{"id":395,"date":"2019-04-15T13:22:15","date_gmt":"2019-04-15T05:22:15","guid":{"rendered":"http:\/\/www.91tfboys.com\/?p=395"},"modified":"2019-04-26T20:51:43","modified_gmt":"2019-04-26T12:51:43","slug":"%e8%87%aa%e7%84%b6%e8%af%ad%e8%a8%80%e5%a4%84%e7%90%86%e5%ba%93snownlp%e4%b9%8b%e6%83%85%e7%bb%aa%e5%88%a4%e6%96%ad","status":"publish","type":"post","link":"https:\/\/www.91tfboys.com\/?p=395","title":{"rendered":"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93snowNLP\u4e4b\u60c5\u7eea\u5224\u65ad"},"content":{"rendered":"<p>\u83b7\u6089snowNLP\u53ef\u4ee5\u8fdb\u884c\u6587\u672c\u7684\u60c5\u7eea\u5206\u6790\uff0c\u9042\u627e\u6765\u6559\u7a0b\u8bd5\u9a8c\u4e00\u4e0b\uff0c\u7ed3\u679c\u5e76\u4e0d\u662f\u5f88\u597d\u3002\u53ef\u80fd\u548c\u8bed\u6599\u6709\u5173\u3002<!--more--><\/p>\n<p>\u200b\u200b\u200b\u8fd9\u91cc\u4f7f\u7528\u7684\u6d4b\u8bd5\u8bed\u6599\u6765\u6e90\u6709\uff1a\u73ed\u7ea7\u5fae\u4fe1\u7fa4\u7684\u804a\u5929\u8bb0\u5f55\u3001\u67d0\u5fae\u535a\u70ed\u95e8\u8bdd\u9898\u5fae\u535a\u6b63\u6587\u53ca\u8bc4\u8bba\u3001\u5fae\u535a\u65e5\u5e38\u516c\u4f17\u8d26\u53f7\u5fae\u535a\u6b63\u6587\u53ca\u8bc4\u8bba\u3002\u8bed\u6599\u4e2d\u7684\u6570\u636e\u4e3a\u516c\u5171\u53ef\u83b7\u5f97\u6570\u636e\uff0c\u4ec5\u4f5c\u6d4b\u8bd5\u4f7f\u7528\uff0c\u65e0\u5176\u4ed6\u7528\u9014\u3002<\/p>\n<p>\u9996\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0bsnowNLP\u3002SnowNLP\u662f\u4e00\u4e2aPython\u5199\u7684\u7c7b\u5e93\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5904\u7406\u4e2d\u6587\u6587\u672c\u5185\u5bb9\uff0c\u6240\u6709\u7684\u7b97\u6cd5\u90fd\u662f\u81ea\u5df1\u5b9e\u73b0\u7684\uff0c\u5e76\u4e14\u81ea\u5e26\u4e86\u4e00\u4e9b\u8bad\u7ec3\u597d\u7684\u5b57\u5178\u3002\u672c\u7a0b\u5e8f\u90fd\u662f\u5904\u7406\u7684unicode\u7f16\u7801\uff0c\u6240\u4ee5\u4f7f\u7528\u65f6\u9700\u8981\u81ea\u884cdecode\u6210unicode\u3002\u636e\u4ecb\u7ecd\uff0c\u5728\u505a\u60c5\u7eea\u5206\u6790\u65f6\uff0c\u8fd4\u56de\u503c\u4e3a\u6b63\u9762\u60c5\u7eea\u7684\u6982\u7387\uff0c\u8d8a\u63a5\u8fd11\u8868\u793a\u6b63\u9762\u60c5\u7eea\uff0c\u8d8a\u63a5\u8fd10\u8868\u793a\u8d1f\u9762\u60c5\u7eea\u3002\uff08\u672c\u6bb5\u5f15\u81ea\u00a0<a href=\"https:\/\/www.jianshu.com\/p\/4692d1b5364d\" target=\"_blank\" rel=\"noopener\">\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\u4e4bsnowNLP &#8211; \u7b80\u4e66<\/a>\u00a0\uff09\u53e6\u5916\uff0c\u52a0\u8f7d\u8fd9\u4e2a\u5e93\u4e5f\u5f88\u6162\u3002from snownlp import snowNLP \u9700\u89815\u79d2\uff08win10 i5-4200U \u6d4b\u8bd5\u673a\uff0cPython 