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\/&gt;\n\u4fe1\u8d37\u662f\u5546\u4e1a\u94f6\u884c\u7684\u4e3b\u8981\u8d62\u5229\u624b\u6bb5\u3002\u8bc4\u4f30\u4f01\u4e1a\u94f6\u884c\u4fe1\u8d37\u8fdd\u7ea6\u7387\uff0c\u76ee\u7684\u901a\u8fc7\u6570\u636e\u5904\u7406\u548c\u6a21\u578b\u5b66\u4e60\u4e24\u4e2a\u90e8\u5206\uff0c\u638c\u63e1\u5efa\u7acb\u8c03\u6574\u6a21\u578b\uff0c\u9884\u6d4b\u8fdd\u7ea6\u7387\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/17504775121e669724.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/175047751c93411889.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/1750477522e2476379.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;8&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;524&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1646210448&quot;,&quot;1765539809&quot;,&quot;1659321708&quot;,null],[&quot;177&quot;,&quot;177&quot;,&quot;course&quot;,&quot;\u91d1\u878d\u98ce\u9669\u7ba1\u7406\u7cfb\u5217\u5b9e\u9a8c\u2014\u2014VaR&quot;,&quot;&quot;,&quot;8&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u4f5c\u8005: \u00a0\u00a0 \u00a0\u9ec4\u5dcd\u534e ; \u519c\u56fd\u5e73\u00a0&lt;br \/&gt;\n\u5173\u952e\u8bcd: \u00a0\u00a0 \u00a0VaR;Python;\u91d1\u878d\u98ce\u9669\u7ba1\u7406&lt;br \/&gt;\n\u53d1\u8868\u65e5\u671f: \u00a0\u00a0 \u00a02021-09-15&lt;br \/&gt;\n\u5355\u4f4d: \u00a0\u00a0 \u00a0\u5e7f\u897f\u8d22\u7ecf\u5b66\u9662&lt;br \/&gt;\n\u672c\u5b9e\u9a8c\u7684\u76ee\u7684\u662f\u4e3a\u4e86\u8ba9\u5b66\u751f\u5feb\u901f\u5730\u4e86\u89e3\uff0c\u5982\u4f55\u5728 Python \u4e2d\u6784\u5efa\u4e3a\u9002\u7528\u4e8e\u91d1\u878d\u6570\u636e\u5206\u6790\u7684\u5728\u9669\u503c\uff08Value at Risk\uff09\u4ee3\u7801\u3002\u4ee5\u8bd5\u9a8c\u4e3b\u8981\u5bf9 VaR \u8fdb\u884c\u5e7f\u6cdb\u7684\u6982\u8ff0\uff0c\u800c\u4e0d\u6df1\u5165\u63a2\u8ba8\u7ec6\u8282\u4e0e\u5176\u7279\u6709\u6570\u5b66\u6027\u8d28\u3002\u9488\u5bf9\u5904\u7406\u4e0d\u540c\u7684 VaR \u516c\u5f0f\uff0c\u89e3\u91ca\u80cc\u540e\u7684\u8fd0\u7b97\u673a\u5236\uff0c\u540c\u65f6\u6ce8\u91ca\u76f8\u5173\u4ee3\u7801\u3002\u4e3a\u4e86\u786e\u4fdd\u5b9e\u9a8c\u7684\u987a\u5229\u5f00\u5c55\uff0c\u5b66\u751f\u5e94\u8be5\u81f3\u5c11\u5df2\u7ecf\u521d\u6b65\u4e86\u89e3\u98ce\u9669\u4ef7\u503c\u7684\u6982\u5ff5\uff0c\u4f46\u5982\u679c\u80fd\u6df1\u523b\u8ba4\u8bc6VaR\u7684\u6570\u5b66\u542b\u4e49\uff0c\u5c06\u4f1a\u6709\u52a9\u4e8e\u5728\u5b66\u4e60\u5b9e\u8df5\u8fc7\u7a0b\u4e2d\u7684\u521b\u65b0\u601d\u7ef4\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/13475062974f901018.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/13475062ab0e900770.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/13475062b1ab995467.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;8&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;470&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1646210479&quot;,&quot;1765320054&quot;,&quot;1654654336&quot;,null],[&quot;181&quot;,&quot;181&quot;,&quot;course&quot;,&quot;\u67d0\u57302017-2020\u5e74\u521b\u65b0\u9a71\u52a8\u53d1\u5c55\u4e13\u9879\u8d44\u91d1\u653f\u7b56\u7ee9\u6548\u8bc4\u4ef7\u65b9\u6848\u8bbe\u8ba1&quot;,&quot;&quot;,&quot;8&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u6807\u9898: \u00a0\u00a0 \u00a0\u67d0\u57302017-2020\u5e74\u521b\u65b0\u9a71\u52a8\u53d1\u5c55\u4e13\u9879\u8d44\u91d1\u653f\u7b56\u7ee9\u6548\u8bc4\u4ef7\u65b9\u6848\u8bbe\u8ba1&lt;br \/&gt;\n\u4f5c\u8005: \u00a0\u00a0 \u00a0\u845b\u7433\u73b2\u3001\u4f55\u5e86\u5149\u3001\u674e\u9759\u654f\u3001\u5510\u4e16\u82b3\u3001\u738b\u6770\u658c\u3001\u9648\u534e\u3001\u90d1\u5174\u5a77 ;&lt;br \/&gt;\n\u5173\u952e\u8bcd: \u00a0\u00a0 \u00a0\u653f\u7b56 \u3001\u9884\u7b97\u7ba1\u7406\u3001\u7ee9\u6548\u8bc4\u4ef7&lt;br \/&gt;\n\u53d1\u8868\u65e5\u671f: \u00a0\u00a0 \u00a02021-09-10&lt;br \/&gt;\n\u5355\u4f4d: \u00a0\u00a0 \u00a0\u5e7f\u897f\u8d22\u7ecf\u5b66\u9662&lt;br \/&gt;\n\u968f\u7740\u9884\u7b97\u7ee9\u6548\u7ba1\u7406\u5de5\u4f5c\u4e0d\u65ad\u6df1\u5316\uff0c\u7ee9\u6548\u8bc4\u4ef7\u7684\u91cd\u70b9\u7531\u9879\u76ee\u652f\u51fa\u62d3\u5c55\u5230\u8d22\u653f\u653f\u7b56\u8bc4\u4ef7\uff0c\u5e76\u5c06\u8bc4\u4ef7\u7ed3\u679c\u4f5c\u4e3a\u653f\u7b56\u8bbe\u8ba1\u3001\u5b9e\u65bd\u3001\u8c03\u6574\u3001\u9000\u51fa\u7684\u91cd\u8981\u51b3\u7b56\u4f9d\u636e\u3002\u79d1\u5b66\u3001\u5408\u7406\u7684\u7ee9\u6548\u8bc4\u4ef7\u65b9\u6848\u5bf9\u4e8e\u987a\u5229\u5f00\u5c55\u653f\u7b56\u5b9e\u65bd\u8fc7\u7a0b\u53ca\u5b9e\u65bd\u540e\u7684\u6548\u679c\u8bc4\u4ef7\u5de5\u4f5c\u3001\u63d0\u9ad8\u8d44\u6e90\u5229\u7528\u7684\u6548\u7387\u548c\u6548\u76ca\u3001\u589e\u5f3a\u521b\u65b0\u9a71\u52a8\u4e13\u9879\u8d44\u91d1\u7684\u7ba1\u7406\u4e0e\u51b3\u7b56\u6c34\u5