{"id":1179,"date":"2022-05-28T14:59:26","date_gmt":"2022-05-28T06:59:26","guid":{"rendered":"https:\/\/www.dataisfun.cn\/?p=1179"},"modified":"2022-05-28T14:59:30","modified_gmt":"2022-05-28T06:59:30","slug":"python%e7%ae%80%e6%98%93%e7%88%ac%e8%99%ab","status":"publish","type":"post","link":"https:\/\/www.dataisfun.cn\/?p=1179","title":{"rendered":"Python\u7b80\u6613\u722c\u866b1-\u7535\u5f71\u7968\u623f\u6392\u884c\u699c"},"content":{"rendered":"\n<p class=\"has-small-font-size wp-block-paragraph\">\u6700\u8fd1\u6211\u5728\u505a\u884c\u4e1a\u5e02\u573a\u5206\u6790\u65f6\uff0c\u6b63\u597d\u6709\u722c\u53d6\u6570\u636e\u7684\u9700\u6c42\u3002\u4e4b\u524d\u6211\u89c9\u5f97\u722c\u866b\u6ca1\u4ec0\u4e48\u7528\uff0c\u4e00\u662f\u56e0\u4e3a\u6211\u4eec\u5f88\u5c11\u7528\u5230\u5916\u90e8\u6570\u636e\uff0c\u5e73\u65f6\u90fd\u662f\u57fa\u4e8e\u5185\u90e8\u4e1a\u52a1\u6570\u636e\u505a\u5206\u6790\uff0c\u4e8c\u662f\u56e0\u4e3a\u722c\u866b\u76f8\u5173\u7684\u653f\u7b56\u6cd5\u89c4\u8d8a\u6765\u8d8a\u4e25\u683c\uff0c\u4e00\u4e0d\u5c0f\u5fc3\u5c31\u89e6\u72af\u6cd5\u5f8b\u4e86\uff0c\u4f46\u6211\u73b0\u5728\u89c9\u5f97\u722c\u866b\u8fd8\u662f\u6709\u7528\u7684\uff0c\u5c24\u5176\u662f\u5728\u505a\u884c\u4e1a\u5e02\u573a\u5206\u6790\u3001\u7ade\u54c1\u5206\u6790\u7b49\u9700\u8981\u7528\u5230\u5916\u90e8\u6570\u636e\u7684\u65f6\u5019\u3002\u56e0\u6b64\uff0c\u7b14\u8005\u603b\u7ed3\u4e0b Python\u7b80\u6613\u722c\u866b \u7684\u5b9e\u73b0\uff0c\u4ee5\u4fbf\u6211\u81ea\u5df1\u548c\u5927\u5bb6\u5728\u9700\u8981\u65f6\u6709\u6240\u53c2\u8003\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:14px\"><span class=\"sme-badge has-vivid-cyan-blue-background-color\">1. \u786e\u5b9a\u722c\u53d6\u76ee\u6807<\/span><\/p>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\">\u6211\u4eec\u7684\u722c\u53d6\u76ee\u6807\u662f\u5f88\u7b80\u5355\u7684\u7535\u5f71\u7968\u623f\u6392\u884c\u699c\uff0c\u6211\u4eec\u8981\u722c\u53d6\u7f51\u7ad9\u4e0a\u7684\u8868\u683c\u6570\u636e\uff0c\u7f51\u7ad9\u4fe1\u606f\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\">\u7f51\u5740\uff1a<a href=\"http:\/\/www.piaofang.biz\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.piaofang.biz\/<\/a><\/p>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\">\u5185\u5bb9\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2558\" height=\"1313\" src=\"https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1.png\" alt=\"\" class=\"wp-image-1170\" srcset=\"https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1.png?v=1653721108 2558w, https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1-300x154.png?v=1653721108 300w, https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1-1024x526.png?v=1653721108 1024w, https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1-768x394.png?v=1653721108 768w, https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1-1536x788.png?v=1653721108 1536w, https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1-2048x1051.png?v=1653721108 2048w, https:\/\/www.dataisfun.cn\/wp-content\/uploads\/2022\/05\/\u7535\u5f71\u7968\u623f\u6392\u884c\u699c1-584x300.png?v=1653721108 584w\" sizes=\"auto, (max-width: 2558px) 100vw, 2558px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:14px\"><span class=\"sme-badge has-vivid-cyan-blue-background-color\">2. \u5206\u6790\u6570\u636e\u6e90<\/span><\/p>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\">\u6211\u4eec\u5728Chrome\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u7f51\u5740\uff0c\u53f3\u952e\u68c0\u67e5\uff0c\u4e00\u662f\u786e\u5b9a\u7f51\u9875\u6240\u7528\u7684\u7f16\u7801\uff0c\u7f51\u9875\u4f7f\u7528\u7684\u7f16\u7801\u4e3agb2312\uff0c\u4e8c\u662f\u786e\u5b9a\u6570\u636e\u7684\u5177\u4f53\u4f4d\u7f6e\uff0c\u6570\u636e\u5b58\u50a8\u5728&lt;table>\u6807\u7b7e\u4e2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:14px\"><span