{"id":4523,"date":"2025-01-17T06:46:00","date_gmt":"2025-01-16T21:46:00","guid":{"rendered":"https:\/\/secondlife.lol\/?p=4523"},"modified":"2025-01-16T21:55:28","modified_gmt":"2025-01-16T12:55:28","slug":"political-party-support-survey","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/zh\/political-party-support-survey\/","title":{"rendered":"\u653f\u515a\u6c11\u8c03\uff1a\u4fdd\u5b88\u6d3e\u5f97\u7968\u8fc7\u591a\u7684\u771f\u76f8\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"<style>.kb-image4523_ce0093-53 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4523_ce0093-53 img.kb-img, .kb-image4523_ce0093-53 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4523_ce0093-53\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"696\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/\uc815\ub2f9-\uc9c0\uc9c0\uc728-\uc5ec\ub860\uc870\uc0ac-\uacb0\uacfc-\ucd94\uc774-\uc774\ubbf8\uc9c0.jpg\" alt=\"\uc815\ub2f9 \uc9c0\uc9c0\uc728 \uc5ec\ub860\uc870\uc0ac \uacb0\uacfc \ucd94\uc774 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-4524\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/\uc815\ub2f9-\uc9c0\uc9c0\uc728-\uc5ec\ub860\uc870\uc0ac-\uacb0\uacfc-\ucd94\uc774-\uc774\ubbf8\uc9c0.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/\uc815\ub2f9-\uc9c0\uc9c0\uc728-\uc5ec\ub860\uc870\uc0ac-\uacb0\uacfc-\ucd94\uc774-\uc774\ubbf8\uc9c0-300x174.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/\uc815\ub2f9-\uc9c0\uc9c0\uc728-\uc5ec\ub860\uc870\uc0ac-\uacb0\uacfc-\ucd94\uc774-\uc774\ubbf8\uc9c0-600x348.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/\uc815\ub2f9-\uc9c0\uc9c0\uc728-\uc5ec\ub860\uc870\uc0ac-\uacb0\uacfc-\ucd94\uc774-\uc774\ubbf8\uc9c0-768x445.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/\uc815\ub2f9-\uc9c0\uc9c0\uc728-\uc5ec\ub860\uc870\uc0ac-\uacb0\uacfc-\ucd94\uc774-\uc774\ubbf8\uc9c0-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption>(\u653f\u515a\u652f\u6301\u7387\u6c11\u8c03\u7ed3\u679c\u8d70\u52bf\u56fe\uff09<\/figcaption><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u662f\u5426\u66fe\u5728\u67e5\u770b\u6700\u65b0\u7684\u653f\u515a\u652f\u6301\u7387\u6c11\u8c03\u65f6\u60f3\u8fc7 \"\u8fd9\u6837\u505a\u5bf9\u5417\uff1f\"\u97e9\u56fd\u6c11\u4e3b\u515a\u548c\u4eba\u6c11\u529b\u91cf\u515a\u7684\u652f\u6301\u7387\u4e00\u76f4\u5904\u4e8e\u80f6\u7740\u72b6\u6001\uff0c\u4f46\u7ed3\u679c\u6709\u65f6\u4f1a\u8ba9\u60a8\u611f\u5230\u5fc3\u60ca\u8089\u8df3\u3002 \u7279\u522b\u662f\u6700\u8fd1\uff0c\"\u4fdd\u5b88\u6d3e\u8d85\u989d\u6295\u7968 \"\u4e00\u8bcd\u88ab\u9891\u7e41\u63d0\u53ca\uff0c\u5c24\u5176\u662f\u5728\u5f39\u52be\u97e9\u56fd\u603b\u7edf\u548c\u6267\u884c\u902e\u6355\u4ee4\u65f6\u3002 \u95ee\u9898\u662f\uff0c\u662f\u5426\u4fdd\u5b88\u6d3e\u9009\u6c11\u5728\u6c11\u8c03\u4e2d\u7684\u6bd4\u4f8b\u8fc7\u9ad8\uff0c\u5bfc\u81f4\u4eba\u6c11\u529b\u91cf\u515a\u7684\u652f\u6301\u7387\u4e0a\u5347\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u5929\uff0c\u6211\u4eec\u5c06\u901a\u8fc7\u6570\u636e\u6765\u4e86\u89e3\u6c11\u610f\u8c03\u67e5\u548c\u4fdd\u5b88\u515a\u9ad8\u7968\u4e4b\u4e89\u3002\u6211\u4eec\u5c06\u4f7f\u7528 