{"id":1010928,"date":"2024-12-27T11:25:33","date_gmt":"2024-12-27T03:25:33","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1010928.html"},"modified":"2024-12-27T11:25:36","modified_gmt":"2024-12-27T03:25:36","slug":"%e8%81%8c%e5%9c%ba%e7%99%bd%e9%a2%86%e5%a6%82%e4%bd%95%e8%bf%90%e7%94%a8python","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1010928.html","title":{"rendered":"\u804c\u573a\u767d\u9886\u5982\u4f55\u8fd0\u7528python"},"content":{"rendered":"

\"\u804c\u573a\u767d\u9886\u5982\u4f55\u8fd0\u7528python\"<\/p>\n

\u4e00\u3001\u804c\u573a\u767d\u9886\u8fd0\u7528Python\u7684\u65b9\u5f0f<\/p>\n<\/p>\n

\u6570\u636e\u5904\u7406\u3001\u81ea\u52a8\u5316\u529e\u516c\u3001\u6570\u636e\u5206\u6790\u3001\u53ef\u89c6\u5316\u3001\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387<\/strong>\u3002\u5728\u804c\u573a\u4e2d\uff0cPython\u56e0\u5176\u7b80\u5355\u6613\u5b66\u800c\u6210\u4e3a\u767d\u9886\u4eec\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u7684\u5229\u5668\u3002\u9996\u5148\uff0c\u6570\u636e\u5904\u7406<\/strong>\u662fPython\u7684\u5f3a\u9879\uff0c\u8bb8\u591a\u767d\u9886\u9700\u8981\u5904\u7406\u5927\u91cf\u7684\u7535\u5b50\u8868\u683c\u548c\u6570\u636e\u5e93\u6570\u636e\uff0cPython\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5e93\u5982Pandas\uff0c\u53ef\u4ee5\u5feb\u901f\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u64cd\u4f5c\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u4f7f\u7528Pandas\u53ef\u4ee5\u8f7b\u677e\u5730\u4eceExcel\u4e2d\u5bfc\u5165\u6570\u636e\uff0c\u8fdb\u884c\u6570\u636e\u7684\u7b5b\u9009\u3001\u6392\u5e8f\u3001\u5206\u7ec4\u7b49\u590d\u6742\u64cd\u4f5c\uff0c\u8fd9\u5927\u5927\u63d0\u9ad8\u4e86\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u6570\u636e\u5904\u7406<\/p>\n<\/p>\n

Python\u5728\u6570\u636e\u5904\u7406\u65b9\u9762\u7684\u5e94\u7528\u5e7f\u6cdb\uff0c\u5b83\u5177\u6709\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u548c\u4e30\u5bcc\u7684\u5e93\uff0c\u53ef\u4ee5\u5e2e\u52a9\u804c\u573a\u767d\u9886\u9ad8\u6548\u5730\u5904\u7406\u6570\u636e\u3002<\/p>\n<\/p>\n

    \n
  1. Pandas\u5e93\u7684\u5e94\u7528<\/strong><\/li>\n<\/ol>\n

    Pandas\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff0c\u7279\u522b\u9002\u5408\u7528\u4e8e\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u3002\u804c\u573a\u767d\u9886\u53ef\u4ee5\u4f7f\u7528Pandas\u6765\u8bfb\u53d6\u3001\u6e05\u6d17\u548c\u5206\u6790\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Pandas\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u901a\u8fc7DataFrame\u5bf9\u8c61\u5bf9\u6570\u636e\u8fdb\u884c\u6392\u5e8f\u3001\u5206\u7ec4\u3001\u900f\u89c6\u8868\u7b49\u64cd\u4f5c\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002\u8fd9\u4e9b\u529f\u80fd\u5bf9\u4e8e\u9700\u8981\u5b9a\u671f\u5904\u7406\u5927\u91cf\u6570\u636e\u7684\u804c\u573a\u4eba\u58eb\u6765\u8bf4\u5c24\u5176\u6709\u7528\u3002<\/p>\n<\/p>\n