2.7\uff09\u3002<\/p>\n<p>\u5b9a\u4e49\u51fd\u6570qingan(text)\uff0c\u8f93\u51fa\u60c5\u7eea\u5206\u6790\u503c\u3002\u51fd\u6570\u5982\u4e0b\uff1a<\/p>\n<pre><code>def qingan(text):\r\n    s = SnowNLP(text) \r\n    print s.sentiments <\/code><\/pre>\n<p>\u6d4b\u8bd5\u6570\u636e\u5728\u4e0b\u9762\uff0c\u5148\u7ed9<b>\u7ed3\u8bba<\/b>\u5427\uff1a<\/p>\n<p>\u7ecf\u6d4b\u8bd5\uff0c\u8fd9\u4e2a\u7cfb\u7edf\u5206\u6790\u7684\u4e0d\u662f\u5f88\u51c6\u3002\u6d4b\u8bd5\u7ed3\u679c\u548c\u4ecb\u7ecd\u4e0d\u592a\u4e00\u81f4\uff0c\u611f\u89c9\u66f4\u50cf\u662f\u5206\u6790\u60c5\u7eea\u9971\u6ee1\u7a0b\u5ea6\u7684\uff0c\u4f46\u4ecd\u6709\u7ed3\u679c\u4e0d\u597d\u7684\u60c5\u51b5\u3002\u8fd9\u4e2a\u7ed3\u679c\u53ef\u80fd\u548c\u4f7f\u7528\u7684\u8bed\u6599\u6709\u5173\uff0c\u4f46\u8fd9\u4e9b\u5c31\u662f\u771f\u5b9e\u7684\u6765\u81ea\u4e92\u8054\u7f51\u7528\u6237\u7684\u6570\u636e\uff0c\u5982\u679c\u8fd9\u4e9b\u5224\u65ad\u4e0d\u51c6\uff0c\u90a3\u8fd9\u4e2a\u7cfb\u7edf\u662f\u4e0d\u662f\u771fout\u4e86\uff1f<\/p>\n<p>\u6700\u540e\u7684\u6d4b\u8bd5\u6570\u636e\u4e0e\u7ed3\u679c\u5982\u4e0b\u3002<\/p>\n<hr \/>\n<p>\u5f97\u5206\uff1a\u9ad8\uff08\u6ee1\u5206\uff09\uff08\u5c45\u7136\u8fd8\u6709\u6ee1\u5206\u7684\uff1f\uff01\uff01<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u51c6\u5907\u8003\u7814\u7684\u5927\u4e8c\u515a\uff0c\u770b\u5230\u8fd9\u4e2a\u6d88\u606f\u7740\u5b9e\u9707\u60ca\uff0c\u5237\u4e86\u8003\u7814\u515a\u7684\u5fae\u535a\u66f4\u662f\u89c9\u5f97\uff0c\u7279\u522b\uff0c\u5fc3\u75bc\u3002\u867d\u7136\u6ca1\u6709\u7ecf\u5386\u8fc7\u8003\u7814\uff0c\u4f46\u4e5f\u660e\u767d \u8003\u7814\u515a\u548c\u9ad8\u4e09\u515a\u662f\u4e00\u6837\u7684\u8f9b\u82e6\u751a\u81f3\u5f3a\u4e8e\u540e\u8005\uff0c\u53ef\u662f\uff0c\u4e00\u8154\u70ed\u8840\uff0c\u4e00\u8154\u5b64\u52c7\uff0c\u5168\u90fd\u8f93\u7ed9\u4e86\u4e0d\u516c\uff01\uff01\uff01\u90a3\u79cd\u611f\u89c9\u662f\u6240\u6709\u7684\u52aa\u529b\uff0c\u4eff\u4f5b\u90fd\u62ff\u53bb\u5582\u4e86\u72d7\u7684\u5fc3\u75db\uff01\uff01\u4ee5\u53ca\uff0c\u5bf9\u8fd9\u4e2a\u793e\u4f1a\u7684\u5fc3\u5bd2\u3002\u6559\u80b2\u90e8\u7528\u4e24\u4e2a\u5b57\u4fbf\u5426\u5b9a\u4e86\u8fd9\u4e00\u5207\uff0c\u8fdd\u6cd5\u8005\u900d\u9065\u81ea\u5728\uff0c\u800c\u4e00\u4f17\u8003\u751f\u5728\u8fd9\u4e2a\u51ac\u65e5\u91cc\u600e\u4e48\u90fd\u7168\u4e0d\u6696\u90a3\u9897\u51b0\u51c9\u7684\u5fc3\u3002\u65e2\u7136\u90fd\u662f\u4e3a\u4e86\u9009\u62d4\u4eba\u624d\uff0c\u4e3a\u4ec0\u4e48\u8003\u7814\u4e0d\u53ef\u4ee5\u548c\u9ad8\u8003\u4e00\u6837\u4fdd\u8bc1\u57fa\u672c\u7684\u516c\u5e73\uff1f\uff01\uff01\uff01\u4e3a\u4ec0\u4e48\uff0c\u8981\u62ff\u8fd9\u79cd\u6c61\u6d4a\u7684\u4e8b\u60c5\u53bb\u73b7\u6c61\u5