{"id":190568,"date":"2024-11-12T13:40:20","date_gmt":"2024-11-12T05:40:20","guid":{"rendered":"https:\/\/server.hk\/cnblog\/190568\/"},"modified":"2024-11-12T13:40:22","modified_gmt":"2024-11-12T05:40:22","slug":"%e5%95%8f%e5%8d%b7%e8%aa%bf%e6%9f%a5%e6%95%b8%e6%93%9a%e6%8c%96%e6%8e%98%e8%88%87%e5%88%86%e6%9e%90-%e5%be%9e%e6%95%b8%e6%93%9a%e5%ba%ab%e4%b8%ad%e6%8c%96%e6%8e%98%e7%b2%be%e6%ba%96","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/190568\/","title":{"rendered":"\u554f\u5377\u8abf\u67e5\u6578\u64da\u6316\u6398\u8207\u5206\u6790\u2014\u2014\u5f9e\u6578\u64da\u5eab\u4e2d\u6316\u6398\u7cbe\u6e96\u4fe1\u606f (\u554f\u5377\u6578\u64da\u5eab\u5206\u6790)"},"content":{"rendered":"<h1 id=\"%e5%95%8f%e5%8d%b7%e8%aa%bf%e6%9f%a5%e6%95%b8%e6%93%9a%e6%8c%96%e6%8e%98%e8%88%87%e5%88%86%e6%9e%90-%e5%be%9e%e6%95%b8%e6%93%9a%e5%ba%ab%e4%b8%ad%e6%8c%96%e6%8e%98%e7%b2%be%e6%ba%96-xTPSjQoTez\">\u554f\u5377\u8abf\u67e5\u6578\u64da\u6316\u6398\u8207\u5206\u6790\u2014\u2014\u5f9e\u6578\u64da\u5eab\u4e2d\u6316\u6398\u7cbe\u6e96\u4fe1\u606f (\u554f\u5377\u6578\u64da\u5eab\u5206\u6790)<\/h1>\n<p>\u5728\u7576\u4eca\u6578\u64da\u9a45\u52d5\u7684\u6642\u4ee3\uff0c\u554f\u5377\u8abf\u67e5\u6210\u70ba\u4e86\u6536\u96c6\u7528\u6236\u610f\u898b\u548c\u5e02\u5834\u8da8\u52e2\u7684\u91cd\u8981\u5de5\u5177\u3002\u96a8\u8457\u6578\u64da\u91cf\u7684\u589e\u52a0\uff0c\u5982\u4f55\u6709\u6548\u5730\u6316\u6398\u548c\u5206\u6790\u9019\u4e9b\u6578\u64da\uff0c\u6210\u70ba\u4e86\u4f01\u696d\u548c\u7814\u7a76\u8005\u9762\u81e8\u7684\u4e00\u5927\u6311\u6230\u3002\u672c\u6587\u5c07\u63a2\u8a0e\u554f\u5377\u8abf\u67e5\u6578\u64da\u7684\u6316\u6398\u8207\u5206\u6790\u65b9\u6cd5\uff0c\u5e6b\u52a9\u8b80\u8005\u5f9e\u6578\u64da\u5eab\u4e2d\u63d0\u53d6\u7cbe\u6e96\u7684\u4fe1\u606f\u3002<\/p>\n<h2 id=\"%e5%95%8f%e5%8d%b7%e8%aa%bf%e6%9f%a5%e6%95%b8%e6%93%9a%e7%9a%84%e7%89%b9%e6%80%a7-xTPSjQoTez\">\u554f\u5377\u8abf\u67e5\u6578\u64da\u7684\u7279\u6027<\/h2>\n<p>\u554f\u5377\u8abf\u67e5\u6578\u64da\u901a\u5e38\u5177\u6709\u4ee5\u4e0b\u5e7e\u500b\u7279\u6027\uff1a<\/p>\n<ul>\n<li><strong>\u591a\u6a23\u6027\uff1a<\/strong>\u554f\u5377\u8abf\u67e5\u53ef\u4ee5\u6db5\u84cb\u591a\u500b\u4e3b\u984c\uff0c\u5f9e\u6d88\u8cbb\u8005\u884c\u70ba\u5230\u7522\u54c1\u6eff\u610f\u5ea6\uff0c\u6578\u64da\u985e\u578b\u591a\u6a23\u3002<\/li>\n<li><strong>\u7d50\u69cb\u5316\u8207\u975e\u7d50\u69cb\u5316\uff1a<\/strong>\u554f\u5377\u4e2d\u7684\u9078\u64c7\u984c\u6578\u64da\u901a\u5e38\u662f\u7d50\u69cb\u5316\u7684\uff0c\u800c\u958b\u653e\u5f0f\u554f\u984c\u7684\u56de\u7b54\u5247\u662f\u975e\u7d50\u69cb\u5316\u7684\u3002<\/li>\n<li><strong>\u6a23\u672c\u504f\u5dee\uff1a<\/strong>\u554f\u5377\u8abf\u67e5\u7684\u7d50\u679c\u53ef\u80fd\u53d7\u5230\u6a23\u672c\u9078\u64c7\u7684\u5f71\u97ff\uff0c\u9019\u9700\u8981\u5728\u5206\u6790\u6642\u52a0\u4ee5\u8003\u616e\u3002<\/li>\n<\/ul>\n<h2 