Python \u4ee3\u7801\u5bf9\u6570\u636e\u8fdb\u884c\u53ef\u89c6\u5316\u5904\u7406\uff0c\u6211\u5c06\u7528\u901a\u4fd7\u6613\u61c2\u7684\u65b9\u5f0f\u5bf9\u5176\u8fdb\u884c\u89e3\u91ca\u3002 \u6700\u540e\uff0c\u60a8\u5c06\u5bf9\u6c11\u610f\u8c03\u67e5\u6709\u66f4\u6df1\u5165\u7684\u4e86\u89e3\u3002<\/p>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n\n<h2 class=\"wp-block-heading\">1.\u4ee5\u6570\u636e\u5f62\u5f0f\u67e5\u770b\u6295\u7968\u7ed3\u679c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u662f\u6700\u8fd1\u4e09\u6b21\u6c11\u8c03\u7684\u6570\u636e\u8868\uff0c\u663e\u793a\u4e86\u4eba\u6c11\u529b\u91cf\u548c\u6c11\u4e3b\u515a\u6c11\u671b\u7684\u53d8\u5316\u60c5\u51b5\u3002 \u8be5\u6c11\u8c03\u7531\u76d6\u6d1b\u666e\u97e9\u56fd\u516c\u53f8\u4e8e2025\u5e741\u67087\u65e5\u81f39\u65e5\u8fdb\u884c\uff0c\u91c7\u7528\u7535\u8bdd\u8bbf\u95ee\uff08CATI\uff09\u65b9\u5f0f\uff0c\u7f6e\u4fe1\u5ea6\u4e3a95%\uff0c\u62bd\u6837\u8bef\u5dee\u4e3a+-3.1%p\uff0c\u56de\u5e94\u7387\u4e3a16.3%\u3002\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u53c2\u89c1 <a href=\"https:\/\/www.nesdc.go.kr\/portal\/main.do\" target=\"_blank\" rel=\"noopener\">\u4e2d\u592e\u9009\u4e3e\u6c11\u610f\u7814\u7a76\u548c\u5ba1\u67e5\u59d4\u5458\u4f1a\u7f51\u7ad9<\/a>\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-center\" data-align=\"center\">\u7814\u7a76\u671f<\/th><th class=\"has-text-align-center\" data-align=\"center\">\u6c11\u4e3b\u515a (%)<\/th><th class=\"has-text-align-center\" data-align=\"center\">\u4eba\u6c11\u7684\u529b\u91cf\uff08%\uff09<\/th><th class=\"has-text-align-center\" data-align=\"center\">\u5dee\u8ddd (%)<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">24 \u5e74 11 \u6708 19-21 \u65e5<\/td><td class=\"has-text-align-center\" data-align=\"center\">34%<\/td><td class=\"has-text-align-center\" data-align=\"center\">28%<\/td><td class=\"has-text-align-center\" data-align=\"center\">+6<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">24 \u5e74 12 \u6708 10-12 \u65e5<\/td><td class=\"has-text-align-center\" data-align=\"center\">40%<\/td><td class=\"has-text-align-center\" data-align=\"center\">24%<\/td><td class=\"has-text-align-center\" data-align=\"center\">+16<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">25 \u5e74 1 \u6708 7-9 \u65e5<\/td><td class=\"has-text-align-center\" data-align=\"center\">36%<\/td><td class=\"has-text-align-center\" data-align=\"center\">34%<\/td><td class=\"has-text-align-center\" data-align=\"center\">+2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u8fd1\u7684\u6c11\u610f\u8c03\u67e5\u663e\u793a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6700\u65b0\u7684\u6c11\u610f\u8c03\u67e5\u4e2d\uff0c\u56fd\u6c11\u515a\u4e0e\u97e9\u56fd\u6c11\u4e3b\u515a\u4e4b\u95f4\u7684\u5dee\u8ddd\u518d\u6b21\u7f29\u5c0f\u3002\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u97e9\u56fd\u76d6\u6d1b\u666e\u516c\u53f8\u4e8e 1 \u6708 7 \u65e5\u81f3 9 \u65e5\u8fdb\u884c\u7684\u4e00\u9879\u8c03\u67e5\u663e\u793a\uff0c\u5728\u8bef\u5dee\u8303\u56f4\u5185\uff0c\u56fd\u6c11\u515a\u7684 TP3T \u4e3a 341\uff0c\u6c11\u4e3b\u515a\u7684 TP3T \u4e3a 361\uff0c\u53cc\u65b9\u7684\u7ade\u4e89\u5341\u5206\u6fc0\u70c8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e9b\u4eba\u63d0\u51fa\uff0c\u5728\u8fd9\u4e00\u652f\u6301\u7387\u7684\u53d8\u5316\u4e2d\uff0c\u4fdd\u5b88\u6d3e\u6240\u5360\u6bd4\u4f8b\u53ef\u80fd\u8fc7\u9ad8\uff0c\u7279\u522b\u662f\u4fdd\u5b88\u6d3e\u53d7\u8bbf\u8005\u6bd4\u4f8b\u8f83\u9ad8\u53ef\u80fd\u662f\u4eba\u6c11\u529b\u91cf\u652f\u6301\u7387\u4e0a\u5347\u7684\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u5229\u7528 Python \u5c06\u653f\u515a\u652f\u6301\u53ef\u89c6\u5316<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u9762\u7684\u4ee3\u7801\u7528 Python \u5c06\u4e0a\u8ff0\u6570\u636e\u53ef\u89c6\u5316\u4e3a\u6298\u7ebf\u56fe\u3002\u901a\u8fc7\u5c06\u6570\u636e\u53ef\u89c6\u5316\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u6e05\u695a\u5730\u770b\u5230\u652f\u6301\u7387\u7684\u53d8\u5316\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\nimport matplotlib.pyplot as plt\n\n\u51c6\u5907 # \u6570\u636e\ndates = ['Nov 19-21', 'Dec 10-12', 'Jan 7-9'] \u65e5\u671f\n\u6c11\u4e3b\u515a = [34, 40, 36] # \u6c11\u4e3b\u515a\n\u5171\u548c\u515a = [28, 24, 34] # \u5171\u548c\u515a\n\n\u521b\u5efa # \u6570\u636e\u5e27\ndf = pd.DataFrame({\n    \u65e5\u671f': dates\u3001\n    \u6c11\u4e3b\u515a'\uff1a \u6c11\u4e3b\u515a\u3001\n    \u4eba\u6c11\u529b\u91cf\u515a\"\uff1a\u5171\u548c\u515a\n})\n\n\u8bbe\u7f6e # \u6837\u5f0f\nplt.style.use('seaborn-darkgrid')\nplt.figure(figsize=(12, 7))\n\n\u7ed8\u5236 # \u6298\u7ebf\u56fe\nplt.plot(dates, democratic, 'o-', color='#1F4E9A', linewidth=3, markersize=10\u3001\n         label='Democratic Party', alpha=0.9)\nplt.plot(dates, republican, 'o-', color='#E61E2B', linewidth=3, markersize=10\u3001\n         label='People Power Party', alpha=0.9)\n\n\u663e\u793a # \u6570\u636e\u70b9\u7684\u503c\nfor i, (d, r) in enumerate(zip(democratic, republican))\uff1a\n    plt.text(i, d + 0.8, f'{d}%', ha='center', va='bottom', color='#1F4E9A'\u3001\n             fontsize=12, fontweight='bold')\n    plt.text(i, r - 1.5, f'{r}%', ha='center', va='top', color='#E61E2B'\u3001\n             fontsize=12, fontweight='bold')\n\n# \u56fe\u8868\u7684\u6837\u5f0f\nplt.title('Political Party Support Trend', pad=20, fontsize=16, fontweight='bold')\nplt.xlabel('Survey Period', labelpad=15, fontsize=12)\nplt.ylabel('\u652f\u6301\u7387\uff08%\uff09', labelpad=15, fontsize=12)\n\n\u8bbe\u7f6e # \u56fe\u4f8b\uff1a\u53f3\u4e0a\u89d2\nplt.legend(loc='upper right', fontsize=12, frameon=True)\n\n\u8bbe\u7f6e # \u8f74\nplt.ylim(20, 45)\nplt.grid(True, linestyle='--', alpha=0.7)\n\nplt.tight_layout()\nplt.show()\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ee3\u7801\u8bc4\u6ce8<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong><code>\u65e5\u671f<\/code>, <code>\u6c11\u4e3b<\/code>, <code>\u5171\u548c\u515a<\/code> \u751f\u6210\u6570\u636e<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5c06\u6295\u7968\u65f6\u95f4\u548c\u5404\u653f\u515a\u7684\u5f97\u7968\u7387\u4fdd\u5b58\u4e3a\u5217\u8868\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u521b\u5efa\u6570\u636e\u5e27<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5c06\u6570\u636e\u8f6c\u6362\u6210\u7528\u4e8e\u53ef\u89c6\u5316\u7684 