e5\u8a62<br>\u25cf Tableau \/ Power BI \/ Looker Studio\uff1a\u53ef\u8996\u5316\u8207 BI \u5831\u8868<br>\u25cf Excel \/ Google Sheets\uff1a\u5165\u9580\u8cc7\u6599\u6574\u7406\u8207\u5716\u8868\u5de5\u5177<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Q\uff1a\u70ba\u4ec0\u9ebc\u300c\u6578\u64da\u7d20\u990a\u300d\u6210\u70ba\u4f01\u696d\u75db\u9ede\uff1f<\/h4>\n\n\n\n<p>A\uff1a\u4f01\u696d\u5e38\u9762\u81e8\u8cc7\u6599\u5206\u6563\u3001\u4f7f\u7528\u8005\u7f3a\u4e4f\u6578\u64da\u89e3\u8b80\u80fd\u529b\uff0c\u4e14\u8de8\u90e8\u9580\u5354\u4f5c\u6587\u5316\u5c1a\u672a\u6210\u719f\u7684\u554f\u984c\u3002\u9019\u5c0e\u81f4\u6c7a\u7b56\u5ef6\u8aa4\u3001\u8cc7\u6599\u50f9\u503c\u7121\u6cd5\u5145\u5206\u767c\u63ee\u3002\u63d0\u5347\u6578\u64da\u7d20\u990a\u80fd\u5e6b\u52a9\u5718\u968a\u66f4\u5feb\u3001\u6e96\u78ba\u5730\u5229\u7528\u6578\u64da\u5275\u9020\u50f9\u503c\u3002<\/p>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u4ec0\u9ebc\u662f Data Analytics\uff1f\u5b83\u7684\u50f9\u503c\u70ba\u4f55\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Data Analytics \u662f\u6307\u900f\u904e\u8cc7\u6599\u6536\u96c6\u3001\u6e05\u7406\u3001\u5206\u6790\uff0c\u4ee5\u53ca\u8996\u89ba\u5316\u7b49\u6b65\u9a5f\uff0c\u4f86\u6d1e\u5bdf\u5546\u696d\u6a5f\u6703\u8207\u554f\u984c\uff0c\u4e26\u8f14\u52a9\u6c7a\u7b56\u3002\u9019\u4e00\u5b8c\u6574\u6d41\u7a0b\u5e6b\u52a9\u4f01\u696d\u7528\u6578\u64da\u9a45\u52d5\u884c\u52d5\uff0c\u63d0\u9ad8\u6548\u7387\u8207\u7af6\u722d\u529b\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Descriptive\u3001Predictive\u3001Prescriptive Analytics \u5dee\u7570\u70ba\u4f55\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u25cf Descriptive Analytics\uff1a\u63cf\u8ff0\u904e\u53bb\u767c\u751f\u7684\u4e8b\u60c5\uff0c\u5982\u4f7f\u7528\u6b77\u53f2\u8cc7\u6599\u751f\u6210\u5831\u8868\u8207 KPI\u3002\\n\u25cf Predictive Analytics\uff1a\u9810\u6e2c\u672a\u4f86\u8da8\u52e2\uff0c\u5982\u5e02\u5834\u9700\u6c42\u6216\u5ba2\u6236\u884c\u70ba\u3002\\n\u25cf Prescriptive Analytics\uff1a\u63d0\u4f9b\u884c\u52d5\u5efa\u8b70\uff0c\u544a\u77e5\u61c9\u8a72\u63a1\u53d6\u4ec0\u9ebc\u63aa\u65bd\u4ee5\u9054\u6210\u6700\u4f73\u7d50\u679c\u3002\\n\u3010\u5c0f\u63d0\u9192\u3011\u9019\u4e09\u7a2e\u5206\u6790\u65b9\u5f0f\u4f9d\u6b21\u52a0\u6df1\u6d1e\u5bdf\u5c64\u7d1a\uff0c\u662f\u73fe\u4ee3\u4f01\u696d\u5feb\u901f\u6c7a\u7b56\u7684\u95dc\u9375\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u5efa\u7acb Data Pipeline \u901a\u5e38\u6709\u54ea\u4e9b\u6b65\u9a5f\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"1. 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\u96fb\u5546\u884c\u92b7\u89e3\u6c7a\u65b9\u6848\u53ca OMO \u89e3\u6c7a\u65b9\u6848\uff0c\u6b61\u8fce\u586b\u5beb\u8868\u55ae\u7acb\u5373\u8aee\u8a62\uff0c\u5c07\u6709 awoo \u5c08\u696d\u9867\u554f\u70ba\u60a8\u670d\u52d9\u3002<\/span><\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-f9bd05ee\"><\/div>\n\n\n<script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof InitializeEditor,callIfLoaded:function(o){return!(!gform.domLoaded||!gform.scriptsLoaded||!gform.themeScriptsLoaded&&!gform.isFormEditor()||(gform.isFormEditor()&&console.warn(\"The use of gform.initializeOnLoaded() is deprecated in the form editor context and will be removed in Gravity Forms 3.1.