{"id":3466,"date":"2026-03-09T07:37:58","date_gmt":"2026-03-08T23:37:58","guid":{"rendered":"http:\/\/xuebuwan.com\/wp\/archives\/3466"},"modified":"2026-03-09T07:37:58","modified_gmt":"2026-03-08T23:37:58","slug":"%e9%87%8f%e5%8c%96%e5%b7%a5%e5%85%b7%e6%b8%85%e5%8d%95%ef%bc%9a%e6%88%91%e7%94%a8%e7%9a%84%e6%95%b0%e6%8d%ae%e6%ba%90%e3%80%81%e7%9c%8b%e6%9d%bf%e5%92%8c%e5%9b%9e%e6%b5%8b%e6%a1%86%e6%9e%b6%e5%85%a8","status":"publish","type":"post","link":"http:\/\/xuebuwan.com\/wp\/?p=3466","title":{"rendered":"\u91cf\u5316\u5de5\u5177\u6e05\u5355\uff1a\u6211\u7528\u7684\u6570\u636e\u6e90\u3001\u770b\u677f\u548c\u56de\u6d4b\u6846\u67b6\u5168\u5728\u8fd9\u91cc"},"content":{"rendered":"<h2>\u6570\u636e\u6e90\uff08\u5168\u90e8\u514d\u8d39\uff09<\/h2>\n<h3>1. AkShare &#8211; \u91cf\u5316\u5f00\u6e90\u5e93<\/h3>\n<p>\u6211\u7528\u6700\u591a\u7684Python\u5e93\uff0cA\u80a1\u3001\u57fa\u91d1\u3001\u5b8f\u89c2\u6570\u636e\u90fd\u6709\u3002<\/p>\n<pre><code>pip install akshare\nimport akshare as ak\n# \u5b9e\u65f6\u884c\u60c5\nak.stock_zh_a_spot_em()\n# \u5386\u53f2K\u7ebf\nak.stock_zh_a_hist(symbol=&quot;000001&quot;, period=&quot;daily&quot;)<\/code><\/pre>\n<h3>2. Tushare Pro<\/h3>\n<p>\u9700\u8981\u6ce8\u518c\u83b7\u53d6token\uff0c\u6570\u636e\u5168\u9762\uff0c\u63a5\u53e3\u7a33\u5b9a\u3002<\/p>\n<h3>3. \u540c\u82b1\u987a\/\u4e1c\u8d22Choice<\/h3>\n<p>\u7f51\u9875\u7aef\u770b\u76d8\u6bd4\u8f83\u76f4\u89c2\uff0c\u9002\u5408\u590d\u76d8\u3002<\/p>\n<h2>\u56de\u6d4b\u6846\u67b6<\/h2>\n<h3>1. Backtrader<\/h3>\n<p>Python\u8001\u724c\u56de\u6d4b\u6846\u67b6\uff0c\u6587\u6863\u4e30\u5bcc\uff0c\u9002\u5408\u5165\u95e8\u3002<\/p>\n<h3>2. Zipline<\/h3>\n<p>Quantopian\u5f00\u6e90\uff0c\u56de\u6d4b\u903b\u8f91\u4e25\u8c28\uff0c\u4f46\u6570\u636e\u83b7\u53d6\u9ebb\u70e6\u70b9\u3002<\/p>\n<h3>3. Qteasy<\/h3>\n<p>\u56fd\u4ea7\u56de\u6d4b\u6846\u67b6\uff0c\u5bf9A\u80a1\u652f\u6301\u597d\u3002<\/p>\n<h2>\u770b\u677f\u5de5\u5177<\/h2>\n<ul><li><strong>Tableau Public<\/strong> &#8211; \u514d\u8d39\uff0c\u6570\u636e\u53ef\u89c6\u5316\u6548\u679c\u597d<\/li>\n<li><strong>Power BI<\/strong> &#8211; \u5fae\u8f6f\u751f\u6001\uff0c\u4e60\u60efExcel\u7684\u4e0a\u624b\u5feb<\/li>\n<li><strong>Python Plotly<\/strong> &#8211; \u4ee3\u7801\u751f\u6210\u4ea4\u4e92\u56fe\u8868<\/li><\/ul>\n<h2>\u6211\u7684\u5de5\u4f5c\u6d41<\/h2>\n<ol><li>Akshare\u83b7\u53d6\u6570\u636e \u2192 Jupyter Notebook\u5206\u6790<\/li>\n<li>Backtrader\u56de\u6d4b\u7b56\u7565 \u2192 \u4f18\u5316\u53c2\u6570<\/li>\n<li>Plotly\u751f\u6210\u56fe\u8868 \u2192 \u5199\u5206\u6790\u62a5\u544a<\/li><\/ol>\n<h2>\u9886\u53d6\u65b9\u5f0f<\/h2>\n<p>\u8bc4\u8bba\u533a\u6263666\uff0c\u6211\u628a\u8fd9\u5957\u5de5\u5177\u7684<strong>\u5b89\u88c5\u5305\u548c\u4f7f\u7528\u624b\u518c<\/strong>\u6253\u5305\u53d1\u7ed9\u4f60\u3002<\/p>\n<p><hr><p><strong>\u514d\u8d23\u58f0\u660e\uff1a<\/strong>\u672c\u6587\u4ec5\u4f9b\u6280\u672f\u5b66\u4e60\u4ea4\u6d41\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002\u80a1\u5e02\u6709\u98ce\u9669\uff0c\u6295\u8d44\u9700\u8c28\u614e\u3002<\/p><\/p>","protected":false},"excerpt":{"rendered":"<p>\u6570\u636e\u6e90\uff08\u5168\u90e8\u514d\u8d39\uff09 1. AkShare &#8211; \u91cf\u5316\u5f00\u6e90\u5e93 \u6211\u7528\u6700\u591a\u7684Python\u5e93\uff0cA\u80a1\u3001\u57fa\u91d1\u3001\u5b8f &#8230; <a title=\"\u91cf\u5316\u5de5\u5177\u6e05\u5355\uff1a\u6211\u7528\u7684\u6570\u636e\u6e90\u3001\u770b\u677f\u548c\u56de\u6d4b\u6846\u67b6\u5168\u5728\u8fd9\u91cc\" class=\"read-more\" href=\"http:\/\/xuebuwan.com\/wp\/?p=3466\" aria-label=\"\u9605\u8bfb \u91cf\u5316\u5de5\u5177\u6e05\u5355\uff1a\u6211\u7528\u7684\u6570\u636e\u6e90\u3001\u770b\u677f\u548c\u56de\u6d4b\u6846\u67b6\u5168\u5728\u8fd9\u91cc\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-3466","post","type-post","status-publish","format-standard","hentry","category-resources"],"_links":{"self":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3466","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3466"}],"version-history":[{"count":0,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3466\/revisions"}],"wp:attachment":[{"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3466"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3466"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/xuebuwan.com\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}