{"id":4987,"date":"2026-09-30T07:45:00","date_gmt":"2026-09-29T23:45:00","guid":{"rendered":"https:\/\/laoyulaoyu.com\/?p=4987"},"modified":"2026-09-21T17:46:08","modified_gmt":"2026-09-21T09:46:08","slug":"%e5%a0%865%e4%b8%aak%e7%ba%bf%e6%8c%87%e6%a0%87%ef%bc%8c%e4%b8%8d%e5%a6%821%e5%bc%a0%e7%9b%b4%e6%96%b9%e5%9b%be%e8%af%9a%e5%ae%9e%ef%bd%9c3%e5%8f%aa%e7%a5%a83%e4%b8%aa%e6%9c%88%ef%bc%8c%e4%bd%8d","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2026\/09\/30\/%e5%a0%865%e4%b8%aak%e7%ba%bf%e6%8c%87%e6%a0%87%ef%bc%8c%e4%b8%8d%e5%a6%821%e5%bc%a0%e7%9b%b4%e6%96%b9%e5%9b%be%e8%af%9a%e5%ae%9e%ef%bd%9c3%e5%8f%aa%e7%a5%a83%e4%b8%aa%e6%9c%88%ef%bc%8c%e4%bd%8d\/","title":{"rendered":"\u58065\u4e2aK\u7ebf\u6307\u6807\uff0c\u4e0d\u59821\u5f20\u76f4\u65b9\u56fe\u8bda\u5b9e\uff5c3\u53ea\u79683\u4e2a\u6708\uff0c\u4f4d\u7f6e\u611f\u53d8\u6570\u5b57"},"content":{"rendered":"\n

\u4f5c \u8005\uff1a\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n

\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n

\u6587\u4e2d\u793a\u4f8b\u4ec5\u7528\u4e8e\u6280\u672f\u8ba8\u8bba\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u64cd\u4f5c\u5efa\u8bae\u3002
\u91cf\u5316\u7b56\u7565\u5f00\u53d1\u5e94\u4ee5\u5b66\u4e60\u548c\u6280\u672f\u4ea4\u6d41\u4e3a\u76ee\u7684\u3002
\u672c\u53f7\u4e0d\u8350\u80a1\u3001\u4e0d\u5356\u8bfe\u3001\u4e0d\u627f\u8bfa\u6536\u76ca\u3002
\u5e02\u573a\u6709\u98ce\u9669\uff0c\u8bf7\u5408\u6cd5\u5408\u89c4\u6295\u8d44\u3002<\/p>\n<\/blockquote>\n\n\n\n

\u672c\u6587\u7ea6 3800 \u5b57\uff08\u542b\u4ee3\u7801\uff09 | \u9884\u8ba1\u9605\u8bfb 9 \u5206\u949f<\/p>\n\n\n\n

\u00b7 \u00b7 \u00b7<\/p>\n\n\n\n

\u6253\u5f00\u4ea4\u6613\u8f6f\u4ef6\uff0c\u628a\u4e00\u53ea\u7968\u8fd1\u4e09\u4e2a\u6708\u7684\u65e5K\u62c9\u51fa\u6765\uff0c\u73b0\u5728\u7b97\u9ad8\u7b97\u4f4e\uff0c\u770b\u4e00\u773c\u5fc3\u91cc\u5c31\u6709\u6570\u4e86\u3002\u8fd9\u4e00\u773c\u786e\u5b9e\u6709\u7528\u3002<\/p>\n\n\n\n

\u4f46\u5982\u679c\u4f60\u60f3\u628a\u8fd9\u4efd\u4f4d\u7f6e\u611f\u7528\u8d77\u6765\uff0c\u5f88\u5feb\u4f1a\u78b0\u5230\u4e09\u4e2a\u574e\u3002<\/p>\n\n\n\n

\u7b2c\u4e00\uff0c\u5929\u6570\u6570\u4e0d\u51fa\u6765\u3002\u56fe\u4e0a\u90a3\u6761\u7ebf\u5728\u67d0\u4e2a\u533a\u95f4\u6765\u56de\u6643\u4e86\u591a\u5c11\u5929\uff0c\u8089\u773c\u53ea\u80fd\u7ed9\u4e2a\u5927\u6982\uff0c\u7ed9\u4e0d\u51fa\u51c6\u6570\u3002<\/p>\n\n\n\n