e73\uff0c\u52a9\u529b\u63d0\u9ad8\u653f\u5e9c\u653f\u7b56\u5236\u5b9a\u7684\u79d1\u5b66\u6027\uff0c\u63d0\u5347\u653f\u5e9c\u6cbb\u7406\u7684\u7efc\u5408\u7ee9\u6548\u7b49\u90fd\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002\u672c\u6848\u4f8b\u4ee5\u67d0\u57302017-2020\u5e74\u521b\u65b0\u9a71\u52a8\u53d1\u5c55\u4e13\u9879\u8d44\u91d1\u653f\u7b56\u7ee9\u6548\u8bc4\u4ef7\u4e3a\u4f8b\uff0c\u9488\u5bf9\u653f\u7b56\u7ee9\u6548\u8bc4\u4ef7\u6307\u6807\u4f53\u7cfb\u8bbe\u8ba1\u539f\u5219\u3001\u7ee9\u6548\u8bc4\u4ef7\u65b9\u6cd5\u7b49\u95ee\u9898\uff0c\u6388\u8bfe\u6559\u5e08\u901a\u8fc7\u8bfe\u5802\u6848\u4f8b\u6559\u5b66\uff0c\u7ec4\u7ec7\u5c0f\u7ec4\u8ba8\u8bba\u5206\u6790\uff0c\u6307\u5bfc\u5b66\u751f\u5bf9\u672c\u6848\u8fdb\u884c\u8bc4\u4ef7\uff0c\u5e76\u63d0\u51fa\u4f18\u5316\u540e\u7684\u653f\u7b56\u7ee9\u6548\u8bc4\u4ef7\u8bbe\u8ba1\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-14\\\/1739197eaab2194118.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-14\\\/1739197eb25a174978.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-14\\\/1739197eb8a4250741.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;7&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;303&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1646210616&quot;,&quot;1765613784&quot;,&quot;1659324115&quot;,null],[&quot;183&quot;,&quot;183&quot;,&quot;course&quot;,&quot;JJR\u5feb\u4e50\u79cd\u7530\u795e\u5668\u6559\u5b66\u6848\u4f8b&quot;,&quot;&quot;,&quot;8&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u6807\u9898: \u00a0\u00a0 \u00a0JJR\u5feb\u4e50\u79cd\u7530\u795e\u5668\u6559\u5b66\u6848\u4f8b&lt;br \/&gt;\n\u4f5c\u8005: \u00a0\u00a0 \u00a0\u6797\u6c5f\u6885 ; \u8881\u6d01 ; \u5415\u51e4\u5c90 ; \u674e\u8a00 ; \u5218\u5076\u5076 ; \u5e9e\u7a0b ; \u738b\u5ff5 ; \u82cf\u96ea\u6668 ; \u6c6a\u6d9b ; \u9ec4\u5ba6\u9716 ; \u84dd\u9ad8\u94ed\u00a0&lt;br \/&gt;\n\u5173\u952e\u8bcd: \u00a0\u00a0 \u00a0\u519c\u4e1a\u3001\u4f01\u4e1a\u8fd0\u8425\u3001\u5927\u6570\u636e\u3001\u6ef4\u704c\u3001\u6559\u5b66\u6848\u4f8b&lt;br \/&gt;\n\u53d1\u8868\u65e5\u671f: \u00a0\u00a0 \u00a02021-09-20&lt;br \/&gt;\n\u5355\u4f4d: \u00a0\u00a0 \u00a0\u5e7f\u897f\u8d22\u7ecf\u5b66\u9662&lt;br \/&gt;\n\u4f01\u4e1a\u8fd0\u8425\u751f\u547d\u5468\u671f\u7406\u8bba\uff08Business life cycle theory\uff0cBLCT\uff09\u662f\u4f01\u4e1a\u7ba1\u7406\u6559\u5b66\u4e2d\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u6559\u5b66\u77e5\u8bc6\u70b9\u3002\u5982\u4f55\u5f15\u5bfc\u540c\u5b66\u4eec\u6df1\u5165\u8ba4\u8bc6\u8be5\u7406\u8bba\u7684\u5b9e\u8df5\u6307\u5bfc\u610f\u4e49\uff1f\u5982\u4f55\u7406\u89e3\u5927\u6570\u636e\u5bf9\u4f01\u4e1a\u8fd0\u8425\u751f\u547d\u5468\u671f\u6f14\u5316\u7684\u5f71\u54cd\uff1f\u901a\u8fc7\u5bf9\u5e7f\u897f\u7279\u6709\u7684\u9ad8\u65b0\u4f01\u4e1aJJR\u6848\u4f8b\u8fdb\u884c\u5b9e\u5730\u8c03\u7814\u3001\u641c\u96c6\u4e8c\u624b\u8d44\u6599\uff0c\u8fd8\u539f\u4e86JJR\uff08\u6377\u4f73\u6da6\u79d1\u6280\u96c6\u56e2\u80a1\u4efd\u6709\u9650\u516c\u53f8\uff0c\u7b80\u79f0\u6377\u4f73\u6da6\uff0c\u7f29\u5199JJR\uff09\u516c\u53f8\u4ece\u9ed8\u9ed8\u65e0\u95fb\u5230\u7ea2\u904d\u5168\u56fd\u7684\u519c\u4e1a\u4f01\u4e1a\u6f14\u5316\u8fc7\u7a0b\uff0c\u5206\u6790\u4e86\u4f01\u4e1a\u8fd0\u8425\u751f\u547d\u5468\u671f\u6f14\u5316\u7684\u6bcf\u4e00\u4e2a\u4f01\u4e1a\u7ecf\u8425\u8fc7\u7a0b\u9636\u6bb5\u6240\u626e\u6f14\u7684\u4f5c\u7528\u3002\u6848\u4f8b\u7814\u7a76\u53d1\u73b0\uff0c\u5728\u4f01\u4e1a\u8fd0\u8425\u751f\u547d\u5468\u671f\u6f14\u8fdb\u4e2d\uff0c\u4f01\u4e1a\u7b56\u7565\u5bf9\u4f01\u4e1a\u8fd0\u8425\u8d77\u5230\u5173\u952e\u51b3\u5b9a\u6027\u4f5c\u7528\uff0c\u800c\u5927\u6570\u636e\u4e3a\u4f01\u4e1a\u7b56\u7565\u63d0\u4f9b\u4e86\u6700\u6709\u5229\u7684\u53ef\u89c6\u5316\u76f4\u89c2\u51b3\u7b56\u4f9d\u636e\u3002 Python\/R\u8bed\u8a00\u4f5c\u4e3a\u5927\u6570\u636e\u6700\u6d41\u884c\u7684\u5206\u6790\u5de5\u5177\uff0c\u4fc3\u8fdb\u4e86\u4f01\u4e1a\u8fd0\u8425\u4ece\u521d\u521b\u9636\u6bb5\u5411\u6210\u957f\u53d1\u5c55\u9636\u6bb5\u6f14\u5316\uff1b\u8fdb\u5165\u53d1\u5c55\u9636\u6bb5\u540e\uff0c\u5927\u6570\u636e\u5206\u6790\u4e3a\u4f01\u4e1a\u51b3\u7b56\u7684\u7684\u4f18\u52bf\u4f7f\u4f01\u4e1a\u5728\u5e02\u573a\u9884\u6d4b\u3001\u5f00\u62d3\u5e02\u573a\u3001\u5e02\u573a\u5ba3\u4f20\u3001\u91cd\u5927\u516c\u5171\u7a81\u53d1\u5371\u673a\u4e0b\u7b49\u4f01\u4e1a\u51b3\u7b56\u7684\u5236\u5b9a\u63d0\u4f9b\u4e86\u4f18\u52bf\u652f\u6301\u3002\u901a\u8fc7\u6848\u4f8b\u6559\u5b66\uff0c\u4e0d\u4ec5\u4f7f\u5b66\u751f\u6df1\u5165\u7406\u89e3\u4e86\u4f01\u4e1a\u8fd0\u8425\u751f\u547d\u5468\u671f\u7406\u8bba\u7684\u57fa\u672c\u539f\u7406\u5728\u5b9e\u8df5\u4e2d\u7684\u5e94\u7528\uff0c\u800c\u4e14\u4e5f\u66f4\u65b0\u4e86\u5927\u6570\u636e\u5bf9\u4f01\u4e1a\u8fd0\u8425\u5f71\u54cd\u7684\u7406\u8bba\u5185\u5bb9\u3002\u672c\u6848\u4f8b\u6559\u5b66\u6fc0\u53d1\u4e86\u540c\u5b66\u4eec\u7406\u8bba\u8054\u7cfb\u5b9e\u9645\u7684\u5b66\u4e60\u5174\u8da3\uff0c\u4e5f\u9f13\u52b1\u5b66\u751f\u4ee5\u5178\u578b\u6848\u4f8b\u7814\u7a76\u5bf9\u65e2\u6709\u7406\u8bba\u8fdb\u884c\u66f4\u65b0\u7684\u5b66\u672f\u63a2\u7d22\u7cbe\u795e\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/133627bd7dae977404.