pandas DataFrame\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><code>plt.plot()<\/code> \u7528\u51fd\u6570\u7ed8\u5236\u6298\u7ebf\u56fe<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u7528\u6298\u7ebf\u56fe\u8868\u793a\u5404\u653f\u515a\u652f\u6301\u7387\u7684\u53d8\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u663e\u793a\u6570\u636e\u503c<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>plt.text()<\/code>\u4ee5\u5728\u6570\u636e\u70b9\u4e0a\u65b9\u663e\u793a\u652f\u6301\u503c\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u56fe\u8868\u6837\u5f0f<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u6dfb\u52a0\u6807\u9898\u3001\u5750\u6807\u8f74\u6807\u7b7e\u3001\u56fe\u4f8b\u7b49\uff0c\u8ba9\u56fe\u8868\u66f4\u7f8e\u89c2\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u8fc7\u5ea6\u6295\u7968\u7684\u5f71\u54cd\u4ee5\u53ca\u5982\u4f55\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fdd\u5b88\u6d3e\u6bd4\u4f8b\u8fc7\u9ad8\u4f1a\u4f7f\u6c11\u610f\u8c03\u67e5\u7ed3\u679c\u51fa\u73b0\u504f\u5dee\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4eba\u6c11\u529b\u91cf\u652f\u6301\u8005\u7684\u6bd4\u4f8b\u9ad8\u4e8e\u5b9e\u9645\u6bd4\u4f8b\uff0c\u5c31\u4f1a\u63a9\u76d6\u6c11\u4e3b\u515a\u7684\u4f18\u52bf\u3002\u5982\u679c\u67d0\u4e2a\u5730\u533a\u7684\u6837\u672c\u6570\u91cf\u8fc7\u591a\uff0c\u6216\u8005\u8c03\u67e5\u65b9\u6cd5\uff08\u5982\u7535\u8bdd\u91c7\u8bbf\uff09\u66f4\u5bb9\u6613\u5f97\u5230\u4fdd\u5b88\u6d3e\u7684\u56de\u5e94\uff0c\u5c31\u4f1a\u51fa\u73b0\u8fd9\u79cd\u60c5\u51b5\u3002<\/p>\n\n\n<style>.kb-image4523_90d379-a9 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4523_90d379-a9 img.kb-img, .kb-image4523_90d379-a9 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4523_90d379-a9\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"961\" height=\"433\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/image-9.png\" alt=\"\ubcf4\uc218 \uacfc\ud45c\uc9d1 \uc601\ud5a5\uacfc \ud574\uacb0 \ubc29\uc548 \uc694\uc57d \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-4526\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/image-9.png 961w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/image-9-300x135.png 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/image-9-600x270.png 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/image-9-768x346.png 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/image-9-18x8.png 18w\" sizes=\"(max-width: 961px) 100vw, 