      \n
    1. \u6570\u636e\u6e05\u6d17<\/strong><\/li>\n<\/ol>\n

      \u6570\u636e\u6e05\u6d17\u662f\u6570\u636e\u5904\u7406\u7684\u91cd\u8981\u6b65\u9aa4\uff0cPython\u63d0\u4f9b\u4e86\u591a\u79cd\u5de5\u5177\u548c\u5e93\u6765\u5e2e\u52a9\u5b8c\u6210\u8fd9\u9879\u5de5\u4f5c\u3002\u901a\u8fc7Python\uff0c\u804c\u573a\u767d\u9886\u53ef\u4ee5\u5bf9\u4e0d\u5b8c\u6574\u6216\u4e0d\u4e00\u81f4\u7684\u6570\u636e\u8fdb\u884c\u6e05\u6d17\uff0c\u5982\u5220\u9664\u7a7a\u767d\u884c\u3001\u586b\u8865\u7f3a\u5931\u503c\u3001\u53bb\u91cd\u7b49\u3002\u8fd9\u6837\u53ef\u4ee5\u4fdd\u8bc1\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\uff0c\u63d0\u9ad8\u5206\u6790\u7ed3\u679c\u7684\u53ef\u9760\u6027\u3002<\/p>\n<\/p>\n

      \u4e09\u3001\u81ea\u52a8\u5316\u529e\u516c<\/p>\n<\/p>\n

      \u5728\u804c\u573a\u4e2d\uff0c\u81ea\u52a8\u5316\u529e\u516c\u662f\u4e00\u9879\u975e\u5e38\u6709\u4ef7\u503c\u7684\u6280\u80fd\uff0cPython\u53ef\u4ee5\u5e2e\u52a9\u767d\u9886\u4eec\u5b9e\u73b0\u529e\u516c\u81ea\u52a8\u5316\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<\/p>\n

        \n
      1. \u81ea\u52a8\u5316\u6587\u6863\u5904\u7406<\/strong><\/li>\n<\/ol>\n

        Python\u53ef\u4ee5\u4f7f\u7528\u5e93\u5982python-docx\u548copenpyxl\u6765\u81ea\u52a8\u5316\u5904\u7406Word\u548cExcel\u6587\u6863\u3002\u8fd9\u5bf9\u4e8e\u9700\u8981\u9891\u7e41\u751f\u6210\u62a5\u544a\u548c\u5904\u7406\u5927\u91cf\u6587\u6863\u7684\u767d\u9886\u6765\u8bf4\u975e\u5e38\u6709\u5e2e\u52a9\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Python\u6279\u91cf\u751f\u6210\u5408\u540c\u3001\u81ea\u52a8\u586b\u5145Excel\u6570\u636e\uff0c\u907f\u514d\u624b\u5de5\u64cd\u4f5c\u7684\u7e41\u7410\u548c\u9519\u8bef\u3002<\/p>\n<\/p>\n

          \n
        1. \u90ae\u4ef6\u81ea\u52a8\u5316<\/strong><\/li>\n<\/ol>\n

          Python\u8fd8\u53ef\u4ee5\u7528\u4e8e\u81ea\u52a8\u5316\u7535\u5b50\u90ae\u4ef6\u7684\u53d1\u9001\u548c\u5904\u7406\u3002\u4f7f\u7528smtplib\u5e93\uff0c\u804c\u573a\u767d\u9886\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u6765\u81ea\u52a8\u53d1\u9001\u90ae\u4ef6\u3001\u5b9a\u671f\u63d0\u9192\u6216\u6279\u91cf\u53d1\u9001\u901a\u77e5\u3002\u8fd9\u4e0d\u4ec5\u8282\u7701\u4e86\u65f6\u95f4\uff0c\u8fd8\u80fd\u786e\u4fdd\u4fe1\u606f\u4f20\u9012\u7684\u53ca\u65f6\u6027\u3002<\/p>\n<\/p>\n

          \u56db\u3001\u6570\u636e\u5206\u6790<\/p>\n<\/p>\n

          \u6570\u636e\u5206\u6790\u662f\u804c\u573a\u767d\u9886\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\u7ecf\u5e38\u9700\u8981\u8fdb\u884c\u7684\u4efb\u52a1\uff0cPython\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u6765\u652f\u6301\u6570\u636e\u5206\u6790\u3002<\/p>\n<\/p>\n

            \n
          1. \u7edf\u8ba1\u5206\u6790<\/strong><\/li>\n<\/ol>\n

            Python\u7684SciPy\u548cNumPy\u5e93\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u7edf\u8ba1\u5206\u6790\u529f\u80fd\uff0c\u804c\u573a\u767d\u9886\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u5e93\u8fdb\u884c\u6570\u636e\u7684\u63cf\u8ff0\u6027\u7edf\u8ba1\u5206\u6790\u3001\u5047\u8bbe\u68c0\u9a8c\u3001\u56de\u5f52\u5206\u6790\u7b49\u3002\u901a\u8fc7\u8fd9\u4e9b\u5206\u6790\uff0c\u53ef\u4ee5\u5e2e\u52a9\u767d\u9886\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u80cc\u540e\u7684\u8d8b\u52bf\u548c\u6a21\u5f0f\uff0c\u4ece\u800c\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002<\/p>\n<\/p>\n