\u7b2c\u4e8c\uff0c\u8bf4\u4e0d\u51fa\u6570\u5b57\u3002\u4f60\u6ca1\u6cd5\u5728\u7b5b\u9009\u6761\u4ef6\u91cc\u5199\u300c\u4f4d\u7f6e\u504f\u9ad8\u4e00\u70b9\u300d\uff0c\u7a0b\u5e8f\u542c\u4e0d\u61c2\u3002\u4f4d\u7f6e\u611f\u8981\u80fd\u5199\u8fdb\u4ee3\u7801\uff0c\u5148\u5f97\u53d8\u6210\u4e00\u4e2a\u6570\u3002<\/p>\n\n\n\n

\u7b2c\u4e09\uff0c\u6ca1\u6cd5\u6279\u91cf\u3002\u76ef\u4e00\u53ea\u7968\u53ef\u4ee5\u770b\u56fe\uff0c\u53ef\u8981\u662f\u60f3\u626b\u4e00\u904d\u81ea\u9009\u80a1\uff0c\u751a\u81f3\u5168\u5e02\u573a\u51e0\u5343\u53ea\uff0c\u603b\u4e0d\u80fd\u4e00\u5f20\u56fe\u4e00\u5f20\u56fe\u7ffb\u8fc7\u53bb\u3002<\/p>\n\n\n\n

\u8fd9\u4e09\u4e2a\u574e\uff0c\u7528\u540c\u4e00\u4e2a\u7b28\u529e\u6cd5\u4e00\u8d77\u8fc8\u8fc7\u53bb\u3002\u5468\u672b\u6211\u5199\u4e86\u4e2a\u5c0f\u811a\u672c\uff0c\u628a\u4e09\u53ea\u719f\u6089\u7684\u7968\u7684\u6536\u76d8\u4ef7\u91cd\u65b0\u6570\u4e86\u4e00\u904d\uff0c\u65b9\u6cd5\u7b80\u5355\u5230\u4e0d\u597d\u610f\u601d\u5199\uff0c\u6570\u51fa\u6765\u7684\u4e1c\u897f\u5374\u80fd\u76f4\u63a5\u63a5\u8fdb\u91cf\u5316\u7cfb\u7edf\u3002\u8fd9\u7bc7\u628a\u6570\u6cd5\u548c\u7ed3\u679c\u4e00\u8d77\u4ea4\u51fa\u6765\u3002<\/p>\n\n\n\n

\u4e8c\u300163 \u5929\u6536\u76d8\u4ef7\uff0c\u91cd\u65b0\u6570\u4e00\u904d<\/strong><\/h2>\n\n\n\n

\u4e09\u53ea\u7968\u5927\u5bb6\u719f\uff0c\u5b81\u5fb7\u65f6\u4ee3\u3001\u8d35\u5dde\u8305\u53f0\u3001\u4e2d\u9645\u65ed\u521b\u3002\u53d6 2026 \u5e74 6 \u6708 24 \u65e5\u5230 9 \u6708 18 \u65e5\uff0c63 \u4e2a\u4ea4\u6613\u65e5\u7684\u65e5\u6536\u76d8\u4ef7\uff0c\u524d\u590d\u6743\uff08\u628a\u5206\u7ea2\u9664\u6743\u9020\u6210\u7684\u4ef7\u683c\u65ad\u5c42\u62b9\u5e73\uff0c\u4e09\u4e2a\u6708\u524d\u7684\u4ef7\u683c\u548c\u4eca\u5929\u624d\u53ef\u6bd4\uff09\uff0c\u6570\u636e\u8d70\u65b0\u6d6a\u8d22\u7ecf\u7684\u65e5\u7ebf\u63a5\u53e3\u3002<\/p>\n\n\n\n

\"\"
\u56fe1 \u4e09\u53ea\u7968\u8fd13\u4e2a\u6708\u8d70\u52bf\u603b\u89c8\uff08\u524d\u590d\u6743\uff09<\/figcaption><\/figure>\n\n\n\n

