{"id":997,"date":"2019-04-26T17:18:11","date_gmt":"2019-04-26T09:18:11","guid":{"rendered":"https:\/\/webview.tech\/?p=997"},"modified":"2020-01-09T23:41:47","modified_gmt":"2020-01-09T15:41:47","slug":"%e7%88%ac%e5%8f%962000%e7%af%87-matrix-%e6%96%87%e7%ab%a0%ef%bc%8c%e8%bf%99%e6%98%af%e4%b8%80%e4%bb%bd%e5%8f%af%e8%a7%86%e5%8c%96%e8%b8%b9%e9%97%a8%e6%95%99%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/webview.tech\/997\/","title":{"rendered":"\u722c\u53d62000\u7bc7\u5c11\u6570\u6d3e\u6587\u7ae0\uff0c\u8fd9\u662f\u4e00\u4efd\u53ef\u89c6\u5316\u8e39\u95e8\u6559\u7a0b"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">KEY POINT\uff1a<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u5c11\u6570\u6d3e Matrix \u7cbe\u90092000\u7bc7\u6587\u7ae0<\/strong><\/li><li><strong>677\u4f4d\u4f5c\u8005<\/strong><\/li><li><strong>110K \u70b9\u8d5e\uff0c45K \u8bc4\u8bba<\/strong><\/li><li><strong>\u65f6\u95f4\u8de8\u5ea6780\u5929\uff082017.3.27 \u2014\u2014 2019.4.23\uff09<\/strong><\/li><li><strong>\u4ece\u6570\u636e\u89d2\u5ea6\u5206\u6790\uff1a<\/strong><strong>\u5982\u4f55\u5199\u4e00\u7bc7\u53d7\u6b22\u8fce\u7684\u6587\u7ae0\uff1f<\/strong><\/li><li><strong>\u65e0\u9700\u4efb\u4f55\u7f16\u7a0b\u57fa\u7840<\/strong><\/li><li><strong>\u6559\u7a0b\u5168\u65879K \u5b57\uff0c\u914d\u56fe70+\uff0c\u524d\u56db\u7ae0\u4e3b\u8bb2\u5b9e\u6218\u5de5\u5177\u7528\u6cd5\uff0c\u4e94\u516d\u7ae0\u4e3a\u53ef\u89c6\u5316\u7684\u4e00\u4e9b\u65b9\u6cd5\u8bba<\/strong><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u96f6\u3001\u6570\u636e\u53ef\u89c6\u5316\u6548\u679c\u9884\u89c8\uff1a<\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084817.png\" data-rel=\"lightbox-image-0\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084817.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084819.png\" data-rel=\"lightbox-image-1\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084819.png\" alt=\"\"\/><\/a><figcaption>\u70b9\u8d5e\u8bc4\u8bba\u53cc\u8f74\u56fe<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084821.png\" data-rel=\"lightbox-image-2\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084821.png\" alt=\"\"\/><\/a><figcaption>\u5355\u7bc7\u6587\u7ae0\u70b9\u8d5e\u6570\u96c6\u4e2d\u57280\u523050<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084822.png\" data-rel=\"lightbox-image-3\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084822.png\" alt=\"\"\/><\/a><figcaption>\u5b9e\u64cd\u6559\u7a0b\u7c7b\u6587\u7ae0\u6700\u53d7\u6b22\u8fce<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84823.png\" data-rel=\"lightbox-image-4\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84823.png\" alt=\"\"\/><\/a><figcaption>\u7406\u8d22\u7c7b\u4f5c\u8005\u4e5f\u8c08\u94b1\u6700\u53d7\u6b22\u8fce<\/figcaption><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084826.png\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084827.png\" data-rel=\"lightbox-image-5\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084827.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084828.png\" data-rel=\"lightbox-image-6\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084828.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84829.png\" data-rel=\"lightbox-image-7\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84829.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084829.png\" data-rel=\"lightbox-image-8\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084829.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084831.png\" data-rel=\"lightbox-image-9\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084831.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u524d\u8a00<\/h2>\n\n\n\n<p>\u8fd9\u4e0d\u662f\u5165\u95e8\uff0c\u800c\u662f\u8e39\u95e8\u6559\u7a0b\uff0c\u8981\u7684\u5c31\u662f\u7acb\u7aff\u89c1\u5f71\u7684\u4e0a\u624b\u901f\u5ea6\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5904\u5728\u4e00\u4e2a\u9ad8\u5ea6\u4fe1\u606f\u5316\u7684\u65f6\u4ee3\uff0c \u65f6\u523b\u90fd\u4f1a\u5728\u4e92\u8054\u7f51\u4e0a\u7559\u4e0b\u5927\u91cf\u7684\u8bbf\u95ee\u75d5\u8ff9\u2014\u2014\u6570\u636e\uff0c\u5c0f\u5230\u65e5\u5e38\u7684\u6d88\u8d39\u8d26\u5355\uff0c\u5927\u5230\u4e00\u7b14\u4e00\u7b14\u7684\u94f6\u884c\u6d41\u6c34\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u7559\u4e0b\u6765\u7684\u6d77\u91cf\u6570\u636e\u65e0\u7591\u662f\u5bf9\u73b0\u5b9e\u4e16\u754c\u7684\u7b80\u5316\u548c\u62bd\u8c61\u8868\u8fbe\uff0c\u4f46\u5bf9\u4e8e\u5927\u90e8\u5206\u4eba\u6765\u8bf4\uff0c\u5b83\u4eec\u53ea\u662f Excel \u91cc\u9762\u7684\u884c\u884c\u5217\u5217\uff0c\u4e0d\u4ec5\u53ef\u8bfb\u6027\u5dee\uff0c\u800c\u4e14\u6666\u6da9\u96be\u61c2\u3002<\/p>\n\n\n\n<p>\u5982\u4f55\u63d0\u9ad8\u6570\u636e\u7684\u53ef\u8bfb\u6027\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u4f60\u770b\u6570\u636e\u7684\u65b9\u5f0f\uff0c\u89e3\u8bfb\u6570\u636e\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u62bd\u8c61\u7684\u6570\u636e\u518d\u62bd\u8c61\uff0c\u7ecf\u8fc7\u4e8c\u6b21\u62bd\u8c61\u7684\u6570\u636e\u53d8\u6210\u4e86\u56fe\u8868\uff0c\u53cd\u800c\u53ef\u8bfb\u6027\u66f4\u9ad8\uff0c\u66f4\u5229\u4e8e\u4eba\u4eec\u7406\u89e3\u3002<\/p>\n\n\n\n<p>\u63d0\u5230\u6570\u636e\u53ef\u89c6\u5316\uff0cPython\u3001R\u3001D3 \u751a\u81f3\u662f Excel\uff0c\u80fd\u591f\u4ea7\u751f\u7f8e\u5999\u56fe\u8868\u7684\u5de5\u5177\u6570\u4e0d\u80dc\u6570\uff0c\u4f46\u5b83\u4eec\u5927\u591a\u90fd\u6709\u4e00\u4e9b\u6280\u672f\u95e8\u69db\uff0c\u8981\u6c42\u4f60\u81f3\u5c11\u6709\u4e00\u4e9b\u7f16\u7a0b\u57fa\u7840\uff0c\u8fd9\u5bf9\u4e8e\u975e\u79d1\u73ed\u51fa\u8eab\u7684\u4eba\u6765\u8bf4\uff0c\u5e76\u4e0d\u53cb\u597d\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\uff0c\u6211\u5e0c\u671b\u80fd\u51cf\u5c11\u5bf9\u6280\u672f\u7684\u4f9d\u8d56\uff0c\u53bb\u5bfb\u627e\u4e00\u4e9b\u4f18\u79c0\u5de5\u5177\uff0c\u540c\u6837\u80fd\u83b7\u5f97\u4e0d\u9519\u7684\u53ef\u89c6\u5316\u6548\u679c\u3002<\/p>\n\n\n\n<p>\u672c\u6587\u9700\u8981\u7528\u5230\u7684\u5de5\u5177\u5206\u522b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6570\u636e\u6536\u96c6\u5de5\u5177 Chrome \u63d2\u4ef6\uff1aWeb Scraper<\/li><li>\u6570\u636e\u7b80\u5355\u6e05\u6d17\u5de5\u5177\uff1aExcel<\/li><li>\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\uff1aTableau <\/li><\/ul>\n\n\n\n<p>\u6b63\u6587\u5f00\u59cb\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u53ef\u89c6\u5316\uff0c\u6b63\u5982\u63d0\u5230\u7684\u4e09\u4e2a\u5de5\u5177\uff0c\u5b83\u4eec\u4e5f\u4ee3\u8868\u4e86\u53ef\u89c6\u5316\u7684\u4e09\u4e2a\u9636\u6bb5\uff0c\u6536\u96c6\u3001\u6e05\u6d17\u3001\u53ef\u89c6\u5316\u3002\u5c31\u50cf\u8bb0\u8005\u9700\u8981\u63d0\u524d\u638c\u63e1\u5927\u91cf\u4fe1\u606f\uff0c\u624d\u80fd\u66f4\u597d\u5730\u63a5\u8fd1\u81ea\u5df1\u7684\u91c7\u8bbf\u5bf9\u8c61\u4e00\u6837\uff0c\u6570\u636e\u53ef\u89c6\u5316\u4e2d\u6bd4\u8f83\u7e41\u7410\u7684\u6b65\u9aa4\u4e5f\u6b63\u662f\u524d\u671f\u7684\u6570\u636e\u6536\u96c6\u548c\u6e05\u6d17\u5de5\u4f5c\uff0c\u7531\u4e8e\u5de5\u5177\u7684\u8f85\u52a9\uff0c\u53ef\u89c6\u5316\u53cd\u5012\u4e0d\u96be\u3002<\/p>\n\n\n\n<p>\u53ef\u89c6\u5316\u59cb\u4e8e\u6570\u636e\uff0c\u6709\u73b0\u6210\u7684\u6570\u636e\u6700\u597d\uff0c\u4f46\u5927\u591a\u65f6\u5019\u9700\u8981\u6211\u4eec\u81ea\u5df1\u52a8\u624b\u6536\u96c6\uff0c\u6bd4\u5982\u6587\u7ae0\u5f00\u5934\u7684 Matrix \u6587\u7ae0\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6211\u4eec\u73b0\u5728\u60f3\u5bf9\u5c11\u6570\u6d3e Matrix \u6587\u7ae0\u8fdb\u884c\u4e00\u4e2a\u7b80\u5355\u7684\u6570\u636e\u5206\u6790\uff0c\u89c2\u5bdf\u5c11\u6570\u6d3e\u7f51\u9875\u540e\u53d1\u73b0\uff0c\u53ef\u4ee5\u91c7\u96c6\u5230\u4ee5\u4e0b\u6570\u636e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6587\u7ae0\u6807\u9898<\/li><li>\u6587\u7ae0\u4f5c\u8005<\/li><li>\u70b9\u8d5e\u6570<\/li><li>\u8bc4\u8bba\u6570<\/li><li>\u53d1\u5e03\u65f6\u95f4<\/li><\/ul>\n\n\n\n<p>\u5982\u679c\u6211\u4eec\u5c06\u6570\u636e\u7c97\u7565\u5206\u4e3a<strong>\u6570\u5b57\u548c\u975e\u6570\u5b57\u4e24\u79cd<\/strong>\uff0c\u70b9\u8d5e\u6570\u3001\u8bc4\u8bba\u6570\u4ee5\u6570\u5b57\uff08\u5ea6\u91cf\uff09\u7684\u5f62\u5f0f\u51fa\u73b0\uff0c\u800c\u6807\u9898\uff0c\u4f5c\u8005\u5219\u53ef\u4ee5\u770b\u6210\u975e\u6570\u5b57\uff08\u7ef4\u5ea6\uff09\uff0c\u53d1\u5e03\u65f6\u95f4\u4e5f\u662f\u4e00\u79cd\u975e\u6570\u5b57\uff08\u7ef4\u5ea6\uff09\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u6682\u4e14\u5148\u5bf9\u8981\u91c7\u96c6\u7684\u6570\u636e\u6709\u4e00\u4e2a\u7b80\u5355\u7684\u8ba4\u8bc6\uff0c\u540e\u9762\u7528 Tableau \u53ef\u89c6\u5316\u65f6\u8fd8\u7528\u5f97\u7740\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u6570\u636e\u91c7\u96c6\uff1aWeb Scraper<\/h2>\n\n\n\n<p>\u62ff\u5230\u6570\u636e\u662f\u6211\u4eec\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u6253\u5f00\u5c11\u6570\u6d3e Matrix \u7f51\u7ad9\u9996\u9875\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084833.png\" alt=\"\"\/><\/figure><\/div>\n\n\n\n<p>\u56fe\u4e2d\u7ea2\u6846\u90e8\u5206\u5c31\u662f\u6211\u4eec\u9700\u8981\u91c7\u96c6\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.1 Web Scraper \u4f7f\u7528\u6d41\u7a0b<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1.1 \u4e0b\u8f7d Chrome \u63d2\u4ef6 Web Scraper\uff1a<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084835.png\" data-rel=\"lightbox-image-10\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084835.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1.2 \u7136\u540e\u6253\u5f00\u6d4f\u89c8\u5668\u7684\u68c0\u67e5\u6a21\u5f0f\uff0c\u6216\u8005\u5feb\u6377\u952e com+opt+i \u6253\u5f00\u64cd\u4f5c\u53f0\uff0c\u70b9\u51fb Web Scraper\uff0c\u5e76\u521b\u5efa\u65b0\u7684 sitemap<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084836.png\" data-rel=\"lightbox-image-11\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084836.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1.3 Sitemap name \u8d77\u4e2a\u82f1\u6587\u540d\uff0cURL \u586b\u5199 Matrix \u7f51\u5740<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084837.png\" data-rel=\"lightbox-image-12\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084837.