              \n
            1. \u673a\u5668\u5b66\u4e60<\/a><\/strong><\/li>\n<\/ol>\n

              \u5bf9\u4e8e\u9700\u8981\u8fdb\u884c\u9884\u6d4b\u548c\u5206\u7c7b\u4efb\u52a1\u7684\u804c\u573a\u4eba\u58eb\uff0cPython\u7684scikit-learn\u5e93\u63d0\u4f9b\u4e86\u673a\u5668\u5b66\u4e60\u7684\u57fa\u7840\u5de5\u5177\u3002\u804c\u573a\u767d\u9886\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u8fdb\u884c\u6570\u636e\u5efa\u6a21\u548c\u9884\u6d4b\u5206\u6790\uff0c\u4ece\u800c\u63d0\u9ad8\u51b3\u7b56\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n

              \u4e94\u3001\u53ef\u89c6\u5316<\/p>\n<\/p>\n

              \u53ef\u89c6\u5316\u662f\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0cPython\u63d0\u4f9b\u4e86\u591a\u79cd\u53ef\u89c6\u5316\u5e93\u6765\u5e2e\u52a9\u804c\u573a\u767d\u9886\u66f4\u597d\u5730\u5c55\u793a\u6570\u636e\u3002<\/p>\n<\/p>\n

                \n
              1. Matplotlib\u548cSeaborn<\/strong><\/li>\n<\/ol>\n

                Matplotlib\u548cSeaborn\u662f\u4e24\u4e2a\u5e38\u7528\u7684\u53ef\u89c6\u5316\u5e93\uff0c\u53ef\u4ee5\u5e2e\u52a9\u804c\u573a\u767d\u9886\u521b\u5efa\u5404\u79cd\u56fe\u8868\uff0c\u5982\u6298\u7ebf\u56fe\u3001\u67f1\u72b6\u56fe\u3001\u6563\u70b9\u56fe\u7b49\u3002\u8fd9\u4e9b\u56fe\u8868\u53ef\u4ee5\u7528\u4e8e\u76f4\u89c2\u5730\u5c55\u793a\u6570\u636e\u7684\u53d8\u5316\u548c\u5206\u5e03\uff0c\u63d0\u9ad8\u62a5\u544a\u548c\u6f14\u793a\u7684\u6548\u679c\u3002<\/p>\n<\/p>\n

                  \n
                1. \u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316<\/strong><\/li>\n<\/ol>\n

                  \u5bf9\u4e8e\u9700\u8981\u4e0e\u6570\u636e\u8fdb\u884c\u4ea4\u4e92\u7684\u573a\u666f\uff0cPython\u7684Plotly\u548cBokeh\u5e93\u53ef\u4ee5\u5e2e\u52a9\u521b\u5efa\u4ea4\u4e92\u5f0f\u56fe\u8868\u3002\u804c\u573a\u767d\u9886\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e9b\u5de5\u5177\u521b\u5efa\u52a8\u6001\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u8ba9\u6570\u636e\u5206\u6790\u53d8\u5f97\u66f4\u52a0\u751f\u52a8\u548c\u76f4\u89c2\u3002<\/p>\n<\/p>\n

                  \u516d\u3001\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387<\/p>\n<\/p>\n

                  \u901a\u8fc7\u5b66\u4e60\u548c\u8fd0\u7528Python\uff0c\u804c\u573a\u767d\u9886\u53ef\u4ee5\u5728\u591a\u65b9\u9762\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u8282\u7701\u65f6\u95f4\u548c\u7cbe\u529b\u3002<\/p>\n<\/p>\n

                    \n
                  1. \u811a\u672c\u81ea\u52a8\u5316<\/strong><\/li>\n<\/ol>\n

                    Python\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u6765\u81ea\u52a8\u5316\u65e5\u5e38\u4efb\u52a1\uff0c\u5982\u6587\u4ef6\u91cd\u547d\u540d\u3001\u6570\u636e\u5907\u4efd\u3001\u65e5\u5fd7\u5206\u6790\u7b49\u3002\u8fd9\u4e9b\u811a\u672c\u53ef\u4ee5\u5b9a\u65f6\u8fd0\u884c\uff0c\u51cf\u5c11\u91cd\u590d\u6027\u5de5\u4f5c\uff0c\u8ba9\u767d\u9886\u4eec\u6709\u66f4\u591a\u65f6\u95f4\u4e13\u6ce8\u4e8e\u6838\u5fc3\u4efb\u52a1\u3002<\/p>\n<\/p>\n