\u6570\u6cd5\u53ea\u6709\u4e09\u6b65\u3002\u7b2c\u4e00\u6b65\u7b97\u7edf\u8ba1\u91cf\uff0c\u5747\u503c\u3001\u4e2d\u4f4d\u6570\u3001\u6700\u9ad8\u6700\u4f4e\u3002\u7b2c\u4e8c\u6b65\u628a\u4e09\u4e2a\u6708\u7684\u4ef7\u683c\u8303\u56f4\u5207\u6210\u4e94\u4e2a\u7b49\u5bbd\u7684\u6bb5\uff0c\u6570\u6bcf\u5929\u6536\u76d8\u4ef7\u843d\u5728\u54ea\u4e00\u6bb5\uff0c\u7b97\u5360\u6bd4\u3002\u7b2c\u4e09\u6b65\u753b\u76f4\u65b9\u56fe\uff0c\u5747\u503c\u548c\u4e2d\u4f4d\u6570\u5404\u753b\u4e00\u6761\u7ad6\u7ebf\u3002<\/p>\n\n\n\n

\u6ca1\u6709\u53c2\u6570\u8981\u8c03\uff0c\u5168\u7a0b\u5c31\u662f\u8ba1\u6570\uff0cpandas \u5341\u51e0\u884c\u4ee3\u7801\u7684\u4e8b\u3002\u4e0b\u9762\u4e09\u5f20\u5206\u5e03\u56fe\uff0c\u4e00\u53ea\u7968\u4e00\u4e2a\u5f62\u72b6\u3002<\/p>\n\n\n\n

\u4e09\u3001\u65b9\u6cd5\u4e00\u53e5\u8bdd\uff0c\u628a\u65f6\u95f4\u8f74\u6254\u6389<\/strong><\/h2>\n\n\n\n

K\u7ebf\u56de\u7b54\u7684\u95ee\u9898\u662f\u4ef7\u683c\u4ec0\u4e48\u65f6\u5019\u8d70\u5230\u8fd9\u91cc\u3002\u76f4\u65b9\u56fe\u628a\u65f6\u95f4\u8f74\u76f4\u63a5\u6254\u6389\uff0c\u53ea\u95ee\u53e6\u4e00\u4ef6\u4e8b\uff0c\u8fd9 63 \u5929\u91cc\uff0c\u6536\u76d8\u4ef7\u843d\u5728\u6bcf\u4e00\u6bb5\u7684\u5929\u6570\u5404\u6709\u591a\u5c11\u3002<\/p>\n\n\n\n

\u628a 63 \u4e2a\u6536\u76d8\u4ef7\u60f3\u6210 63 \u4e2a\u5305\u88f9\uff0c\u6309\u697c\u5c42\u5206\u5806\u3002\u54ea\u4e00\u5c42\u5806\u5f97\u6700\u591a\uff0c\u5e02\u573a\u5c31\u5728\u90a3\u4e00\u5c42\u53cd\u590d\u505c\u7559\uff0c\u4e70\u5bb6\u5356\u5bb6\u5728\u90a3\u91cc\u8fbe\u6210\u8fc7\u5927\u91cf\u5171\u8bc6\u3002\u54ea\u4e00\u5c42\u57fa\u672c\u662f\u7a7a\u7684\uff0c\u4ef7\u683c\u8def\u8fc7\u65f6\u5c31\u6ca1\u6253\u7b97\u505c\u3002<\/p>\n\n\n\n

\u9ad8\u6bb5\u662f\u5e02\u573a\u53cd\u590d\u4f4f\u8fc7\u7684\u697c\u5c42\uff0c\u4ef7\u683c\u4e00\u6b21\u6b21\u56de\u53bb\u53c8\u88ab\u63a5\u4f4f\u3002\u7a7a\u6bb5\u662f\u5feb\u901f\u901a\u8fc7\u7684\u8d70\u5eca\u3002\u4e24\u5768\u5bc6\u96c6\u533a\u4e2d\u95f4\u5939\u7740\u4e00\u6bb5\u7a7a\u767d\uff0c\u591a\u534a\u662f\u4ef7\u683c\u4ece\u65e7\u533a\u95f4\u642c\u8fdb\u65b0\u533a\u95f4\u7559\u4e0b\u7684\u811a\u5370\u3002<\/p>\n\n\n\n