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/133627bd8a63747304.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/133627bd9185322764.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;8&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;628&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1646210725&quot;,&quot;1765578442&quot;,&quot;1654505363&quot;,null],[&quot;186&quot;,&quot;186&quot;,&quot;course&quot;,&quot;\u6cf0\u5766\u5c3c\u514b\u53f7\u662f\u5426\u8ba9\u8001\u4eba\u4e0e\u5c0f\u5b69\u5148\u8d70&quot;,&quot;&quot;,&quot;8&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u4f5c\u8005: \u00a0\u00a0 \u00a0\u674e\u5a77\u5a77\u00a0&lt;br \/&gt;\n\u5173\u952e\u8bcd: \u00a0\u00a0 \u00a0\u6cf0\u5766\u5c3c\u514b\u53f7&lt;br \/&gt;\n\u53d1\u8868\u65e5\u671f: \u00a0\u00a0 \u00a02021-09-20&lt;br \/&gt;\n\u5355\u4f4d: \u00a0\u00a0 \u00a0\u8d35\u5dde\u5546\u5b66\u9662&lt;br \/&gt;\n\u662f\u5426\u8ba9\u8001\u4eba\u5c0f\u5b69\u5148\u8d70&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/132353907e1d823188.jpg\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/132353908826380859.jpg\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/132353908f1b133660.jpg\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;8&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;501&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1646210924&quot;,&quot;1765161203&quot;,&quot;1654506569&quot;,null],[&quot;188&quot;,&quot;188&quot;,&quot;course&quot;,&quot;Pandas\u6570\u636e\u5206\u6790\u5b9e\u4f8b\uff1a2020\u5e74\u7535\u5f71\u7968\u623f\u7edf\u8ba1\u5206\u6790&quot;,&quot;&quot;,&quot;8&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u4f5c\u8005: \u00a0\u00a0 \u00a0\u5f20\u6625\u8d8a ; \u970d\u955c\u5b87 ; \u82a6\u5929\u7426\u00a0&lt;br \/&gt;\n\u5173\u952e\u8bcd: \u00a0\u00a0 \u00a0\u6570\u636e\u5206\u6790\uff1b\u7535\u5f71\u7968\u623f\uff1b\u4e8c\u516b\u5b9a\u5f8b&lt;br \/&gt;\n\u53d1\u8868\u65e5\u671f: \u00a0\u00a0 \u00a02021-09&lt;br \/&gt;\n\u5355\u4f4d: \u00a0\u00a0 \u00a0\u54c8\u5c14\u6ee8\u91d1\u878d\u5b66\u9662&lt;br \/&gt;\n\u5728\u771f\u5b9e\u76842020\u5e74\u56fd\u5185\u7535\u5f71\u7968\u623f\u6570\u636e\u4e0a\uff0c\u8ba9\u5b66\u751f\u4eec\u901a\u8fc7\u6b64\u6848\u4f8b\uff0c\u719f\u7ec3\u638c\u63e1Pandas\u63d0\u4f9b\u7684\u6570\u636e\u5206\u6790\u5904\u7406\u7684\u57fa\u672c\u64cd\u4f5c\uff0c\u5305\u62ec:\u6570\u636e\u9884\u5904\u7406\uff1b\u6570\u636e\u53ef\u89c6\u5316\uff1b\u901a\u8fc7\u5934\u90e8\u7535\u5f71\u7968\u623f\u7684\u5360\u6bd4\u60c5\u51b5\uff0c\u8ba9\u5b66\u751f\u4e86\u89e3\u4e8c\u516b\u5b9a\u5f8b\u5728\u771f\u5b9e\u4e16\u754c\u4e0a\u7684\u5f3a\u5927\u529b\u91cf\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/13221027ee02730929.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/13221027f814535881.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/13221027fef5362970.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;8&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;692&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1646211021&quot;,&quot;1765630026&quot;,&quot;1654507846&quot;,null],[&quot;190&quot;,&quot;190&quot;,&quot;course&quot;,&quot;\u5229\u7528Pandas\u4e2dread_html\u51fd\u6570\u6293\u53d6\u7f51\u9875\u4e2d\u8868\u683c\u578b\u6570\u636e&quot;,&quot;&quot;,&quot;8&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u4f5c\u8005: \u00a0\u00a0 \u00a0\u6768\u534e\u00a0&lt;br \/&gt;\n\u5173\u952e\u8bcd: \u00a0\u00a0 \u00a0read_html\u51fd\u6570 \u6293\u53d6 \u8868\u683c\u578b\u6570\u636e&lt;br \/&gt;\n\u53d1\u8868\u65e5\u671f: \u00a0\u00a0 \u00a02021-09-19&lt;br \/&gt;\n\u5355\u4f4d: \u00a0\u00a0 \u00a0\u6cb3\u5317\u5730\u8d28\u5927\u5b66&lt;br \/&gt;\n\u672c\u6848\u4f8b\u5229\u7528Pandas\u4e2dread_html\u51fd\u6570\u6293\u53d6\u56fd\u5bb6\u793e\u79d1\u57fa\u91d1\u9879\u76ee\u6570\u636e\u5e93\u4e2d\u7edf\u8ba1\u5b66\u6570\u636e\u3002\u6b64\u6570\u636e\u5c31\u662fTable\u8868\u683c\u578b\u6570\u636e. 