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u521b\u5efa\u597d\u4e4b\u540e\uff0c\u6211\u4eec\u5f00\u59cb\u9009\u62e9\u8981\u6536\u96c6\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1.4 \u521b\u5efa\u9009\u62e9\u5668<\/strong><\/h4>\n\n\n\n<p>\u6211\u4eec\u5148\u770b\u4e0b\u9700\u8981\u91c7\u96c6\u7684\u6570\u636e\u90fd\u5728\u4ec0\u4e48\u4f4d\u7f6e\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84838.png\" data-rel=\"lightbox-image-13\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84838.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u53ef\u4ee5\u5f88\u660e\u663e\u770b\u5230\uff0c\u5c11\u6570\u6d3e\u5355\u7bc7\u6587\u7ae0\u5c55\u793a\u4e0a\uff0c\u6700\u5916\u5c42\u5927\u6846\uff08DIV\uff09\u628a\u6240\u6709\u5143\u7d20\u90fd\u805a\u5408\u5728\u4e00\u8d77\uff0c\u6211\u4eec\u9700\u8981\u91c7\u96c6\u7684\u4fe1\u606f\u90fd\u5728\u8fd9\u4e2a\u6846\u5b50\u4e2d\uff0c\u6240\u4ee5\u5728\u7ed3\u6784\u903b\u8f91\u4e0a\uff0c\u6211\u4eec\u9700\u8981\u5148\u5efa\u7acb\u4e00\u4e2a<strong>\u6700\u5916\u5c42\u5143\u7d20<\/strong>\uff0c\u7136\u540e\u518d\u5728\u5176\u4e2d\u9009\u62e9\u5177\u4f53\u7684\u6807\u9898\u3001\u4f5c\u8005\u7b49\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u9996\u5148\u6dfb\u52a0\u9009\u62e9\u5668\uff0c\u521b\u5efa\u6700\u5916\u5c42\u7684\u5143\u7d20\u9009\u62e9\u5668\uff0c\u521b\u5efa\u5b8c\u4e4b\u540e\u9009\u62e9\u5de6\u4e0b\u89d2\u300csave selector\u300d\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084839.gif\" data-rel=\"lightbox-image-14\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084839.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u51e0\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Type \u586b Element\uff0c\u610f\u601d\u662f\u4f60\u5b9a\u4e49\u5b83\u4e3a\u6bcd\u5143\u7d20\uff0c\u6211\u4eec\u9700\u8981\u5176\u4e2d\u7684\u5b50\u5143\u7d20\uff08\u6807\u9898\u3001\u4f5c\u8005\u7b49\uff09\uff0c\u6700\u540e\u4e0b\u8f7d\u7684 Excel \u6570\u636e\u624d\u53ef\u4ee5\u4e00\u4e00\u5bf9\u5e94\u3002<\/li><li>\u52fe\u9009 Multiple\uff0c\u610f\u601d\u662f\u6536\u96c6\u9875\u9762\u4e0a\u663e\u793a\u7684\u6240\u6709\u6587\u7ae0\u6570\u636e\u3002<\/li><li>\u9f20\u6807\u52fe\u9009 select \u65f6\uff0c\u70b9\u9009\u4f60\u8981\u6536\u96c6\u7684\u5355\u9875\u9762\uff0c\u4e00\u822c\u4ece\u7b2c\u4e00\u7bc7\u6587\u7ae0\u5f00\u59cb\u9009\uff0c\u7eff\u8272\u8868\u793a\u786e\u8ba4\u4e2d\uff0c\u70b9\u51fb\u540e\u7ea2\u8272\u8868\u793a\u5df2\u9009\u4e2d\uff0c\u9009\u5b8c\u4e00\u4e2a\u518d\u9009\u4e0b\u4e00\u7bc7\u6587\u7ae0\u7684\u533a\u57df\uff0c\u8fd9\u4e2a\u65f6\u5019\u5c31\u4f1a\u53d1\u73b0\uff0c\u9875\u9762\u4e2d\u6240\u6709\u7684\u6587\u7ae0\u90fd\u88ab\u81ea\u52a8\u9009\u4e2d\u4e86\u3002<\/li><li>\u9009\u533a\u6b63\u786e\u7684\u8bdd\uff0c\u4f1a\u5728 Data preview \u540e\u663e\u793a dl.artcle-card\uff08DIV \u7684 class\u540d\uff09\u3002<\/li><\/ul>\n\n\n\n<p>\u521b\u5efa\u5b8c\u6bcd\u9009\u62e9\u5668\u5143\u7d20\u540e\uff0c\u6211\u4eec\u9700\u8981\u5728\u5b83\u91cc\u9762\u521b\u5efa\u5b50\u9009\u62e9\u5668\u6765\u5b9a\u4f4d\u6807\u9898\u3001\u4f5c\u8005\u3001\u70b9\u8d5e\u7b49\u6570\u636e\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1.5 \u521b\u5efa\u5b50\u9009\u62e9\u5668<\/strong><\/h4>\n\n\n\n<p>\u6211\u4eec\u4ece\u6bcd\u9009\u62e9\u5668\u70b9\u8fdb\u53bb\u521b\u5efa\u65b0\u7684\u5b50\u9009\u62e9\u5668\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084841.gif\" data-rel=\"lightbox-image-15\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084841.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8bbe\u7f6e\u5b50\u9009\u62e9\u5668\u7684\u6b65\u9aa4\u548c\u6bcd\u9009\u62e9\u5668\u7c7b\u4f3c\uff0c\u53ea\u4e0d\u8fc7\u5c06 Type \u6539\u4e3a Text\uff0c\u5e76\u4e14<strong>\u4e0d\u8981\u52fe\u9009 Multiple<\/strong>\u3002\uff08\u6240\u6709\u5b50\u9009\u62e9\u5668\u90fd\u4e0d\u8981\u52fe\u9009\u6b64\u9879\uff09<\/p>\n\n\n\n<p>\u91c7\u96c6\u4f5c\u8005\u4fe1\u606f\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084842.gif\" data-rel=\"lightbox-image-16\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084842.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u91c7\u96c6\u6807\u9898\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084843.gif\" data-rel=\"lightbox-image-17\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084843.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u91c7\u96c6\u559c\u6b22\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084845.gif\" data-rel=\"lightbox-image-18\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084845.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u540c\u7406\u91c7\u96c6\u5b8c\u8bc4\u8bba\u6570\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u5230\u8fd9\u6837\u4e00\u4e2a\u9009\u62e9\u5668\u7ed3\u6784\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084849.png\" data-rel=\"lightbox-image-19\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084849.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1.6 \u91c7\u96c6\u6570\u636e\u8dd1\u8d77\u6765<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084850.gif\" data-rel=\"lightbox-image-20\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084850.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7b49\u7f51\u9875\u81ea\u52a8\u5173\u95ed\u540e\uff0c\u5c31\u53ef\u4ee5\u4ece Browse \u770b\u5230\u722c\u597d\u7684\u6570\u636e\uff1a\uff08\u5982\u679c\u6ca1\u6709\u6570\u636e\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u70b9\u51fb\u4e0b\u4e0b\u56fe\u4e2d\u7684\u300cRefresh Data\u300d\uff09<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084855.png\" data-rel=\"lightbox-image-21\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084855.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2.1.7 \u4e0b\u8f7d\u6570\u636e\u7684 CSV \u683c\u5f0f\uff1a<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084857.png\" data-rel=\"lightbox-image-22\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084857.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u4f7f\u7528 Web Scraper \u7684\u4e00\u4e2a\u57fa\u672c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2\u300c\u52a0\u8f7d\u66f4\u591a\u300d\u7684\u7ffb\u9875\u95ee\u9898<\/h3>\n\n\n\n<p>\u4f46 Web Scraper \u53ea\u80fd\u91c7\u96c6\u5230\u6d4f\u89c8\u5668\u76ee\u524d\u80fd\u770b\u5230\u7684\u6570\u636e\uff0c\u4e5f\u5c31\u662f\u4e00\u9875\u9762\u7684\u6570\u636e\uff0c\u8fd9\u660e\u663e\u4e0d\u591f\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60f3\u62ff\u5230\u66f4\u591a\u7684\u6570\u636e\uff0c\u5c31\u8981\u5411 Web Scraper \u5c55\u793a\u66f4\u591a\u7684\u6587\u7ae0\u3002<\/p>\n\n\n\n<p>\u56de\u5230\u7f51\u9875\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5c11\u6570\u6d3e\u4f7f\u7528\u300c\u52a0\u8f7d\u66f4\u591a\u300d\u6765\u5c55\u793a\u66f4\u591a\u7684\u6587\u7ae0\u5185\u5bb9\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084901.png\" data-rel=\"lightbox-image-23\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084901.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6211\u4eec\u56de\u5230\u6bcd\u9009\u62e9\u5668\u4e2d\uff0c\u4fee\u6539\u6bcd\u9009\u62e9\u5668\u7684 Type \u6a21\u5f0f\uff0c\u5c06\u5176\u6539\u4e3a <strong>Element click<\/strong>\uff0c\u610f\u601d\u662f\u9700\u8981<strong>\u673a\u5668\u81ea\u52a8\u70b9\u51fb\u300c\u52a0\u8f7d\u66f4\u591a\u300d\u6765\u300c\u7ffb\u9875\u300d\uff0c\u5c06\u66f4\u591a\u7684\u6587\u7ae0\u6570\u636e\u8bb0\u5f55\u8fdb\u6765\u3002<\/strong><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084910.gif\" data-rel=\"lightbox-image-24\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084910.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6211\u4eec\u8fd8\u9700\u8981\u8ba9 Web Scraper \u77e5\u9053\u8c01\u662f\u300c\u52a0\u8f7d\u66f4\u591a\u300d\u8fd9\u4e2a\u6309\u94ae\uff0c\u548c\u6bcd\u9009\u62e9\u5668\u9009\u533a\u4e00\u6837\uff0c\u5728 click selector \u4e2d\u9009\u4e2d\u300c\u52a0\u8f7d\u66f4\u591a\u300d\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084913.gif\" data-rel=\"lightbox-image-25\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084913.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u65f6\uff0c\u4ece Element \u6539\u4e3a Element click \u540e\u53c8\u6709\u4e24\u4e2a\u65b0\u9009\u9879\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084914.png\" data-rel=\"lightbox-image-26\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084914.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7b2c\u4e00\u4e2a Click Type \u4e2d\u6709\u4e24\u4e2a\u9009\u9879\uff0c\u56fe\u6240\u793a\u9009\u9879\uff0c\u610f\u601d\u662f Web Scraper \u53ea\u4f1a\u5e2e\u4f60\u70b9\u51fb\u4e00\u6b21\u52a0\u8f7d\u66f4\u591a\uff0c\u53e6\u5916\u4e00\u4e2a\u9009\u9879\u5219\u662f\u4e00\u76f4\u70b9\uff0c\u70b9\u5230\u6ca1\u6709\u65b0\u6587\u7ae0\u4e3a\u6b62\u3002<\/p>\n\n\n\n<p>Click element uniqueness \u662f\u6307\u5f53\u300c\u52a0\u8f7d\u66f4\u591a\u300d\u4e2d\u7684\u5b57\u53d8\u6210\u300c\u4ec0\u4e48\u300d\u65f6\uff0cWeb Scraper \u505c\u6b62\u722c\u53d6\u6570\u636e\uff0c\u6bd4\u5982\u6587\u5b57\u6539\u53d8\uff0c\u5373\u300c\u52a0\u8f7d\u66f4\u591a\u300d\u53d8\u4e3a\u300c\u5230\u5934\u4e86\u300d\uff0cWeb Scraper \u5c31\u4f1a\u505c\u6b62\uff0c\u9009\u9879\u8fd8\u53ef\u4ee5\u6539\u6210\u5f53 HTML \u6539\u53d8\uff0cCSS \u6837\u5f0f\u6539\u53d8\u7b49\uff0cWeb Scraper \u624d\u505c\u6b62\uff0c\u4e0d\u8fc7\u8fd9\u91cc\u6211\u4eec\u6682\u4e14\u9009\u6210 Unique Text\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u518d\u770b\u4e0b Click type \u8fd9\u4e2a\u9009\u9879\uff0c\u8981\u4e0d\u5c31\u53ea\u70b9\u51fb\u4e00\u6b21\u300c\u52a0\u8f7d\u66f4\u591a\u300d\uff0c\u8981\u4e0d\u5c31\u65e0\u9650\u70b9\u4e0b\u53bb\uff0c\u76f4\u5230\u89e6\u53d1\u4e0b\u9762 Click element uniqueness \u4e2d\u7684\u7ea6\u5b9a\u6761\u4ef6\uff0c\u4e0d\u8fc7\u8fd9\u4e24\u79cd\u597d\u50cf\u90fd\u4e0d\u592a\u7b26\u5408\u6211\u4eec\u8981\u6c42\u3002<\/p>\n\n\n\n<p>\u70b9\u51fb\u4e00\u6b21\u80af\u5b9a\u4e0d\u884c\uff0c\u6570\u636e\u4e0d\u591f\uff0c\u4e00\u76f4\u70b9\u4e0b\u53bb\uff0c\u7f51\u9875\u5185\u5bb9\u5c11\u8fd8\u884c\uff0c\u591a\u7684\u8bdd\u786e\u5b9e\u9700\u8981\u7b49\u4e9b\u529f\u592b\u8ba9 Web Scraper \u8dd1\u5b8c\uff0c\u800c\u4e14 Chrome \u662f\u5426\u7a33\u5b9a\uff0c\u662f\u5426\u4f1a\u5361\u4e5f\u662f\u4e2a\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u80fd\u5426\u53ea\u722c\u53d6\u90e8\u5206\u6570\u636e\uff0c\u6bd4\u5982\u4e00\u5b9a\u6570\u91cf\uff0c2000\u6761\u6587\u7ae0\u6570\u636e\u600e\u4e48\u6837\uff1f<\/p>\n\n\n\n<p>Web Scraper \u672c\u8eab\u5e76\u6ca1\u6709\u63d0\u4f9b\u539f\u751f\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u4e14\u6bd4\u8f83\u9057\u61be\u7684\u662f\uff0c\u5f53\u9009\u62e9\u5668 Type \u662f element click \u65f6\u4e5f\u4e0d\u80fd\u901a\u8fc7\u5173\u95ed\u8dd1\u6570\u636e\u7684\u7f51\u9875\u6765\u7ec8\u6b62\u6570\u636e\uff0c\u4ece\u800c\u6536\u96c6\u5230\u90e8\u5206\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u4e0d\u8fc7\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7 <strong>CSS \u4f2a\u7c7b<\/strong>\u505a\u5230\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5148\u5728\u6bcd\u9009\u62e9\u5668\u968f\u4fbf\u9009\u4e2d\u4e00\u4e2a\u6587\u7ae0\u9875\u9762\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084915.png\" data-rel=\"lightbox-image-27\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084915.