\u6240\u6709\u7ed3\u8bba\u90fd\u6765\u81ea\u8fd9\u53ea\u7968\u81ea\u5df1\u6700\u8fd1 63 \u5929\u7684\u6210\u4ea4\u8bb0\u5f55\uff0c\u6ca1\u6709\u4efb\u4f55\u62df\u5408\u53c2\u6570\u3002<\/p>\n\n\n\n

\u56db\u3001\u8305\u53f0\uff0c\u4e00\u6761\u7a7a\u8d70\u5eca<\/strong><\/h2>\n\n\n\n

\u5148\u770b\u8305\u53f0\u7684\u4e94\u6bb5\u8868\u3002<\/p>\n\n\n\n

\u4ef7\u683c\u533a\u95f4\uff08\u5143\uff09<\/th>\u5929\u6570<\/th>\u5360\u6bd4<\/th><\/tr>
1168 – 1207<\/td>13<\/td>20.63%<\/td><\/tr>
1207 – 1246<\/td>2<\/strong><\/td>3.17%<\/strong><\/td><\/tr>
1246 – 1285<\/td>10<\/td>15.87%<\/td><\/tr>
1285 – 1323<\/td>27<\/td>42.86%<\/td><\/tr>
1323 – 1362<\/td>11<\/td>17.46%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u6700\u624e\u773c\u7684\u662f\u7b2c\u4e8c\u884c\u30021207 \u5230 1246 \u8fd9 39 \u5757\u7684\u8d70\u5eca\uff0c63 \u5929\u53ea\u505c\u8fc7 2 \u5929\uff0c\u4e24\u4fa7\u5374\u4e00\u8fb9\u5806\u7740 13 \u5929\uff0c\u4e00\u8fb9\u5806\u7740 10 \u5929\u3002\u4ef7\u683c\u4e24\u6b21\u7a7f\u8fc7\u8d70\u5eca\uff0c\u90fd\u6ca1\u505c\u3002<\/p>\n\n\n\n

\"\"
\u56fe2 \u8d35\u5dde\u8305\u53f0\u6536\u76d8\u4ef7\u5206\u5e03\uff08\u8fd13\u4e2a\u6708\uff09<\/figcaption><\/figure>\n\n\n\n

\u5747\u503c 1277.68\uff0c\u4e2d\u4f4d\u6570 1293.09\uff0c\u5dee\u4e86 15 \u5757\u3002\u5dee\u503c\u671d\u4e0b\uff0c\u8bf4\u660e\u5206\u5e03\u88ab\u5de6\u4fa7\u7684\u4f4e\u4ef7\u65e5\u62d6\u4e86\u5c3e\u5df4\uff0c\u8d85\u8fc7\u4e00\u534a\u7684\u65e5\u5b50\u5176\u5b9e\u505c\u5728\u66f4\u9ad8\u7684\u4f4d\u7f6e\u3002<\/p>\n\n\n\n

\u518d\u770b 1285 \u5230 1323 \u90a3\u4e00\u6bb5\uff0c27 \u5929\uff0c\u5360 42.86%\u3002\u8305\u53f0\u8fd9\u4e2a\u5b63\u5ea6\u5c06\u8fd1\u4e00\u534a\u7684\u65f6\u95f4\u5c31\u5f85\u5728\u8fd9 39 \u5757\u91cc\u30029 \u6708 18 \u65e5\u6536\u76d8 1257.12\uff0c\u6070\u597d\u843d\u56de\u90a3\u6761\u7a7a\u8d70\u5eca\u3002\u8d70\u5eca\u76ee\u524d\u662f\u7a7a\u7684\uff0c\u5e02\u573a\u63a5\u4e0b\u6765\u8981\u51b3\u5b9a\u7684\u662f\u628a\u5b83\u5f53\u6210\u8def\u8fc7\u7684\u4e00\u5c42\uff0c\u8fd8\u662f\u91cd\u65b0\u4f4f\u4e0b\u6765\u3002<\/p>\n\n\n\n

