{"id":6244,"date":"2025-05-31T14:36:40","date_gmt":"2025-06-04T07:05:40","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6244"},"modified":"2025-06-04T14:36:40","modified_gmt":"2025-06-04T07:05:40","slug":"%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e4%b8%ad%e7%9a%84adxecho%e6%8c%87%e6%a8%99%e4%ba%a4%e6%98%93%e6%8a%80%e5%b7%a7","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e4%b8%ad%e7%9a%84adxecho%e6%8c%87%e6%a8%99%e4%ba%a4%e6%98%93%e6%8a%80%e5%b7%a7\/","title":{"rendered":"\u6df1\u5165\u4e86\u89e3 Python \u4e2d\u7684 ADX Echo \u6307\u6a19\u4ea4\u6613\u6280\u5de7\uff1a2025 \u6700\u65b0\u6559\u5b78\u8207\u5be6\u4f5c\u7bc4\u4f8b"},"content":{"rendered":"

<\/p>\n

\u4f7f\u7528\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e (ADX Echo) \u4ea4\u6613\u6307\u6a19\u7684\u6642\u6a5f\u8207 Python \u7bc4\u4f8b<\/h1>\n

\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e (ADX Echo) \u662f\u4e00\u7a2e\u7528\u65bc\u5206\u6790\u8da8\u52e2\u5f37\u5ea6\u7684\u6280\u8853\u6307\u6a19\uff0c\u5b83\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u7406\u89e3\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u5236\u5b9a\u66f4\u6709\u6548\u7684\u4ea4\u6613\u7b56\u7565\u3002\u9019\u7bc7\u6587\u7ae0\u5c07\u4ecb\u7d39 ADX Echo \u7684\u4f7f\u7528\u6642\u6a5f\uff0c\u63d0\u4f9b\u5b8c\u6574\u7684 Python \u5be6\u4f5c\u7bc4\u4f8b\uff0c\u4e26\u5206\u4eab\u4e00\u4e9b\u6700\u4f73\u5be6\u8e10\uff0c\u8b93\u4f60\u5728\u4ea4\u6613\u4e2d\u7372\u5f97\u66f4\u597d\u7684\u7d50\u679c\u3002<\/p>\n

\u4ec0\u9ebc\u662f ADX Echo\uff1f<\/h2>\n

ADX Echo \u662f\u4e00\u7a2e\u57fa\u65bc\u6280\u8853\u5206\u6790\u7684\u6307\u6a19\uff0c\u5c08\u9580\u7528\u65bc\u8a55\u4f30\u5e02\u5834\u8da8\u52e2\u7684\u5f37\u5ea6\u3002\u5b83\u4e0d\u50c5\u80fd\u5920\u5e6b\u52a9\u6295\u8cc7\u8005\u7406\u89e3\u73fe\u6709\u7684\u8da8\u52e2\uff0c\u9084\u80fd\u5920\u8b58\u5225\u53ef\u80fd\u7684\u4ea4\u6613\u6a5f\u6703\u3002\u7576\u6307\u6a19\u503c\u9ad8\u65bc\u67d0\u4e00\u95be\u503c\u6642\uff0c\u901a\u5e38\u8868\u793a\u5e02\u5834\u8da8\u52e2\u5f37\u52c1\uff1b\u76f8\u53cd\uff0c\u7576\u6307\u6a19\u503c\u4f4e\u65bc\u67d0\u4e00\u6c34\u5e73\u6642\uff0c\u5247\u8868\u660e\u5e02\u5834\u53ef\u80fd\u8655\u65bc\u76e4\u6574\u968e\u6bb5\u3002<\/p>\n

ADX Echo \u7684\u4f7f\u7528\u6642\u6a5f<\/h2>\n

– **\u8da8\u52e2\u5f37\u52c1\uff08ADX > 25\uff09**\uff1a\u7576 ADX Echo \u6307\u6a19\u8d85\u904e 25 \u6642\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f37\uff0c\u6295\u8cc7\u8005\u53ef\u8003\u616e\u9032\u884c\u8da8\u52e2\u4ea4\u6613\u3002
\n– **\u8da8\u52e2\u5f31\u52e2\uff08ADX < 20\uff09**\uff1a\u7576 ADX Echo \u6307\u6a19\u4f4e\u65bc 20 \u6642\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f31\uff0c\u6295\u8cc7\u8005\u53ef\u8003\u616e\u9032\u884c\u53cd\u8f49\u4ea4\u6613\u3002\n\n\u9019\u4e9b\u6307\u6a19\u7684\u61c9\u7528\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u5728\u9032\u884c\u4ea4\u6613\u6642\u505a\u51fa\u66f4\u660e\u667a\u7684\u6c7a\u7b56\u3002\n\n\n\n