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7136\u540e\u5728\u7ea2\u5708\u4f4d\u7f6e\u6539\u4e3a\uff1adl:nth-of-type(-n+2000)<\/p>\n\n\n\n<p>\u5982\u679c\u8fd9\u91cc\u4e0d\u597d\u7406\u89e3\uff0c\u6211\u4eec\u53ef\u4ee5\u6362\u79cd\u5199\u6cd5\uff0c\u53ef\u80fd\u66f4\u5bb9\u6613\u7406\u89e3\uff1a<\/p>\n\n\n\n<p>dl:not(:nth-child(n+2000))<\/p>\n\n\n\n<p>\u4e8c\u8005\u542b\u4e49\u76f8\u540c\uff0c\u610f\u601d\u8ba9 Web Scraper \u53ea\u9009\u4e2d\u524d2000\u9879\uff0c\u524d\u8005\u5199\u6cd5\u8981\u6bd4\u540e\u8005\u7b80\u6d01\uff0c\u4f18\u96c5\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u522b\u7684\u5730\u65b9\u4e0d\u9700\u8981\u6539\u52a8\uff0c\u8dd1\u6570\u636e\uff0c\u5e76\u5c06 Excel\u4e0b\u8f7d\u4e0b\u6765\u5373\u53ef\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u6d17\u6570\u636e\uff1aExcel<\/h2>\n\n\n\n<p>\u6211\u4eec\u8dd1\u4e0b\u6765\u7684\u6570\u636e\u6709\u65f6\u53ef\u4ee5\u76f4\u63a5\u7528\uff0c\u6709\u65f6\u9700\u8981\u505a\u4e00\u4e9b\u5904\u7406\uff0c\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u6d17\u6570\u636e\u7684\u96be\u5ea6\u4e0d\u4e9a\u4e8e\u722c\u6570\u636e\uff0c\u4e0d\u8fc7\u672c\u6b21\u91c7\u96c6\u7684\u6570\u636e\u76f8\u5bf9\u6765\u8bf4\u6bd4\u8f83\u5e72\u51c0\uff0c\u5de5\u4f5c\u91cf\u4e0d\u5927\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u5148\u770b\u4e0b\u8dd1\u4e0b\u6765\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084916.png\" data-rel=\"lightbox-image-28\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084916.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u524d\u4e24\u5217\u662f Web Scraper \u81ea\u52a8\u751f\u6210\u7684\u6570\u636e\uff0c\u5bf9\u4e8e\u540e\u671f\u53ef\u89c6\u5316\u5e2e\u52a9\u4e0d\u5927\uff0c\u53ef\u4ee5\u5220\u53bb\u3002\u6700\u540e\u4e00\u5217\u7684 date \u770b\u8d77\u6765\u6709\u4e9b\u95ee\u9898\uff0c\u6709\u7684\u5355\u5143\u683c\u663e\u793a\u7684\u90fd\u662f\u300c######\u300d\uff0c\u8fd9\u662f\u7531\u4e8e date \u65e5\u671f\u683c\u5f0f\u7684\u4e0d\u7edf\u4e00\u9020\u6210\u7684\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u300c#####\u300d\u4f4d\u7f6e\u7684\u65e5\u671f\u683c\u5f0f\uff1a2017\/7\/4\uff08\u6211\u4eec\u60f3\u8981\u7684\uff09<\/li><li>\u5176\u4ed6\u4f4d\u7f6e\u7684\u65e5\u671f\u683c\u5f0f\uff1a01\u670821\u65e5\uff08\u4e0d\u6b63\u786e\u7684\u683c\u5f0f\uff09<\/li><li>\u6ca1\u6709\u65e5\u671f\uff1a1\u5929\u524d\uff08\u4e0d\u6b63\u786e\u7684\u683c\u5f0f\uff09<\/li><\/ul>\n\n\n\n<p>\u6211\u4eec\u5148\u5c06\u7b2c\u4e8c\u79cd\u683c\u5f0f\u8f6c\u6362\u6210\u7b2c\u4e00\u79cd\uff0c\u9996\u5148\u9f20\u6807\u9009\u4e2d date \u6574\u5217\uff0c\u53f3\u952e\u300c\u8bbe\u7f6e\u5355\u5143\u683c\u683c\u5f0f\u300d\uff0c\u9009\u62e9\u81ea\u5b9a\u4e49\uff0cyyyy\/m\/d\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084918.png\" data-rel=\"lightbox-image-29\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084918.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8bbe\u7f6e\u5b8c\u4e4b\u540e\uff0c\u300c####\u300d\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u6b63\u5e38\u663e\u793a\uff0c\u4e0d\u8fc7\u683c\u5f0f\u8fd8\u662f\u4e0d\u7edf\u4e00\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084919.png\" data-rel=\"lightbox-image-30\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084919.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6211\u4eec\u518d\u6b21\u9009\u4e2d date \u5217\uff0c\u5e76\u70b9\u51fb Excel \u4e0a\u65b9 Tab\u300c\u6570\u636e\u300d\u680f\u4e2d\u7684\u300c\u5206\u5217\u300d\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084920.png\" data-rel=\"lightbox-image-31\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084920.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u65f6\u53ef\u4ee5\u770b\u5230\uff0cdate \u683c\u5f0f\u5df2\u7ecf\u7edf\u4e00\u7684\u5dee\u4e0d\u591a\uff0c\u4e0d\u8fc7\u6700\u8fd1\u7684\u6587\u7ae0\uff0c\u8fd8\u6709\u300c\u4e00\u5929\u524d\u300d\u8fd9\u6837\u6570\u636e\u683c\u5f0f\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084921.png\" data-rel=\"lightbox-image-32\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084921.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7 Excel \u81ea\u52a8\u5316\u5904\u7406\uff0c\u4e5f\u53ef\u4ee5\u81ea\u5df1\u5904\u7406\u4e00\u4e0b\uff1a\u8fd9\u91cc\u8981\u6539\u7684\u6570\u636e\u4e0d\u591a\uff0c\u6211\u4eec\u7b80\u5355\u624b\u52a8\u6539\u4e0b\u5373\u53ef\uff0c\u6bd4\u5982\u5c06\u300c\u4e00\u5929\u524d\u300d\u6539\u4e3a\u300c2019\/4\/22\u300d\uff0c\u300c\u4e24\u5929\u524d\u300d\u6539\u4e3a\u300c2019\/4\/21\u300d\uff0c\u300c11\u5c0f\u65f6\u524d\u300d\u6539\u4e3a\u300c2019\/4\/22\u300d\u3002\uff08\u53ef\u4ee5\u5148\u9f20\u6807\u9009\u4e2d\u65e5\u671f\u5217\uff0c\u7136\u540e\u641c\u7d22\u5173\u952e\u5b57\u300c\u524d\u300d\uff0c\u53ef\u4ee5\u5feb\u901f\u5b9a\u4f4d\u5230\u6240\u6709\u9700\u8981\u6539\u7684\u6570\u636e\uff09<\/p>\n\n\n\n<p>\u4fee\u6539\u5b8c\u6bd5\u540e\uff0cdate \u683c\u5f0f\u5df2\u7ecf\u7edf\u4e00\u4e86\uff0c\u7136\u540e\u6211\u4eec\u5f00\u59cb\u6700\u540e\u4e00\u6b65\uff1a\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084922.png\" data-rel=\"lightbox-image-33\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084922.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u6570\u636e\u53ef\u89c6\u5316\uff1aTableau<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Why not Excel?<\/h3>\n\n\n\n<p>\u6211\u9700\u8981\u5148\u89e3\u91ca\u4e0b\u4e3a\u4ec0\u4e48\u6ca1\u6709\u7ee7\u7eed\u4f7f\u7528 Excel \u6765\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n<p>\u5176\u5b9e\uff0c\u5fae\u8f6f\u4e09\u4ef6\u5957\u4e2d\uff0cExcel \u7684\u529f\u80fd\u6700\u4e3a\u5f3a\u5927\uff0c\u5b9a\u5236\u80fd\u529b\u6700\u5f3a\uff0cExcel \u81ea\u5e26 VBA \u7f16\u7a0b\u73af\u5883\uff0c\u800c\u4e14\u5404\u79cd\u6a21\u7248\uff0c\u5404\u79cd\u51fd\u6570\uff0c\u7528\u597d\u4e86\u5c31\u662f\u4e00\u4ef6\u5927\u6740\u5668\uff0c\u4f46\u9057\u61be\u7684\u662f\uff0cExcel Mac \u7248\u672c\u7684\u4f7f\u7528\u4f53\u9a8c\u5e76\u4e0d\u7406\u60f3\uff0c\u6682\u4e14\u4e0d\u8bf4\u6253\u5f00\u6570\u636e\u8868\u683c\u7684\u901f\u5ea6\u8981\u6bd4 Windows \u6162\u592a\u591a\uff0c\u66f4\u9057\u61be\u7684\u662f\uff0cMac Excel \u8fd8\u662f\u4e00\u4e2a\u9609\u5272\u7248\uff0c\u6bd4\u5982 Mac \u4e0a\u5c31\u6ca1\u6709 Power Query \u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u6709\u5fc5\u8981\u518d\u9009\u4e00\u4e2a Mac \u5e73\u53f0\u4e0a\u7684\u53ef\u89c6\u5316\u5de5\u5177\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Tableau\uff1a\u4e0d\u6b62\u4e8e\u53ef\u89c6\u5316\uff0c\u66f4\u662fBI\u5de5\u5177<\/h3>\n\n\n\n<p>\u5e02\u9762\u4e0a\u53ef\u89c6\u5316\u5de5\u5177\u5f88\u591a\uff0c\u56fd\u5185\u4e5f\u6709\u5f88\u591a\u7f51\u9875\u7aef\u5de5\u5177\uff0c\u65b9\u4fbf\uff0c\u5feb\u6377\u3002\u4f46\u6211\u8fd8\u662f\u9009\u62e9\u4e86 Tableau\uff0c\u9996\u5148\u5b83\u5f88\u597d\u4e0a\u624b\uff0c\u5176\u6b21\u5b83\u9664\u4e86\u6700\u57fa\u7840\u7684\u51fa\u56fe\u529f\u80fd\u5916\uff0c\u8fd8\u63d0\u4f9b\u4e86\u5f88\u591a\u5206\u6790\u529f\u80fd\uff0c\u4e5f\u56e0\u6b64\u66f4\u63a5\u8fd1\u4e00\u4ef6\u534a\u81ea\u52a8 BI\uff08\u5546\u4e1a\u667a\u80fd\uff09\u5206\u6790\u5de5\u5177\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>Tableau \u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u548c\u5206\u53d1\u4ea4\u4e92\u5f0f\u6570\u636e\u4eea\u8868\u677f\uff0c\u901a\u8fc7\u7b80\u5355\u800c\u6709\u6548\u7684\u89c6\u89c9\u6548\u679c\u63d0\u4f9b\u5bf9\u52a8\u6001\uff0c\u53d8\u5316\u8d8b\u52bf\u548c\u6570\u636e\u5bc6\u5ea6\u5206\u5e03\u7684\u6df1\u5165\u63cf\u8ff0\uff0cTableau \u5f88\u5bb9\u6613\u7406\u89e3\u4e3a\u5de5\u4f5c\u5de5\u5177\uff0c\u5176\u5b66\u4e60\u66f2\u7ebf\u975e\u5e38\u6e29\u548c\uff0c\u56e0\u4e3a\u5b83\u52aa\u529b\u4e3a\u4efb\u4f55\u7c7b\u578b\u7684\u7528\u6237\u63d0\u4f9b\u5176\u6240\u6709\u6743\u529b\uff0c\u751a\u81f3\u662f\u90a3\u4e9b\u4ee5\u524d\u4ece\u672a\u63a5\u89e6\u8fc7\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u6280\u672f\u7ec6\u8282\u7684\u7528\u6237\u3002<\/p><\/blockquote>\n\n\n\n<p>\u5bf9\u4e8e\u5de5\u5177\u8f6f\u4ef6\u6765\u8bf4\uff0c\u6211\u8ba4\u4e3a\u5927\u4f53\u5206\u4e3a\u4e24\u7c7b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5c06\u4e1a\u4f59\u300c\u4e13\u4e1a\u5316\u300d\u7684\u5de5\u5177<\/li><li>\u5c06\u4e13\u4e1a\u300c\u4e1a\u4f59\u5316\u300d\u7684\u5de5\u5177<\/li><\/ul>\n\n\n\n<p>\u524d\u8005\u5982\u6296\u97f3\u3001vue \u8fd9\u4e9b\u89c6\u9891\u5de5\u5177\uff0c\u4eba\u4eec\u901a\u8fc7\u7b80\u5355\u7684\u64cd\u4f5c\u4e5f\u53ef\u4ee5\u5f97\u5230\u4e0d\u9519\u7684\u6548\u679c\u3002\uff08\u4e1a\u4f59\u4e13\u4e1a\u5316\uff09<\/p>\n\n\n\n<p>\u800c Tableau \u5219\u662f\u9762\u5bf9\u90a3\u4e9b\u4e0d\u600e\u4e48\u5177\u5907\u4e13\u4e1a\u6280\u672f\u7684\u666e\u901a\u4eba\u5458\uff0c\u8ba9\u4ed6\u4eec\u4e5f\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u62d6\u62fd\u751f\u6210\u56fe\u8868\uff0c\u5b83\u964d\u4f4e\u4e86\u6570\u636e\u5206\u6790\u7684\u95e8\u69db\u3002\uff08\u4e13\u4e1a\u4e1a\u4f59\u5316\uff09<\/p>\n\n\n\n<p>Tableau \u662f\u4e00\u4e2a\u6536\u8d39\u8f6f\u4ef6\uff0c\u4e0d\u8fc7\u6211\u4eec\u53ef\u4ee5\u4e0b\u8f7d\u5b83\u7684<a href=\"https:\/\/public.tableau.com\/zh-cn\/s\/\">\u514d\u8d39 public \u7248\u672c<\/a>\u3002<\/p>\n\n\n\n<p>\u4e0b\u8f7d\u597d\u4e86\u4e4b\u540e\uff0c\u6211\u4eec\u6253\u5f00\u8f6f\u4ef6\uff0c\u6211\u8fd9\u91cc\u4f7f\u7528 desktop \u4e3e\u4f8b\uff0c\u4e8c\u8005\u533a\u522b\u4e0d\u5927\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Tableau \u4e0a\u624b\u6d41\u7a0b<\/h3>\n\n\n\n<p>\u6211\u4eec\u628a\u5df2\u7ecf\u4e0b\u8f7d\u597d\u7684 Matrix \u6587\u7ae0 Excel \u5bfc\u8fdb\u53bb\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084923.gif\" data-rel=\"lightbox-image-34\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084923.