id=\"%e6%95%b8%e6%93%9a%e6%8c%96%e6%8e%98%e7%9a%84%e6%ad%a5%e9%a9%9f-xTPSjQoTez\">\u6578\u64da\u6316\u6398\u7684\u6b65\u9a5f<\/h2>\n<p>\u6578\u64da\u6316\u6398\u7684\u904e\u7a0b\u901a\u5e38\u5305\u62ec\u4ee5\u4e0b\u5e7e\u500b\u6b65\u9a5f\uff1a<\/p>\n<h3 id=\"1-%e6%95%b8%e6%93%9a%e6%94%b6%e9%9b%86-xTPSjQoTez\">1. \u6578\u64da\u6536\u96c6<\/h3>\n<p>\u9996\u5148\uff0c\u9700\u8981\u8a2d\u8a08\u6709\u6548\u7684\u554f\u5377\u4e26\u6536\u96c6\u6578\u64da\u3002\u9019\u53ef\u4ee5\u901a\u904e\u7dda\u4e0a\u5e73\u53f0\u6216\u5be6\u5730\u8abf\u67e5\u9032\u884c\u3002\u78ba\u4fdd\u554f\u5377\u7684\u554f\u984c\u8a2d\u8a08\u5408\u7406\uff0c\u80fd\u5920\u6709\u6548\u5730\u6536\u96c6\u6240\u9700\u7684\u4fe1\u606f\u3002<\/p>\n<h3 id=\"2-%e6%95%b8%e6%93%9a%e6%b8%85%e7%90%86-xTPSjQoTez\">2. \u6578\u64da\u6e05\u7406<\/h3>\n<p>\u6536\u96c6\u5230\u7684\u6578\u64da\u5f80\u5f80\u5305\u542b\u932f\u8aa4\u6216\u4e0d\u5b8c\u6574\u7684\u4fe1\u606f\uff0c\u56e0\u6b64\u9700\u8981\u9032\u884c\u6578\u64da\u6e05\u7406\u3002\u9019\u5305\u62ec\u53bb\u9664\u91cd\u8907\u6578\u64da\u3001\u586b\u88dc\u7f3a\u5931\u503c\u4ee5\u53ca\u4fee\u6b63\u932f\u8aa4\u6578\u64da\u3002<\/p>\n<h3 id=\"3-%e6%95%b8%e6%93%9a%e5%88%86%e6%9e%90-xTPSjQoTez\">3. \u6578\u64da\u5206\u6790<\/h3>\n<p>\u6578\u64da\u5206\u6790\u662f\u6316\u6398\u7cbe\u6e96\u4fe1\u606f\u7684\u95dc\u9375\u6b65\u9a5f\u3002\u53ef\u4ee5\u4f7f\u7528\u7d71\u8a08\u5206\u6790\u65b9\u6cd5\uff0c\u5982\u63cf\u8ff0\u6027\u7d71\u8a08\u3001\u63a8\u8ad6\u7d71\u8a08\u7b49\uff0c\u4f86\u5206\u6790\u6578\u64da\u3002\u5e38\u7528\u7684\u5de5\u5177\u5305\u62ecPython\u3001R\u8a9e\u8a00\u7b49\u3002<\/p>\n<pre><code>import pandas as pd\n\n# \u8b80\u53d6\u6578\u64da\ndata = pd.read_csv('survey_data.csv')\n\n# \u63cf\u8ff0\u6027\u7d71\u8a08\nprint(data.describe())\n<\/code><\/pre>\n<h3 id=\"4-%e6%95%b8%e6%93%9a%e5%8f%af%e8%a6%96%e5%8c%96-xTPSjQoTez\">4. \u6578\u64da\u53ef\u8996\u5316<\/h3>\n<p>\u5c07\u5206\u6790\u7d50\u679c\u4ee5\u53ef\u8996\u5316\u7684\u65b9\u5f0f\u5448\u73fe\uff0c\u53ef\u4ee5\u5e6b\u52a9\u66f4\u597d\u5730\u7406\u89e3\u6578\u64da\u3002\u5e38\u7528\u7684\u53ef\u8996\u5316\u5de5\u5177\u5305\u62ecMatplotlib\u3001Seaborn\u7b49\u3002<\/p>\n<pre><code>import matplotlib.pyplot as plt\n\n# \u7e6a\u88fd\u76f4\u65b9\u5716\nplt.hist(data['age'], bins=10)\nplt.title('Age Distribution')\nplt.xlabel('Age')\nplt.ylabel('Frequency')\nplt.show()\n<\/code><\/pre>\n<h3 id=\"5-%e7%b5%90%e8%ab%96%e8%88%87%e5%bb%ba%e8%ad%b0-xTPSjQoTez\">5. \u7d50\u8ad6\u8207\u5efa\u8b70<\/h3>\n<p>\u6839\u64da\u6578\u64da\u5206\u6790\u7684\u7d50\u679c\uff0c\u63d0\u51fa\u76f8\u61c9\u7684\u7d50\u8ad6\u548c\u5efa\u8b70\u3002\u9019\u4e9b\u5efa\u8b70\u53ef\u4ee5\u5e6b\u52a9\u4f01\u696d\u6539\u9032\u7522\u54c1\u6216\u670d\u52d9\uff0c\u63d0\u5347\u7528\u6236\u6eff\u610f\u5ea6\u3002<\/p>\n<h2 