Python \u5be6\u4f5c\u7bc4\u4f8b<\/h2>\n

\u4ee5\u4e0b\u662f\u4f7f\u7528 Python \u4f86\u8a08\u7b97 ADX Echo \u6307\u6a19\u7684\u5b8c\u6574\u7bc4\u4f8b\uff1a<\/p>\n

“`python
\n# \u8f09\u5165\u6240\u9700\u7684\u51fd\u5f0f\u5eab
\nimport numpy as np
\nimport pandas as pd<\/p>\n

# \u8f09\u5165\u8cc7\u6599
\ndata = pd.read_csv(‘data.csv’)<\/p>\n

# \u8a08\u7b97\u5e73\u5747\u771f\u5be6\u7bc4\u570d (ATR)
\nhigh_low = data[‘High’] – data[‘Low’]\nhigh_close = np.abs(data[‘High’] – data[‘Close’].shift(1))
\nlow_close = np.abs(data[‘Low’] – data[‘Close’].shift(1))
\ntr = pd.concat([high_low, high_close, low_close], axis=1).max(axis=1)
\natr = tr.rolling(window=14).mean()<\/p>\n

# \u8a08\u7b97 ADX Echo \u6307\u6a19
\nadx_echo = (atr \/ data[‘Close’]) * 100<\/p>\n

# \u8f38\u51fa\u7d50\u679c
\nprint(‘ADX Echo:’, adx_echo.iloc[-1])
\n“`<\/p>\n

\u9019\u6bb5\u7a0b\u5f0f\u78bc\u5c07\u8a08\u7b97 ADX Echo \u6307\u6a19\uff0c\u4e26\u5c07\u6700\u65b0\u7d50\u679c\u8f38\u51fa\u81f3\u63a7\u5236\u53f0\u3002\u78ba\u4fdd\u4f60\u7684 `data.csv` \u6a94\u6848\u4e2d\u5305\u542b `High`\u3001`Low` \u548c `Close` \u6b04\u4f4d\u3002<\/p>\n

\u932f\u8aa4\u6392\u9664<\/h2>\n

1. **\u6a94\u6848\u4e0d\u5b58\u5728**\uff1a\u78ba\u4fdd `data.csv` \u6a94\u6848\u5728\u6b63\u78ba\u7684\u4f4d\u7f6e\uff0c\u4e14\u5305\u542b\u5fc5\u9700\u7684\u6b04\u4f4d\u3002
\n2. **\u6578\u64da\u985e\u578b\u932f\u8aa4**\uff1a\u78ba\u8a8d\u8b80\u5165\u7684\u6578\u64da\u985e\u578b\u6b63\u78ba\uff0c\u7279\u5225\u662f `High`\u3001`Low` \u548c `Close` \u6b04\u4f4d\u61c9\u70ba\u6578\u503c\u578b\u3002
\n3. **\u6efe\u52d5\u8a08\u7b97\u554f\u984c**\uff1a\u78ba\u4fdd\u5728\u8a08\u7b97\u79fb\u52d5\u5e73\u5747\u503c\u6642\uff0c\u6578\u64da\u8db3\u5920\u9577\u4ee5\u907f\u514d NaN \u503c\u3002<\/p>\n

\u5ef6\u4f38\u61c9\u7528<\/h2>\n

\u4f60\u53ef\u4ee5\u5c07 ADX Echo \u6307\u6a19\u6574\u5408\u81f3\u81ea\u52d5\u5316\u4ea4\u6613\u7cfb\u7d71\u4e2d\uff0c\u6839\u64da\u5176\u503c\u81ea\u52d5\u89f8\u767c\u8cb7\u8ce3\u7b56\u7565\u3002\u6b64\u5916\uff0c\u7d50\u5408\u5176\u4ed6\u6280\u8853\u6307\u6a19\uff08\u5982 MACD \u6216 RSI\uff09\u53ef\u9032\u4e00\u6b65\u63d0\u5347\u4ea4\u6613\u7b56\u7565\u7684\u6709\u6548\u6027\u3002<\/p>\n