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7136\u540e\u6211\u4eec\u70b9\u300c\u8f6c\u5230\u5de5\u4f5c\u8868\u300d\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084925.png\" data-rel=\"lightbox-image-35\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084925.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u53ef\u4ee5\u770b\u5230\u9762\u677f\u4e0a\u6709\u4e09\u4e2a\u5927\u533a\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084926.png\" data-rel=\"lightbox-image-36\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084926.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u5148\u770b\u7b2c1\u5927\u533a\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u9700\u8981\u5148\u4ecb\u7ecd\u4e00\u4e0b\uff0cTableau \u5c06 Excel \u4e2d\u7684\u6570\u636e\u8bc6\u522b\u4e3a\u4e24\u79cd\uff1a\u7ef4\u5ea6\u3001\u5ea6\u91cf\u3002<\/p>\n\n\n\n<p>\u5ea6\u91cf\u5f88\u597d\u7406\u89e3\uff0c\u5927\u591a\u6570\u5b57\u90fd\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\uff0c\u6bd4\u5982\u8bc4\u8bba\u6570\u548c\u70b9\u8d5e\u6570\uff0c\u56fe\u4e2d\u540e\u4e24\u4e2a\u300c\u8bb0\u5f55\u6570\u300d\u548c\u300c\u5ea6\u91cf\u503c\u300d\u662f\u81ea\u52a8\u751f\u6210\u7684\uff0c\u6211\u4eec\u6682\u4e14\u4e0d\u7528\u7ba1\u3002<\/p>\n\n\n\n<p>\u7ef4\u5ea6\u5219\u662f\u975e\u6570\u5b57\uff0c\u6bd4\u5982\u7ecf\u7eac\u5ea6\uff0c\u5b57\u7b26\u4e32\u7b49\uff0c\u6587\u7ae0\u4f5c\u8005\u540d\u3001\u6807\u9898\u3001\u65e5\u671f\u90fd\u5c5e\u4e8e\u7ef4\u5ea6\u3002<\/p>\n\n\n\n<p>Tableau \u7684\u4f7f\u7528\u65b9\u6cd5\u4e5f\u6bd4\u8f83\u7b80\u5355\uff0c\u76f4\u63a5\u62d6\u62fd\u6216\u70b9\u51fb\u6570\u636e\u5230\u88683\u7684\u884c\/\u5217\u4e2d\uff0cTableau \u4f1a\u81ea\u52a8\u751f\u6210\u5408\u9002\u7684\u56fe\u8868\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\u6211\u4eec\u53ef\u4ee5\u62d6\u62fd\u300c\u8bc4\u8bba\u6570\u300d\u548c\u300c\u4f5c\u8005\u300d\u5206\u522b\u5230\u300c\u5217\u300d\u548c\u300c\u884c\u300d\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084928.gif\" data-rel=\"lightbox-image-37\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084928.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084933.png\" data-rel=\"lightbox-image-38\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084933.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u70b9\u51fb\u53f3\u8fb9\u7684\u667a\u80fd\u663e\u793a\u53ef\u4ee5\u770b\u5230 Tableau \u81ea\u52a8\u751f\u6210\u56fe\u8868\uff0c\u6bd4\u5982\u6211\u4eec\u9009\u62e9\u6c34\u5e73\u6761\u56fe\u8868\uff0c\u667a\u80fd\u663e\u793a\u7684\u4e0b\u65b9\u6587\u5b57\u4f1a\u63d0\u793a\u4f60\u8fd8\u9700\u8981\u518d\u62d6\u52a8\u54ea\u4e9b\u7ef4\u5ea6\u6216\u5ea6\u91cf\u624d\u53ef\u4ee5\u751f\u6210\u56fe\u8868\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u53ef\u4ee5\u70b9\u51fb\u4e0a\u65b9\u7684\u964d\u5e8f\u56fe\u6807\uff0c\u8ba9\u56fe\u8868\u964d\u5e8f\u6392\u5217\u3002<\/p>\n\n\n\n<p>\u8bb0\u5f55\u6570\u662f Tableau \u4e2d\u4e3b\u52a8\u751f\u6210\u7684\u5ea6\u91cf\u6307\u6807\uff0c\u5b83\u662f\u6240\u6709\u6570\u636e\u7684\u603b\u8bb0\u5f55\uff0c\u5f88\u591a\u65f6\u5019\u90fd\u53ef\u4ee5\u7528\u5230\u5b83\uff0c\u6bd4\u5982\u6211\u4eec\u73b0\u5728\u5c06\u8bb0\u5f55\u6570\u62d6\u62fd\u5230\u9762\u677f\u7684\u7b2c2\u533a\u4e2d\u7684\u6807\u7b7e\u4e0a\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084934.png\" data-rel=\"lightbox-image-39\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084934.png\" alt=\"\" width=\"237\" height=\"299\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u56fe\u8868\u4e5f\u5e26\u4e0a\u4e86\u5177\u4f53\u6570\u5b57\u7684\u6587\u5b57\u6807\u7b7e\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84935.png\" data-rel=\"lightbox-image-40\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84935.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u4e2a\u65f6\u5019\uff0c\u6211\u4eec\u8fd8\u6709\u4e00\u4e2a\u95ee\u9898\uff0c\u4f5c\u8005\u6570\u91cf\u8fc7\u591a\uff0c\u5bfc\u81f4\u56fe\u8868\u8fc7\u957f\uff0c\u663e\u793a\u4e0d\u5168\uff0c\u51fa\u56fe\u6548\u679c\u4e0d\u597d\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u75282\u533a\u4e2d\u7684\u300c\u7b5b\u9009\u5668\u300d\u7cbe\u7b80\u56fe\u8868\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\u6211\u4eec\u53ea\u9700\u8981\u603b\u8bc4\u8bba\u6570\u7684\u524d20\u540d\u4f5c\u8005\uff0c\u8fd9\u4e2a\u65f6\u5019\u5c31\u9700\u8981\u7528\u5230<strong>\u6392\u5e8f<\/strong>\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Tableau \u81ea\u5e26\u7684\u6392\u5e8f\u300c\u5feb\u901f\u8868\u8ba1\u7b97\u300d\u3002<\/p>\n\n\n\n<p>\u5148\u5c06\u8bb0\u5f55\u6570\u62d6\u62fd\u52302\u533a\u4e2d\u7684\u6807\u8bb0\u9762\u677f\uff0c\u53f3\u952e\u9009\u62e9\u300c\u5feb\u901f\u8868\u8ba1\u7b97\u300d\u4e2d\u7684\u300c\u6392\u5e8f\u300d\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084935.png\" alt=\"\" width=\"297\" height=\"372\"\/><\/figure><\/div>\n\n\n\n<p>\u518d\u5c06\u8ba1\u7b97\u597d\u7684\u603b\u548c\uff08\u8bb0\u5f55\u6570\uff09\u62d6\u62fd\u5230\u4e0a\u65b9\u7684\u7b5b\u9009\u5668\u4e2d\uff0c\u70b9\u51fb\u4e0b\u4e00\u6b65\uff0c\u8fdb\u5165\u6392\u5e8f\u8bbe\u5b9a\uff0c\u6211\u4eec\u8bbe\u53f3\u533a\u95f4\u4e3a20:<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084937.png\" data-rel=\"lightbox-image-41\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084937.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u6837\u56fe\u8868\u5c31\u4f1a\u663e\u793a\u4e00\u5171\u524d20\u5217\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u53ef\u4ee5\u5728\u56fe\u8868\u4e2d\u6dfb\u52a0\u5e73\u5747\u503c\uff0c\u4e2d\u4f4d\u6570\u7b49\u8f85\u52a9\u7ebf\u3002<\/p>\n\n\n\n<p>\u5c06\u300c\u8bb0\u5f55\u6570\u300d\u548c\u300c\u4f5c\u8005\u300d\u5206\u522b\u62d6\u62fd\u5230\u5217\u884c\u540e\uff0c\u70b9\u51fb\u5de6\u4fa71\u533a\u7684\u300c\u5206\u6790\u300d\uff0c\u5c06\u5e73\u5747\u7ebf\u62d6\u62fd\u5230\u53f3\u4fa73\u533a\u4e2d\uff0c\u4f1a\u5982\u4e0b\u663e\u793a\uff0c\u5c06\u7ebf\u62d6\u62fd\u5230\u7b2c\u4e00\u4e2a\u5373\u53ef\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084941.gif\" data-rel=\"lightbox-image-42\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084941.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u5982\u679c\u6211\u4eec\u60f3\u5bfc\u51fa\u56fe\u7247\uff0c\u53ef\u4ee5\u5728\u8f6f\u4ef6\u4e0a\u65b9 Tab \u300c\u5de5\u4f5c\u8868\u300d\u4e2d\uff0c\u9009\u62e9\u5bfc\u51fa\u56fe\u50cf\uff0c\u4e0d\u8fc7\u8fd9\u6837\u7684\u51fa\u56fe\u7ecf\u6d4b\u8bd5\u4e0d\u5982\u76f4\u63a5\u7cfb\u7edf\u622a\u56fe\u6e05\u6670\uff1a\uff09<\/p>\n\n\n\n<p>\u6211\u4eec\u4e5f\u53ef\u4ee5\u5c06\u51e0\u5f20\u56fe\u8868\u8fdb\u884c\u300c\u62fc\u76d8\u300d\uff0c\u4e5f\u5c31\u662f\u65b0\u5efa\u300c\u4eea\u8868\u677f\u300d\uff0c\u5728\u90a3\u91cc\u4f60\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u5df2\u7ecf\u751f\u6210\u7684\u56fe\u8868\u8fdb\u884c\u6392\u5e8f\uff0c\u4f4d\u7f6e\u4e0a\u7ec4\u6210\u4efb\u4f55\u4f60\u60f3\u8981\u7684\u6837\u5b50\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u8fd8\u9700\u8981\u6f14\u793a\u4e0e\u4ea4\u4e92\u6548\u679c\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u5c06\u300c\u4eea\u8868\u677f\u300d\u7ec4\u5408\u6210\u300c\u6545\u4e8b\u300d\u3002<\/p>\n\n\n\n<p>\u5176\u4ed6\u7684\u56fe\u8868\u5927\u540c\u5c0f\u5f02\uff0c\u5927\u5bb6\u53ef\u4ee5\u81ea\u884c\u5c1d\u8bd5\u3002<\/p>\n\n\n\n<p>\u4e0b\u9762\u8bb2\u51e0\u4e2a\u6587\u7ae0\u5f00\u5934\u7684\u56fe\u8868\u505a\u6cd5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. tableau \u5b9e\u6218<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">4.1 \u53cc\u5ea6\u91cf\u56fe<\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084943.png\" data-rel=\"lightbox-image-43\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084943.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u4e2a\u56fe\u8868\u4f7f\u7528\u4e86\u76f8\u540c\u7ad6\u8f74\uff08\u4f5c\u8005\uff09\uff0c\u5c06\u70b9\u8d5e\u6570\u548c\u8bc4\u8bba\u6570\u5c55\u793a\u5728\u4e00\u5f20\u56fe\u4e0a\uff0c\u4f18\u52bf\u662f\u4fe1\u606f\u91cf\u6bd4\u4e24\u5f20\u5355\u56fe\u5c55\u793a\u66f4\u5927\u3002<\/p>\n\n\n\n<p>\u5b9e\u73b0\u6548\u679c\u6bd4\u8f83\u7b80\u5355\uff0c\u5206\u522b\u5c06\u5ea6\u91cf\u4e2d\u7684\u70b9\u8d5e\u548c\u8bc4\u8bba\u62d6\u62fd\u52303\u533a\u4e2d\u7684\u5217\u4e0a\u5373\u53ef\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84944.png\" data-rel=\"lightbox-image-44\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84944.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4.2 \u6563\u70b9\u56fe<\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084945.png\" data-rel=\"lightbox-image-45\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084945.