961px\" \/><figcaption>(\u8d85\u989d\u6295\u7968\u7684\u5f71\u54cd\u548c\u53d8\u901a\u65b9\u6cd5\u6458\u8981\uff09<\/figcaption><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">\u53d8\u901a\u529e\u6cd5<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6539\u8fdb\u6837\u54c1\u6210\u5206<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u786e\u4fdd\u5730\u57df\u3001\u5e74\u9f84\u548c\u6027\u522b\u4ee3\u8868\u6027\uff0c\u907f\u514d\u67d0\u4e9b\u7fa4\u4f53\u7684\u4ee3\u8868\u6027\u8fc7\u9ad8\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7814\u7a76\u65b9\u6cd5\u591a\u6837\u5316<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u9664\u4f20\u7edf\u7684\u7535\u8bdd\u8bbf\u8c08\u5916\uff0c\u7ed3\u5408\u4f7f\u7528\u5728\u7ebf\u8c03\u67e5\u548c\u5b9e\u5730\u8c03\u67e5\uff0c\u51cf\u5c11\u6837\u672c\u504f\u5dee\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6bd4\u8f83\u548c\u9a8c\u8bc1\u7ed3\u679c<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u91cd\u8981\u7684\u662f\uff0c\u4e0d\u8981\u53ea\u76f8\u4fe1\u4e00\u6b21\u6c11\u610f\u8c03\u67e5\uff0c\u800c\u8981\u6bd4\u8f83\u591a\u4e2a\u673a\u6784\u7684\u7ed3\u679c\uff0c\u4ee5\u68c0\u67e5\u662f\u5426\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7edf\u8ba1\u6821\u51c6<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u60a8\u53ef\u4ee5\u901a\u8fc7\u7edf\u8ba1\u4fee\u6b63\u6765\u63d0\u9ad8\u7ed3\u679c\u7684\u53ef\u9760\u6027\uff0c\u4ee5\u53cd\u6620\u53d7\u8bbf\u8005\u7684\u7279\u5f81\u548c\u4eba\u53e3\u7edf\u8ba1\u5b66\u7279\u5f81\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ec4\u7ec7\u8d77\u6765<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u653f\u515a\u652f\u6301\u7387\u6c11\u8c03\u662f\u89e3\u8bfb\u793e\u4f1a\u6c11\u610f\u7684\u91cd\u8981\u5de5\u5177\u3002\u7136\u800c\uff0c\u5728\u89e3\u8bfb\u6c11\u8c03\u6570\u636e\u65f6\uff0c\u5fc5\u987b\u6ce8\u610f\u8d85\u62bd\u6837\u7b49\u95ee\u9898\u3002\u5b66\u4e60\u5982\u4f55\u4f7f\u7528 Python \u4ee3\u7801\u5206\u6790\u81ea\u5df1\u7684\u6570\u636e\u5e76\u6df1\u5165\u4e86\u89e3\u6c11\u610f\u8c03\u67e5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u662f\u4e00\u79cd\u7565\u6709\u4e0d\u540c\u7684 Python \u53ef\u89c6\u5316\u65b9\u6cd5\uff0c\u4e0e\u653f\u515a\u652f\u6301\u7387\u6c11\u8c03\u7684\u8d8b\u52bf\u76f8\u4f3c\uff0c\u4f46\u5f62\u72b6\u7565\u6709\u4e0d\u540c\uff0c\u4ee5\u4f9b\u53c2\u8003 <a href=\"https:\/\/secondlife.lol\/zh\/student-performance-graph-python\/\" data-type=\"post\" data-id=\"4027\">\u5229\u7528 Python \u53ef\u89c6\u5316\u6280\u672f\u521b\u5efa\u6bd4\u8f83\u6210\u7ee9\u53d8\u5316\u7684\u56fe\u8868\uff1a\u7528\u989c\u8272\u6807\u8bb0\u5206\u6570\u7684\u589e\u52a0\/\u51cf\u5c11<\/a> \u8bf7\u67e5\u770b\u5e16\u5b50\u4e86\u89e3\u8be6\u60c5\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"># \u4ee3\u7801\u8bf4\u660e<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">1. \u5bfc\u5165\u56fe\u4e66\u9986<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\nimport matplotlib.pyplot as plt<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>\u5927\u718a\u732b<\/code>:\u6570\u636e\u5206\u6790\u5e93\uff0c\u7528\u4e8e\u6784\u5efa\u6570\u636e\u7ed3\u6784<\/li>\n\n\n\n<li><code>matplotlib<\/code>Python\uff1a\u9886\u5148\u7684\u56fe\u5f62\u7ed8\u5236\u5e93<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">2. \u51c6\u5907\u6570\u636e<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>dates = ['Nov 19-21', 'Dec 10-12', 'Jan 7-9'] \u65e5\u671f\n\u6c11\u4e3b\u515a = [34, 40, 36] # \u6c11\u4e3b\u515a\n\u5171\u548c\u515a = [28, 24, 34] # \u4eba\u6c11\u529b\u91cf\u515a<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e3a\u4e09\u4e2a\u65f6\u95f4\u70b9\u51c6\u5907\u4e00\u4efd\u65e5\u671f\u548c\u5f53\u4e8b\u4eba\u652f\u6301\u6570\u636e\u6e05\u5355<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">3. \u521b\u5efa\u6570\u636e\u5e27<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>df = pd.DataFrame({\n    \u65e5\u671f'\uff1a \u65e5\u671f\u3001\n    \u6c11\u4e3b\u515a'\uff1a \u6c11\u4e3b\u515a\n    \u4eba\u6c11\u529b\u91cf\u515a\"\uff1a\u5171\u548c\u515a\n})<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528 pandas \u5c06\u6570\u636e\u7ed3\u6784\u5316\u4e3a\u8868\u683c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">4. \u8bbe\u7f6e\u56fe\u8868\u6837\u5f0f\u548c\u5927\u5c0f<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.style.use('seaborn-darkgrid') # \u5e94\u7528\u7f51\u683c\u6837\u5f0f\nplt.figure(figsize=(12, 7)) # \u5c06\u56fe\u5f62\u5927\u5c0f\u8bbe\u7f6e\u4e3a 12x7 \u82f1\u5bf8<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">5. \u7ed8\u5236\u6298\u7ebf\u56fe<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.plot(dates, democratic, 'o-', color='#1F4E9A', linewidth=3, markersize=10, label='Democratic Party', alpha=0.9)\nplt.plot(dates, republican, 'o-', color='#E61E2B', linewidth=3, markersize=10, label='People Power Party', alpha=0.9)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>'o-'<\/code>\u663e\u793a\u70b9\u548c\u7ebf<\/li>\n\n\n\n<li><code>\u80a4\u8272<\/code>\u989c\u8272\uff1a\u4f7f\u7528\u5404\u653f\u515a\u6807\u5fd7\u7684\u989c\u8272<\/li>\n\n\n\n<li><code>\u7ebf\u5bbd<\/code>\uff1a\u7ebf\u6761\u7c97\u7ec6<\/li>\n\n\n\n<li><code>\u6807\u8bb0\u5927\u5c0f<\/code>\uff1a\u70b9\u7684\u5927\u5c0f<\/li>\n\n\n\n<li><code>\u6807\u7b7e<\/code>\uff1a\u56fe\u4f8b\u4e2d\u663e\u793a\u7684\u540d\u79f0<\/li>\n\n\n\n<li><code>\u963f\u5c14\u6cd5<\/code>\uff1a\u900f\u660e\u5ea6 (0-1)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">6.\u5728\u6570\u636e\u70b9\u4e2d\u663e\u793a\u6570\u503c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>for i, (d, r) in enumerate(zip(democratic, republican))\uff1a\n    plt.text(i, d + 0.8, f'{d}%', ha='center', va='bottom', color='#1F4E9A', fontsize=12, fontweight='bold')\n    plt.text(i, r - 1.5, f'{r}%', ha='center', va='top', color='#E61E2B', fontsize=12, fontweight='bold')<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u663e\u793a\u6bcf\u4e2a\u6570\u636e\u70b9\u4e0a\u4e0b\u7684\u5b9e\u9645\u503c<\/li>\n\n\n\n<li><code>ha='center'<\/code>\u6c34\u5e73\u5bf9\u9f50<\/li>\n\n\n\n<li><code>va='\u5e95\u90e8'\/'\u9876\u90e8<\/code>\u5782\u76f4\u6392\u5217<\/li>\n\n\n\n<li><code>fontweight='bold'<\/code>:\u7c97\u4f53<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">7.