\u5728\u9019\u88e1\uff0c\u4f60\u53ef\u4ee5\u53c3\u8003 [\u9019\u7bc7\u6587\u7ae0](https:\/\/vocus.cc) \u4ee5\u7372\u53d6\u66f4\u591a Python \u4ea4\u6613\u7b56\u7565\u7684\u8cc7\u8a0a\u3002<\/p>\n

\u7e3d\u7d50<\/h2>\n

ADX Echo \u662f\u4e00\u7a2e\u6709\u6548\u7684\u6280\u8853\u6307\u6a19\uff0c\u80fd\u5920\u5e6b\u52a9\u6295\u8cc7\u8005\u7406\u89e3\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u5236\u5b9a\u76f8\u61c9\u7684\u4ea4\u6613\u7b56\u7565\u3002\u7576 ADX Echo \u6307\u6a19\u8d85\u904e 25 \u6642\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f37\uff1b\u7576\u4f4e\u65bc 20 \u6642\uff0c\u5247\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f31\u3002\u6211\u5011\u4e5f\u63d0\u4f9b\u4e86\u4f7f\u7528 Python \u8a08\u7b97 ADX Echo \u6307\u6a19\u7684\u7bc4\u4f8b\uff0c\u5e6b\u52a9\u4f60\u5728\u5be6\u969b\u64cd\u4f5c\u4e2d\u61c9\u7528\u9019\u4e00\u6307\u6a19\u3002<\/p>\n

Q&A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/h2>\n

**Q1: ADX Echo \u6307\u6a19\u9069\u5408\u4ec0\u9ebc\u985e\u578b\u7684\u4ea4\u6613\u8005\u4f7f\u7528\uff1f**
\nA1: ADX Echo \u6307\u6a19\u9069\u5408\u6240\u6709\u985e\u578b\u7684\u4ea4\u6613\u8005\uff0c\u7121\u8ad6\u662f\u77ed\u7dda\u4ea4\u6613\u8005\u9084\u662f\u9577\u671f\u6295\u8cc7\u8005\uff0c\u90fd\u53ef\u4ee5\u5229\u7528\u6b64\u6307\u6a19\u8a55\u4f30\u5e02\u5834\u8da8\u52e2\u3002<\/p>\n

**Q2: \u5982\u4f55\u63d0\u9ad8 ADX Echo \u6307\u6a19\u7684\u6e96\u78ba\u6027\uff1f**
\nA2: \u4f60\u53ef\u4ee5\u5c07 ADX Echo \u8207\u5176\u4ed6\u6280\u8853\u6307\u6a19\uff08\u5982 MACD \u6216 RSI\uff09\u7d50\u5408\u4f7f\u7528\uff0c\u4ee5\u63d0\u9ad8\u4ea4\u6613\u6c7a\u7b56\u7684\u6e96\u78ba\u6027\u3002<\/p>\n

**Q3: ADX Echo \u6307\u6a19\u662f\u5426\u9069\u7528\u65bc\u6240\u6709\u5e02\u5834\uff1f**
\nA3: \u662f\u7684\uff0cADX Echo \u6307\u6a19\u53ef\u4ee5\u61c9\u7528\u65bc\u5404\u7a2e\u5e02\u5834\uff0c\u5305\u62ec\u80a1\u7968\u3001\u5916\u532f\u548c\u52a0\u5bc6\u8ca8\u5e63\u7b49\uff0c\u4f46\u5728\u4e0d\u540c\u5e02\u5834\u4e2d\u53ef\u80fd\u9700\u8981\u8abf\u6574\u53c3\u6578\u3002<\/p>\n

—<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6458\u8981\uff1aADXEcho\u662f\u4e00\u7a2e\u57fa\u65bc\u5e73\u5747\u8da8\u5411\u6307\u6578\u7684\u4ea4\u6613\u6307\u6a19\uff0c\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5206\u6790\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u63d0\u4f9b\u66f4\u6709\u6548\u7684\u4ea4\u6613\u7b56\u7565\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u4f7f\u7528Python\u4e2d\u7684ADXEcho\u6307\u6a19\uff0c\u4ee5\u53ca\u5982\u4f55\u5229\u7528\u5b83\u4f86\u63d0\u9ad8\u4ea4\u6613\u6280\u5de7\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-6244","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\/pcFK27-1CI","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6244","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=6244"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6244\/revisions"}],"predecessor-version":[{"id":12741,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6244\/revisions\/12741"}],"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=6244"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6244"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6244"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}