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6563\u70b9\u56fe\u7528\u6765\u63a2\u8ba8\u4e24\u4e2a\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff0c\u6bd4\u5982\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u8bc4\u8bba\u548c\u70b9\u8d5e\u6570\u5236\u4f5c\u6563\u70b9\u56fe\uff0c\u627e\u5bfb\u4e8c\u8005\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u4ece\u5ea6\u91cf\u4e2d\u5c06\u8bc4\u8bba\u6570\u4e0e\u70b9\u8d5e\u6570\u5206\u522b\u62d6\u62fd\u52303\u533a\u7684\u884c\/\u5217\u4e2d\uff0c\u7136\u540e\u5728\u53f3\u8fb9\u7684\u667a\u80fd\u63d0\u793a\u8fb9\u9009\u62e9\u6563\u70b9\u56fe\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084946.png\" data-rel=\"lightbox-image-46\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084946.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u73b0\u5728\uff0c\u56fe\u4e0a\u4ec0\u4e48\u90fd\u6ca1\u6709\uff0c\u6211\u4eec\u60f3\u5728\u8868\u4e2d\u76f8<strong>\u663e\u793a\u4f5c\u8005\u4fe1\u606f<\/strong>\uff0c\u5e76\u4e14\u6700\u597d\u80fd\u4ece<strong>\u5f62\u72b6<\/strong>\u4e0a\u770b\u51fa\u4f5c\u8005\u4e0e\u70b9\u8d5e\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5206\u522b\u4ece\u5ea6\u91cf\u4e2d\u62d6\u62fd\u300c\u4f5c\u8005\u300d\u52302\u533a\u7684\u300c\u989c\u8272\u300d\u548c\u300c\u6807\u7b7e\u300d\uff0c\u4e0d\u540c\u4f5c\u8005\u5c31\u4f1a\u7528\u4e0d\u540c\u989c\u8272\u663e\u793a\uff0c\u4e5f\u4f1a\u5728\u56fe\u4e2d\u663e\u793a\u4f5c\u8005\u540d\u3002<\/p>\n\n\n\n<p>\u7136\u540e\uff0c\u518d\u5c06\u5ea6\u91cf\u4e2d\u7684\u300c\u70b9\u8d5e\u300d\u62d6\u62fd\u5230\u300c\u5927\u5c0f\u300d\uff0c\u56fe\u4e2d\u5706\u5708\u7684\u5927\u5c0f\u5c31\u4f1a\u53cd\u5e94\u4f5c\u8005\u6536\u5230\u7684\u70b9\u8d5e\u91cf\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084948.gif\" data-rel=\"lightbox-image-47\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084948.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7136\u540e\uff0c\u6211\u4eec\u60f3\u7814\u7a76\u8bc4\u8bba\u548c\u70b9\u8d5e\u4e4b\u95f4\u7684\u76f8\u5173\u6027\uff0c\u6211\u4eec\u53ef\u4ee5\u57281\u533a\u300c\u5206\u6790\u300d\u4e2d\u5f15\u5165\u300c\u8d8b\u52bf\u7ebf\u300d<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084950.png\" data-rel=\"lightbox-image-48\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084950.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u91cc\u53ef\u4ee5\u770b\u5230\u4e24\u4e2a\u6570\u503c\uff1aR \u5e73\u65b9\u503c\u548c P \u503c\u3002<\/p>\n\n\n\n<p>\u7b80\u5355\u89e3\u91ca\u4e0b\u5b83\u4eec\u7684\u7edf\u8ba1\u5b66\u542b\u4e49\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u663e\u8457\u6027-P\u503c\uff1aP \u503c\u5c0f\u4e8e0.05\u5219\u8868\u793a\u7ed3\u679c\u89e3\u91ca\u4e3a\u663e\u8457\uff0cP \u503c\u8d8a\u5c0f\uff0c\u6a21\u578b\u7684\u663e\u8457\u6027\u5c31\u8d8a\u9ad8\uff0c\u4e24\u4e2a\u53d8\u91cf\u7684\u76f8\u5173\u6027\u8d8a\u9ad8<\/li><li>\u663e\u8457\u6027-\u63cf\u8ff0\u6a21\u578b- R\u5e73\u65b9\uff1a\u4e3a\u6a21\u578b\u89e3\u91ca\u7684\u6570\u636e\u4e2d\u7684\u65b9\u5dee\u4e0e\u6570\u636e\u4e2d\u7684\u603b\u65b9\u5dee\u7684\u6bd4\u7387\uff0c\u8fdb\u884c\u7ebf\u6027\u56de\u5f52\u65f6\uff0cR^2\u4ecb\u4e8e0~1\u4e4b\u95f4\uff0c\u8d8a\u63a5\u8fd11\uff0c\u56de\u5f52\u62df\u5408\u6548\u679c\u8d8a\u597d\uff0c\u4e00\u822c\u8ba4\u4e3a\u8d85\u8fc70.8\u7684\u6a21\u578b\u62df\u5408\u4f18\u5ea6\u6bd4\u8f83\u9ad8<\/li><\/ul>\n\n\n\n<p>\u8fd9\u91cc P \u503c\u8f83\u5c0f\uff0c\u76f8\u5173\u6027\u6a21\u578b\u6bd4\u8f83\u663e\u8457\uff0c\u6a21\u578b\u62df\u5408\u6548\u679c\u4e5f\u8fd8\u53ef\u4ee5\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\uff0c\u4e00\u7bc7\u6587\u7ae0\u70b9\u8d5e\u591a\uff0c\u8bc4\u8bba\u4e5f\u53ef\u80fd\u8d8a\u591a\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4.3 \u540c\u8f74\u663e\u793a\u67f1\u5f62\u56fe\u548c\u6298\u7ebf\u56fe<\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084953.png\" data-rel=\"lightbox-image-49\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084953.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8be5\u56fe\u8868\u4e00\u822c\u7528\u67f1\u5f62\u56fe\u5c55\u793a\u67d0\u53d8\u91cf\u6570\u91cf\u4e0a\u7684\u53d8\u5316\uff0c\u7528\u6298\u7ebf\u56fe\u5c55\u793a\u6570\u91cf\u589e\u957f\u6216\u964d\u4f4e\u7684\u5e45\u5ea6\uff0c\u5373\u53d8\u5316\u8d8b\u52bf\u3002<\/p>\n\n\n\n<p>\u8fd9\u5f20\u56fe\uff0c\u6211\u4eec\u9700\u8981\u7528\u5230\u7684\u6570\u636e\u662f\u300c\u53d1\u6587\u65e5\u671f\u300d\u548c\u300c\u8bb0\u5f55\u6570\u300d\uff0c\u4e5f\u5c31\u662f\u6587\u7ae0\u6570\u3002<\/p>\n\n\n\n<p>\u7531\u4e8e\u6211\u4eec\u6570\u636e\u91c7\u96c6\u5468\u671f\u662f\u4ece2017\u5e743\u670827\u65e5\u52302019\u5e744\u670823\u65e5\uff0c\u4e3a\u4e86\u6570\u636e\u7684\u5b8c\u6574\u4e0e\u5ba2\u89c2\u6027\uff0c\u6211\u4eec\u9009\u62e92017\u5e744\u6708\u521d\u52302019\u5e743\u6708\u5e95\u5b8c\u6574\u4e24\u5e74\u65f6\u95f4\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5148\u7b5b\u9009\u65f6\u95f4\uff0c\u5c06\u65e5\u671f\u62d6\u62fd\u52302\u533a\u7684\u7b5b\u9009\u5668\u4e2d\uff0c\u9009\u62e9\u300c\u65e5\u671f\u8303\u56f4\u300d\uff0c\u5e76\u9009\u62e9\u6211\u4eec\u60f3\u8981\u7684\u533a\u95f4\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084955.png\" data-rel=\"lightbox-image-50\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084955.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7136\u540e\u5c061\u533a\u7ef4\u5ea6\u4e2d\u7684\u300c\u65e5\u671f\u300d\u62d6\u62fd\u5230\u5217\uff0c\u5e76\u4e14\u70b9\u51fb\u5217\u4e0a\u7684\u65e5\u671f\uff0c\u8ba9\u5b83\u6309\u6708\u663e\u793a\u6570\u636e\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84956.png\" data-rel=\"lightbox-image-51\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-84956.png\" alt=\"\" width=\"90\" height=\"311\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6211\u4eec\u5c06\u8bb0\u5f55\u6570\u62d6\u62fd\u52303\u533a\u7684\u884c\u4e2d\uff0c\u67f1\u5f62\u56fe\u5c31\u51fa\u6765\u4e86\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084956.png\" data-rel=\"lightbox-image-52\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084956.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7136\u540e\u6211\u4eec\u5236\u4f5c\u6298\u7ebf\u56fe\u3002<\/p>\n\n\n\n<p>\u5c06\u8bb0\u5f55\u6570\u62d6\u62fd\u52302\u533a\u7684\u6807\u8bb0\u4e2d\uff0c\u9009\u62e9\u300c\u5feb\u901f\u8868\u8ba1\u7b97\u300d\u4e2d\u7684\u300c\u767e\u5206\u6bd4\u5dee\u5f02\u300d\uff0c\u6765\u8ba1\u7b97\u5404\u4e2a\u6708\u4efd\u4e4b\u95f4\u7684\u76f8\u5bf9\u767e\u5206\u6bd4\u5dee\u5f02\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084958.png\" data-rel=\"lightbox-image-53\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-084958.png\" alt=\"\" width=\"157\" height=\"319\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u7136\u540e\u5c06\u5176\u62d6\u62fd\u52303\u533a\u884c\u4e0a\uff0c\u5e76\u5c06\u5176\u5bf9\u5e94\u6807\u8bb0\u9009\u62e9\u4e3a\u7ebf\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085000.gif\" data-rel=\"lightbox-image-54\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085000.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u4e4b\u540e\uff0c\u6211\u4eec\u9700\u8981\u5408\u5e76\u4e24\u4e2a\u5750\u6807\u8f74\uff0c\u9009\u62e9\u884c\u4e0a\u6700\u53f3\u8fb9\u7684\u603b\u548c\uff08\u8bb0\u5f55\u6570\uff09\uff08\u4e09\u89d2\uff09\uff0c\u53f3\u952e\u4e0b\u62c9\u83dc\u5355\u9009\u62e9\u53cc\u8f74\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085005.png\" data-rel=\"lightbox-image-55\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085005.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u56fe\u4e0b\u65b9\u663e\u793a null \u503c\uff0c\u6211\u4eec\u70b9\u51fb\u5b83\uff0c\u9009\u62e9\u4ece\u300c\u9ed8\u8ba4\u4f4d\u7f6e\u663e\u793a\u6570\u636e\u300d\u5373\u53ef\u3002<\/p>\n\n\n\n<p>\u989c\u8272\u4e5f\u9700\u8981\u518d\u5904\u7406\u4e0b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085007.png\" data-rel=\"lightbox-image-56\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085007.png\" alt=\"\" width=\"234\" height=\"429\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u5728\u56fe\u4e2d\u6240\u793a\u67f1\u72b6\u56fe\u4e2d\u6539\u53d8\u67f1\u72b6\u6761\u989c\u8272\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085009.gif\" data-rel=\"lightbox-image-57\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085009.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4.4 \u5806\u53e0\u56fe<\/h4>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085010.gif\" data-rel=\"lightbox-image-58\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085010.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u5728 Matrix \u53d1\u8868\u7684\u6587\u7ae0\uff0c\u90fd\u6709\u591a\u5c11\u4e0a\u8fc7\u9996\u9875\uff1f<\/p>\n\n\n\n<p>\u7406\u8bba\u4e0a\u6765\u8bf4\uff0c\u7f51\u9875\u5e76\u6ca1\u76f4\u63a5\u63d0\u4f9b\u8fd9\u6837\u7684\u6570\u636e\uff0c\u8fd9\u91cc\u6211\u6839\u636e\u70b9\u8d5e\u91cf\u505a\u4e00\u4e2a\u7b80\u5355\u731c\u6d4b\uff1a<strong>\u70b9\u8d5e\u91cf50\u4ee5\u4e0a\u7684\u6587\u7ae0\uff0c\u5c31\u8ba4\u4e3a\u5b83\u4e0a\u8fc7\u9996\u9875<\/strong>\uff0c\u4f46\u8fd9\u6837\u6709\u4e9b\u6b66\u65ad\uff0c\u56e0\u4e3a\u786e\u5b9e\u5b58\u5728\u4e0a\u9996\u9875\u540e\u4e0d\u8d85\u8fc750\u8d5e\u7684\u6587\u7ae0\uff0c\u8fd9\u6837\u7684\u7ed3\u679c\u662f\uff0c<strong>\u56fe\u4e0a\u663e\u793a\u7684\u4e0a\u8fc7\u9996\u9875\u6587\u7ae0\u53ef\u80fd\u4f1a\u6bd4\u5b9e\u9645\u503c\u4f4e<\/strong>\u3002<\/p>\n\n\n\n<p>\u65f6\u95f4\u4e0a\uff0c\u6211\u4eec\u9009\u62e92018\u5e74\u5168\u5e74\uff0c\u6570\u636e\u6700\u4e3a\u5b8c\u6574\u3002<\/p>\n\n\n\n<p>\u7b5b\u9009\u5668\u9009\u62e9\u5e74\u4efd\u4e3a2018\uff0c\u7136\u540e\u5206\u522b\u5c06\u300c\u53d1\u6587\u65f6\u95f4\u300d\u548c\u8bb0\u5f55\u6570\u62d6\u62fd\u5230\u5217\u548c\u884c\uff0c\u53d1\u6587\u65f6\u95f4\u9009\u62e9\u6309\u300c\u6708\u300d\u5c55\u793a\uff0c\u6807\u8bb0\u5904\u6539\u4e3a\u6761\u5f62\u56fe\u663e\u793a\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085013.png\" data-rel=\"lightbox-image-59\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085013.