\"),o(),0))},initializeOnLoaded:function(o){gform.callIfLoaded(o)||(document.addEventListener(\"gform_main_scripts_loaded\",()=>{gform.scriptsLoaded=!0,gform.callIfLoaded(o)}),document.addEventListener(\"gform\/theme\/scripts_loaded\",()=>{gform.themeScriptsLoaded=!0,gform.callIfLoaded(o)}),window.addEventListener(\"DOMContentLoaded\",()=>{gform.domLoaded=!0,gform.callIfLoaded(o)}))},hooks:{action:{},filter:{}},addAction:function(o,r,e,t){gform.addHook(\"action\",o,r,e,t)},addFilter:function(o,r,e,t){gform.addHook(\"filter\",o,r,e,t)},doAction:function(o){gform.doHook(\"action\",o,arguments)},applyFilters:function(o){return gform.doHook(\"filter\",o,arguments)},removeAction:function(o,r){gform.removeHook(\"action\",o,r)},removeFilter:function(o,r,e){gform.removeHook(\"filter\",o,r,e)},addHook:function(o,r,e,t,n){null==gform.hooks[o][r]&&(gform.hooks[o][r]=[]);var d=gform.hooks[o][r];null==n&&(n=r+\"_\"+d.length),gform.hooks[o][r].push({tag:n,callable:e,priority:t=null==t?10:t})},doHook:function(r,o,e){var t;if(e=Array.prototype.slice.call(e,1),null!=gform.hooks[r][o]&&((o=gform.hooks[r][o]).sort(function(o,r){return o.priority-r.priority}),o.forEach(function(o){\"function\"!=typeof(t=o.callable)&&(t=window[t]),\"action\"==r?t.apply(null,e):e[0]=t.apply(null,e)})),\"filter\"==r)return e[0]},removeHook:function(o,r,t,n){var e;null!=gform.hooks[o][r]&&(e=(e=gform.hooks[o][r]).filter(function(o,r,e){return!!(null!=n&&n!=o.tag||null!=t&&t!=o.priority)}),gform.hooks[o][r]=e)}});\n\/* ]]> *\/\n<\/script>\n\n                <div class='gf_browser_gecko gform_wrapper gravity-theme gform-theme--no-framework' data-form-theme='gravity-theme' data-form-index='0' id='gform_wrapper_1' >\n                        <div class='gform_heading'>\n                            <h2 class=\"gform_title\"><span class=\"ez-toc-section\" id=\"Contact_Us\"><\/span>Contact Us<span class=\"ez-toc-section-end\"><\/span><\/h2>\n                            <p class='gform_description'><\/p>\n\t\t\t\t\t\t\t<p class='gform_required_legend'>\u300c<span class=\"gfield_required gfield_required_asterisk\">*<\/span>\u300d\u4ee3\u8868\u5fc5\u586b\u6b04\u4f4d<\/p>\n                        <\/div><form method='post' enctype='multipart\/form-data'  id='gform_1'  action='\/zh-hant\/wp-json\/wp\/v2\/posts\/40661' data-formid='1' novalidate>\n                        <div class='gform-body gform_body'><div id='gform_fields_1' class='gform_fields top_label form_sublabel_below description_below validation_below'><div id=\"field_1_25\" class=\"gfield gfield--type-honeypot gform_validation_container field_sublabel_below gfield--has-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_25'>Name<\/label><div class='ginput_container'><input name='input_25' id='input_1_25' type='text' value='' autocomplete='new-password'\/><\/div><div class='gfield_description' id='gfield_description_1_25'>\u6b64\u6b04\u4f4d\u7528\u4f5c\u9a57\u8b49\u586b\u5beb\u7684\u8cc7\u6599\u662f\u5426\u6b63\u78ba\uff0c\u8acb\u52ff\u4fee\u6539\u3002<\/div><\/div><div id=\"field_1_1\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_1'>\u59d3\u540d<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_1' id='input_1_1' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_4\" class=\"gfield gfield--type-email gfield--input-type-email gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_4'>\u516c\u53f8\u4fe1\u7bb1<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_email'>\n                            <input name='input_4' id='input_1_4' type='email' value='' class='large'    aria-required=\"true\" aria-invalid=\"false\"  \/>\n                        <\/div><\/div><div