{"id":3122,"date":"2025-06-03T00:00:10","date_gmt":"2025-06-02T16:00:10","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/06\/03\/python%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e5%ba%94%e8%af%a5%e5%ad%a6%e4%b9%a0%e5%93%aa%e4%ba%9b%e5%86%85%e5%ae%b9-2\/"},"modified":"2025-06-03T00:00:10","modified_gmt":"2025-06-02T16:00:10","slug":"python%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e5%ba%94%e8%af%a5%e5%ad%a6%e4%b9%a0%e5%93%aa%e4%ba%9b%e5%86%85%e5%ae%b9-2","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/06\/03\/python%e5%8a%9e%e5%85%ac%e8%87%aa%e5%8a%a8%e5%8c%96%e5%ba%94%e8%af%a5%e5%ad%a6%e4%b9%a0%e5%93%aa%e4%ba%9b%e5%86%85%e5%ae%b9-2\/","title":{"rendered":"python\u529e\u516c\u81ea\u52a8\u5316\u5e94\u8be5\u5b66\u4e60\u54ea\u4e9b\u5185\u5bb9"},"content":{"rendered":"<div class=\"article_content clearfix\" id=\"article_content\">\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/kdoc_html_views-1a98987dfd.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/ck_htmledit_views-704d5b9767.css\" rel=\"stylesheet\"\/>\n<div class=\"htmledit_views atom-one-light\" id=\"content_views\">\n<p>\n   \u6b22\u8fce\u5927\u5bb6\u6536\u85cf\u5b66\u4e60\u3001\u7559\u8a00\u5206\u4eab\u4f60\u7684\u5b66\u4e60\u6536\u83b7\uff0c\u4e5f\u6b22\u8fce\u5c06\u672c\u6587\u8f6c\u53d1\u7ed9\u9700\u8981\u7684\u670b\u53cb\u54e6\uff5e\n  <\/p>\n<p>\n   \u5f53\u524dpython\u81ea\u52a8\u5316\u8d8a\u6765\u8d8a\u53d7\u5230\u6b22\u8fce\uff0cpython\u4e00\u5ea6\u6210\u4e3a\u4e86\u52a0\u73ed\u65cf\u7684\u798f\u97f3\u3002\u8fd8\u6709\u5927\u90e8\u5206\u4eba\u60f3\u5229\u7528python\u81ea\u52a8\u5316\u6765\u7b80\u5316\u5de5\u4f5c\uff0c\u4e0d\u77e5\u9053\u4ece\u4f55\u5904\u4e0b\u624b\uff0c\u6240\u4ee5\uff0c\u8fd9\u91cc\u6574\u7406\u4e86\u4e00\u4e0bpython\u81ea\u52a8\u5316\u8fc7\u7a0b\u4e2d\u7684\u5404\u79cd\u529e\u516c\u573a\u666f\u4ee5\u53ca\u9700\u8981\u7528\u5230\u7684python\u77e5\u8bc6\u70b9\u3002\n  <\/p>\n<h4>\n   Excel\u529e\u516c\u81ea\u52a8\u5316<br \/>\n  <\/h4>\n<p>\n   python \u9488\u5bf9excel\u8868\u683c\u5904\u7406\u7684\u975e\u6807\u51c6\u5e93\u5e94\u8be5\u662f\u6700\u591a\u7684\uff0c\u8fd9\u4e5f\u662f\u628aexcel\u529e\u516c\u81ea\u52a8\u5316\u653e\u5728\u7b2c\u4e00\u4e2a\u6765\u8bf4\u660e\u7684\u539f\u56e0\u3002\n  <\/p>\n<p>\n   \u6bd4\u8f83\u53d7\u6b22\u8fce\u7684excel\u6570\u636e\u5904\u7406\u5e93\u4e3b\u8981\u662fxlwings\u3001xlsxwriter\u3001xlrd\u3001xlwt\u3001pandas\u3001xlsxwriter\u3001win32com\u3001xlutils\u3001pandas\u7b49\u7b49\u3002\n  <\/p>\n<h4>\n   PPT\u529e\u516c\u81ea\u52a8\u5316<br \/>\n  <\/h4>\n<p>\n   python\u5173\u4e8eppt\u6570\u636e\u5904\u7406\u7684\u975e\u6807\u51c6\u5e93\u4e3b\u8981\u662fpywin32com\u3001pptx\uff0c\u5f53\u7136\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u7684\uff0c\u6bd4\u8f83\u5e38\u7528\u7684\u8fd8\u5f97\u662fpptx\u3002\n  <\/p>\n<h4>\n   word\u529e\u516c\u81ea\u52a8\u5316<br \/>\n  <\/h4>\n<p>\n   python\u64cd\u4f5cword\u6587\u6863\u7528\u5230\u7684\u975e\u6807\u51c6\u5e93\u4e3b\u8981\u662fpython-docx\u3001pypiwin32\u3001textract\uff0c\u6700\u5e38\u7528\u7684\u662fpython-docx\uff0c\u9700\u8981\u6ce8\u610f\u7684\u662ftextract\u5e93\u5b89\u88c5\u65f6\u9700\u8981\u5b89\u88c5\u4e00\u4e9b\u5176\u4ed6\u7684\u4f9d\u8d56\u5c31\u5bfc\u81f4\u5b89\u88c5\u8fc7\u7a0b\u76f8\u5bf9\u590d\u6742\u4e00\u4e9b\uff0c\u4e0d\u50cf\u5176\u4ed6\u7684\u975e\u6807\u51c6\u5e93\u76f4\u63a5\u4f7f\u7528pip install \u8fdb\u884c\u5b89\u88c5\u3002\n  <\/p>\n<h4>\n   \u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<br \/>\n  <\/h4>\n<p>\n   \u76ee\u524d\u5728\u6570\u636e\u5904\u7406\u4e0a\u9762python\u4e3b\u8981\u63d0\u4f9b\u4e86\u4e24\u4e2a\u975e\u6807\u51c6\u5e93pandas\u3001numpy\u90fd\u662f\u6bd4\u8f83\u53d7\u6b22\u8fce\u7684\u3002<br \/>\n   <br \/>\n   pandas\u662f\u4e00\u6b3e\u4e0d\u65ad\u8fdb\u6b65\u7684python\u6570\u636e\u79d1\u5b66\u5e93\uff0c\u5b83\u7684\u6570\u636e\u7ed3\u6784\u5341\u5206\u9002\u5408\u505a\u6570\u636e\u5904\u7406\uff0c\u5e76\u4e14pandas\u7eb3\u5165\u4e86\u5927\u91cf\u5206\u6790\u51fd\u6570\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5e38\u7528\u7edf\u8ba1\u5b66\u6a21\u578b\u3001\u53ef\u89c6\u5316\u5904\u7406\u3002numpy\u662fpython\u7684\u6570\u503c\u8ba1\u7b97\u5e93\uff0c\u5305\u62ecpandas\u4e4b\u7c7b\u7684\u5f88\u591a\u5206\u6790\u5e93\u90fd\u5efa\u7acb\u5728numpy\u57fa\u7840\u4e0a\u3002\n  <\/p>\n<h4>\n   \u6570\u636e\u53ef\u89c6\u5316<br \/>\n  <\/h4>\n<p>\n   