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u65f6\u6211\u4eec\u9700\u8981\u89e3\u51b3\u4e00\u4e2a\u95ee\u9898\uff1a\u5c06\u6240\u6709\u7684\u8bb0\u5f55\u6570\uff08\u6587\u7ae0\uff09\u6839\u636e\u70b9\u8d5e\u65700-50\u548c50\u4ee5\u4e0a\u8fdb\u884c\u5206\u7ec4\uff0c\u624d\u80fd\u5f97\u5230\u5806\u53e0\u56fe\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>0-50\u70b9\u8d5e\u6587\u7ae0<\/li><li>50\u70b9\u8d5e\u4ee5\u4e0a\u6587\u7ae0<\/li><\/ul>\n\n\n\n<p>\u6211\u4eec\u9700\u8981\u7528\u5230 Tableau \u4e2d\u7684\u5206\u7ec4\u529f\u80fd\uff0c\u9009\u62e9\u5ea6\u91cf\u4e2d\u300c\u70b9\u8d5e\u300d\u53f3\u952e\u521b\u5efa\u300c\u7ec4\u300d<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-85014.png\" data-rel=\"lightbox-image-60\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-85014.png\" alt=\"\" width=\"222\" height=\"235\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u591a\u9009\uff080-50\uff09\u548c\uff0851\u5230\u6700\u540e\uff09\u5e76\u8fdb\u884c\u5206\u7ec4\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085015.gif\" data-rel=\"lightbox-image-61\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085015.gif\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u5206\u597d\u4e24\u7ec4\u4e4b\u540e\uff0c\u7ef4\u5ea6\u51fa\u73b0\u4e86\u65b0\u7684like\uff08\u7ec4\uff091\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085018.png\" data-rel=\"lightbox-image-62\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085018.png\" alt=\"\" width=\"296\" height=\"305\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u6211\u4eec\u5c06like\uff08\u7ec4\uff091\u76f4\u63a5\u62d6\u62fd\u52302\u533a\u6807\u8bb0\u4e2d\u7684\u300c\u989c\u8272\u300d\u4e2d\uff0c\u5806\u53e0\u56fe\u5c31\u505a\u597d\u4e86\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085021.png\" data-rel=\"lightbox-image-63\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085021.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4.5 \u8bcd\u4e91\u56fe<\/h4>\n\n\n\n<p>\u6700\u540e\u8bf4\u4e0b\u8bcd\u4e91\u56fe\u7684\u5236\u4f5c\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<p>\u8bcd\u4e91\u56fe\u4e2d<strong>\u5404\u4e2a\u8bcd\u4e00\u822c\u4f1a\u5bf9\u5e94\u67d0\u6570\u503c\uff0c\u6570\u503c\u8d8a\u5927\uff0c\u8bcd\u5b57\u4f53\u8d8a\u5927<\/strong>\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u60f3\u5236\u4f5c\u4e00\u4e2a\u6839\u636e\u70b9\u8d5e\u91cf\u663e\u793a\u4f5c\u8005\u540d\u5b57\u7684\u8bcd\u4e91\u56fe\uff0c\u6211\u4eec\u5206\u522b\u5c06\u300c\u70b9\u8d5e\u300d\u5ea6\u91cf\u548c\u300c\u4f5c\u8005\u300d\u7ef4\u5ea6\u62d6\u62fd\u5230\u884c\u5217\u3002<\/p>\n\n\n\n<p>\u7136\u540e\u5728\u667a\u80fd\u63d0\u793a\u4e2d\u9009\u62e9\u586b\u5145\u6c14\u6ce1\u56fe\u3002<\/p>\n\n\n\n<p>\u6700\u540e\u57282\u533a\u4e2d\u5c06\u6807\u8bb0\u6539\u4e3a\u6587\u672c\u5373\u53ef\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085028.png\" data-rel=\"lightbox-image-64\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085028.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u53ef\u89c6\u5316\u6559\u7a0b\u603b\u7ed3<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4f4e\u95e8\u69db Workflow<\/h3>\n\n\n\n<p>\u672c\u6587\u7684\u521d\u8877\uff0c\u662f\u5e0c\u671b<strong>\u901a\u8fc7\u5b9e\u8df5\u5efa\u7acb\u8d77\u4e00\u4e2a\u7b80\u5355\u7684\u6570\u636e\u53ef\u89c6\u5316 Workflow\u3002<\/strong>\u56e0\u4e3a\u5728\u6211\u770b\u6765\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5e94\u8be5\u5177\u6709\u9009\u62e9\u5de5\u5177\u7684\u6743\u5229\u4e0e\u80fd\u529b\uff0c\u6765\u7a81\u7834\u9694\u884c\u5982\u9694\u5c71\u7684\u4e13\u4e1a\u6027\u300c\u4ee3\u6c9f\u300d\uff0c\u589e\u5f3a\u81ea\u5df1\u7684\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n<p>\u5c31\u7b97\u5728\u5c11\u6570\u6d3e\u8fd9\u6837\u91cd\u5b9e\u64cd\uff0c\u8f83\u6781\u5ba2\u7684\u5e73\u53f0\uff0c\u5bf9\u5927\u90e8\u5206\u4eba\u6765\u8bf4\uff0c\u7f16\u7a0b\u8fd8\u662f\u6709\u95e8\u69db\uff0c<\/p>\n\n\n\n<p>\u4efb\u4f55\u4e00\u4ef6\u4e8b\u90fd\u6709\u95e8\u69db\uff0c\u4f46\u6211\u4eec\u80fd\u505a\u7684\uff0c\u5c31\u662f\u4e0d\u65ad\u628a\u8fd9\u4e2a\u95e8\u69db\u964d\u4f4e\uff0c\u8ba9\u66f4\u591a\u7684\u4eba\u611f\u53d7\u300cdata is beautiful\u300d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5de5\u5177\u6f5c\u529b\u672a\u88ab\u5b8c\u5168\u6316\u6398<\/h3>\n\n\n\n<p>\u7bc7\u5e45\u6709\u9650\uff0c\u672c\u6587\u5bf9\u5de5\u5177\u7684\u4ecb\u7ecd\u5e76\u4e0d\u5168\u9762\uff0c\u4e5f\u5c31\u662f\u8bf4\u5b83\u4eec\u8fd8\u53ef\u4ee5\u8fbe\u5230\u66f4\u9ad8\u7684\u6c34\u5e73\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\u6211\u4eec\u60f3\u8981\u5bf9 Matrix \u6587\u7ae0\u7684\u8c03\u6027\u505a\u4e00\u4e2a\u6570\u636e\u5206\u6790\uff0c\u5176\u5b9e Web Scraper \u8fd8\u53ef\u4ee5\u81ea\u52a8\u6293\u53d6\u8df3\u8f6c\u94fe\u63a5\u540e\u7684\u6570\u636e\uff0c\u4e5f\u5c31\u53ef\u4ee5\u901a\u8fc7 Web Scraper \u8df3\u8f6c\u6587\u7ae0\u6807\u9898\u94fe\u63a5\uff0c\u62ff\u5230\u6587\u7ae0\u9875\u9762\u4e2d\u300c\u6807\u7b7e\u300d\u8fd9\u4e00\u7ef4\u5ea6\u7684\u6570\u636e\uff0c\u4ece\u800c\u5206\u6790\u51fa\u4f5c\u8005\u90fd\u7231\u5199\u54ea\u4e9b\u7c7b\u578b\u6587\u7ae0\uff0c\u8bfb\u8005\u53c8\u90fd\u66f4\u504f\u7231\u54ea\u4e9b\u7c7b\u578b\u6587\u7ae0\u7b49\u3002<\/p>\n\n\n\n<p>\u518d\u6bd4\u5982\u6211\u4eec\u53ef\u4ee5\u8ba9 Web Scraper \u8df3\u8f6c\u4f5c\u8005\u9875\u9762\uff0c\u62ff\u5230\u4f5c\u8005\u7684\u603b\u5199\u4f5c\u5b57\u6570\uff0c\u8fd9\u4e2a\u65f6\u5019\u5c31\u53ef\u4ee5\u914d\u5408 Tableau \u7684\u53c2\u6570\u5316<strong>\u8ba1\u7b97\u5b57\u6bb5<\/strong>\uff0c\u627e\u5230\u4e00\u4e9b\u65b0\u89d2\u5ea6\uff0c\u6bd4\u5982\u8ba1\u7b97<strong>\u70b9\u8d5e\u6570\/\u5199\u4f5c\u5b57\u6570<\/strong>\uff0c\u5c31\u53ef\u4ee5\u770b\u51fa\u4f5c\u8005\u9a7e\u9a6d\u6587\u5b57\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u8fd9\u6837\u7684\u89d2\u5ea6\u8fd8\u6709\u5f88\u591a\uff0c\u7b49\u7740\u4f60\u53bb\u6316\u6398\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u5de5\u5177\u7684\u5c40\u9650\u6027<\/h3>\n\n\n\n<p>\u518d\u597d\u7528\u7684\u5de5\u5177\u4e5f\u6709\u81ea\u5df1\u7684\u5c40\u9650\u3002<\/p>\n\n\n\n<p>\u76f8\u6bd4\u4e8e Python\u3001D3\u3001R\u3001Echart \u8fd9\u4e9b\u300c\u6b63\u7edf\u300d\u6570\u636e\u5904\u7406\u8bed\u8a00\u6765\u8bf4\uff0cWeb Scraper \u9996\u5148<strong>\u7f3a\u5c11\u5b9e\u65f6\u6027<\/strong>\uff0c\u4e5f\u5c31\u662f\u8bf4\u5b83\u4e0d\u80fd\u6bcf\u65f6\u6bcf\u523b\u76d1\u63a7\u7f51\u9875\u4e0a\u7684\u6570\u636e\u53d8\u52a8\uff0c\u6bcf\u6b21\u722c\u53d6\u6570\u636e\u90fd\u8981\u624b\u52a8\u5f00\u59cb\uff0c\u4e5f\u4e0d\u80fd\u63d0\u524d\u5b9a\u65f6\uff0c<strong>\u81ea\u52a8\u5316\u6c34\u5e73\u4e0d\u9ad8<\/strong>\uff0c\u800c\u4e14\u6570\u636e\u91c7\u96c6\u8981\u5728 Chrome \u4e2d\u6a21\u62df\u7ffb\u9875\uff0c\u70b9\u51fb\uff0c<strong>\u8017\u65f6\u8f83\u957f<\/strong>\u3002\u800c\u4e14 Web Scraper \u548c Tableau \u90fd\u6709\u4e00\u5b9a\u7684<strong>\u6027\u80fd\u74f6\u9888<\/strong>\uff0c\u5f53\u9700\u8981\u5904\u7406\u7684\u662f\u767e\u4e07\uff0c\u5343\u4e07\u7ea7\u522b\u7684\u6570\u636e\u65f6\uff0c\u8f6f\u4ef6\u7684\u54cd\u5e94\u901f\u5ea6\u8fdc\u8fdc\u4e0d\u5982\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u8bf4\uff0c\u5de5\u5177\u7684\u51fa\u73b0\u5e76\u4e0d\u610f\u5473\u7f16\u7a0b\u8fc7\u65f6\u4e86\uff0c\u53ea\u662f\u8fd9\u4e9b\u5de5\u5177\u4e5f\u80fd\u8ba9\u666e\u901a\u4eba\u4e0a\u624b\u4e00\u4e9b<strong>\u8f7b\u573a\u666f<\/strong>\u7684\u6570\u636e\u5206\u6790\uff0c\u6bd4\u5982\u505a\u65b0\u5a92\u4f53\uff0c\u9700\u8981\u5206\u6790\u7ade\u54c1\u7f51\u7ad9\uff0c\u8fd9\u4e2a\u65f6\u5019\u5de5\u5177\u7684\u4f18\u52bf\u5c31\u4f53\u73b0\u51fa\u6765\u4e86\uff0c\u4ece\u6570\u636e\u91c7\u96c6\u5230\u5206\u6790\uff0c\u90fd\u4e0d\u592a\u9700\u8981\u8fc7\u591a\u7684\u7f16\u7a0b\u77e5\u8bc6\u3002<\/p>\n\n\n\n<p>\u800c\u5bf9\u4e8e\u90a3\u4e9b\u6570\u636e\u91cf\u7ea7\u5de8\u5927\uff0c\u7f51\u9875\u722c\u53d6\u4e0d\u4fbf\uff0c\u4e14\u5bf9\u53ef\u89c6\u5316\u51fa\u56fe\u6837\u5f0f\u8981\u6c42\u8f83\u9ad8\u7684<strong>\u91cd\u573a\u666f<\/strong>\u6570\u636e\u5206\u6790\u6765\u8bf4\uff0c\u7f16\u7a0b\u5de5\u5177\u4f1a\u66f4\u5408\u9002\u3002<\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u7b80\u5355\u8c08\u4e0b\u6211\u5bf9\u6570\u636e\u53ef\u89c6\u5316\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u5fae\u8c08\u6570\u636e\u53ef\u89c6\u5316<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6570\u636e\u53ef\u89c6\u5316\u7684\u672c\u8d28<\/h3>\n\n\n\n<p>\u6570\u636e\u53ef\u89c6\u5316\u6709\u7740\u7edf\u8ba1\u5b66\u6e0a\u6e90\uff0c\u4f46\u5e76\u4e0d\u662f\u53ea\u6709\u4e25\u683c\u610f\u4e49\u4e0a\u7684\u4f20\u7edf\u56fe\u8868\u624d\u79f0\u5f97\u4e0a\u53ef\u89c6\u5316\u3002\u4e0d\u7ba1\u662f\u6211\u4eec\u6f14\u793a\u7528\u7684\u56fe\u4f8b\uff0c\u8fd8\u662f\u57fa\u4e8e\u6c14\u8c61\u6a21\u578b\u7684 R \u8bed\u8a00\u7684\u4e13\u4e1a\u6570\u636e\u5206\u6790\uff0c\u6216\u662f\u597d\u5947\u5fc3\u65e5\u62a5\u7684\u300c\u597d\u5947\u5fc3\u5c0f\u6570\u636e\u300d\u8fd9\u6837\u7684\u6570\u636e\u65b0\u95fb\uff0c\u5176\u5b9e\u90fd\u7b97\u662f\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n<p>\u90a3\u53ef\u89c6\u5316\u7684\u672c\u8d28\u662f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>\u5728\u77e5\u540d\u53ef\u89c6\u5316\u4f5c\u8005 <a href=\"https:\/\/book.douban.com\/search\/Nathan%20Yau\">Nathan