id=\"field_1_3\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_3'>\u516c\u53f8\u540d\u7a31<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_3' id='input_1_3' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_5\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_5'>\u8077\u7a31<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_5' id='input_1_5' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_24\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_24'>\u516c\u53f8\u7d71\u7de8<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_24' id='input_1_24' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_13\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_13'>\u516c\u53f8\u7db2\u7ad9 URL<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_13' id='input_1_13' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_6\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_6'>\u516c\u53f8\u96fb\u8a71<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_6' id='input_1_6' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_9\" class=\"gfield gfield--type-select gfield--input-type-select gfield--width-half gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_9'>\u5e74\u5ea6\u6578\u4f4d\u884c\u92b7\u9810\u7b97<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_select'><select name='input_9' id='input_1_9' class='large gfield_select'    aria-required=\"true\" aria-invalid=\"false\" ><option value='' selected='selected' class='gf_placeholder'>\u4e0b\u62c9\u9078\u64c7<\/option><option value='35\u842c\u4ee5\u4e0b' >35\u842c\u4ee5\u4e0b<\/option><option value='35-60\u842c' >35-60\u842c<\/option><option value='60-80\u842c' >60-80\u842c<\/option><option value='80-100\u842c' >80-100\u842c<\/option><option value='100-300\u842c' >100-300\u842c<\/option><option value='300\u842c\u4ee5\u4e0a' >300\u842c\u4ee5\u4e0a<\/option><option value='\u4e0d\u6e05\u695a' >\u4e0d\u6e05\u695a<\/option><\/select><\/div><\/div><div id=\"field_1_7\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_7'>\u624b\u6a5f<\/label><div class='ginput_container ginput_container_text'><input name='input_7' id='input_1_7' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_8\" class=\"gfield gfield--type-text gfield--input-type-text gfield--width-half field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_8'>LINE ID<\/label><div class='ginput_container ginput_container_text'><input name='input_8' id='input_1_8' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><fieldset id=\"field_1_10\" class=\"gfield gfield--type-checkbox gfield--type-choice gfield--input-type-checkbox gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u9700\u6c42\u985e\u5225<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/legend><div class='ginput_container ginput_container_checkbox'><div class='gfield_checkbox ' id='input_1_10'><div class='gchoice gchoice_1_10_1'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.1' type='checkbox'  value='GEO \/ SEO \u89e3\u6c7a\u65b9\u6848'  id='choice_1_10_1'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_1' id='label_1_10_1' class='gform-field-label gform-field-label--type-inline'>GEO \/ SEO \u89e3\u6c7a\u65b9\u6848<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_2'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.2' type='checkbox'  value='GEO Suite \u6578\u64da\u5206\u6790\u76e3\u6e2c\u5e73\u53f0'  id='choice_1_10_2'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_2' id='label_1_10_2' class='gform-field-label