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\u8bc1\u5238\u5e02\u573a\u8868\u73b0\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\u3002\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u7b80\u5316\u5e02\u573a\u73af\u5883\uff0c\u901a\u8fc7\u53ef\u63a7\u7684\u5b9e\u9a8c\u6765 \u6d4b\u8bd5\u5206\u79bb\u4e24\u79cd\u4e0d\u540c\u7684\u98ce\u9669\u5bf9\u6295\u8d44\u8005\u7684\u4fe1\u5fc3\u3002\u901a\u8fc7\u5b9e\u9a8c\uff0c\u5b66\u751f\u5728\u505a\u4ea4\u6613\u51b3\u7b56\u65f6\uff0c\u53ef \u4ee5\u5bf9\u4f01\u4e1a\u5185\u90e8\u98ce\u9669\u548c\u5916\u90e8\u98ce\u9669\u7684\u5dee\u5f02\u4ee5\u53ca\u5bb6\u5ead\u5728\u9762\u5bf9\u98ce\u9669\u6709\u76f4\u89c2\u7684\u611f\u53d7\uff0c\u6559\u5e08\u53ef \u4ee5\u901a\u8fc7\u5206\u6790\u5b66\u751f\u7684\u4ea4\u6613\u8bb0\u5f55\uff0c\u9a8c\u8bc1\u7814\u7a76\u5047\u8bbe\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/07-25\\\/232354a5f404066377.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/07-25\\\/232354a5fda7803715.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/07-25\\\/232354a603b2817874.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;59&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;339&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658393674&quot;,&quot;1765623781&quot;,&quot;1681977915&quot;,null],[&quot;775&quot;,&quot;775&quot;,&quot;course&quot;,&quot;\u91cf\u5316\u6295\u8d44\u7b56\u7565\u8bbe\u8ba1\uff1a\u4ee5\u914d\u5bf9\u4ea4\u6613\u4e3a\u4f8b&quot;,&quot;&quot;,&quot;71&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u674e\u658c&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u914d\u5bf9\u4ea4\u6613;\u8ddd\u79bb\u6cd5;A \u80a1\u5e02\u573a&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u6b66\u6c49\u5927\u5b66\u7ecf\u6d4e\u4e0e\u7ba1\u7406\u5b66\u9662&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u914d\u5bf9\u4ea4\u6613\u7b56\u7565\u4e0e\u7a0b\u5e8f\u5316\u4ea4\u6613\u8054\u7cfb\u7d27\u5bc6\uff0c\u76c8\u5229\u6027\u80fd\u8f83\u597d\uff0c\u5177\u6709\u5e7f\u9614\u7684\u524d\u666f\u3002\u672c \u4f8b\u68b3\u7406\u4e86\u76ee\u524d\u914d\u5bf9\u4ea4\u6613\u7b56\u7565\u7684\u6700\u65b0\u7814\u7a76\u8fdb\u5c55\uff0c\u8be6\u7ec6\u8bb2\u89e3\u4e86\u914d\u5bf9\u4ea4\u6613\u7684\u4e00\u822c\u6d41\u7a0b\uff0c \u968f\u540e\u53c8\u4ece\u6570\u636e\u9009\u53d6\u3001\u7b56\u7565\u9009\u62e9\u5230\u7ee9\u6548\u5c55\u793a\u4e0e\u5206\u6790\u8fdb\u884c\u4e86\u8be6\u5c3d\u7684\u8bf4\u660e\uff0c\u6309\u7167\u6807\u51c6\u5b66 \u672f\u89c4\u8303\u683c\u5f0f\u5c55\u793a\u4e86\u5b9e\u8bc1\u7ed3\u679c\u4ee5\u53ca\u5206\u6790\uff0c\u5e76\u63d0\u4f9b\u4e86\u76f8\u5173\u6750\u6599\u7684\u8bf4\u660e\u3002 \u672c\u4f8b\u5229\u7528\u4e2d\u56fd A \u80a1\u5236\u9020\u4e1a\u4f01\u4e1a\u7684\u4e0a\u5e02\u516c\u53f8\u80a1\u7968 2014 \u5e74-2015 \u5e74\u95f4\u7684\u65e5\u6536\u76d8 \u4ef7\u6570\u636e\uff0c\u5bf9\u914d\u5bf9\u4ea4\u6613\u7b56\u7565\u8fdb\u884c\u4e86\u5b9e\u8bc1\u3002\u9009\u7528\u7684\u914d\u5bf9\u4ea4\u6613\u7b56\u7565\u5229\u7528\u4e86\u8ddd\u79bb\u6cd5\u9009\u62e9\u80a1 \u7968\u5bf9\uff0c\u5229\u7528 GCR \u5f00\u4ed3\u89c4\u5219\u8fdb\u884c\u5f00\u5e73\u4ed3\u5224\u65ad\u3002\u5b9e\u8bc1\u7ed3\u679c\u8868\u660e\uff0c\u914d\u5bf9\u4ea4\u6613\u7b56\u7565\u5728\u4e2d \u56fd A \u80a1\u80a1\u7968\u5e02\u573a\u4e0a\u80fd\u591f\u83b7\u5f97\u7edf\u8ba1\u4e0a\u663e\u8457\u7684\u5229\u6da6\uff0c\u6700\u7ec8\u7d2f\u8ba1\u51c0\u503c\u8fbe 1.37\u3002\u7a33\u5065\u6027 \u68c0\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u914d\u5bf9\u4ea4\u6613\u7684\u76c8\u5229\u80fd\u529b\u76f8\u5f53\u7a33\u5065\u3002\u5728\u4e00\u5b9a\u8303\u56f4\u5185\u589e\u52a0\u53c2\u4e0e\u4ea4\u6613\u7684\u80a1 \u7968\u5bf9\u6570\u76ee\u80fd\u591f\u6539\u5584\u914d\u5bf9\u4ea4\u6613\u7b56\u7565\u7684\u7ee9\u6548\uff0c\u5f62\u6210\u671f\u548c\u4ea4\u6613\u671f\u7684\u957f\u5ea6\u5bf9\u914d\u5bf9\u4ea4\u6613\u7b56\u7565 \u7684\u7ee9\u6548\u6709\u7740\u663e\u8457\u7684\u5f71\u54cd\uff0c\u4e0d\u540c\u5f00\u5e73\u4ed3\u89c4\u5219\u53c2\u6570\u4e0b\uff0c\u914d\u5bf9\u4ea4\u6613\u7b56\u7565\u4f9d\u65e7\u662f\u76c8\u5229\u7684\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/16283972fd21130675.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/162839730db8939737.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/1628397326d5120167.