Yau<\/a> \u770b\u6765\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u6211\u4eec\u624b\u5934\u7684\u5927\u5806\u6570\u636e\u53cd\u6620\u4e86\u771f\u5b9e\u7684\u4e16\u754c\uff0c\u7136\u540e\u6211\u4eec\u5bf9\u5b83\u4eec\u8fdb\u884c\u5206\u6790\uff0c\u5f97\u5230\u7684\u4e0d\u53ea\u662f\u89c6\u6570\u636e\u7684\u5173\u8054\u6027\uff0c\u6211\u4eec\u8fd8\u80fd\u4e86\u89e3\u5230\u8eab\u8fb9\u6b63\u5728\u53d1\u751f\u4ec0\u4e48\u3002\u8fd9\u4e9b\u6545\u4e8b\u53cd\u8fc7\u6765\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u771f\u5b9e\u4e16\u754c\u4e2d\u5b58\u5728\u7684\u95ee\u9898\uff0c\u4f8b\u5982\u964d\u4f4e\u72af\u7f6a\u7387\u3001\u63d0\u9ad8\u536b\u751f\u610f\u8bc6\u3001\u6539\u5584\u9ad8\u901f\u4e0a\u7684\u4ea4\u901a\u72b6\u51b5\uff0c\u6216\u8005\u53ea\u662f\u589e\u957f\u6211\u4eec\u7684\u89c1\u8bc6\u3002<\/p><\/blockquote>\n\n\n\n<p>\u6570\u636e\u53ef\u89c6\u5316\u7684\u672c\u8d28\u662f<strong>\u5bfb\u6c42\u771f\u76f8<\/strong>\uff0c\u900f\u8fc7\u6570\u636e\u2014\u2014\u4e16\u754c\u7684\u771f\u5b9e\u53cd\u5e94\uff0c\u6765\u627e\u5bfb\u5404\u79cd\u4e8b\u4ef6\u95f4\u7684\u76f8\u5173\u6027\u4e0e\u4e8b\u60c5\u53d1\u5c55\u7684\u8d8b\u52bf\uff0c\u4ece\u800c\u627e\u5230\u4e00\u4e9b\u95ee\u9898\uff0c\u7136\u540e\u6211\u4eec\u624d\u4f1a\u60f3\u65b9\u8bbe\u6cd5\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u8ba9\u8fd9\u4e2a\u4e16\u754c\u53d8\u5f97\u66f4\u597d\u3002<\/p>\n\n\n\n<p>\u5bfb\u627e\u95ee\u9898\uff0c\u89e3\u51b3\u95ee\u9898\uff0c\u628a\u4f60\u7684\u60f3\u6cd5\u901a\u8fc7\u56fe\u8868\u987a\u7545\u7684\u4f20\u8fbe\u7ed9\u8bfb\u8005\uff0c\u6211\u8ba4\u4e3a\u8fd9\u5c31\u662f\u6570\u636e\u53ef\u89c6\u5316\u7684\u7b2c\u4e00\u8981\u4e49\u3002<\/p>\n\n\n\n<p>\u4ece\u672c\u6587\u524d\u51e0\u7ae0\u7684\u5de5\u5177\u6559\u7a0b\u53ef\u4ee5\u770b\u51fa\uff0c\u5de5\u5177\u7684\u4e0a\u624b\u96be\u5ea6\u5e76\u4e0d\u9ad8\uff0c\u4f46\u662f\u5982\u4f55\u7740\u624b\u505a\u597d\u6570\u636e\u53ef\u89c6\u5316\u5374\u5f88\u96be\uff0c\u6362\u53e5\u8bdd\u8bf4\uff0c\u53ef\u89c6\u5316\u7684\u300c\u672f\u300d\u5f88\u7b80\u5355\uff0c\u300c\u9053\u300d\u5374\u5f88\u96be\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u300c\u9053\u300d\u5373\u662f\u95ee\u9898<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u56fe\u7247\u6700\u4f1f\u5927\u7684\u4ef7\u503c\u5728\u4e8e\u5b83\u8feb\u4f7f\u6211\u4eec\u6ce8\u610f\u5230\u4ece\u672a\u9884\u89c1\u5230\u7684\u4e8b\u7269\u3002\u2014\u2014\u7ea6\u7ff0\u00b7\u56fe\u57fa<\/p><\/blockquote>\n\n\n\n<p>\u5f53\u6211\u7740\u624b\u5bf9 Matrix \u7684\u6587\u7ae0\u53ef\u89c6\u5316\u65f6\uff0c\u6211\u9700\u8981\u901a\u8fc7\u4e0d\u65ad<strong>\u8bbe\u95ee<\/strong>\u6765\u63a8\u8fdb\u53ef\u89c6\u5316\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\u6211\u53ef\u4ee5\u62ff\u5230\u4ec0\u4e48\u6570\u636e\uff1f<\/li><li>\u6211\u60f3\u4e86\u89e3\u6570\u636e\u7684\u54ea\u4e9b\u70b9\uff1f<\/li><li>\u6570\u636e\u80cc\u540e\u7684\u95ee\u9898\u662f\u4ec0\u4e48\uff1f\u6211\u5bf9\u54ea\u4e9b\u95ee\u9898\u6709\u7591\u95ee\uff1f<\/li><li>\u9009\u62e9\u54ea\u4e9b\u5408\u9002\u7684\u56fe\u8868\uff1f<\/li><\/ol>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085032.png\" data-rel=\"lightbox-image-65\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085032.png\" alt=\"\"\/><\/a><figcaption>\u6765\u6e90\uff1a\u300a\u6570\u636e\u4e4b\u7f8e\u300b<\/figcaption><\/figure>\n\n\n\n<p><strong>\u6211\u7684\u56de\u7b54<\/strong>\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\u6587\u7ae0\u6807\u9898\u3001\u4f5c\u8005\u3001\u70b9\u8d5e\u3001\u8bc4\u8bba\u3001\u53d1\u5e03\u65e5\u671f<\/li><li>\u6700\u597d\u7684\u662f\u8c01\uff1f\u52e4\u52c9\uff08\u53d1\u6587\u6570\uff09\u3001\u53d7\u6b22\u8fce\uff08\u70b9\u8d5e\uff09\u7b49\u5404\u79cd\u6392\u540d\uff0c\u65f6\u95f4\u7684\u53d8\u5316\u5462\uff1f<\/li><li>\u5148\u4ece\u6574\u4f53\u770b\u6570\u636e\uff0c\u7136\u540e\u653e\u5927\u5230\u5177\u4f53\u7684\u5206\u7c7b\u548c\u72ec\u7acb\u7684\u6570\u636e\u70b9\uff0c\u54ea\u91cc\u589e\u52a0\u3001\u51cf\u5c11\u3001\u79bb\u7fa4\u503c\uff0c\u6570\u636e\u4e2d\u7684\u5dee\u5f02\u4e0e\u968f\u673a\u6027\u76f8\u6bd4\u662f\u600e\u6837\u7684\uff1f<\/li><li>\u67f1\u5f62\u56fe\uff08\u6392\u540d\uff09\u3001\u6298\u7ebf\u56fe\uff08\u589e\u957f\u7387\uff09\u3001\u5806\u53e0\u56fe\/\u997c\u56fe\uff08\u9996\u9875\u6bd4\u4f8b\uff09\u7b49<\/li><\/ol>\n\n\n\n<p>\u5f53\u7136\uff0c\u5728\u53ef\u89c6\u5316\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4f60\u6700\u597d\u56f4\u7ed5\u4e00\u4e2a\u6838\u5fc3\u95ee\u9898\u51fa\u53d1\uff0c\u6709\u65f6\u6838\u5fc3\u95ee\u9898\u6765\u6e90\u4e8e\u4f60\u7684\u6838\u5fc3\u9700\u6c42\uff0c\u6bd4\u5982\u5bf9\u4e8e Matrix\uff0c<strong>\u6211\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff1a\u5982\u4f55\u5199\u4e00\u7bc7\u53d7\u5927\u5bb6\u6b22\u8fce\u7684\u6587\u7ae0\uff1f<\/strong><\/p>\n\n\n\n<p>\u8fd9\u4e2a\u95ee\u9898\u5e26\u5230\u6570\u636e\u89e3\u8bfb\u4e2d\uff0c\u53c8\u53ef\u4ee5\u8f6c\u6362\u6210\uff1a<strong>\u4ec0\u4e48\u6837\u7684\u6587\u7ae0\u6700\u53d7\u5927\u5bb6\u6b22\u8fce\uff1f<\/strong><\/p>\n\n\n\n<p>\u6211\u4eec\u518d\u56de\u987e\u4e0b\u5355\u7bc7\u6700\u53d7\u6b22\u8fce\u6587\u7ae0\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085034.png\" data-rel=\"lightbox-image-66\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085034.png\" alt=\"\"\/><\/a><figcaption>\u6307\u5357\u3001\u6559\u7a0b\u7c7b\u6587\u7ae0\u699c\u4e0a\u6709\u540d<\/figcaption><\/figure>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u6700\u53d7\u5927\u5bb6\u6b22\u8fce\u7684\u6587\u7ae0<strong>\u9ad8\u5ea6\u96c6\u4e2d\u5728\u300c\u6307\u5357\u300d\u3001\u300c\u6559\u7a0b\u300d<\/strong>\u4e2d\uff0c\u4e00\u65b9\u9762\u8fd9\u8bf4\u660e\u5c11\u6570\u6d3e\u7684\u8bfb\u8005\u90fd\u6709\u5f88\u5f3a\u7684\u5b66\u4e60\u6b32\u671b\uff0c\u4ece\u800c\u5bf9\u6559\u7a0b\u7c7b\u6587\u7ae0\u66f4\u611f\u5174\u8da3\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u5927\u5bb6\u9001\u51fa\u7684\u300c\u8d5e\u300d\u5728\u8fd9\u4e9b\u6587\u7ae0\u4e2d\u66f4\u50cf\u662f\u300c\u6536\u85cf\u300d\uff0c\u5373\u67d0\u79cd\u6807\u8bb0\uff0c\u4ece\u800c\u53ef\u4ee5\u5728\u9700\u8981\u7684\u65f6\u5019\u627e\u51fa\u6765\u518d\u770b\u4e00\u904d\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u8bf4\u53e5\u9898\u5916\u8bdd\uff0c\u5f88\u591a\u4e92\u8054\u7f51\u4ea7\u54c1\uff0c\u90fd\u4f1a\u5c06\u300c\u559c\u6b22\u300d\u3001\u300c\u8d5e\u300d\u4e0e\u300c\u6536\u85cf\u300d\u8054\u7cfb\u5728\u4e00\u8d77\uff0c\u4f1a\u66f4\u7b26\u5408\u4e00\u4e9b\u7528\u6237\u7684\u4f7f\u7528\u4e60\u60ef\u3002\uff08\u6211\u4e2a\u4eba\u5c31\u662f\u628a\u8d5e\u5f53\u6536\u85cf\u7528\uff09<\/p>\n\n\n\n<p>\u6bd4\u5982\u7b2c\u4e09\u65b9\u5fae\u535a\u5ba2\u6237\u7aef\uff0c\u58a8\u5ba2\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085036.jpg\" data-rel=\"lightbox-image-67\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085036.jpg\" alt=\"\" width=\"750\" height=\"1334\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u73b0\u5728\u8bf4\u56de\u6765\uff0c\u5982\u679c\u4f60\u60f3\u5f00\u59cb\u53ef\u89c6\u5316\u4e4b\u65c5\uff0c\u6700\u597d\u5bf9\u5df2\u7ecf\u91c7\u96c6\u5230\u7684\u6570\u636e\u62b1\u6709\u4e00\u4e2a\u6838\u5fc3\u9700\u6c42\uff08\u4f60\u5230\u5e95\u60f3\u83b7\u5f97\u4ec0\u4e48\uff09\uff0c\u8fd9\u4e2a\u6838\u5fc3\u9700\u6c42\u4f1a\u6fc0\u53d1\u4f60\u5728\u9605\u8bfb\u6570\u636e\u65f6\u627e\u5230\u6838\u5fc3\u95ee\u9898\uff0c\u4ece\u800c\u53c8\u80fd\u627e\u51fa\u66f4\u591a\u5c0f\u95ee\u9898\uff0c\u8fd9\u6837\uff0c \u4f60\u7684\u53ef\u89c6\u5316\u4e4b\u65c5\u5c31\u4f1a\u81ea\u9a71\u52a8\u5411\u524d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u4f60\u4e0d\u4e00\u5b9a\u9700\u8981\u70ab\u9177\u56fe\u8868<\/h3>\n\n\n\n<p>\u6709\u65f6\u6211\u4eec\u4f1a\u89c1\u5230\u4e00\u4e9b\u70ab\u9177\u7684\u56fe\u8868\uff0c\u6bd4\u5982\u6851\u845a\u56fe\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085037.png\" data-rel=\"lightbox-image-68\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085037.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd8\u6709\u8fd9\u6837\u7684\uff1a\uff08\u6211\u4e0d\u77e5\u9053\u540d\u5b57\uff09<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085039.png\" data-rel=\"lightbox-image-69\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085039.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u5b83\u4eec\u7684\u5171\u540c\u4e4b\u5904\u5728\u4e8e\u751f\u6d3b\u4e2d\u90fd\u6bd4\u8f83\u5c11\u89c1\uff0c\u4eba\u4eec\u770b\u5b8c\u89c9\u5f97\u8033\u76ee\u4e00\u65b0\uff0c\u611f\u89c9\u5f88\u70ab\u9177\u3002\u4f46\u6211\u63a8\u8350\u5927\u5bb6\u8c28\u614e\u4f7f\u7528\u8fd9\u6837\u7684\u56fe\u8868\uff0c\u56e0\u4e3a\u5b83\u4eec\u8fc7\u4e8e\u590d\u6742\u4e86\uff0c\u53ef\u8bfb\u6027\u5927\u6253\u6298\u6263\uff0c\u56fe\u4e0a\u7684\u89c6\u89c9\u56e0\u7d20\u76d6\u8fc7\u4e86\u4f60\u672c\u60f3\u8981\u4f20\u8fbe\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u6587\u7ae0\u5f00\u5934\u5f88\u591a\u56fe\u90fd\u662f\u6bd4\u8f83\u5e38\u89c1\u7684\u56fe\u8868\uff0c\u6bd4\u5982\u67f1\u72b6\u56fe\uff0c\u6298\u7ebf\u56fe\uff0c\u997c\u56fe\u7b49\u7b49\uff0c\u4e4b\u6240\u4ee5\u9009\u62e9\u5b83\u4eec\uff0c\u5e76\u4e0d\u662f\u56e0\u4e3a\u5236\u56fe\u7b80\u5355\uff0c\u800c\u662f\u5b83\u4eec\u5bf9\u8bfb\u8005\u66f4\u53cb\u597d\u3002<\/p>\n\n\n\n<p>\u4e16\u754c\u4e0a\u6700\u65e9\u7684\u67f1\u72b6\u56fe\u51fa\u73b0\u4e8e\u5a01\u5ec9\u00b7\u666e\u840a\u83f21787\u5e74\u51fa\u7248\u7684\u300a\u5546\u4e1a\u548c\u653f\u6cbb\u56fe\u96c6\uff08\u7b2c\u4e8c\u7248\uff09\u300b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085041.jpg\" data-rel=\"lightbox-image-70\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085041.jpg\" alt=\"\"\/><\/a><figcaption>\u63cf\u8ff0\u4e861780\u5e74\u5723\u8bde\u8282\u52301781\u5e74\u5723\u8bde\u8282\u8fd9\u4e00\u6574\u5e74\u7684\u65f6\u95f4\u91cc\uff0c\u82cf\u683c\u5170\u5bf9\u4e0d\u540c\u56fd\u5bb6\u548c\u5730\u533a\u7684\u8fdb\u51fa\u53e3\u60c5\u51b5\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u67f1\u72b6\u56fe\u6cbf\u7528\u81f3\u4eca\u5df2\u7ecf\u6709200\u591a\u5e74\u5386\u53f2\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u7ecf\u53d7\u4f4f\u4e86\u65f6\u95f4\u7684\u8003\u9a8c\uff0c\u4eba\u4eec\u8ba4\u53ef\u5b83\u7b80\u6d01\u7684\u53ef\u8bfb\u6027\u3002<\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u65b0\u5174\u56fe\u8868\u8fd8\u662f\u4f20\u7edf\u56fe\u8868\uff0c\u8ba9\u4eba\u4eec\u66f4\u597d\u7406\u89e3\uff0c\u66f4\u7b26\u5408\u9605\u8bfb\u4e60\u60ef\u7684\u56fe\u8868\u5c31\u662f\u597d\u56fe\u8868\u3002<\/p>\n\n\n\n<p>\u6709\u65f6\u56fe\u8868\u9700\u8981\u987e\u53ca\u4f20\u64ad\u6027\uff0c\u6211\u4eec\u5f53\u7136\u53ef\u4ee5\u9009\u62e9\u4e00\u4e9b\u65b0\u9896\u7684\u8bbe\u8ba1\uff0c\u4e0d\u8fc7\u6700\u57fa\u7840\u7684\u4e00\u6761\u8981\u6c42\u8fd8\u662f\u8981\u8003\u8651\u53ef\u8bfb\u6027\uff0c\u4f60\u5fc5\u987b\u7b80\u5355\u76f4\u63a5\u5730\u5411\u8bfb\u8005\u4f20\u8fbe\u51fa\u4f60\u60f3\u8868\u8fbe\u7684\u610f\u601d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u9644\u5f55<\/h2>\n\n\n\n<p>\u6807\u9898\u662f\u8e39\u95e8\u6559\u7a0b\uff0c\u4e00\u65b9\u9762\u8981\u6c42\u4e0a\u624b\u901f\u5ea6\u8981\u5feb\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u5c31\u662f\u8981\u6709\u529b\u91cf\uff0c\u4e5f\u5c31\u662f\u6267\u884c\u6027\u8981\u5f3a\uff0c\u53ef\u4ee5\u901a\u8fc7\u9605\u8bfb\u6587\u7ae0\u5236\u4f5c\u5927\u90e8\u5206\u56fe\u8868\u3002<\/p>\n\n\n\n<p>Web Scraper \u548c Tableau \u90fd\u53ef\u4ee5\u5bfc\u5165\u300c\u914d\u7f6e\u6587\u4ef6\u300d\uff0c\u6bd4\u5982 Tableau \u7684\u914d\u7f6e\u6587\u4ef6\u7c7b\u4f3c\u4e8e\u300c\u6e90\u7801\u300d\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u6211\u5728\u51fa\u56fe\u8fc7\u7a0b\u4e2d\u6240\u6709\u64cd\u4f5c\u3002\u5982\u679c\u5b66\u4e60\u8fc7\u7a0b\u6709\u4e0d\u4f1a\u7684\u5730\u65b9\uff0c\u53ef\u4ee5\u505a\u4e2a\u53c2\u8003\uff0c\u6211\u628a\u5b83\u4eec\u90fd\u6253\u5305\u5230\u4e86\u767e\u5ea6\u4e91\u4e0a\uff08\u89c1\u540e\u6587\uff09\u3002<\/p>\n\n\n\n<p>Web Scraper \u7684\u300c\u914d\u7f6e\u6587\u4ef6\u300d\u662f\u4e00\u6bb5 json\uff0c\u4f60\u53ef\u4ee5\u5728\u8fd9\u91cc\u590d\u5236\u8fdb\u53bb\uff0c\u7136\u540e\u53ef\u4ee5\u770b\u5230\u6240\u6709\u7684\u9009\u62e9\u5668\u7ed3\u6784\u4e0e\u914d\u7f6e\uff0c\u5e76\u4e14\u53ef\u4ee5\u76f4\u63a5\u8dd1\u6570\u636e\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085042.png\" data-rel=\"lightbox-image-71\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-085042.