{"id":23050,"date":"2023-06-10T14:14:52","date_gmt":"2023-06-10T06:14:52","guid":{"rendered":"https:\/\/www.xiazhi.co\/?p=23050"},"modified":"2023-06-10T14:14:53","modified_gmt":"2023-06-10T06:14:53","slug":"1-%e5%b0%8f%e6%97%b6-%e7%bb%83%e4%b9%a0%e8%af%84%e4%bc%b0-leanx-%e6%95%b0%e6%8d%ae%e8%b4%a8%e9%87%8f","status":"publish","type":"post","link":"https:\/\/www.xiazhi.co\/en\/1-%e5%b0%8f%e6%97%b6-%e7%bb%83%e4%b9%a0%e8%af%84%e4%bc%b0-leanx-%e6%95%b0%e6%8d%ae%e8%b4%a8%e9%87%8f\/","title":{"rendered":"1 \u5c0f\u65f6 \u7ec3\u4e60\u8bc4\u4f30 Leanx \u6570\u636e\u8d28\u91cf"},"content":{"rendered":"<p>\u968f\u7740\u7ec4\u7ec7\u4ece\u201c\u76f4\u89c9\u201d\u8f6c\u5411\u57fa\u4e8e\u6570\u636e\u7684\u51b3\u7b56\uff0c\u6570\u636e\u8d28\u91cf\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u52a0\u91cd\u8981\u3002\u6b63\u5982Forrester\u6240\u8bf4\uff1a\u201c\u6d1e\u5bdf\u529b\u662f\u5f53\u4eca\u4f01\u4e1a\u7684\u5f15\u64ce\u3002\u4e00\u5bb6\u516c\u53f8\u7684\u4ef7\u503c\u53ef\u4ee5\u901a\u8fc7\u5176\u6570\u636e\u7684\u8868\u73b0\u6765\u8861\u91cf\u3002\u4f5c\u4e3a\u7ecf\u7406\uff0c\u60a8\u5fc5\u987b\u6bcf\u5929\u6839\u636e\u6570\u636e\u505a\u51fa\u51b3\u7b56;\u56e0\u6b64\uff0c\u60a8\u60f3\u77e5\u9053\u7684\u4e00\u4ef6\u4e8b\u662f\u60a8\u662f\u5426\u53ef\u4ee5\u4fe1\u4efb\u6570\u636e\uff0c\u56e0\u4e3a\u6bcf\u5929\u90fd\u5728\u521b\u5efa\u8d8a\u6765\u8d8a\u591a\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4e3a\u60a8\u63d0\u4f9b\u4e86\u4e00\u79cd\u5feb\u901f\u7b80\u4fbf\u7684\u65b9\u6cd5\u6765\u8bc4\u4f30\u60a8\u7684\u6570\u636e\u8d28\u91cf\uff0c\u5e76\u4e0e\u4e00\u4e9b\u56e2\u961f\u6210\u5458\u5408\u4f5c\uff0c\u4ee5\u53ca\u66f4\u591a\u80cc\u666f\u4fe1\u606f\u3002\u8be5\u65b9\u6cd5\u57fa\u4e8eThomas C. Redman\u7684\u201c<a href=\"https:\/\/hbr.org\/2016\/07\/assess-whether-you-have-a-data-quality-problem\" target=\"_blank\" rel=\"noreferrer noopener\">\u661f\u671f\u4e94\u4e0b\u5348\u6d4b\u91cf<\/a>\u201d\uff0c\u6211\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0d\u826f\u6570\u636e\u7684\u7ef4\u5ea6<\/h2>\n\n\n\n<p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u91cd\u8981\u7684\u662f\u8981\u8ba4\u8bc6\u5230\u4e0d\u826f\u6570\u636e\u6709\u4e0d\u540c\u7684\u7ef4\u5ea6\u3002\u6211\u4eec\u9075\u5faa\u7531\u5168\u7403\u6570\u636e\u7ba1\u7406\u4e13\u4e1a\u4eba\u5458\u793e\u533a\u00a0DAMA\uff08DAMA \u7ec4\u6210\u7684\u7ef4\u5ea6\uff09\u3002<\/p>\n\n\n\n<p><strong>1. \u5b8c\u6574\u6027<\/strong><\/p>\n\n\n\n<p>\u6570\u636e\u5b8c\u6574\u6027\u65e2\u53ef\u4ee5\u6307\u53ef\u7528\u8bb0\u5f55\u4e0e\u6f5c\u5728\u8bb0\u5f55\u7684\u6bd4\u4f8b\uff08\u4f8b\u5982\uff0c100% \u7684\u5ba2\u6237\u5728\u6570\u636e\u5e93\u4e2d\u6709\u8bb0\u5f55\uff09\uff0c\u4e5f\u53ef\u4ee5\u6307\u6bcf\u6761\u8bb0\u5f55\u7684\u53ef\u7528\u503c\uff08\u4f8b\u5982\uff0c80% \u7684\u5fc5\u586b\u5b57\u6bb5\u5728\u8bb0\u5f55\u4e0a\u586b\u5199\uff09\u3002<\/p>\n\n\n\n<p><strong>2. \u72ec\u7279\u6027<\/strong><\/p>\n\n\n\n<p>\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u6bcf\u4ef6\u4e8b\u90fd\u5e94\u8be5\u53ea\u5728\u6570\u636e\u5e93\u4e2d\u8bb0\u5f55\u4e00\u6b21\u3002ACME Inc. \u516c\u53f8\u5e94\u7531\u4e00\u6761\u8bb0\u5f55\u8868\u793a\u3002\u91cd\u590d\u6570\u636e\u5220\u9664\u89e3\u51b3\u65b9\u6848\u5c06\u5e2e\u52a9\u60a8\u89e3\u51b3\u6b64\u95ee\u9898\u3002<\/p>\n\n\n\n<p><strong>3. \u53ca\u65f6\u6027<\/strong><\/p>\n\n\n\n<p>\u67d0\u4e2a\u65f6\u95f4\u70b9\u7684\u6570\u636e\u662f\u5426\u53cd\u6620\u4e86\u540c\u4e00\u65f6\u95f4\u70b9\u7684\u73b0\u5b9e\u4e16\u754c\uff1f\u4f8b\u5982\uff0c\u5f53\u9500\u552e\u4ee3\u7406\u4ec5\u5728\u6bcf\u5468\u7ed3\u675f\u65f6\u8fdb\u5165\u5176\u4f1a\u8bae\u548c\u547c\u53eb\u8bb0\u5f55\u65f6\uff0c\u524d\u51e0\u5929\u7684\u6570\u636e\u5e76\u4e0d\u53ca\u65f6\u3002<\/p>\n\n\n\n<p><strong>4. \u6709\u6548\u6027<\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u6570\u636e\u9075\u5faa\u5176\u5b9a\u4e49\u7684\u8bed\u6cd5\uff0c\u5219\u8be5\u6570\u636e\u6709\u6548\u3002\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u7684\u8bed\u6cd5\u4e3a\u672c\u5730part@domain\u3002\u672c\u5730\u90e8\u5206\u548c\u57df\u90fd\u6709\u7279\u5b9a\u7684\u51c6\u5219\u3002<\/p>\n\n\n\n<p><strong>5. \u51c6\u786e\u6027<\/strong><\/p>\n\n\n\n<p>\u51c6\u786e\u6027\u662f\u5173\u4e8e\u6570\u636e\u662f\u5426\u6b63\u786e\u63cf\u8ff0\u73b0\u5b9e\u4e16\u754c\u7684\u95ee\u9898\u3002\u5982\u679c\u4f60\u7684\u4e3b\u8981\u6570\u636e\u663e\u793aMike Wazowski\u662f\u201cMonsters Inc.\u201d\u7684\u201c\u6050\u5413\u4e3b\u7ba1\u201d\uff0c\u4f46\u4ed6\u5b9e\u9645\u4e0a\u662f\u201c\u602a\u7269\u5927\u5b66\u7684\u9996\u5e2d\u6050\u5413\u5b98\u201d\uff0c\u90a3\u4e48\u201c\u89d2\u8272\u201d\u548c\u201c\u516c\u53f8\u201d\u5b57\u6bb5\u7684\u6570\u636e\u662f\u4e0d\u51c6\u786e\u7684\u3002<\/p>\n\n\n\n<p><strong>6. \u4e00\u81f4\u6027<\/strong><\/p>\n\n\n\n<p>\u4e00\u81f4\u6027\u63cf\u8ff0\u4e86\u4e0d\u540c\u6570\u636e\u5e93\u4e2d\u73b0\u5b9e\u4e16\u754c\u7684\u66f4\u591a\u8868\u793a\u7684\u76f8\u540c\u7a0b\u5ea6\u3002\u5982\u679c\u60a8\u7684 