gform-field-label--type-inline'>GEO Suite \u6578\u64da\u5206\u6790\u76e3\u6e2c\u5e73\u53f0<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_3'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.3' type='checkbox'  value='awoo AMP \u4eba\u5de5\u667a\u6167\u884c\u92b7\u5e73\u53f0'  id='choice_1_10_3'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_3' id='label_1_10_3' class='gform-field-label gform-field-label--type-inline'>awoo AMP \u4eba\u5de5\u667a\u6167\u884c\u92b7\u5e73\u53f0<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_4'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.4' type='checkbox'  value='\u96fb\u5546\u6d41\u91cf\u6210\u9577\u65b9\u6848'  id='choice_1_10_4'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_4' id='label_1_10_4' class='gform-field-label gform-field-label--type-inline'>\u96fb\u5546\u6d41\u91cf\u6210\u9577\u65b9\u6848<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_5'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.5' type='checkbox'  value='\u6578\u4f4d\u5ee3\u544a\u6295\u653e\u53ca\u9867\u554f\u670d\u52d9 (FB\/IG\/Google\/YouTube)'  id='choice_1_10_5'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_5' id='label_1_10_5' class='gform-field-label gform-field-label--type-inline'>\u6578\u4f4d\u5ee3\u544a\u6295\u653e\u53ca\u9867\u554f\u670d\u52d9 (FB\/IG\/Google\/YouTube)<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_10_6'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_10.6' type='checkbox'  value='Others \u5176\u4ed6'  id='choice_1_10_6'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_10_6' id='label_1_10_6' class='gform-field-label gform-field-label--type-inline'>Others \u5176\u4ed6<\/label>\n\t\t\t\t\t\t\t<\/div><\/div><\/div><\/fieldset><div id=\"field_1_11\" class=\"gfield gfield--type-select gfield--input-type-select gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_11'>\u60a8\u662f\u5f9e\u4f55\u5f97\u77e5 awoo?<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_select'><select name='input_11' id='input_1_11' class='large gfield_select'    aria-required=\"true\" aria-invalid=\"false\" ><option value='' selected='selected' class='gf_placeholder'>\u4e0b\u62c9\u9078\u64c7<\/option><option value='\u5167\u5bb9\u6587\u7ae0' >\u5167\u5bb9\u6587\u7ae0<\/option><option value='\u5a92\u9ad4\u5831\u5c0e' >\u5a92\u9ad4\u5831\u5c0e<\/option><option value='\u5be6\u9ad4\u6d3b\u52d5 - \u6210\u9577\u99ed\u5ba2\u5e74\u6703' >\u5be6\u9ad4\u6d3b\u52d5 &#8211; \u6210\u9577\u99ed\u5ba2\u5e74\u6703<\/option><option value='\u5be6\u9ad4\u6d3b\u52d5 - MarTech Asia' >\u5be6\u9ad4\u6d3b\u52d5 &#8211; MarTech Asia<\/option><option value='\u7dda\u4e0a\u6d3b\u52d5 - \u884c\u92b7\u81ea\u52d5\u5316\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7' >\u7dda\u4e0a\u6d3b\u52d5 &#8211; \u884c\u92b7\u81ea\u52d5\u5316\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7<\/option><option value='\u7dda\u4e0a\u6d3b\u52d5 - SEO\u6d41\u91cf\u6210\u9577\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7' >\u7dda\u4e0a\u6d3b\u52d5 &#8211; SEO\u6d41\u91cf\u6210\u9577\u670d\u52d9\u61c9\u7528\u8b1b\u5ea7<\/option><option value='\u5176\u4ed6' >\u5176\u4ed6<\/option><option value='\u89aa\u53cb\u63a8\u85a6' >\u89aa\u53cb\u63a8\u85a6<\/option><option value='\u793e\u7fa4\u5a92\u9ad4' >\u793e\u7fa4\u5a92\u9ad4<\/option><\/select><\/div><\/div><div id=\"field_1_14\" class=\"gfield gfield--type-textarea gfield--input-type-textarea gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_14'>\u7559\u4e0b\u4f60\u60f3\u8aee\u8a62\u7684\u554f\u984c<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/label><div class='ginput_container ginput_container_textarea'><textarea name='input_14' id='input_1_14' class='textarea large'     aria-required=\"true\" aria-invalid=\"false\"   rows='10' cols='50'><\/textarea><\/div><\/div><fieldset id=\"field_1_21\" class=\"gfield gfield--type-checkbox gfield--type-choice gfield--input-type-checkbox gfield--width-full gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_hidden\"  ><div class=\"admin-hidden-markup\"><i class=\"gform-icon gform-icon--hidden\" aria-hidden=\"true\" title=\"This field is hidden when viewing the form\"><\/i><span>This field is hidden when viewing the form<\/span><\/div><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u8a02\u95b1 awoo \u6210\u9577\u99ed\u5ba2\u884c\u92b7\u8a8c<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/legend><div class='ginput_container ginput_container_checkbox'><div class='gfield_checkbox ' id='input_1_21'><div class='gchoice gchoice_1_21_1'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_21.1' type='checkbox'  value='Yes' checked='checked' id='choice_1_21_1'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_21_1' id='label_1_21_1' class='gform-field-label gform-field-label--type-inline'>Yes<\/label>\n\t\t\t\t\t\t\t<\/div><\/div><\/div><\/fieldset><fieldset id=\"field_1_15\" class=\"gfield gfield--type-consent gfield--type-choice gfield--input-type-consent gfield--width-full gfield_contains_required field_sublabel_below gfield--has-description field_description_above hidden_label field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u540c\u610f<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/span><\/legend><div class='gfield_description gfield_consent_description' id='gfield_consent_description_1_15' tabindex='0'>awoo \u81f4\u529b\u4fdd\u8b77\u548c\u5c0a\u91cd\u60a8\u7684\u96b1\u79c1\uff0c\u4e26\u6a02\u610f\u63d0\u4f9b\u4f60\u8981\u6c42\u7684\u5167\u5bb9\uff0c\u5982\u679c\u60a8\u540c\u610f\u6211\u5011\u5c31\u6b64\u76ee\u7684\u806f\u7d61\u60a8\uff0c\u8acb\u5728\u4e0b\u65b9\u52fe\u9078\u8868\u793a\u60a8\u5e0c\u671b\u6211\u5011\u806f\u7d61\u60a8\u7684\u65b9\u5f0f\uff1a<\/div><div class='ginput_container ginput_container_consent'><input name='input_15.1' id='input_1_15_1' type='checkbox' value='1'  aria-describedby=\"gfield_consent_description_1_15\" aria-required=\"true\" aria-invalid=\"false\"   \/> <label class=\"gform-field-label gform-field-label--type-inline gfield_consent_label\" for='input_1_15_1' >\u540c\u610f\u6536\u53d6\u4f86\u81ea\u963f\u7269\u80a1\u4efd\u6709\u9650\u516c\u53f8\u7684\u5176\u4ed6\u901a\u8a0a\u3002<span class=\"gfield_required gfield_required_asterisk\">*<\/span><\/label><input type='hidden' name='input_15.2' value='\u540c\u610f\u6536\u53d6\u4f86\u81ea\u963f\u7269\u80a1\u4efd\u6709\u9650\u516c\u53f8\u7684\u5176\u4ed6\u901a\u8a0a\u3002' class='gform_hidden' \/><input type='hidden' name='input_15.3' value='13' class='gform_hidden' \/><\/div><\/fieldset><fieldset id=\"field_1_16\" class=\"gfield gfield--type-consent gfield--type-choice gfield--input-type-consent gfield--width-full gfield_contains_required field_sublabel_below gfield--has-description field_description_above hidden_label field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >\u540c\u610f<span 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