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;59&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;420&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658401744&quot;,&quot;1765623937&quot;,&quot;1659335628&quot;,null],[&quot;776&quot;,&quot;776&quot;,&quot;course&quot;,&quot;\u591a\u5143\u5206\u6790\u6280\u672f\u5728\u7ecf\u7ba1\u5b9e\u9a8c\u6559\u5b66\u4e2d\u7684\u5e94\u7528\u53ca\u5e73\u53f0\u5efa\u8bbe&quot;,&quot;&quot;,&quot;71&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u738b\u658c\u4f1a ; \u8c22\u8d24\u82ac&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u6d88\u8d39\u652f\u51fa;\u805a\u7c7b\u5206\u6790;\u4e3b\u6210\u5206\u5206\u6790;\u7efc\u5408\u8bc4\u4ef7&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u66a8\u5357\u5927\u5b66\u7ecf\u6d4e\u7ba1\u7406\u5b9e\u9a8c\u6559\u5b66\u4e2d\u5fc3&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u76ee\u524d\uff0c\u6211\u56fd\u5404\u5730\u533a\u7ecf\u6d4e\u53d1\u5c55\u6c34\u5e73\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff0c\u53d7\u5176\u5f71\u54cd\uff0c\u6d88\u8d39\u6c34\u5e73\u5730\u533a\u5dee\u5f02\u4e5f\u8f83\u660e\u663e\u3002\u672c\u6587\u5efa\u7acb\u5bf9\u6211\u56fd31\u4e2a\u7701\u5e02\u533a\u5c45\u6c11\u6d88\u8d39\u80fd\u529b\u8fdb\u884c\u7efc\u5408\u8bc4\u4ef7\u7684\u6307\u6807\u4f53\u7cfb\uff0c\u8fd0\u7528\u591a\u5143\u7edf\u8ba1\u5206\u6790\u6280\u672f\u5bf9\u5404\u5730\u533a\u7684\u6d88\u8d39\u80fd\u529b\u5927\u5c0f\u8fdb\u884c\u8bc4\u4ef7\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/104414e13a96001268.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/104414e1444c461969.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/104414e14b5c237445.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;8&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;284&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658401868&quot;,&quot;1765623822&quot;,&quot;1740549895&quot;,null],[&quot;785&quot;,&quot;785&quot;,&quot;course&quot;,&quot;\u95ee\u5377\u4e4b\u5b9a\u6027\u6570\u636e\u5206\u6790\u5b9e\u9a8c\u6559\u5b66\u6848\u4f8b&quot;,&quot;&quot;,&quot;71&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u4ed8\u7ea2\u598d&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u95ee\u5377\u8c03\u67e5;\u8bfe\u7a0b\u6848\u4f8b;\u5b9a\u6027\u6570\u636e\u5206\u6790&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u4e2d\u592e\u8d22\u7ecf\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u91c7\u7528\u95ee\u5377\u8c03\u67e5\u5e76\u8fdb\u884c\u6570\u636e\u5206\u6790\u662f\u7814\u7a76\u4e2d\u5e38\u5e38\u91c7\u7528\u7684\u65b9\u6cd5\u3002\u800c\u7814\u7a76\u6210\u679c\u7684\u6709\u6548 \u6027\u53d6\u51b3\u4e8e\u662f\u5426\u6839\u636e\u7814\u7a76\u76ee\u7684\u800c\u8fdb\u884c\u7684\u95ee\u5377\u8bbe\u8ba1\u548c\u6839\u636e\u95ee\u5377\u8c03\u67e5\u83b7\u5f97\u6570\u636e\u7684\u5206\u6790\u3002 \u73b0\u5b9e\u5e94\u7528\u4e2d\uff0c\u7edd\u5927\u90e8\u5206\u95ee\u5377\u5f97\u5230\u7684\u8c03\u67e5\u7ed3\u679c\u4e3a\u5b9a\u6027\u6570\u636e\u3002\u4f5c\u4e3a\u300a\u8c03\u67e5\u4e0e\u6570\u636e\u5206\u6790\u300b \u8bfe\u7a0b\u6848\u4f8b\u7684\u4e00\u90e8\u5206\uff0c\u672c\u6848\u4f8b\u4f4d\u4e8e\u8bfe\u7a0b\u6848\u4f8b(\u9009\u9898\uff0c\u65b9\u6848\u8bbe\u8ba1\uff0c\u95ee\u5377\u8bbe\u8ba1\uff0c\u8c03\u67e5\u65b9\u6cd5 \u9009\u62e9\uff0c\u62bd\u6837\u8bbe\u8ba1\uff0c\u8c03\u67e5\u5b9e\u65bd\uff0c\u56de\u6536\u6574\u7406\uff0c\u7f16\u7801\u5f55\u5165\uff0c\u6570\u636e\u5206\u6790\uff0c\u64b0\u5199\u8c03\u67e5\u62a5\u544a)\u7f16 \u7801\u5f55\u5165\u540e\u8fdb\u5165\u6570\u636e\u5206\u6790\u57fa\u7840\u9636\u6bb5\uff0c\u91cd\u70b9\u63a2\u8ba8\u95ee\u5377\u4e2d\u5b9a\u6027\u6570\u636e\u7684\u5206\u6790\u3002\u5305\u62ec\u5982\u5355\u53d8\u91cf\u3001 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\u5510\u5e73 ; \u8bb8\u6653\u9759&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u5b8f\u89c2\u7ecf\u6d4e\u53d8\u91cf;\u80a1\u7968\u5e02\u573a;\u6ce2\u52a8\u6027;\u91d1\u878d\u5206\u6790\u8f6f\u4ef6&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2018-10-09&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): 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\u6559\u5b66\u6cd5\u91cd\u5851\u8d22\u4f1a\u5b9e\u9a8c\u6559\u5b66\u2014\u2014Autoparts production and financial analysis&quot;,&quot;&quot;,&quot;920&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u5f20\u5a9b ; \u5218\u6d77 ; \u59dc\u96e8\u6668 ; \u5de9\u667a\u950b ;&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: HANA\u5efa\u6a21;\u6c99\u76d8\u6a21\u62df;\u5927\u6570\u636e&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u4e0a\u6d77\u5bf9\u5916\u7ecf\u8d38\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u6458\u8981: \u672c\u6587\u4ee5\u521b\u65b0\u8bbe\u8ba1\u601d\u7ef4(Design Thinking,DT)\u5728\u8d22\u4f1a\u6559\u5b66\u4e2d\u7684\u5e94\u7528\u4e3a\u5207\u5165\uff0c\u4ee5\u6559\u5e08\u4e3a\u4e2d\u5fc3\u7ec4\u7ec7\u5b9e\u4e1a\u754c\u7cbe\u82f1\u4e0e\u4e13\u5bb6\u5b66\u8005\u53ca\u5b66\u751f\u4eec\u5171\u540c\u7814\u8ba8\uff0c\u53d1\u6398\u201cAutoparts production and financial analysis\u201d\u6848\u4f8b\u7684\u6559\u5b66\u4e0e\u5b9e\u8df5\u7684\u5fc5\u8981\u6027\u4e0e\u53ef\u884c\u6027\uff0c \u4ee5\u8be5\u6848\u4f8b\u4e3a\u7d20\u6750\uff0c\u7ed3\u5408\u6570\u636e\u5efa\u6a21\u6559\u5b66\uff0c\u5b66\u4e60HANA\u5efa\u6a21\u7684\u57fa\u7840\u6982\u5ff5\u4ee5\u53ca\u5728HANA 