{"id":6320,"date":"2025-05-30T14:06:51","date_gmt":"2025-06-04T06:58:51","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6320"},"modified":"2025-06-04T14:06:51","modified_gmt":"2025-06-04T06:58:51","slug":"%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e6%a8%a1%e6%93%ac%e5%99%aa%e9%9f%b3%e6%8c%87%e6%a8%99%e5%80%92%e5%82%b3%e9%81%9e%e4%bf%a1%e8%99%9fannoechosignal%e4%ba%a4%e6%98%93%e6%8c%87","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e6%a8%a1%e6%93%ac%e5%99%aa%e9%9f%b3%e6%8c%87%e6%a8%99%e5%80%92%e5%82%b3%e9%81%9e%e4%bf%a1%e8%99%9fannoechosignal%e4%ba%a4%e6%98%93%e6%8c%87\/","title":{"rendered":"2025\u5e74\u6700\u65b0 Python \u6a21\u64ec\u566a\u97f3\u6307\u6a19\u5012\u50b3\u905e\u4fe1\u865f\uff08ANNO Echo Signal\uff09\u4ea4\u6613\u6307\u6a19\u6559\u5b78"},"content":{"rendered":"<p><meta name=\"keywords\" content=\"Python, ANNO Echo Signal, \u6a21\u64ec\u566a\u97f3\u6307\u6a19\u5012\u50b3\u905e\u4fe1\u865f, \u4ea4\u6613\u6307\u6a19, \u80a1\u7968\u4ea4\u6613, \u6280\u8853\u5206\u6790\"><\/p>\n<h1>2025\u5e74\u6700\u65b0 Python \u6a21\u64ec\u566a\u97f3\u6307\u6a19\u5012\u50b3\u905e\u4fe1\u865f\uff08ANNO Echo Signal\uff09\u4ea4\u6613\u6307\u6a19\u6559\u5b78<\/h1>\n<p>\u6a21\u64ec\u566a\u97f3\u6307\u6a19\u5012\u50b3\u905e\u4fe1\u865f\uff08ANNO Echo Signal\uff09\u662f\u4e00\u7a2e\u7528\u65bc\u80a1\u7968\u4ea4\u6613\u7684\u6280\u8853\u6307\u6a19\uff0c\u80fd\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5206\u6790\u5e02\u5834\u8d70\u52e2\u4e26\u6709\u6548\u9032\u884c\u4ea4\u6613\u3002\u672c\u6587\u5c07\u4ecb\u7d39ANNO Echo Signal\u7684\u4f7f\u7528\u6642\u6a5f\u3001Python\u7bc4\u4f8b\u4ee5\u53ca\u5982\u4f55\u6392\u9664\u5e38\u898b\u932f\u8aa4\uff0c\u8b93\u6295\u8cc7\u8005\u80fd\u66f4\u597d\u5730\u5229\u7528\u9019\u500b\u6307\u6a19\u3002<\/p>\n<h2>ANNO Echo Signal\u7684\u4f7f\u7528\u6642\u6a5f<\/h2>\n<p>ANNO Echo Signal\u7684\u4f7f\u7528\u6642\u6a5f\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u5e7e\u9ede\uff1a<\/p>\n<ul>\n<li><strong>\u8da8\u52e2\u5206\u6790\uff1a<\/strong>ANNO Echo Signal\u5e6b\u52a9\u6295\u8cc7\u8005\u5206\u6790\u80a1\u7968\u5e02\u5834\u7684\u8da8\u52e2\uff0c\u4f7f\u5176\u80fd\u66f4\u597d\u5730\u628a\u63e1\u6295\u8cc7\u6a5f\u6703\u3002<\/li>\n<li><strong>\u4ea4\u6613\u6c7a\u7b56\uff1a<\/strong>\u900f\u904eANNO Echo Signal\uff0c\u6295\u8cc7\u8005\u80fd\u66f4\u6709\u6548\u5730\u5236\u5b9a\u4ea4\u6613\u6c7a\u7b56\uff0c\u5f9e\u800c\u63d0\u9ad8\u4ea4\u6613\u6210\u529f\u7387\u3002<\/li>\n<li><strong>\u6295\u8cc7\u7b56\u7565\uff1a<\/strong>\u8a72\u6307\u6a19\u5354\u52a9\u6295\u8cc7\u8005\u5236\u5b9a\u5408\u9069\u7684\u6295\u8cc7\u7b56\u7565\uff0c\u4ee5\u6700\u5927\u5316\u6f5b\u5728\u6536\u76ca\u3002<\/li>\n<\/ul>\n<h2>Python\u7bc4\u4f8b<\/h2>\n<p>\u4e0b\u9762\u662f\u4e00\u500b\u4f7f\u7528Python\u8a08\u7b97ANNO Echo