CRM \u58f0\u660e\u5ba2\u6237\u51fa\u751f\u4e8e 1981 \u5e74\uff0c\u4f46\u60a8\u7684\u7535\u5b50\u5546\u52a1\u7cfb\u7edf\u58f0\u660e 1980 \u5e74\uff0c\u5219\u60a8\u7684\u6570\u636e\u4e0d\u4e00\u81f4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6570\u636e\u8d28\u91cf\u8bc4\u4f30 \u2013 \u201c\u5468\u4e94\u4e0b\u5348\u6d4b\u91cf\u201d<\/h2>\n\n\n\n<p>\u73b0\u5728\u6211\u4eec\u77e5\u9053\u4e86\u5982\u4f55\u8bc6\u522b\u4e0d\u540c\u7c7b\u578b\u7684\u4e0d\u826f\u6570\u636e\uff0c\u662f\u65f6\u5019\u6309\u7167Thomas C. Redman\u63cf\u8ff0\u7684\u8fc7\u7a0b\u6765\u67e5\u770b\u6570\u636e\u8d28\u91cf\u8bc4\u4f30\u4e86\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>30 \u5206\u949f\uff1a\u4f1a\u8bae\u51c6\u5907<\/li>\n\n\n\n<li>1\u5c0f\u65f6\uff1a\u4e0e\u56e2\u961f\u8fdb\u884c\u6570\u636e\u8bc4\u4f30\u4f1a\u8bae<\/li>\n\n\n\n<li>1\u5c0f\u65f6\uff1a\u4e2a\u4eba\u6570\u636e\u8bc4\u4f30<\/li>\n\n\n\n<li>30\u5206\u949f\uff1a\u7ed3\u679c\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<p>\u8ba1\u5212\u4e00\u6b21\u7b80\u77ed\u7684\u4f1a\u8bae\uff08\u6700\u591a 1 \u5c0f\u65f6\uff09\uff0c\u4e0e\u8981\u4ece\u4e2d\u6536\u96c6\u610f\u89c1\u7684\u90e8\u95e8\u7684\u51e0\u4e2a\u6210\u5458\u3002\u5728\u672c\u6b21\u4f1a\u8bae\u4e0a\uff0c\u6211\u4eec\u5c06\u4fa7\u91cd\u4e8e\u5b8c\u6574\u6027\u3001\u53ca\u65f6\u6027\u548c\u6709\u6548\u6027\u3002\u552f\u4e00\u6027\u3001\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u9700\u8981\u66f4\u591a\u7684\u65f6\u95f4\u6765\u8bc4\u4f30\uff0c\u5e76\u5c06\u5355\u72ec\u68c0\u67e5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 1 \u6b65\uff1a\u51c6\u5907<\/h3>\n\n\n\n<p>\u901a\u8fc7\u6536\u96c6\u90e8\u95e8\u5904\u7406\u5bf9\u8c61\u7684 100 \u6761\u968f\u673a\u6570\u636e\u8bb0\u5f55\u6765\u51c6\u5907\u4f1a\u8bae\u3002\u5c06\u8fd9\u4e9b\u5bfc\u51fa\u5230 Excel \u6216 Google \u7535\u5b50\u8868\u683c\u5de5\u4f5c\u8868\u4e2d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 2 \u6b65\uff1a\u7126\u70b9\u680f<\/h3>\n\n\n\n<p>\u5728\u4f1a\u8bae\u4e2d\uff0c\u7b2c\u4e00\u6b65\u662f\u786e\u5b9a 10-15 \u4e2a\u6700\u91cd\u8981\u7684\u5217\u3002\u5220\u9664\u5176\u4ed6\u5217\uff0c\u5e76\u5728\u6bcf\u5217\u540e\u6dfb\u52a0\u989d\u5916\u7684\u201c\u5b57\u6bb5 A \u6b63\u786e\u3001\u5b57\u6bb5 B \u6b63\u786e\u7b49\u201d\u5217\u3002\u60a8\u5c06\u83b7\u5f97\u8bf8\u5982\u201c\u540d\u5b57\u6b63\u786e\uff0c\u59d3\u6c0f\u6b63\u786e\uff0c\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u6b63\u786e\u7b49\u201d\u7b49\u5217\u3002\u6b64\u5916\uff0c\u6dfb\u52a0\u540d\u4e3a\u201c\u5b8c\u7f8e\u8bb0\u5f55\u201d\u7684\u6700\u540e\u4e00\u5217\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-24707\" src=\"https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1.png\" width=\"1676\" height=\"609\" alt=\"SFB_1-hour-Data-Quality_1\" title=\"SFB_1-hour-Data-Quality_1\" srcset=\"https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1.png 1676w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1-900x327.png 900w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1-1024x372.png 1024w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1-200x73.png 200w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1-768x279.png 768w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1-1536x558.png 1536w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_1-138x50.png 138w\" sizes=\"(max-width: 1676px) 100vw, 1676px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa4 3\uff1a\u6807\u8bb0\u8bb0\u5f55<\/h3>\n\n\n\n<p>\u9010\u4e2a\u6f14\u7ec3\u8bb0\u5f55\u3002\u4f7f\u7528\u9519\u8bef\u6570\u636e\u7c7b\u578b\u6807\u8bb0\u60a8\u6dfb\u52a0\u7684\u5217\u4e2d\u7684\u9519\u8bef\u5b57\u6bb5\u3002\u5f53\u8bb0\u5f55\u4e0a\u7684\u5b57\u6bb5\u88ab\u6807\u8bb0\u4e3a\u4e0d\u6b63\u786e\u65f6\uff0c\u8fd8\u8981\u5c06\u201c\u5b8c\u7f8e\u8bb0\u5f55\u201d\u5217\u6807\u8bb0\u4e3a\u201c\u5426\u201d\u3002\u73b0\u5728\uff0c\u60a8\u5df2\u7ecf\u4ece\u4f1a\u8bae\u4e2d\u6536\u96c6\u4e86\u6240\u9700\u7684\u6240\u6709\u6570\u636e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-24705\" src=\"https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2.png\" width=\"1675\" height=\"633\" alt=\"SFB_1-hour-Data-Quality_2\" title=\"SFB_1-hour-Data-Quality_2\" srcset=\"https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2.png 1675w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2-900x340.png 900w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2-1024x387.png 1024w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2-200x76.png 200w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2-768x290.png 768w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2-1536x580.png 1536w, https:\/\/static.xiazhi.co\/wp-content\/uploads\/2023\/06\/SFB_1-hour-Data-Quality_2-132x50.png 132w\" sizes=\"(max-width: 1675px) 100vw, 1675px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c 4 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