927\u5bb6\u7684\u8d64\u5b50\u4e4b\u5fc3\uff01\uff01\uff01\uff01\uff01\u8fd9\u4e2a\u56de\u7b54\uff0c\u4e0d\u8db3\u4ee5\u8ba9\u5927\u5bb6\u4fe1\u670d\uff0c\u5e0c\u671b\u6559\u80b2\u90e8\u53ef\u4ee5\u771f\u6b63\u6709\u6240\u4f5c\u4e3a\uff0c\u5373\u4f7f\u4e0d\u80fd\u5f25\u8865\uff0c\u4e5f\u8981\u4e00\u4e2a\u771f\u76f8\uff01&#8217;)<\/p>\n<p>1.0<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6210\u957f\u662f\u4e00\u4e2a\u4e0d\u65ad\u9009\u62e9\u7684\u8fc7\u7a0b\uff0c\u9762\u5bf9\u4eba\u751f\u65e0\u6570\u4e2a\u5c94\u8def\u53e3\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5fc5\u987b\u4f5c\u51fa\u81ea\u5df1\u7684\u9009\u62e9\u3002\u9009\u62e9\u4e86\u575a\u5f3a\uff0c\u5c31\u653e\u5f03\u4e86\u61e6\u5f31\uff1b\u9009\u62e9 \u4e86\u594b\u6597\uff0c\u5c31\u653e\u5f03\u4e86\u5b89\u9038\uff1b\u9009\u62e9\u4e86\u72ec\u884c\uff0c\u5c31\u653e\u5f03\u4e86\u8ddf\u968f\u3002\u9009\u62e9\u6bd4\u52aa\u529b\u66f4\u91cd\u8981\uff0c\u56e0\u4e3a\u9009\u62e9\u51b3\u5b9a\u7740\u4eba\u751f\u7684\u65b9\u5411\uff0c\u5f15\u5bfc\u7740\u672a\u6765\u7684\u53d1\u5c55\uff0c\u4e00\u65e6\u9009\u62e9\u51fa\u73b0\u9519\u8bef\uff0c\u66f4\u591a\u7684\u52aa\u529b\u53ea\u4f1a\u5e26\u6765\u66f4\u5927\u7684\u504f\u79bb\u3002 &#8216;)<\/p>\n<p>1.0<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6211\u64cd\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u54c8\u560e \u560e\u560e\u560e\u560e\u560e\u560e\u560e\u54c8\u54c8\u54c8\u54c8\u6211tm\u5f00\u59cb\u8fd8\u4ee5\u4e3a\u653e\u70df\u82b1\u54c8\u54c8\u54c8\u54c8\u8bf7\u95ee\u8c01\u80fd\u60f3\u5230\uff1f\uff1f\uff1f\u6211\u95ee\u5404\u4f4d\u59d0\u59b9\u4eec\uff0c\u4f60\u4eec\u8c01\u80fd\u60f3\u5230\uff01\uff01\uff01\uff01\uff01\u8c01\uff01\uff01\u6709\u8c01\uff01 &#8216;)<\/p>\n<p>1.0<\/p>\n<p>&nbsp;<\/p>\n<p>\u5f97\u5206\uff1a \u9ad8\uff080.9999\uff09\uff08\u8bf4\u60c5\u7eea\u9971\u6ee1\uff1f\u4e0d\u7b26\u5408\uff1b\u8bf4\u60c5\u7eea\u6b63\u8d1f\uff1f\u4e5f\u4e0d\u592a\u5bf9\u2026\u2026<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u5173\u6ce8\u4e86\u4e00\u5929\u6570\u5b66\u9898\u7684\u65b0\u95fb \u5fc3\u91cc\u4e45\u4e45\u4e0d\u80fd\u5e73\u9759 \u6211\u8003\u7814\u7684\u65f6\u5019 \u4e00\u5927\u534a\u65f6\u95f4\u90fd\u82b1\u7ed9\u4e86\u6570\u5b66\u4e0a \u4e5f\u6df1\u6df1\u4f53\u4f1a\u8fc7\u96f6\u57fa\u7840\u7684\u590d\u4e60\u6709\u591a \u4e48\u7684\u96be\u53d7 \u4e0d\u60f3\u5984\u52a0\u8bc4\u8bba\u548c\u731c\u6d4b\u8fd9\u4ef6\u4e8b\u60c5\u7684\u771f\u5b9e\u6027 \u53ea\u5e0c\u671b\u770b\u5230\u8fd9\u6761\u5fae\u535a\u7684\u5f1f\u5f1f\u59b9\u59b9\u4eec\u6700\u540e\u7684\u6210\u7ee9\u90fd\u80fd\u6709\u4e00\u4e2a\u6ee1\u610f\u7684\u7ed3\u679c&#8217;)<\/p>\n<p>0.999999989194<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4f5c\u4e3a\u66fe\u7ecf\u7684\u4e00\u53ea\u4e8c\u6218\u72d7\uff0c\u6df1\u77e5\u8003\u7814\u6709\u591a\u4e48\u8f9b\u82e6\uff0c\u6709\u591a\u5c11\u5b66\u5b50\u662f\u548c\u5f53\u5e74\u7684\u6211\u662f\u51b2\u7740\u8003\u7814\u7684\u516c\u5e73\u516c\u6b63\u53bb\u7684\uff1f\u4eca\u5e74\u5076\u7136\u5f97\u77e5\u6cc4\u9898 \u4e8b\u4ef6\uff0c\u5475\u5475\u4e86\uff0c\u5148\u662f\u6570\u5b66\u674e\u6797\uff0c\u53c8\u6709\u7ba1\u7efc\u738b\u6770\u901a\uff0c\u8003\u7814\u5df2\u7ecf\u6210\u4e3a\u67d0\u4e9b\u4eba\u7684\u635e\u91d1\u77f3\u4e86\u5417\uff1f\u67e5\u8bc1\u4e0d\u5b9e\uff1f\u5fae\u535a\u53d1\u7684\u539f\u9898\u7b97\u4e0d\u7b97\u5b9e\u9524\uff1f\u8981\u4e0d\u8981\u627e\u4e2a\u8003\u751f\u5bf9\u4e00\u4e0b\uff1f\u771f\u7684\u6c14\u6124\uff01&#8217;)<\/p>\n<p>0.999999982059<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u767e\u5ea6\u5b89\u5168\u4e13\u5bb6\u64b0\u5199,\u96f6\u57fa\u7840\u5b66\u4e60\u667a\u80fd\u5316Web\u5b89\u5168\u6280\u672f\uff0cAI+\u5b89\u5168\u3002 \u672c\u4e66\u4ece\u6df1\u5ea6\u5b66\u4e60\u7684\u57fa\u672c\u6982\u5ff5\u3001\u5e38\u7528\u5de5\u5177\u5165\u624b\uff0c\u5c55\u793a\u4e86\u5728\u9519 \u7efc\u590d\u6742\u7684Web\u5b89\u5168\u4e2d\u5982\u4f55\u667a\u80fd\u5316\u5730\u638c\u63a7\u4fe1\u606f\u5b89\u5168&#8217;)<\/p>\n<p>0.999999931302<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u674e\u6797\u8001\u5e08\uff0c\u4e8c\u91cd\u79ef\u5206\u4f60\u53ea\u8bb2\u4e86\u4e00\u4e2a\u9898\uff0c\u8003\u4e86\u6446\u7ebf\u65b9\u7a0b\u7684\uff1b\u53d8\u5316\u7387\u53ea\u8bb2\u4e86\u4e00\u4e2a\u9898\uff0c\u521a\u597d\u662f\u6570\u4e8c\u539f\u9898\uff0c\u6570\u636e\u90fd\u4e0d\u6539\uff1b\u4e0d\u5b9a\u79ef\u5206 \u4f60\u770b\u4f3c\u5217\u4e86\u90a3\u4e48\u591a\u6362\u5143\u7684\u60c5\u51b5\uff0c\u53ef\u53ea\u62bd\u51fa\u4e00\u4e2a\u542b\u6709(1+e^x)^1\/2\u7684\u8bb2\uff0c\u4e5f\u8003\u4e86\uff0c\u6570\u5217\u6781\u9650\u9898\u9012\u63a8\u51fd\u6570\u4f60\u4e5f\u9884\u6d4b\u5230\u4e86\uff0c\u7ebf\u4ee3\u4e5f\u662f\u539f\u9898\uff0c\u8003\u7814240\u4e07\u8003\u751f\u773c\u775b\u778e\u4e86\uff0c\u90fd\u4e0d\u4e00\u6837\uff1f\u767d\u9a6c\u975e\u9a6c\uff1f\u4e0d\u8981\u628a\u4eba\u5f53\u50bb\u5b50\uff01&#8217;)<\/p>\n<p>0.999999813081<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u7f8e\u56fd\u8d8a\u6218\u60e8\u8d25\uff0c\u6574\u6574\u4e00\u4ee3\u5e74\u8f7b\u4eba\u4e0e\u56fd\u5bb6\u80cc\u5fc3\u79bb\u5fb7\uff0c\u52a0\u4e0a\u77f3\u6cb9\u5371\u673a\uff0c\u9677\u5165\u4e25\u91cd\u7684\u793e\u4f1a\u548c\u7ecf\u6d4e\u5371\u673a&#8217;)<\/p>\n<p>0.999977720733<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4ed6\u6307\u51fa\uff0c\u4e0d\u5fd8\u521d\u5fc3\uff0c\u7262\u8bb0\u4f7f\u547d\uff0c\u9996\u5148\u8981\u4ece\u4e2d\u592e\u653f\u6cbb\u5c40\u7684\u540c\u5fd7\u505a\u8d77\u3002\u804c\u4f4d\u8d8a\u9ad8\u8d8a\u8981\u5fe0\u4e8e\u4eba\u6c11\uff0c\u5168\u5fc3\u5168\u610f\u4e3a\u4eba\u6c11\u670d\u52a1\u3002\u53ea\u6709\u656c \u754f\u6cd5\u5f8b\u3001\u656c\u754f\u7eaa\u5f8b\uff0c\u5728\u5ec9\u6d01\u81ea\u5f8b\u4e0a\u4f5c\u51fa\u8868\u7387\uff0c\u624d\u80fd\u62c5\u8d77\u80a9\u4e0a\u7684\u91cd\u4efb\u3002&#8217;)<\/p>\n<p>0.999977190328<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u8fd9\u8001\u5e08\u7684\u6570\u5b66\u8bfe\u6211\u5927\u4e00\u4e0a\u8fc7\uff0c\u771f\u7684\u8bb2\u5f97\u4e0d\u9519&#8217;)<\/p>\n<p>0.999944075569<\/p>\n<p>&nbsp;<\/p>\n<p>\u5f97\u5206\uff1a \u9ad8\uff080.9\uff09<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;18\u8003\u7814\u6570\u5b66\u4e09\uff0c\u867d\u7136\u6cc4\u9898\u5927\u90e8\u5206\u5728\u6570\u4e8c \u4eca\u5e74\u6211\u4e5f\u8003\u4e0d\u4e0a\u4e86 \u53ea\u662f\u770b\u5230\u4e8b\u6001\u53d1\u5c55\u5230\u73b0\u5728\u8fd9\u6837\u6211\u5df2\u7ecf\u4e0d\u77e5\u9053\u8981\u4e0d\u8981\u4e8c\u6218\u4e86 \u662f\u51fa\u56fd\u8fd8\u662f\u7ee7\u7eed \u4e00\u6574\u5e74\u7684\u65f6\u95f4\u4e0d\u662f\u8bf4\u7740\u73a9\u7684 \u5982\u679c\u660e\u5e74\u8ba4\u771f\u51c6\u5907\u53c8\u51fa\u73b0\u8fd9\u6837\u60c5\u51b5\u5462 \u5f88\u6015\u5f88\u8ff7\u832b \u200b\u200b\u200b\u200b&#8217;)<\/p>\n<p>0.999866689851<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u5efa\u8bae\u660e\u5e74\u8003\u7814\u7684\u540c\u5b66\uff0c\u4e00\u5b9a\u8981\u4e0a\u8f85\u5bfc\u73ed\uff0c\u4e00\u5b9a\u662f\u674e\u6797\u8001\u5e08\u7684\u8f85\u5bfc\u73ed\u3002\u8981\u4e0d\u7136\u5c31\u540e\u6094\u6b7b\u4e86\uff0c\u8fc7\u540e\u8fd8\u5f97\u62b1\u6028&#8217;)<\/p>\n<p>0.999808482289<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u8003\u8bd5\u4e2d\u5fc3\u662f\u771f\u89c9\u5f97\u4e24\u767e\u591a\u4e07\u8003\u751f\u90fd\u662f\u50bb\u5b50\u3002 \u770b\u5b8c\u89c6\u9891\u548c\u8bd5\u5377\u8fd8\u89c9\u5f97\u6ca1\u6cc4\u9898\u7684\u4e0d\u662f\u6ca1\u5b66\u8fc7\u6570\u5b66\u5c31\u662f\u8111\u6b8b\u3002&#8217;)<\/p>\n<p>0.998847132778<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u7231\u4e0e\u75db\u5982\u6628\u591c\u559d\u7684\u9152\uff0c\u8ba9\u5f80\u4e8b\u9010\u6e10\u53d8\u5f97\u6e29\u67d4&#8217;)<\/p>\n<p>0.99440633728<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u5c71\u957f\u6c34\u9614\uff0c\u6765\u65e5\u65b9\u957f\uff0c\u53ea\u8981\u81ea\u5df1\u53d8\u5f97\u66f4\u597d\uff0c\u5e78\u798f\u603b\u4f1a\u6765\u6572\u95e8\u3002&#8217;)<\/p>\n<p>0.991019011971<\/p>\n<p>&nbsp;<\/p>\n<p>\u5f97\u5206\uff1a \u4f4e\uff080.0\uff09\uff08\u4e3a\u4ec0\u4e48\u6709\u7684\u4e2d\u6027\u7684\u53e5\u5b50\u4e5f\u5f97\u5206\u8fd9\u4e48\u4f4e\uff1f<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u9a82\u8fc7\u8c01\u9ebb\u70e6\u9053\u4e2a\u6b49\u5427\uff0c\u4efb\u4f55\u4eba\u90fd\u4e0d\u662f\u4f60\u6709\u8d44\u683c\u9a82\u7684\u597d\u5417\uff0c\u62cd\u62cd\u5c41\u80a1\u8d70\u4eba\u4e86\u5c31\uff1f&#8217;)<\/p>\n<p>0.000107345740488<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u9000\u94b1\uff01\u4e00\u5757\u94b1\u4e5f\u8981\u9000\uff01\uff01\uff01\uff01&#8217;)<\/p>\n<p>0.00111032214202<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u5bf9\u4e0d\u8d77 \u60a8\u8fd9\u79cd\u5783\u573e \u6211\u6b7b\u78d5\u5230\u5e95&#8217;)<\/p>\n<p>0.00506737861685<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6211\u4eec\u505a\u5230\u4e86\u8bda\u4fe1\u8003\u8bd5 \u6ca1\u6709\u4f5c\u5f0a \u7ef4\u62a4\u516c\u5e73 \u90a3\u4e48\u662f\u5426\u4f60\u4eec\u4e5f\u53ef\u4ee5\u505a\u5230\u516c\u5e73\u5462&#8217;)<\/p>\n<p>0.0234588001327<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6162\u6162\u8d70\uff0c\u5982\u679c\u5b9e\u5728\u4e0a\u4e0d\u52a8\uff0c\u4e0d\u8981\u52c9\u5f3a\uff0c\u5728\u534a\u8def\u4f11\u606f\u00a0 \u7b49\u5176\u4ed6\u4eba\u4e00\u8d77\u4e0b\u5c71\u00a0 \u00a0 \u5176\u5b9e\u6211\u4e0a\u6b21\u53bb\u4e5f\u7d2f\u7684\u591f\u545b\u00a0 \u00a0&#8216;)<\/p>\n<p>0.0537953257635<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u8003\u4e0d\u597d\u786e\u5b9e\u662f\u6211\u81ea\u5df1\u7684\u539f\u56e0\u6ca1\u4ec0\u4e48\u53ef\u62b1\u6028\u7684\uff0c\u4f46\u662f\u6cc4\u9898\u5c31\u662f\u4e0d\u5bf9\u554a\u5c31\u662f\u4e0d\u516c\u5e73\u554a\uff01&#8217;)<\/p>\n<p>0.0765752816484<\/p>\n<p>&nbsp;<\/p>\n<p>\u5f97\u5206\uff1a \u4f4e\uff080.1\uff09<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6211\u4e0d\u77e5\u9053\u6cc4\u9898\u7684\u6807\u51c6\u662f\u4ec0\u4e48\u3002\u4f46\u662f\u5982\u679c\u4f60\u770b\u4e86\u4e09\u4e2a\u5c0f\u65f6\u89c6\u9891\uff0c\u4f60\u5c31\u80fd\u4f5c\u5bf9\u4e00\u7cfb\u5217\u9898\u76ee\uff0c\u800c\u6211\u6574\u6574\u4e09\u767e\u5929\uff0c\u6bcf\u5929\u4e94\u5c0f\u65f6\u3002\u4f60 \u89c9\u5f97\u516c\u5e73\u5417\uff1f&#8217;)<\/p>\n<p>0.110424843622<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u592a\u8fc7\u5206\u4e86&#8217;)<\/p>\n<p>0.140218984501<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6211\u8fd8\u6709\u4e00\u4e2a\u4fe1\u606f\u68c0\u7d22\u7cfb\u7edf\u6ca1\u5199&#8217;)<\/p>\n<p>0.167981339377<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4f