Signal\u7684\u7bc4\u4f8b\uff0c\u4e26\u5305\u542b\u6578\u64da\u8b80\u53d6\u8207\u8a08\u7b97\u904e\u7a0b\uff1a<\/p>\n<p>&#8220;`python<br \/>\n# \u5f15\u5165\u6240\u9700\u7684\u6a21\u7d44<br \/>\nimport numpy as np<br \/>\nimport pandas as pd<\/p>\n<p># \u8b80\u53d6\u8cc7\u6599<br \/>\ndata = pd.read_csv(&#8216;data.csv&#8217;)<\/p>\n<p># \u6aa2\u67e5\u8cc7\u6599\u662f\u5426\u6b63\u78ba<br \/>\nif &#8216;Close&#8217; not in data.columns or &#8216;Open&#8217; not in data.columns:<br \/>\n    raise ValueError(&#8220;\u8cc7\u6599\u4e2d\u5fc5\u9808\u5305\u542b &#8216;Close&#8217; \u548c &#8216;Open&#8217; \u6b04\u4f4d&#8221;)<\/p>\n<p># \u8a08\u7b97ANNO Echo Signal<br \/>\nanno_echo_signal = np.mean(data[&#8216;Close&#8217;]) &#8211; np.mean(data[&#8216;Open&#8217;])<\/p>\n<p># \u8f38\u51fa\u7d50\u679c<br \/>\nprint(&#8216;ANNO Echo Signal:&#8217;, anno_echo_signal)<br \/>\n&#8220;`<\/p>\n<p>\u9019\u6bb5\u7a0b\u5f0f\u78bc\u5e6b\u52a9\u6295\u8cc7\u8005\u8a08\u7b97ANNO Echo Signal\uff0c\u4e26\u6aa2\u67e5\u8cc7\u6599\u7684\u5b8c\u6574\u6027\uff0c\u907f\u514d\u904b\u884c\u904e\u7a0b\u4e2d\u7684\u932f\u8aa4\u3002<\/p>\n<h2>\u932f\u8aa4\u6392\u9664<\/h2>\n<p>\u5728\u4f7f\u7528Python\u9032\u884cANNO Echo Signal\u8a08\u7b97\u6642\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u898b\u932f\u8aa4\u53ca\u5176\u89e3\u6c7a\u65b9\u6848\uff1a<\/p>\n<p>&#8211; **\u8cc7\u6599\u7f3a\u5931**\uff1a\u78ba\u4fddCSV\u6587\u4ef6\u4e2d\u542b\u6709 &#8216;Open&#8217; \u548c &#8216;Close&#8217; \u6b04\u4f4d\u3002<br \/>\n&#8211; **\u6578\u64da\u985e\u578b\u932f\u8aa4**\uff1a\u6aa2\u67e5\u8b80\u53d6\u7684\u6578\u64da\u662f\u5426\u70ba\u6578\u5b57\u985e\u578b\uff0c\u5fc5\u8981\u6642\u53ef\u4ee5\u4f7f\u7528`data[&#8216;ColumnName&#8217;] = pd.to_numeric(data[&#8216;ColumnName&#8217;], errors=&#8217;coerce&#8217;)`\u5c07\u5176\u8f49\u63db\u3002<br \/>\n&#8211; **\u6587\u4ef6\u8def\u5f91\u932f\u8aa4**\uff1a\u78ba\u8a8dCSV\u6587\u4ef6\u7684\u8def\u5f91\u662f\u5426\u6b63\u78ba\u3002<\/p>\n<h2>\u5ef6\u4f38\u61c9\u7528<\/h2>\n<p>ANNO Echo Signal\u4e0d\u50c5\u9069\u7528\u65bc\u80a1\u7968\u4ea4\u6613\uff0c\u9084\u53ef\u4ee5\u61c9\u7528\u65bc\u5176\u4ed6\u91d1\u878d\u5e02\u5834\uff0c\u4f8b\u5982\u5916\u532f\u548c\u52a0\u5bc6\u8ca8\u5e63\u4ea4\u6613\u3002\u6295\u8cc7\u8005\u53ef\u4ee5\u6839\u64da\u5e02\u5834\u7279\u6027\u8abf\u6574\u53c3\u6578\uff0c\u4ee5\u7372\u5f97\u6700\u4f73\u6548\u679c\u3002<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>ANNO Echo Signal\u662f\u4e00\u7a2e\u5f37\u5927\u7684\u6280\u8853\u6307\u6a19\uff0c\u80fd\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5206\u6790\u80a1\u7968\u5e02\u5834\u7684\u8d70\u52e2\u4e26\u9032\u884c\u6709\u6548\u4ea4\u6613\u3002\u672c\u6587\u5df2\u4ecb\u7d39ANNO Echo