id=\"%e6%95%b8%e6%93%9a%e6%8c%96%e6%8e%98%e7%9a%84%e6%8c%91%e6%88%b0-xTPSjQoTez\">\u6578\u64da\u6316\u6398\u7684\u6311\u6230<\/h2>\n<p>\u5728\u9032\u884c\u554f\u5377\u6578\u64da\u6316\u6398\u6642\uff0c\u53ef\u80fd\u6703\u9762\u81e8\u4ee5\u4e0b\u6311\u6230\uff1a<\/p>\n<ul>\n<li><strong>\u6578\u64da\u8cea\u91cf\uff1a<\/strong>\u6578\u64da\u7684\u6e96\u78ba\u6027\u548c\u5b8c\u6574\u6027\u76f4\u63a5\u5f71\u97ff\u5206\u6790\u7d50\u679c\u3002<\/li>\n<li><strong>\u6a23\u672c\u4ee3\u8868\u6027\uff1a<\/strong>\u6a23\u672c\u7684\u9078\u64c7\u53ef\u80fd\u5c0e\u81f4\u7d50\u679c\u7684\u504f\u5dee\uff0c\u9700\u8b39\u614e\u8655\u7406\u3002<\/li>\n<li><strong>\u6280\u8853\u80fd\u529b\uff1a<\/strong>\u6578\u64da\u5206\u6790\u9700\u8981\u4e00\u5b9a\u7684\u6280\u8853\u80fd\u529b\uff0c\u5c0d\u65bc\u975e\u5c08\u696d\u4eba\u58eb\u4f86\u8aaa\u53ef\u80fd\u5b58\u5728\u9580\u6abb\u3002<\/li>\n<\/ul>\n<h2 id=\"%e7%b5%90%e8%ab%96-xTPSjQoTez\">\u7d50\u8ad6<\/h2>\n<p>\u554f\u5377\u8abf\u67e5\u6578\u64da\u7684\u6316\u6398\u8207\u5206\u6790\u662f\u4e00\u500b\u7cfb\u7d71\u7684\u904e\u7a0b\uff0c\u6d89\u53ca\u6578\u64da\u6536\u96c6\u3001\u6e05\u7406\u3001\u5206\u6790\u3001\u53ef\u8996\u5316\u53ca\u7d50\u8ad6\u5efa\u8b70\u7b49\u591a\u500b\u6b65\u9a5f\u3002\u901a\u904e\u6709\u6548\u7684\u6578\u64da\u6316\u6398\uff0c\u4f01\u696d\u53ef\u4ee5\u7372\u5f97\u6709\u50f9\u503c\u7684\u898b\u89e3\uff0c\u5f9e\u800c\u505a\u51fa\u66f4\u660e\u667a\u7684\u6c7a\u7b56\u3002\u96a8\u8457\u6280\u8853\u7684\u9032\u6b65\uff0c\u6578\u64da\u5206\u6790\u5de5\u5177\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u6613\u65bc\u4f7f\u7528\uff0c\u9019\u70ba\u5404\u985e\u578b\u7684\u4f01\u696d\u63d0\u4f9b\u4e86\u6a5f\u6703\uff0c\u8b93\u4ed6\u5011\u80fd\u5920\u66f4\u597d\u5730\u7406\u89e3\u5e02\u5834\u9700\u6c42\u548c\u7528\u6236\u884c\u70ba\u3002<\/p>\n<p>\u5982\u9700\u4e86\u89e3\u66f4\u591a\u95dc\u65bc\u6578\u64da\u5b58\u5132\u548c\u5206\u6790\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u60a8\u53ef\u4ee5\u8a2a\u554f\u6211\u5011\u7684\u7db2\u7ad9\uff0c\u63a2\u7d22\u6211\u5011\u7684<a href=\"https:\/\/server.hk\">VPS<\/a> \u670d\u52d9\uff0c\u52a9\u60a8\u5728\u6578\u64da\u5206\u6790\u7684\u65c5\u7a0b\u4e2d\u66f4\u9032\u4e00\u6b65\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u63a2\u7d22\u554f\u5377\u8abf\u67e5\u6578\u64da\u6316\u6398\u8207\u5206\u6790\u6280\u8853\uff0c\u5f9e\u6578\u64da\u5eab\u4e2d\u63d0\u53d6\u7cbe\u6e96\u4fe1\u606f\uff0c\u52a9\u529b\u6c7a\u7b56\u8207\u6d1e\u5bdf\u3002<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-190568","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/190568","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=190568"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/190568\/revisions"}],"predecessor-version":[{"id":190569,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/190568\/revisions\/190569"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=190568"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=190568"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=190568"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}