                      \n
                    1. \u6570\u636e\u722c\u53d6<\/strong><\/li>\n<\/ol>\n

                      Python\u7684BeautifulSoup\u548cScrapy\u5e93\u53ef\u4ee5\u5e2e\u52a9\u804c\u573a\u767d\u9886\u722c\u53d6\u7f51\u9875\u6570\u636e\uff0c\u81ea\u52a8\u6536\u96c6\u548c\u6574\u7406\u4fe1\u606f\u3002\u8fd9\u5bf9\u4e8e\u9700\u8981\u8fdb\u884c\u5e02\u573a\u8c03\u7814\u6216\u7ade\u4e89\u5bf9\u624b\u5206\u6790\u7684\u767d\u9886\u6765\u8bf4\u975e\u5e38\u6709\u7528\uff0c\u53ef\u4ee5\u5feb\u901f\u83b7\u53d6\u5927\u91cf\u6709\u4ef7\u503c\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n

                      \u4e03\u3001\u603b\u7ed3<\/p>\n<\/p>\n

                      Python\u4f5c\u4e3a\u4e00\u79cd\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u80fd\u591f\u5e2e\u52a9\u804c\u573a\u767d\u9886\u5728\u6570\u636e\u5904\u7406\u3001\u81ea\u52a8\u5316\u529e\u516c\u3001\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7b49\u65b9\u9762\u5927\u5e45\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002\u901a\u8fc7\u5b66\u4e60Python\uff0c\u767d\u9886\u4eec\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u65e5\u5e38\u4efb\u52a1\uff0c\u91ca\u653e\u66f4\u591a\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u53bb\u5e94\u5bf9\u66f4\u5177\u6311\u6218\u6027\u7684\u5de5\u4f5c\u3002\u65e0\u8bba\u662f\u6570\u636e\u5904\u7406\u8fd8\u662f\u81ea\u52a8\u5316\u529e\u516c\uff0cPython\u90fd\u80fd\u63d0\u4f9b\u4e30\u5bcc\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u8ba9\u804c\u573a\u767d\u9886\u5728\u5de5\u4f5c\u4e2d\u5982\u864e\u6dfb\u7ffc\u3002<\/p>\n<\/p>\n

                      \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

                      \u804c\u573a\u767d\u9886\u4f7f\u7528Python\u80fd\u5e26\u6765\u54ea\u4e9b\u5177\u4f53\u7684\u5de5\u4f5c\u4f18\u52bf\uff1f<\/strong>
                      Python\u662f\u4e00\u79cd\u9ad8\u6548\u4e14\u6613\u4e8e\u5b66\u4e60\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u804c\u573a\u767d\u9886\u53ef\u4ee5\u5229\u7528\u5b83\u6765\u81ea\u52a8\u5316\u91cd\u590d\u6027\u4efb\u52a1\uff0c\u6bd4\u5982\u6570\u636e\u5904\u7406\u548c\u62a5\u544a\u751f\u6210\u3002\u901a\u8fc7\u7f16\u5199\u811a\u672c\uff0c\u767d\u9886\u80fd\u591f\u8282\u7701\u5927\u91cf\u65f6\u95f4\uff0c\u5c06\u7cbe\u529b\u96c6\u4e2d\u5728\u66f4\u5177\u521b\u9020\u6027\u548c\u6218\u7565\u6027\u7684\u5de5\u4f5c\u4e0a\u3002\u6b64\u5916\uff0cPython\u5728\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u65b9\u9762\u7684\u5f3a\u5927\u529f\u80fd\uff0c\u4f7f\u5f97\u767d\u9886\u80fd\u591f\u66f4\u6df1\u5165\u5730\u6d1e\u5bdf\u6570\u636e\uff0c\u4e3a\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n

                      \u521d\u5b66\u8005\u5982\u4f55\u5165\u95e8Python\u7f16\u7a0b\uff0c\u4ee5\u4fbf\u5728\u804c\u573a\u4e0a\u5e94\u7528\uff1f<\/strong>
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