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\u6b64\u6559\u5b66\u5b9e\u9a8c\u6848\u4f8b\u65b9\u6848\u6b63\u662f\u4ee5\u201c\u91cd\u8fd4\u5371\u673a\u65f6\u4ee3\u201d\u4f5c\u4e3a\u4e3b\u9898\u601d\u60f3\u8fdb\u884c\u89c4\u5212\u548c\u8bbe\u8ba1\uff0c\u4f5c\u4e3a\u8bfe\u5802\u6559\u5b66\u7684\u6709\u76ca\u8865\u5145\u548c\u6559\u5b66\u6548\u679c\u7684\u5347\u534e\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-15\\\/17384118dbb0793633.jpg\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-15\\\/17384119e05e898805.jpg\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-15\\\/1738411a5a62822198.jpg\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;59&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;252&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658726297&quot;,&quot;1756793292&quot;,&quot;1659324586&quot;,null],[&quot;832&quot;,&quot;832&quot;,&quot;course&quot;,&quot;\u5305\u542b\u5b63\u8282\u6027\u6210\u5206\u7684\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u4e0e\u5efa\u6a21\u6848\u4f8b&quot;,&quot;&quot;,&quot;71&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u5e38\u6587\u5343 ; \u6717\u9e4f ; \u5b5f\u7426&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: time series;stationary;white noise;seasonarity&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2018-09-30&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u534e\u5317\u7406\u5de5\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000the analysis of time series data has systematic methods for various situations, and the Ontario monthly new motor vehicle sales data gives us good material for identify seasonal component and construct a suitable model. In this case, at first\uff0cwe get the data;secondly\uff0cconduct the exploratory data analysis;thirdly\uff0cshow the details of white noise and stationairy checking;at last\uff0cseasonal differencing. Line chart, auto-correlation function, partial auto-correlation function,Ljung-Box test and Dickey Fuller unit root test appear in the analysis for data information interpolation.&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-16\\\/100947b6975f478908.jpg\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-16\\\/100947b69f88913969.jpg\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/03-16\\\/100947b6a5f7816032.jpg\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;59&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;141&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658728015&quot;,&quot;1756798940&quot;,&quot;1659324579&quot;,null],[&quot;835&quot;,&quot;835&quot;,&quot;course&quot;,&quot;\u91cd\u590d\u535a\u5f08\u4e0e\u5408\u4f5c\u8fdb\u5316\u7684MATLAB\u7ade\u8d5b\u5b9e\u9a8c\u2014\u2014\u8d22\u7ecf\u4e13\u4e1a\u6570\u5b66\u5efa\u6a21\u901a\u8bc6\u8bfe\u968f\u5802\u5b9e\u9a8c\u6559\u5b66\u6848\u4f8b&quot;,&quot;&quot;,&quot;71&quot;,&quot;unpublished&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u6797\u6728&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u91cd\u590d\u535a\u5f08;\u5408\u4f5c\u8fdb\u5316;\u4e00\u62a5\u8fd8\u4e00\u62a5(TFT);MATLAB\u7f16\u7a0b&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2018-10-10&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): 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\u845b\u7433\u73b2 ; \u8499\u5f3a ; \u79e6\u5f3a ; \u97e6\u5b81\u536b ;&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u91c7\u8d2d\u9884\u7b97;\u62db\u6807&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2018-10-08&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u5e7f\u897f\u8d22\u7ecf\u5b66\u9662&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u6458\u8981: 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\u9ec4\u59d7\u59d7 ; \u5468\u7ecd\u4e1c ; \u5415\u6587\u6167 ; \u674e\u5e86\u6d77 ; \u9ec4\u8389\u82b3 ; \u5218\u82cf\u6dee&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u516c\u5171\u7269\u54c1;\u642d\u4fbf\u8f66;\u60e9\u7f5a\u673a\u5236&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u5357\u4eac\u8d22\u7ecf\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u672c\u6848\u4f8b\u57fa\u4e8e\u516c\u5171\u7269\u54c1\u7684\u7406\u8bba\u57fa\u7840\uff0c\u8bd5\u56fe\u6a21\u62df\u516c\u5171\u7269\u54c1\u4e2d\u201c\u642d\u4fbf\u8f66\u201d\u73b0\u8c61\uff0c\u8ba9\u5b66\u751f\u4f5c\u4e3a\u6295 \u8d44\u8005\u53c2\u4e0e\u5b9e\u9a8c\u5e76\u8fdb\u884c\u53cd\u590d\u535a\u5f08\uff0c\u901a\u8fc7\u5728\u5b9e\u9a8c\u4e2d\u5f15\u5165\u60e9\u7f5a\u673a\u5236\u548c\u591a\u6570\u51b3\u5b9a\u673a\u5236\u7b49\uff0c\u8ba1\u7b97\u5e76\u6bd4\u8f83 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\u80e1\u7559\u6240 ; \u8303\u7433 ; \u674e\u82f1\u826f&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u4fe1\u7528\u98ce\u9669;\u4fe1\u7528\u8bc4\u4f30;\u673a\u5668\u5b66\u4e60&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2019-09-06&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): 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\u672c\u6848\u4f8b\u5229\u7528**\u6570\u636e\uff0c\u901a\u8fc7\u514d\u8d39\u5f00\u6e90\u7684\u5de5\u5177Python\u8bed\u8a00\uff0c\u4ece\u4e2a\u4eba\u5f81\u4fe1\u6570\u636e\u7684\u6570\u636e\u6e05\u6d17\u3001\u63cf\u8ff0\u6027\u7edf\u8ba1\u3001\u53ef\u89c6\u5316\u5c55\u793a\u5230\u6570\u636e\u6316\u6398\u7684\u63a2\u7d22\u4e0e\u5206\u6790\u4ee5\u53ca\u7cbe\u5ea6\u7684\u68c0\u9a8c\u4e0e\u6bd4\u8f83\uff0c\u4ece\u7cbe\u5ea6\u7684\u89d2\u5ea6\u8bc4\u4ef7\u65b9\u6cd5\u4f18\u52a3\uff0c\u8ba9\u5b66\u751f\u638c\u63e1\u65b0\u5f0f\u5de5\u5177\u5bf9\u4e8e\u4fe1\u7528\u8bc4\u4f30\u65b9\u6cd5\u7684\u5e94\u7528\u3002\u5728\u6574\u4e2a\u5b9e\u9a8c\u8fc7\u7a0b\u4e2d\uff0c\u5b9e\u9a8c\u6307\u5bfc\u8001\u5e08\u5bf9\u5b66\u751f\u6848\u4f8b\u5b9e\u9a8c\u8fdb\u884c\u6307\u5bfc\u548c\u89e3\u6790\uff0c\u5e76\u8fdb\u884c\u6848\u4f8b\u6559\u5b66\u6548\u679c\u8fdb\u884c\u8bc4\u4ef7\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/16091175f1ef116246.png\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/16091175fee0048718.png\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2023\\\/05-05\\\/160911760568513244.png\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;59&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;411&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658820770&quot;,&quot;1765623633&quot;,&quot;1659085588&quot;,null],[&quot;874&quot;,&quot;874&quot;,&quot;course&quot;,&quot;\u7518\u8083\u7279\u8272\u519c\u4ea7\u54c1\u8425\u9500\u63a8\u5e7f\u5b9e\u9a8c\u6848\u4f8b\u2014\u2014\u201c\u9ed1\u7f8e\u4eba\u201d\u9a6c\u94c3\u85af\u5fae\u4fe1\u516c\u4f17\u63a8\u5e7f\u5e73\u53f0&quot;,&quot;&quot;,&quot;920&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u8bb8\u4e91\u6590 ; \u90ed\u6653\u4e1c ; \u79e6\u6587\u8fdb ;&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u7279\u8272\u519c\u4ea7\u54c1;\u7f51\u7edc\u8425\u9500;\u5fae\u4fe1\u516c\u4f17\u5e73\u53f0;\u9ed1\u7f8e\u4eba\u9a6c\u94c3\u85af&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u5170\u5dde\u8d22\u7ecf\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u6458\u8981: \u9a6c\u94c3\u85af\u4f5c\u4e3a\u7518\u8083\u7279\u8272\u519c\u4ea7\u54c1\uff0c\u5728\u5f53\u5730\u653f\u5e9c\u7684\u5927\u529b\u652f\u6301\u4e0b\uff0c\u9a6c\u94c3\u85af\u4ea7\u4e1a\u8fc5\u901f\u53d1\u5c55\uff0c\u7531\u539f\u6765\u5355\u7eaf\u7c97\u653e\u5f0f\u7684\u53d1\u5c55\u6a21\u5f0f\u9010\u6e10\u5411\u4ea7\u4e1a\u5316\u53d1\u5c55\u7684\u9053\u8def\u8f6c\u53d8\u3002\u9ed1\u7f8e\u4eba\u571f\u8c46\u662f\u519c\u4e1a\u4e13\u5bb6\u53cd\u590d\u8bd5\u9a8c\uff0c\u6742\u4ea4\u80b2\u79cd\u57f9\u80b2\u51fa\u6765\uff0c\u56e0\u5bcc\u542b\u7684\u82b1\u9752\u7d20\uff0c\u76ae\u8089\u5448\u9ed1\u7d2b\u8272\uff0c\u6545\u547d\u540d\u4e3a\u9ed1\u7f8e\u4eba\u571f\u8c46\u3002 \u82b1\u9752\u7d20\u5177\u6709\u6297\u764c\u3001\u517b\u989c\u3001\u7f8e\u5bb9\u548c\u9632\u6b62\u9ad8\u8840\u538b\u7b49\u591a\u79cd\u4fdd\u5065\u4f5c\u7528\u3002\u9ed1\u7f8e\u4eba\u7684\u57f9\u80b2\u5927\u5927\u63d0\u9ad8\u4e86\u571f\u8c46\u7684\u4ea7\u91cf\uff0c\u7136\u800c\u571f\u8c46\u7684\u63a8\u5e7f\u5374\u6210\u4e86\u4e00\u4e2a\u96be\u9898\uff0c\u56e0\u6b64\u501f\u7528\u5fae\u4fe1\u516c\u4f17\u5e73\u53f0\u5bf9\u9ed1\u7f8e\u4eba\u8fdb\u884c\u63a8\u5e7f\uff0c\u610f\u56fe\u5b9e\u73b0\u9ed1\u7f8e\u4eba\u7684\u5927\u91cf\u63a8\u5e7f\u4e0e\u9500\u552e\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2025\\\/03-24\\\/153035b57c38631705.jpeg\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2025\\\/03-24\\\/153035b5889c914440.jpeg\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2025\\\/03-24\\\/153035b58e56384797.jpeg\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;59&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;90&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658825059&quot;,&quot;1765618614&quot;,&quot;1682055877&quot;,null],[&quot;881&quot;,&quot;881&quot;,&quot;course&quot;,&quot;\u7edf\u8ba1\u56fe\u7684\u521b\u65b0\uff08The innovation of the statistical figure\uff09&quot;,&quot;&quot;,&quot;920&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u738b\u5e9a ; \u8a79\u9e4f ;&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u7edf\u8ba1\u56fe;Minitab;Jmp;R\u8bed\u8a00&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u5357\u4eac\u8d22\u7ecf\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u6458\u8981: \u672c\u6848\u4f8b\u4ecb\u7ecd\u4e86\u6570\u636e\u7684\u5448\u73b0\u4e0e\u5386\u53f2\u4e0a\u7684\u7edf\u8ba1\u56fe\u6848\u4f8b\uff0c\u5c55\u793a\u65b0\u7edf\u8ba1\u56fe\u53ca\u6a21\u5f0f\uff0c\u8bb2\u89e3\u548c\u6f14\u793a\u521b\u65b0\u7edf\u8ba1\u56fe\u539f\u5219\u4e0e\u65b9\u6cd5\uff0c\u7528\u6848\u4f8b\u793a\u8303\u7528Minitab\u3001Jmp\u3001R \u8bed\u8a00\u7a0b\u5e8f\u521b\u5efa\u65b0\u7edf\u8ba1\u56fe\uff0c\u5b89\u6392\u5b66\u751f\u4e0a\u673a\u8fdb\u884c\u9a8c\u8bc1\u3001\u63a2\u7d22\u548c\u521b\u65b0(\u6a21\u4eff\u6216\u5e73\u884c\u5236\u4f5c)1-2\u4e2a\u65b0\u7edf\u8ba1\u56fe\u3002&lt;\/p&gt;\n&quot;,&quot;0.00&quot;,&quot;0.00&quot;,&quot;100&quot;,&quot;0&quot;,&quot;discount&quot;,&quot;{\&quot;large\&quot;:\&quot;public:\\\/\\\/course\\\/2025\\\/03-24\\\/15421138b4fe817537.jpeg\&quot;,\&quot;middle\&quot;:\&quot;public:\\\/\\\/course\\\/2025\\\/03-24\\\/15421138bf7c033092.jpeg\&quot;,\&quot;small\&quot;:\&quot;public:\\\/\\\/course\\\/2025\\\/03-24\\\/15421138c617045551.jpeg\&quot;}&quot;,&quot;1&quot;,&quot;1.&quot;,&quot;59&quot;,&quot;1&quot;,&quot;1&quot;,&quot;0&quot;,&quot;0&quot;,&quot;93&quot;,&quot;0&quot;,&quot;0&quot;,&quot;0&quot;,&quot;1658826830&quot;,&quot;1765625554&quot;,&quot;1682409871&quot;,null],[&quot;884&quot;,&quot;884&quot;,&quot;course&quot;,&quot;\u805a\u7f8e\u4f18\u54c1\u4e0d\u4f18\u7f8e \u4e00\u7ebf\u751f\u673a\u4f55\u6240\u5728&quot;,&quot;&quot;,&quot;920&quot;,&quot;published&quot;,&quot;1&quot;,&quot;1&quot;,&quot;&lt;p&gt;\u3000\u3000\u4f5c\u8005: \u51af\u5c0f\u7fe0 ; \u5d14\u94ed ; \u5b59\u5a1c ; \u5218\u653f\u6c38 ; \u738b\u708e ;&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u805a\u7f8e\u4f18\u54c1;\u7535\u5546\u5e73\u53f0;\u5e02\u573a\u8c03\u7814;\u8425\u9500\u7ec4\u5408\u7b56\u7565&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2017-12-22&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u6cb3\u5317\u91d1\u878d\u5b66\u9662&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u6458\u8981: 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\u82cf\u827a ; \u5510\u632f\u8fbe ; \u674e\u4fdd\u5a75&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u751f\u6001\u8d44\u4ea7;\u751f\u6001\u8d44\u4ea7\u670d\u52a1\u529f\u80fd;\u8d44\u4ea7\u8bc4\u4f30;\u6d77\u5c9b&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2019-09-29&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): 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\u6768\u67f3&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u5546\u4e1a\u94f6\u884c;\u4eff\u771f;\u6a21\u62df&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2018-10-07&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): 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\u9093\u9e23\u8302 ; \u6768\u975e\u6c60&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u673a\u5668\u5b66\u4e60;\u91cf\u5316\u4ea4\u6613;LSTM\u6a21\u578b;\u6a21\u578b\u56de\u6d4b;\u6a21\u62df\u4ea4\u6613;BigQuant\u4eba\u5de5\u667a\u80fd\u91cf\u5316\u5e73\u53f0;\u56fd\u6cf0\u5b89\u865a\u62df\u4ea4\u6613\u6240&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2019-09-17&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u4e0a\u6d77\u5bf9\u5916\u7ecf\u8d38\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000LSTM(Long Short Term Memory)\u662f\u4e00\u79cd \u7279\u6b8a\u7684RNN\u7c7b\u578b\uff0c\u540c\u5176\u4ed6\u7684RNNs\u76f8\u6bd4\u53ef\u4ee5\u66f4\u52a0\u65b9\u4fbf\u5730\u5b66\u4e60\u957f\u671f\u4f9d\u8d56\u5173\u7cfb\uff0c\u56e0\u6b64\u6709\u5f88\u591a\u4eba\u8bd5\u56fe\u5c06\u5176\u5e94\u7528\u4e8e \u65f6\u95f4\u5e8f\u5217\u7684\u9884\u6d4b\u95ee\u9898 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Learning\u57fa\u672c\u8fd8\u9700\u8981\u4eba\u5de5\u53bb\u8c03\u6574\u53c2\u6570\uff0c\u9700\u8981\u8003\u8651\u8c03\u53c2\u4eba\u5458\u7684\u7ecf\u9a8c;(3)Machine Learning\u5904\u7406\u7684\u6570\u636e\u524d\u671f\u81f3\u5c11\u8981\u6c42\u662f\u76f8\u5bf9\u5168\u9762\u7684\uff0c\u4e0d\u5168\u9762\u7684\u6570\u636e\u3001\u751a\u81f3\u5982\u679c\u6709\u91cd\u8981\u7684\u6570\u636e\u6709\u6240\u9690\u85cf\uff0c\u5bf9\u4e8e\u4efb\u4f55\u5b66\u4e60\u6a21\u578b\u6765\u8bb2\u57fa\u672c\u90fd\u662f\u707e\u96be;(4)Machine 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\u9ec4\u6f47\u5a77 ; \u9648\u632f\u534e ;&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u5173\u952e\u8bcd: \u666f\u533a;\u65c5\u6e38\u8005;\u6e38\u5ba2\u884c\u4e3a;\u6e38\u5ba2\u7ba1\u7406;\u8bbe\u65bd\u8bbe\u8ba1&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u53d1\u8868\u65e5\u671f: 2016-12&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u51fa\u7248\u793e(\u5b66\u4f4d\u6388\u4e88\u5355\u4f4d): \u5c71\u4e1c\u5927\u5b66&lt;\/p&gt;\n\n&lt;p&gt;\u3000\u3000\u6458\u8981: 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