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>Tableau \u300c\u914d\u7f6e\u6587\u4ef6\u300d\u4e3a Matrix.twbx\uff0c\u4e0b\u8f7d\u540e\u70b9\u51fb Tab \u680f\u300c\u6587\u4ef6\u300d\u300c\u5bfc\u5165\u5de5\u4f5c\u7c3f\u300d\u5373\u53ef\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u518d\u63a8\u8350\u4e00\u4e9b\u53ef\u89c6\u5316\u4e66\u7c4d\u4e0e\u5de5\u5177\u6559\u7a0b\u94fe\u63a5\uff0c\u4e66\u4e2d\u7684\u77e5\u8bc6\u662f\u66f4\u9ad8\u7ea7\u7684\u65b9\u6cd5\u8bba\uff0c\u4ece\u300c\u9053\u300d\u4e0a\u5e2e\u4f60\u7406\u89e3\u53ef\u89c6\u5316\uff1b\u6559\u7a0b\u4f60\u53ef\u4ee5\u5f53\u6210\u67e5\u8be2\u624b\u518c\u6765\u7528\uff0c\u5728\u9605\u8bfb\u672c\u6587\u65f6\u53ef\u4ee5\u7ffb\u9605\u4e00\u4e9b\u77e5\u8bc6\u70b9\uff0c\u67e5\u6f0f\u8865\u7f3a\uff0c<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u4e66\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/book.douban.com\/subject\/19952397\/\">\u9c9c\u6d3b\u7684\u6570\u636e : \u6570\u636e\u53ef\u89c6\u5316\u6307\u5357<\/a><\/li><li><a href=\"https:\/\/book.douban.com\/subject\/27108685\/\">\u7528\u6570\u636e\u8bb2\u6545\u4e8b<\/a><\/li><li><a href=\"https:\/\/book.douban.com\/subject\/25833225\/\">\u6570\u636e\u4e4b\u7f8e : \u4e00\u672c\u4e66\u5b66\u4f1a\u53ef\u89c6\u5316\u8bbe\u8ba1<\/a><\/li><li><a href=\"https:\/\/book.douban.com\/subject\/30475359\/\">\u5927\u8bdd\u6570\u636e\u5206\u6790 : Tableau\u6570\u636e\u53ef\u89c6\u5316\u5b9e\u6218<\/a><\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6559\u7a0b\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"http:\/\/webscraper.top\/543178\">Web Scraper \u4e2d\u6587\u6587\u6863<\/a><\/li><li><a href=\"https:\/\/onlinehelp.tableau.com\/current\/guides\/get-started-tutorial\/zh-cn\/get-started-tutorial-connect.htm\">Tableau \u5b98\u7f51\u5165\u95e8\u6559\u7a0b<\/a>\uff08\u63a8\u8350\uff09<\/li><li><a href=\"https:\/\/www.tableau.com\/zh-cn\/learn\/training\">Tableau \u89c6\u9891\u6559\u7a0b<\/a><\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u6587\u7ae0\u4e2d\u7528\u5230\u7684\u6570\u636e\u96c6\u4e0e\u5de5\u5177\u914d\u7f6e\u6587\u4ef6\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/pan.baidu.com\/s\/14E7kvxgufO-DErPjU8FcKA\">\u767e\u5ea6\u4e91<\/a>\uff08\u63d0\u53d6\u7801\uff1anpjr\uff09<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u53ef\u4ee5\u7528\u6765\u7ec3\u4e60\u7684\u6570\u636e\u96c6\uff08Excel\uff09\uff1a<\/h3>\n\n\n\n<p>\u8fd9\u91cc\u518d\u63d0\u4f9b\u4e00\u4e9b\u6570\u636e\u96c6\u7f51\u7ad9\uff0c\u4f60\u53ef\u4ee5\u5728\u4e0a\u9762\u4e0b\u8f7d\u4e00\u4e9b Excel \u6587\u4ef6\uff0c\u7136\u540e\u53d1\u52a8\u4f60\u7684\u597d\u5947\u5fc3\uff0c\u5927\u80c6\u7684\u53ef\u89c6\u5316\u3002\u51e0\u4e2a\u4f8b\u5b50\u4e0b\u6765\uff0c\u6211\u76f8\u4fe1\u4f60\u4e00\u5b9a\u53ef\u4ee5\u638c\u63e1\u8fd9\u5957\u4f4e\u95e8\u69db\u7684\u53ef\u89c6\u5316 Workflow\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/data.worldbank.org\/\">\u4e16\u754c\u94f6\u884c<\/a><\/li><li><a href=\"https:\/\/www.imf.org\/en\/data\">IMF<\/a>\uff08\u56fd\u9645\u8d27\u5e01\u57fa\u91d1\u7ec4\u7ec7\uff09<\/li><li><a href=\"https:\/\/www.kaggle.com\/datasets\">kaggle<\/a>\uff08\u63a8\u8350\uff09<\/li><li><a href=\"https:\/\/www.reddit.com\/r\/dataisbeautiful\/\">data is beautiful<\/a>\uff08Reddit \u77e5\u540d\u6570\u636e\u5206\u6790\u9891\u9053\uff0c\u65f6\u5e38\u4f1a\u653e\u51fa\u4e00\u4e9b\u6570\u636e\u96c6\uff0c\u7ec4\u7ec7\u53ef\u89c6\u5316\u6bd4\u8d5b\uff0c\u800c\u4e14\u8fd8\u53ef\u4ee5\u89c2\u6469\u5f88\u591a\u4f18\u79c0\u6848\u4f8b\uff0c\u63a8\u8350\uff09<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u9898\u56fe\uff1a\u653e\u677e\u4e00\u4e0b<\/h3>\n\n\n\n<p>\u6700\u540e\u6b23\u8d4f\u4e00\u4e0b\u6765\u81ea CLEVER\u00b0FRANKE \u56e2\u961f\u4e3a\u7ea2\u725b\u505a\u7684<a href=\"https:\/\/www.cleverfranke.com\/work\/redbull-visualization\">\u6d3e\u5bf9\u6570\u636e\u53ef\u89c6\u5316<\/a>\uff0c\u5b83\u4e5f\u662f\u672c\u7bc7\u6587\u7ae0\u7684\u9898\u56fe\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170108.png\" data-rel=\"lightbox-image-72\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170108.png\" alt=\"\"\/><\/a><figcaption>CLEVER\u00b0FRANKE \u4e3a redbull \u505a\u7684\u6d3e\u5bf9\u6570\u636e\u53ef\u89c6\u5316<\/figcaption><\/figure>\n\n\n\n<p>\u5b8c\u6574\u56fe\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170109.png\" data-rel=\"lightbox-image-73\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170109.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u8fd9\u4e2a\u9879\u76ee\u662f CLEVER\u00b0FRANKE \u53d7\u9080\u4e0e\u65f6\u5c1a\u54c1\u724c BYBORRE \u5408\u4f5c\uff0c\u5728\u963f\u59c6\u65af\u7279\u4e39\u821e\u4f1a\u6d3b\u52a8\uff08ADE\uff0c\u7535\u5b50\u4e50\u6d3e\u5bf9\uff09\u4e0a\uff0c\u4e3a\u6d3e\u5bf9\u5ba2\u4eba\u5b9a\u5236\u7684\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u6765\u81ea\u4e8e\u5ba2\u4eba\u6234\u7684\u624b\u73af\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170111.png\" data-rel=\"lightbox-image-74\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170111.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u624b\u73af\u4e0a\u6709\u68c0\u6d4b\u5668\uff0c\u53ef\u4ee5\u68c0\u6d4b\u52a8\u4f5c\u3001\u5b9a\u4f4d\u3001\u6e29\u5ea6\u3001ID\u3001\u5206\u8d1d\uff08\u58f0\u97f3\uff09\u6570\u636e\uff0c\u7136\u540e\u901a\u8fc7\u8054\u7f51\u5b9e\u65f6\u5c06\u8fd9\u4e9b\u6570\u636e\u4f20\u5230\u53ef\u89c6\u5316\u56e2\u961f\uff0c\u4ed6\u4eec\u4e5f\u914d\u5907\u4e86\u4e00\u5957\u76f8\u5f53\u5b8c\u5584\u7684\u53ef\u89c6\u5316 Workflow\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170113.png\" data-rel=\"lightbox-image-75\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170113.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u4ed6\u4eec\u7528 java \u5206\u6790\u6570\u636e\u3002Processing creatice \u51fa\u56fe\u3002<\/p>\n\n\n\n<p>\u6700\u540e\u6d3e\u5bf9\u7ed3\u675f\uff0c\u6bcf\u4e2a\u5ba2\u4eba\u90fd\u4f1a\u6536\u5230\u4e3a\u81ea\u5df1\u5b9a\u5236\u7684\u53ef\u89c6\u5316\u7eaa\u5ff5\u54c1\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170114.png\" data-rel=\"lightbox-image-76\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170114.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u518d\u770b\u4e24\u4e2a\u6548\u679c\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><a href=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170116.png\" data-rel=\"lightbox-image-77\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/podcast.webview.tech\/podblog\/2019-04-26-170116.png\" alt=\"\"\/><\/a><\/figure><\/div>\n\n\n\n<p>\u600e\u4e48\u770b\u8fd9\u4e9b\u56fe\u5462\uff0c\u7b80\u5355\u6765\u8bf4\uff0c\u4ed6\u4eec\u7528<strong>\u4e0d\u540c\u7684\u989c\u8272\u8868\u793a\u6e29\u5ea6\u3001\u6d3b\u52a8\u3001\u4f4d\u7f6e\uff08\u7ef4\u5ea6\uff09\uff0c\u7528\u900f\u660e\u5ea6\u6765\u8868\u793a\u5f3a\u5ea6\uff08\u5ea6\u91cf\uff09\u3002<\/strong><\/p>\n\n\n\n<p>Data is beautiful, right?<\/p>\n\n\n\n<p>\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u5bf9\u4f60\u6709\u5e2e\u52a9\u3002<\/p>\n\n\n\n<p><em>\u672c\u6587\u9996\u53d1<a href=\"https:\/\/sspai.com\/post\/54169\">\u5c11\u6570\u6d3e<\/a>\uff0c\u540c\u6b65 <a href=\"https:\/\/webview.tech\/\">WEB VIEW<\/a> ,\u4efb\u4f55\u4eba\u672a\u7ecf\u8bb8\u53ef\u4e0d\u5f97\u8f6c\u8f7d\u3002<\/em><\/p>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>2000\u7bc7\u5c11\u6570\u6d3e\u6587\u7ae0\uff0c677\u4f4d\u4f5c\u8005\uff0c110K\u70b9\u8d5e\uff0c45K\u8bc4\u8bba\uff0c780\u5929\uff0c\u6559\u7a0b\u5168\u65879K\u5b57\uff0c\u914d\u56fe70+\uff0c\u65e0\u9700\u4efb\u4f55\u7f16\u7a0b\u57fa\u7840\u4e5f\u80fd\u5feb\u901f\u4e0a\u624b\u6570\u636e\u53ef\u89c6\u5316<\/p>\n","protected":false},"author":15,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[91,90,87,89,88],"class_list":["post-997","post","type-post","status-publish","format-standard","hentry","category-blog","tag-tableau","tag-web-scraper","tag-87","tag-89","tag-88"],"_links":{"self":[{"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/posts\/997","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/comments?post=997"}],"version-history":[{"count":17,"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/posts\/997\/revisions"}],"predecessor-version":[{"id":1606,"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/posts\/997\/revisions\/1606"}],"wp:attachment":[{"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/media?parent=997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/categories?post=997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/webview.tech\/wp-json\/wp\/v2\/tags?post=997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}