matplotlib\u548cseaborn\u662fpython\u4e3b\u8981\u7684\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u4e0d\u7ba1\u591a\u4e48\u597d\u7684\u6570\u636e\u5904\u7406\u6700\u7ec8\u90fd\u662f\u8981\u7ed9\u7528\u6237\u5c55\u73b0\u7684\u3002\u6240\u4ee5\u6570\u636e\u53ef\u89c6\u5316\u4e5f\u662f\u6bd4\u8f83\u91cd\u8981\u7684\u4e00\u73af\uff0c\u6211\u7ecf\u5e38\u7528\u5230\u7684\u6570\u636e\u53ef\u89c6\u5316\u7684\u975e\u6807\u51c6\u5e93\u5c31\u662fmatplotlib\uff0c\u7528\u8d77\u6765\u8fd8\u662f\u6bd4\u8f83\u8212\u670d\u7684\u3002\n  <\/p>\n<h4>\n   \u6570\u636e\u63d0\u53d6\u81ea\u52a8\u5316\uff08\u722c\u866b\uff09<br \/>\n  <\/h4>\n<p>\n   \u5173\u4e8e\u722c\u866b\u6db5\u76d6\u7684\u77e5\u8bc6\u9762\u8fd8\u662f\u6bd4\u8f83\u5e7f\u6cdb\u7684,\u8981\u60f3\u7cbe\u901a\u5c31\u5f97\u8fdb\u884c\u9488\u5bf9\u6027\u5b66\u4e60.\u5e38\u89c1\u7684\u722c\u866b\u975e\u6807\u51c6\u5e93\u4e3b\u8981\u6709urllib\u3001request\u3001scrapy\u3001bs4\u7684\u7f51\u7edc\u6570\u636e\u722c\u53d6\u76f8\u5173\u7684\u5e93\u4ee5beautifulsoup\u3001xpath\u7684\u7f51\u7edc\u6570\u636e\u89e3\u6790\u5e93\u3002\n  <\/p>\n<h4>\n   \u6587\u4ef6\u6279\u91cf\u5904\u7406<br \/>\n  <\/h4>\n<p>\n   \u5173\u4e8e\u6587\u4ef6\u7684\u5904\u7406\u5728python\u4e2d\u63d0\u4f9b\u4e86os\u5185\u7f6e\u5e93\uff0c\u4e0d\u7528\u8fdb\u884c\u989d\u5916\u7684\u5b89\u88c5\uff0c\u5bfc\u5165\u4f7f\u7528\u5c31\u53ef\u4ee5\u4e86\u3002<br \/>\n   <br \/>\n   \u901a\u8fc7os\u6a21\u5757\u5bf9\u6587\u4ef6\u8fdb\u884c\u4e00\u7cfb\u5217\u7684\u64cd\u4f5c\uff0c\u4e0d\u8fc7\u8fd8\u5f97\u6709\u4e00\u4e9bpython\u7684\u7f16\u7a0b\u57fa\u7840\u624d\u884c\u5462\u3002\n  <\/p>\n<h3>\n   \u77e5\u9053\u4f60\u5bf9python\u611f\u5174\u8da3\uff0c\u6240\u4ee5\u7ed9\u4f60\u51c6\u5907\u4e86\u4e0b\u9762\u7684\u8d44\u6599~<br \/>\n  <\/h3>\n<p>\n   \u8fd9\u4efd\u5b8c\u6574\u7248\u7684Python\u5168\u5957\u5b66\u4e60\u8d44\u6599\u5df2\u7ecf\u4e0a\u4f20\uff0c\u670b\u53cb\u4eec\u5982\u679c\u9700\u8981\u53ef\u4ee5\u70b9\u51fb\u94fe\u63a5\u514d\u8d39\u9886\u53d6\u6216\u8005\u6ed1\u5230\u6700\u540e\u626b\u63cf\u4e8cv\u7801<br \/>\n   <strong><br \/>\n    <code><br \/>\n     \u4fdd\u8bc1100%\u514d\u8d39<br \/>\n    <\/code><br \/>\n   <\/strong><br \/>\n   \u3011\n  <\/p>\n<h3>\n   <strong><br \/>\n    \u8d44\u6e90\u514d\u8d39\u5206\u4eab\uff0c\u4fdd\u8bc1100%\u514d\u8d39\uff01\uff01\uff01<br \/>\n   <\/strong><br \/>\n  <\/h3>\n<p>\n   \u9700\u8981\u7684\u8bdd\u53ef\u4ee5\u70b9\u51fb\u8fd9\u91cc<br \/>\n   <strong><br \/>\n    \ud83d\udc49<br \/>\n   <\/strong><br \/>\n   <a href=\"https:\/\/mp.weixin.qq.com\/s\/UVxw0daFCgAMFhz9cfrjAQ\" rel=\"nofollow\" title=\"Python\u5b66\u4e60\u8def\u7ebf\uff082023\u4fee\u6b63\u7248\uff09\u9644\u6d89\u53ca\u8d44\u6599\"><br \/>\n    Python\u5b66\u4e60\u8def\u7ebf\uff082023\u4fee\u6b63\u7248\uff09\u9644\u6d89\u53ca\u8d44\u6599<br \/>\n   <\/a><br \/>\n   \uff08\u5b89\u5168\u94fe\u63a5\uff0c\u653e\u5fc3\u70b9\u51fb\uff09\n  <\/p>\n<h3>\n   \u6587\u672b\u6709\u798f\u5229\u9886\u53d6\u54e6~<br \/>\n  <\/h3>\n<h4>\n   \u4e00\u3001Python\u6240\u6709\u65b9\u5411\u7684\u5b66\u4e60\u8def\u7ebf<br \/>\n  <\/h4>\n<p>\n   Python\u6240\u6709\u65b9\u5411\u7684\u6280\u672f\u70b9\u505a\u7684\u6574\u7406\uff0c\u5f62\u6210\u5404\u4e2a\u9886\u57df\u7684\u77e5\u8bc6\u70b9\u6c47\u603b\uff0c\u5b83\u7684\u7528\u5904\u5c31\u5728\u4e8e\uff0c\u4f60\u53ef\u4ee5\u6309\u7167\u4e0a\u9762\u7684\u77e5\u8bc6\u70b9\u53bb\u627e\u5bf9\u5e94\u7684\u5b66\u4e60\u8d44\u6e90\uff0c\u4fdd\u8bc1\u81ea\u5df1\u5b66\u5f97\u8f83\u4e3a\u5168\u9762\u3002\n  <\/p>\n<h4>\n   <a name=\"t12\"><br \/>\n   <\/a><br \/>\n   <a id=\"httpsblogcsdnnetweixin_44801979articledetails124123900spm1001201430015501Python_81\"><br \/>\n   <\/a><br \/>\n   \u4e8c\u3001Python\u5fc5\u5907\u5f00\u53d1\u5de5\u5177<br \/>\n  <\/h4>\n<\/p>\n<h4>\n   <a name=\"t13\"><br \/>\n   <\/a><br \/>\n   <a id=\"httpsblogcsdnnetweixin_44801979articledetails124123900spm1001201430015501Python_85\"><br \/>\n   <\/a><br \/>\n   \u4e09\u3001\u7cbe\u54c1Python\u5b66\u4e60\u4e66\u7c4d<br \/>\n  <\/h4>\n<p>\n   \u5f53\u6211\u5b66\u5230\u4e00\u5b9a\u57fa\u7840\uff0c\u6709\u81ea\u5df1\u7684\u7406\u89e3\u80fd\u529b\u7684\u65f6\u5019\uff0c\u4f1a\u53bb\u9605\u8bfb\u4e00\u4e9b\u524d\u8f88\u6574\u7406\u7684\u4e66\u7c4d\u6216\u8005\u624b\u5199\u7684\u7b14\u8bb0\u8d44\u6599\uff0c\u8fd9\u4e9b\u7b14\u8bb0\u8be6\u7ec6\u8bb0\u8f7d\u4e86\u4ed6\u4eec\u5bf9\u4e00\u4e9b\u6280\u672f\u70b9\u7684\u7406\u89e3\uff0c\u8fd9\u4e9b\u7406\u89e3\u662f\u6bd4\u8f83\u72ec\u5230\uff0c\u53ef\u4ee5\u5b66\u5230\u4e0d\u4e00\u6837\u7684\u601d\u8def\u3002\n  <\/p>\n<h4>\n   <a name=\"t14\"><br \/>\n   <\/a><br \/>\n   <a id=\"httpsblogcsdnnetweixin_44801979articledetails124123900spm1001201430015501Python_90\"><br \/>\n   <\/a><br \/>\n   \u56db\u3001Python\u89c6\u9891\u5408\u96c6<br \/>\n  <\/h4>\n<p>\n   \u89c2\u770b\u96f6\u57fa\u7840\u5b66\u4e60\u89c6\u9891\uff0c\u770b\u89c6\u9891\u5b66\u4e60\u662f\u6700\u5feb\u6377\u4e5f\u662f\u6700\u6709\u6548\u679c\u7684\u65b9\u5f0f\uff0c\u8ddf\u7740\u89c6\u9891\u4e2d\u8001\u5e08\u7684\u601d\u8def\uff0c\u4ece\u57fa\u7840\u5230\u6df1\u5165\uff0c\u8fd8\u662f\u5f88\u5bb9\u6613\u5165\u95e8\u7684\u3002<br \/>\n   \n  <\/p>\n<h4>\n   <a name=\"t15\"><br \/>\n   <\/a><br \/>\n   <a id=\"httpsblogcsdnnetweixin_44801979articledetails124123900spm1001201430015501_96\"><br \/>\n   <\/a><br \/>\n   \u4e94\u3001\u5b9e\u6218\u6848\u4f8b<br \/>\n  <\/h4>\n<p>\n   \u5149\u5b66\u7406\u8bba\u662f\u6ca1\u7528\u7684\uff0c\u8981\u5b66\u4f1a\u8ddf\u7740\u4e00\u8d77\u6572\uff0c\u8981\u52a8\u624b\u5b9e\u64cd\uff0c\u624d\u80fd\u5c06\u81ea\u5df1\u7684\u6240\u5b66\u8fd0\u7528\u5230\u5b9e\u9645\u5f53\u4e2d\u53bb\uff0c\u8fd9\u65f6\u5019\u53ef\u4ee5\u641e\u70b9\u5b9e\u6218\u6848\u4f8b\u6765\u5b66\u4e60\u3002<br \/>\n   \n  <\/p>\n<h4>\n   <a name=\"t16\"><br \/>\n   <\/a><br \/>\n   <a id=\"httpsblogcsdnnetweixin_44801979articledetails124123900spm1001201430015501Python_101\"><br \/>\n   <\/a><br \/>\n   \u516d\u3001Python\u7ec3\u4e60\u9898<br \/>\n  <\/h4>\n<p>\n   \u68c0\u67e5\u5b66\u4e60\u7ed3\u679c\u3002<br \/>\n   \n  <\/p>\n<h4>\n   <a name=\"t17\"><br \/>\n   <\/a><br \/>\n   <a id=\"httpsblogcsdnnetweixin_44801979articledetails124123900spm1001201430015501_106\"><br \/>\n   <\/a><br \/>\n   \u4e03\u3001\u9762\u8bd5\u8d44\u6599<br \/>\n  <\/h4>\n<p>\n   \u6211\u4eec\u5b66\u4e60Python\u5fc5\u7136\u662f\u4e3a\u4e86\u627e\u5230\u9ad8\u85aa\u7684\u5de5\u4f5c\uff0c\u4e0b\u9762\u8fd9\u4e9b\u9762\u8bd5\u9898\u662f\u6765\u81ea\u963f\u91cc\u3001\u817e\u8baf\u3001\u5b57\u8282\u7b49\u4e00\u7ebf\u4e92\u8054\u7f51\u5927\u5382\u6700\u65b0\u7684\u9762\u8bd5\u8d44\u6599\uff0c\u5e76\u4e14\u6709\u963f\u91cc\u5927\u4f6c\u7ed9\u51fa\u4e86\u6743\u5a01\u7684\u89e3\u7b54\uff0c\u5237\u5b8c\u8fd9\u4e00\u5957\u9762\u8bd5\u8d44\u6599\u76f8\u4fe1\u5927\u5bb6\u90fd\u80fd\u627e\u5230\u6ee1\u610f\u7684\u5de5\u4f5c\u3002<br \/>\n   \n  <\/p>\n<h3>\n   python\u517c\u804c\u8def\u7ebf<br \/>\n  <\/h3>\n<\/p>\n<h4>\n   <strong><br \/>\n    \ud83d\udc49<br \/>\n   <\/strong><br \/>\n   \u8fd9\u4efd\u5b8c\u6574\u7248\u7684Python\u5168\u5957\u5b66\u4e60\u8d44\u6599\u5df2\u7ecf\u4e0a\u4f20\uff0c\u670b\u53cb\u4eec\u5982\u679c\u9700\u8981\u53ef\u4ee5\u626b\u63cf\u4e0b\u65b9CSDN\u5b98\u65b9\u8ba4\u8bc1\u4e8c\u7ef4\u7801\u6216\u8005\u70b9\u51fb\u94fe\u63a5\u514d\u8d39\u9886\u53d6\u3010<br \/>\n   <strong><br \/>\n    <code><br \/>\n     \u4fdd\u8bc1100%\u514d\u8d39<br \/>\n    <\/code><br \/>\n   <\/strong><br \/>\n   \u3011<br \/>\n   <br \/>\n   <a class=\"has-card\" href=\"https:\/\/mp.weixin.qq.com\/s\/UVxw0daFCgAMFhz9cfrjAQ\" rel=\"nofollow\" title=\"Python\u5b66\u4e60\u8def\u7ebf\uff082023\u4fee\u6b63\u7248\uff09\u9644\u6d89\u53ca\u8d44\u6599\u300aPython\u5b66\u4e60\u8d44\u6599\u300b\uff0c\u5df2\u7ecf\u6253\u5305\u597d\u4e86\"><br \/>\n    <span class=\"link-card-box\"><br \/>\n     <span class=\"link-title\"><br \/>\n      Python\u5b66\u4e60\u8def\u7ebf\uff082023\u4fee\u6b63\u7248\uff09\u9644\u6d89\u53ca\u8d44\u6599\u300aPython\u5b66\u4e60\u8d44\u6599\u300b\uff0c\u5df2\u7ecf\u6253\u5305\u597d\u4e86<br \/>\n     <\/span><br \/>\n     <span class=\"link-link\"><br \/>\n      https:\/\/mp.weixin.qq.com\/s\/UVxw0daFCgAMFhz9cfrjAQ<br \/>\n     <\/span><br \/>\n    <\/span><br \/>\n   <\/a><br \/>\n  <\/h4>\n<p>\n   \u200b\u200b\n  <\/p>\n<\/p><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u6b22\u8fce\u5927\u5bb6\u6536\u85cf\u5b66\u4e60\u3001\u7559\u8a00\u5206\u4eab\u4f60\u7684\u5b66\u4e60\u6536\u83b7\uff0c\u4e5f\u6b22\u8fce\u5c06\u672c\u6587\u8f6c\u53d1\u7ed9\u9700\u8981\u7684\u670b\u53cb\u54e6\uff5e \u5f53\u524dpython\u81ea\u52a8\u5316\u8d8a\u6765\u8d8a\u53d7\u5230\u6b22\u8fce [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":215,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-3122","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-18"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>python\u529e\u516c\u81ea\u52a8\u5316\u5e94\u8be5\u5b66\u4e60\u54ea\u4e9b\u5185\u5bb9 - \u7269\u5ae9\u8f6f\u4ef6\u8d44\u8baf\u7f51<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/www.wunen.com\/index.php\/2025\/06\/03\/python\u529e\u516c\u81ea\u52a8\u5316\u5e94\u8be5\u5b66\u4e60\u54ea\u4e9b\u5185\u5bb9-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" 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