60\u5431\u4e00\u58f0\uff0c\u968f\u65f6\u5e2e\u4f60\u5f00\u5f20&#8217;)<\/p>\n<p>0.177974411121<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u673a\u5668\u5341\u4e07\u518d\u52a0\u4e0a\u7535\u8d39\u573a\u5730\u5f97\u5356\u591a\u5c11\u70e7\u997c\u624d\u80fd\u56de\u672c\uff1f&#8217;)<\/p>\n<p>0.178133929668<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6211\u8981\u9000\u7fa4&#8217;)<\/p>\n<p>0.188627558757<\/p>\n<p>&nbsp;<\/p>\n<p>\u5f97\u5206\uff1a \u4e2d\u9ad8\uff080.7 &#8211; 0.8\uff09<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u54ce\uff01\u6211\u597d\u60f3\u8ba9\u6211\u4eec\u8001\u5e08\u8981\u6c42\u4e00\u6b21\u5440&#8217;)<\/p>\n<p>0.915767762292<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4f60\u8fd9\u6837\u5f00\u5632\u8bbd\u4f1a\u4e0d\u4f1a\u88ab\u4eba\u6253&#8217;)<\/p>\n<p>0.897529312667<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;iPad\u65e0\u53ef\u539a\u975e\uff0c\u6280\u672f\u662f\u65e0\u4ef7\u7684\uff0c\u56fd\u8d27\u771f\u4e0d\u611f\u606d\u7ef4\uff0c\u50cf\u5c0f\u7c73m1\u786c\u4ef6\u5f88\u7280\u5229\uff0c\u79d2\u6740i9100;\u800c\u4ef7\u94b1\u662f\u4e09\u661f\u7684\u4e00\u534a\uff0c\u5982\u679c\u5c0f\u7c73\u53564000\uff0c\u4f1a\u6709\u4eba\u4e70\u5417\uff1f&#8217;)<\/p>\n<p>0.895548569558<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4e2d\u56fd\u8981\u5b8c\u4e86&#8217;)<\/p>\n<p>0.830902556095<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6211\u9664\u4e86\u6ee1\u610f\u5c4f\u5e55\u4ee5\u5916\uff0c\u5176\u4ed6\u90fd\u8868\u793a\u5f88\u65e0\u8bed\uff0c\u6709\u5f88\u5927\u7684\u610f\u601d\u53bb\u4e70\u5417\uff1f&#8217;)<\/p>\n<p>0.796925807175<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u522b\u50bb\u4e86\uff0c\u4e8b\u60c5\u90fd\u8fd9\u6837\u4e86\uff0c\u4f60\u89c9\u5f97\u73b0\u5728\u8fd8\u80fd\u770b\u5230\u5b8c\u6574\u7684\u89c6\u9891\u4e48&#8217;)<\/p>\n<p>0.789488169711<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u53cd\u6b63\u4e0d\u7ba1\u5982\u4f55\u00a0 \u00a0\u91cd\u8003\uff1f\u4e0d\u53ef\u80fd\uff01\u6210\u7ee9\u4f5c\u5e9f\uff1f\u4e0d\u53ef\u80fd\uff01\u56e0\u4e3a\u8fd9\u6837\u5bf9\u4e8e\u90a3\u4e9b\u672c\u6765\u5c31\u8003\u7684\u5f88\u597d\u7684\u4eba\u4e5f\u4e0d\u516c\u5e73\u00a0 \u00a0\u53cd\u6b63\u81ea\u5df1\u7684\u6210\u7ee9 \u662f\u9ad8\u662f\u4f4e \u662f\u597d\u662f\u574f \u8fc7\u7ebf\u6216\u662f\u4e0d\u8fc7\u7ebf \u6211\u4eec\u81ea\u5df1\u627f\u53d7 \u4e0d\u6028\u522b\u4eba&#8217;)<\/p>\n<p>0.747217968178<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u5fc5\u987b\u4e25\u67e5\uff0c\u7ed9\u8003\u751f\u4e00\u4e2a\u4ea4\u4ee3&#8217;)<\/p>\n<p>0.741717076195<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4e0a\u73ed\u60c5\u7eea\u4f4e\uff0c\u4e0b\u73ed\u6dae\u9505\u53bb\uff0c\u5929\u5929\u559d\u5927\u9152\uff0c\u4e45\u4e4b\u6210\u80d6\u5b50&#8217;)<\/p>\n<p>0.732849460381<\/p>\n<p>&nbsp;<\/p>\n<p>\u5f97\u5206\uff1a \u4e2d\u4f4e\uff080.2 &#8211; 0.6\uff09<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6211\u4eec\u8981\u7684\u4e0d\u53ea\u662f\u4e00\u4e2a\u7ed3\u679c\u3002&#8217;)<\/p>\n<p>0.285554602112<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6ca1\u4e8b\uff0c\u4f60\u8981\u662f\u5fd9\u4e0d\u8fc7\u6765\uff0c\u7ed9\u4f60\u652f\u63f4&#8217;)<\/p>\n<p>0.340920945865<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u786e\u5b9e\u6709\u4e00\u6bb5\u5f88\u96be\u722c\uff0c\u8fd9\u65f6\u5019\u6211\u4eec\u73ed\u7684\u7537\u751f\u53ef\u8981\u4e3b\u52a8\u5e2e\u5973\u751f\u62ff\u6c34\u554a&#8217;)<\/p>\n<p>0.440469963303<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u6f14\u6280\u771f\u7684\u7529\u5f88\u591a\u6240\u8c13\u9c9c\u8089\u51e0\u6761\u5927\u8857\u4e86\uff01&#8217;)<\/p>\n<p>0.457400067399<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4e00\u4e2a\u624e\u5fc3\u7684\u95ee\u9898\uff0c\u4f60\u6bd4\u9ad8\u4e09\u90a3\u5e74\u80d6\u4e86\u51e0\u65a4\uff1f&#8217;)<\/p>\n<p>0.460342089993<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u5982\u679c\u662f\uff0c\u592a\u597d\u4e86&#8217;)<\/p>\n<p>0.47315785963<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;#iPad3#\u4e0e4\u548c4S\u4e00\u6837\uff0c\u9664\u4e86\u50cf\u7d20\u548c\u8fd0\u884c\u901f\u5ea6\u7b49\u63d0\u5347\uff0c\u5176\u5b9e\u6211\u770b\u6765\u6ca1\u591a\u5927\u533a\u522b\uff0c\u4e5f\u8bb8\u82f9\u679c\u4e0d\u60f3\u518d\u611a\u5f04\u4e00\u6b21\u679c\u8ff7\u6216\u4e0d\u613f\u628aIPAD3\u53eb\u505aIPAD2B\u5427\u3002&#8217;)<\/p>\n<p>0.526630495479<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4e0d\u597d\u770b&#8217;)<\/p>\n<p>0.564507088056<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u4eca\u5929\u521a\u53bb\u770b\u4e86\u5996\u732b\u4f20\uff0c\u6f14\u6280\u6ca1\u7684\u8bf4\uff0c\u626e\u76f8\u771f\u597d\u770b&#8217;)<\/p>\n<p>0.6892796887<\/p>\n<p>&nbsp;<\/p>\n<p>\u8fd8\u6709\u8fd9\u79cd\u662f\u600e\u4e48\u56de\u4e8b\uff1f\u4e24\u53e5\u5185\u5bb9\u76f8\u8fd1\uff0c\u4f46\u5f97\u5206\u76f8\u5dee\u5f88\u5927\uff0c\u800c\u4e14\u60c5\u7eea\u5206\u6790\u4e5f\u4e0d\u51c6\u786e\u3002<\/p>\n<p>&gt;&gt;&gt; qingan(u&#8217;\u5c31\u8981\u5143\u65e6\u4e86\uff0c\u5e74\u7ec8\u7ed3\u9898\u8981\u6765\u4e86\uff0c\u5f97\u88ab\u8feb\u56de\u6240\u4e86&#8217;)<\/p>\n<p>0.954343074952<\/p>\n<p>&gt;&gt;&gt; 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