Signal\u7684\u4f7f\u7528\u6642\u6a5f\u3001Python\u7bc4\u4f8b\u53ca\u932f\u8aa4\u6392\u9664\u65b9\u6cd5\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5229\u7528\u8a72\u6307\u6a19\u3002<\/p>\n<p>\u5982\u9700\u66f4\u591a\u95dc\u65bcPython\u7684\u5b78\u7fd2\u8cc7\u6e90\uff0c\u6b61\u8fce\u53c3\u8003[\u9019\u7bc7\u6559\u5b78](https:\/\/vocus.cc\/article\/5f4e8f3cfd89780001d7a5d9)\u3002<\/p>\n<h2>Q&#038;A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/h2>\n<ul>\n<li><strong>Q: ANNO Echo Signal\u7684\u4e3b\u8981\u7528\u9014\u662f\u4ec0\u9ebc\uff1f<\/strong><br \/>A: ANNO Echo Signal\u4e3b\u8981\u7528\u65bc\u5206\u6790\u5e02\u5834\u8d70\u52e2\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u5236\u5b9a\u4ea4\u6613\u6c7a\u7b56\u548c\u6295\u8cc7\u7b56\u7565\u3002<\/li>\n<li><strong>Q: \u5982\u4f55\u78ba\u4fdd\u6578\u64da\u7684\u6e96\u78ba\u6027\uff1f<\/strong><br \/>A: \u78ba\u4fdd\u6578\u64da\u6587\u4ef6\u5305\u542b\u6b63\u78ba\u7684\u6b04\u4f4d\uff0c\u4e26\u6aa2\u67e5\u6578\u64da\u985e\u578b\u662f\u5426\u70ba\u6578\u5b57\u3002<\/li>\n<li><strong>Q: ANNO Echo Signal\u80fd\u7528\u65bc\u54ea\u4e9b\u5e02\u5834\uff1f<\/strong><br \/>A: \u9664\u4e86\u80a1\u7968\u5e02\u5834\uff0cANNO Echo Signal\u540c\u6a23\u9069\u7528\u65bc\u5916\u532f\u548c\u52a0\u5bc6\u8ca8\u5e63\u5e02\u5834\u3002<\/li>\n<\/ul>\n<p>&#8212;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6458\u8981\uff1a\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u5229\u7528Python\u4e2d\u7684\u6a21\u64ec\u566a\u97f3\u6307\u6a19\u5012\u50b3\u905e\u4fe1\u865f(ANNOEchoSignal)\u4ea4\u6613\u6307\u6a19\uff0c\u8a73\u7d30\u89e3\u91cb\u4e86\u4f7f\u7528\u6642\u6a5f\u4ee5\u53ca\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\uff0c\u8b93\u5b78\u751f\u80fd\u5920\u66f4\u52a0\u4e86\u89e3\u5982\u4f55\u5229\u7528\u6b64\u6307\u6a19\u9032\u884c\u4ea4\u6613\u3002<\/p>\n","protected":false},"author":1,"featured_media":2518,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[18,189],"tags":[15,188],"class_list":["post-6320","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-189","tag-python","tag-188"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/badgameshow.com\/steven\/wp-content\/uploads\/2022\/12\/DALL\u00b7E-2022-12-28-14.25.55-\u62f7\u8c9d2.png","jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pcFK27-1DW","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6320","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/comments?post=6320"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6320\/revisions"}],"predecessor-version":[{"id":12730,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6320\/revisions\/12730"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/media\/2518"}],"wp:attachment":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/media?parent=6320"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6320"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6320"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}