\u88c5\u9970\u56fe\u5f62<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.title('Political Party Support Trend', pad=20, fontsize=16, fontweight='bold') # title\nplt.xlabel('Survey Period', labelpad=15, fontsize=12) # x \u8f74\u6807\u7b7e\nplt.ylabel('Support Rate (%)', labelpad=15, fontsize=12) # y \u8f74\u6807\u7b7e\nplt.legend(loc='upper right', fontsize=12, frameon=True) # \u56fe\u4f8b\nplt.ylim(20, 45) # y \u8f74\u8303\u56f4\u8bbe\u7f6e\nplt.grid(True, linestyle='--', alpha=0.7) # \u7f51\u683c\u6837\u5f0f\nplt.tight_layout() # \u81ea\u52a8\u6536\u7d27\u56fe\u5f62\u5e03\u5c40<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">8. \u663e\u793a\u56fe\u8868<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.show()<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u5c4f\u5e55\u4e0a\u663e\u793a\u5b8c\u6210\u7684\u56fe\u5f62<\/li>\n<\/ul>\n<\/blockquote>\n\n\n<style>.kb-image4457_249bea-0c.kb-image-is-ratio-size, .kb-image4457_249bea-0c .kb-image-is-ratio-size{max-width:300px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image4457_249bea-0c.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image4457_249bea-0c .kb-image-is-ratio-size{align-self:unset;}.kb-image4457_249bea-0c figure{max-width:300px;}.kb-image4457_249bea-0c .image-is-svg, .kb-image4457_249bea-0c .image-is-svg img{width:100%;}.kb-image4457_249bea-0c .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image4457_249bea-0c\"><figure class=\"aligncenter size-medium\"><img decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-300x300.webp\" alt=\"\ud14c\ub9ac \uc774\ubaa8\ud2f0\ucf58\" class=\"kb-img wp-image-4456\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-300x300.webp 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-600x600.webp 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-150x150.webp 150w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-768x768.webp 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-12x12.webp 12w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding.webp 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption><strong>(\u5feb\u4e50\u7f16\u7801\uff09<\/strong><\/figcaption><\/figure><\/div>","protected":false},"excerpt":{"rendered":"<p>\u60a8\u662f\u5426\u66fe\u5728\u770b\u5230\u653f\u515a\u652f\u6301\u7387\u7684\u6c11\u610f\u8c03\u67e5\u65f6\u60f3\u8fc7\uff0c\"\u8fd9\u6837\u505a\u5bf9\u5417\uff1f<\/p>","protected":false},"author":3,"featured_media":4528,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[3],"tags":[34,772,771,177,769,399,770],"class_list":["post-4523","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-coding","tag-python","tag-772","tag-771","tag-177","tag-769","tag-399","tag-770"],"taxonomy_info":{"category":[{"value":3,"label":"\ud30c\uc774\uc36c(Python)"}],"post_tag":[{"value":34,"label":"python"},{"value":772,"label":"\uad6d\ubbfc\uc758\ud798"},{"value":771,"label":"\ub354\ubd88\uc5b4\ubbfc\uc8fc\ub2f9"},{"value":177,"label":"\ub370\uc774\ud130 \ubd84\uc11d"},{"value":769,"label":"\ubcf4\uc218 \uacfc\ud45c\uc9d1"},{"value":399,"label":"\uc5ec\ub860\uc870\uc0ac"},{"value":770,"label":"\uc815\ub2f9 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