class=\"sme-badge has-vivid-cyan-blue-background-color\">3. \u5f00\u53d1\u4ee3\u7801<\/span><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u5bfc\u5165\u8981\u7528\u7684\u5305\nimport numpy as np\nimport pandas as pd\nimport re\nimport requests\nfrom bs4 import BeautifulSoup\n\n\n# \u8bf7\u6c42\u6570\u636e\nresponse = requests.get(\"http:\/\/www.piaofang.biz\")\nresponse.encoding = 'gb2312'    # \u76ee\u6807\u7f51\u7ad9\u4f7f\u7528\u7684\u7f16\u7801\n\n\n# \u89e3\u6790\u6570\u636e\ntext = BeautifulSoup(response.text, \"html.parser\")\n\n\n# \u83b7\u53d6\u6570\u636e\ntable = text.find(\"table\")    # \u63d0\u53d6table\u6807\u7b7e\ntrs = table.find_all(\"tr\")    # \u6570\u636e\u5b58\u5728tr\u6807\u7b7e\u91cc\uff0c\u4e00\u4e2atr\u4ee3\u8868\u4e00\u6761\u6570\u636e\uff0c\u63d0\u53d6tr\u6807\u7b7e\ntr_list = []\nfor tr in trs:\n    tds = tr.find_all(\"td\")    # td\u6807\u7b7e\u4e2d\u5b58\u50a8\u4e86\u7535\u5f71\u4fe1\u606f\uff0c\u63d0\u53d6td\u6807\u7b7e\n    if len(tds) != 0:\n        td_list = []\n        for td in tds:\n            td_list.append(td)\n        tr_list.append(td_list)\n\nresource = pd.DataFrame(tr_list, dtype='str')    # \u5c06\u6570\u636e\u8f6c\u6210DataFrame\u7c7b\u578b\n\n\n# \u6e05\u6d17\u6570\u636e\nresource.to_excel(\"resource.xlsx\")    # \u5bfc\u51fa\u5e76\u89c2\u5bdf\u5b57\u7b26\u4e32\u7279\u5f81\u4ee5\u4fbf\u540e\u7eed\u4f7f\u7528\u6b63\u5219\u6e05\u6d17\u6570\u636e\ndata = resource.copy()\ndata.drop(0, inplace=True)  # \u5220\u9664\u9996\u884c\n\ndata[0] = data[0].str.extract(r\"(\\d+)\", expand=False).astype('int8')\n\ndata[101] = data[1].str.extract(r\"\u300a(.*)\u300b\", expand=False)\ndata[102] = data[101].str.extract(r\">(.*)&lt;\", expand=False)\ndata.loc[data[102].isnull(),102] = data[101]\n\ndata[2] = data[2].str.extract(r\">(.*)&lt;\", expand=False)\n\ndata[3] = data[3].str.extract(r\">(.*)&lt;\", expand=False)\n\ndata[4] = data[4].str.extract(r\">(.*)&lt;\", expand=False)\n\ndata[5] = data[5].str.extract(r\"&lt;span>(.*)&lt;\/span>\", expand=False)\ndata[5] = data[5].str.replace(\",\",\"\").astype('int64')\n\ndata = data[[0, 102, 2, 3, 4, 5]]\ndata.columns = ['\u6392\u540d', '\u7535\u5f71\u540d', '\u4e0a\u6620\u65f6\u95f4', '\u7c7b\u578b', '\u5bfc\u6f14', '\u5168\u7403\u7968\u623f']    # \u91cd\u547d\u540d\u5217\n\n\n# \u5b58\u50a8\u6570\u636e\ndata.to_excel(\"data.xlsx\")    # \u6e05\u6d17\u5b8c\u6210\u540e\u91cd\u65b0\u5bfc\u51fa\u5230\u672c\u5730<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:14px\"><span class=\"sme-badge has-vivid-cyan-blue-background-color\">4. \u5c0f\u7ed3<\/span><\/p>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\">\u8fd9\u4e2aCase\u7684\u4ee3\u7801\u662f\u6bd4\u8f83\u7b80\u5355\u7684\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u7f51\u7ad9\u975e\u5e38\u7b80\u5355\uff0c\u6570\u636e\u5b58\u50a8\u4f7f\u7528\u6807\u51c6\u7684html\u6807\u7b7e\u5f62\u5f0f\uff0c\u6211\u4eec\u4f7f\u7528<strong>BeautifulSoup<\/strong>\u89e3\u6790\u5e76\u9010\u5c42\u63d0\u53d6\u6807\u7b7e\u5185\u5bb9\u540e\u518d\u7528<strong>\u6b63\u5219\u8868\u8fbe\u5f0f<\/strong>\u6e05\u6d17\u63d0\u53d6\u76ee\u6807\u6570\u636e\u5c31\u884c\u4e86\uff0c\u975e\u5e38\u9002\u5408\u5165\u95e8\u7ec3\u624b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\"><span style=\"background-image: linear-gradient(transparent 60%, rgba(252, 185, 0, 0.5) 60%)\" class=\"sme-highlighter\">\u539f\u521b\u6587\u7ae0\uff0c\u8f6c\u8f7d\u8bf7\u52a1\u5fc5\u6ce8\u660e\u51fa\u5904\u5e76\u7559\u4e0b\u539f\u6587\u94fe\u63a5\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u8fd1\u6211\u5728\u505a\u884c\u4e1a\u5e02\u573a\u5206\u6790\u65f6\uff0c\u6b63\u597d\u6709\u722c\u53d6\u6570\u636e\u7684\u9700\u6c42\u3002\u4e4b\u524d\u6211\u89c9\u5f97\u722c\u866b\u6ca1\u4ec0\u4e48\u7528\uff0c\u4e00\u662f\u56e0\u4e3a\u6211\u4eec\u5f88\u5c11\u7528\u5230\u5916\u90e8\u6570\u636e&hellip; <a href=\"https:\/\/www.dataisfun.cn\/?p=1179\" class=\"more-link read-more\" rel=\"bookmark\">\u7ee7\u7eed\u9605\u8bfb <span class=\"screen-reader-text\">Python\u7b80\u6613\u722c\u866b1-\u7535\u5f71\u7968\u623f\u6392\u884c\u699c<\/span><i class=\"fa fa-arrow-right\"><\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[29],"class_list":["post-1179","post","type-post","status-publish","format-standard","hentry","category-python","tag-29","h-entry","h-as-article"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.11 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\u7b80\u6613\u722c\u866b | Python\u722c\u866b | \u722c\u866b - \u6570\u636e\u597d\u73a9<\/title>\n<meta name=\"description\" content=\"Python\u722c\u866b\u8fd8\u662f\u6709\u7528\u7684\uff0c\u5c24\u5176\u662f\u5728\u505a\u884c\u4e1a\u5e02\u573a\u5206\u6790\u3001\u7ade\u54c1\u5206\u6790\u7b49\u9700\u8981\u7528\u5230\u5916\u90e8\u6570\u636e\u7684\u65f6\u5019\u3002\u56e0\u6b64\uff0c\u7b14\u8005\u603b\u7ed3\u4e0b Python\u7b80\u6613\u722c\u866b \u7684\u5b9e\u73b0\uff0c\u4ee5\u4fbf\u6211\u81ea\u5df1\u548c\u5927\u5bb6\u5728\u9700\u8981\u65f6\u6709\u6240\u53c2\u8003\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.dataisfun.cn\/?p=1179\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\u7b80\u6613\u722c\u866b | Python\u722c\u866b | \u722c\u866b - \u6570\u636e\u597d\u73a9\" \/>\n<meta property=\"og:description\" content=\"Python\u722c\u866b\u8fd8\u662f\u6709\u7528\u7684\uff0c\u5c24\u5176\u662f\u5728\u505a\u884c\u4e1a\u5e02\u573a\u5206\u6790\u3001\u7ade\u54c1\u5206\u6790\u7b49\u9700\u8981\u7528\u5230\u5916\u90e8\u6570\u636e\u7684\u65f6\u5019\u3002\u56e0\u6b64\uff0c\u7b14\u8005\u603b\u7ed3\u4e0b Python\u7b80\u6613\u722c\u866b \u7684\u5b9e\u73b0\uff0c\u4ee5\u4fbf\u6211\u81ea\u5df1\u548c\u5927\u5bb6\u5728\u9700\u8981\u65f6\u6709\u6240\u53c2\u8003\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.dataisfun.cn\/?p=1179\" \/>\n<meta property=\"og:site_name\" content=\"\u6570\u636e\u597d\u73a9\" \/>\n<meta property=\"article:published_time\" content=\"2022-05-28T06:59:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-05-28T06:59:30+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.dataisfun.cn\/?p=1179\",\"url\":\"https:\/\/www.dataisfun.cn\/?p=1179\",\"name\":\"Python\u7b80\u6613\u722c\u866b | Python\u722c\u866b | \u722c\u866b - \u6570\u636e\u597d\u73a9\",\"isPartOf\":{\"@id\":\"https:\/\/www.dataisfun.cn\/#website\"},\"datePublished\":\"2022-05-28T06:59:26+00:00\",\"dateModified\":\"2022-05-28T06:59:30+00:00\",\"author\":{\"@id\":\"https:\/\/www.dataisfun.cn\/#\/schema\/person\/026bc03694bbf1608ccc639fb31c3293\"},\"description\":\"Python\u722c\u866b\u8fd8\u662f\u6709\u7528\u7684\uff0c\u5c24\u5176\u662f\u5728\u505a\u884c\u4e1a\u5e02\u573a\u5206\u6790\u3001\u7ade\u54c1\u5206\u6790\u7b49\u9700\u8981\u7528\u5230\u5916\u90e8\u6570\u636e\u7684\u65f6\u5019\u3002\u56e0\u6b64\uff0c\u7b14\u8005\u603b\u7ed3\u4e0b Python\u7b80\u6613\u722c\u866b 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