\u4e94\u3001\u5b81\u5fb7\uff0c\u5bc6\u96c6\u533a\u60ac\u5728\u5934\u9876<\/strong><\/h2>\n\n\n\n
\u4ef7\u683c\u533a\u95f4\uff08\u5143\uff09<\/th>\u5929\u6570<\/th>\u5360\u6bd4<\/th><\/tr>
302 – 322<\/td>4<\/td>6.35%<\/td><\/tr>
322 – 343<\/td>5<\/td>7.94%<\/td><\/tr>
343 – 363<\/td>10<\/td>15.87%<\/td><\/tr>
363 – 383<\/td>18<\/td>28.57%<\/td><\/tr>
383 – 404<\/td>26<\/strong><\/td>41.27%<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u5f62\u72b6\u548c\u8305\u53f0\u76f8\u53cd\u3002\u6700\u4e0a\u9762\u4e24\u6bb5\u52a0\u8d77\u6765 44 \u5929\uff0c\u5360 69.84%<\/strong>\uff0c\u8fd9\u53ea\u7968\u4e09\u5b63\u5ea6\u5927\u90e8\u5206\u65f6\u95f4\u5728 363 \u5230 404 \u4e4b\u95f4\u6d3b\u52a8\uff0c\u91cd\u5fc3\u4e00\u8def\u5411\u4e0a\u3002<\/p>\n\n\n\n

\"\"
\u56fe3 \u5b81\u5fb7\u65f6\u4ee3\u6536\u76d8\u4ef7\u5206\u5e03\uff08\u8fd13\u4e2a\u6708\uff09<\/figcaption><\/figure>\n\n\n\n

\u7136\u540e\u662f\u6700\u8fd1\u7684\u73b0\u5b9e\u30029 \u6708 18 \u65e5\u6536\u76d8 301.95<\/strong>\uff0c\u6b63\u597d\u662f\u8fd9 63 \u5929\u7684\u6700\u4f4e\u4ef7\uff0c\u4e24\u4e2a\u6708\u91cc\u4ef7\u683c\u628a\u6574\u4e2a\u5bc6\u96c6\u533a\u4ece\u5934\u7a7f\u5230\u4e86\u811a\u3002<\/p>\n\n\n\n

\u8fd9\u6b63\u662f\u76f4\u65b9\u56fe\u6700\u8bda\u5b9e\u7684\u5730\u65b9\u3002363 \u5230 404 \u7684\u6bcf\u4e00\u6bb5\uff0c\u90fd\u5806\u7740\u5927\u91cf\u6210\u4ea4\u8fc7\u7684\u65e5\u5b50\uff0c\u5e02\u573a\u5728\u90a3\u51e0\u5c42\u697c\u53cd\u590d\u4f4f\u8fc7\u3002\u73b0\u5728\u4ef7\u683c\u7ad9\u5728\u697c\u5e95\u5f80\u4e0a\u770b\uff0c\u90a3\u4e9b\u697c\u5c42\u4f1a\u4e0d\u4f1a\u53d8\u6210\u4e0a\u884c\u7684\u963b\u529b\uff0c\u76f4\u65b9\u56fe\u4e0d\u56de\u7b54\uff0c\u5b83\u53ea\u628a\u697c\u5c42\u6570\u6e05\u695a\uff0c\u5269\u4e0b\u7684\u4ea4\u7ed9\u5e02\u573a\u3002<\/p>\n\n\n\n

\u516d\u3001\u65ed\u521b\uff0c\u91cd\u5fc3\u538b\u5728\u697c\u5e95<\/strong><\/h2>\n\n\n\n
\u4ef7\u683c\u533a\u95f4\uff08\u5143\uff09<\/th>\u5929\u6570<\/th>\u5360\u6bd4<\/th><\/tr>
812 – 915<\/td>26<\/strong><\/td>41.27%<\/strong><\/td><\/tr>
915 – 1017<\/td>14<\/td>22.22%<\/td><\/tr>
1017 – 1119<\/td>10<\/td>15.87%<\/td><\/tr>
1119 – 1221<\/td>8<\/td>12.70%<\/td><\/tr>
1221 – 1323<\/td>5<\/td>7.94%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4e00\u6839\u6807\u51c6\u7684\u4e0b\u884c\u697c\u68af\uff0c\u9010\u7ea7\u9012\u51cf\uff0c\u4e00\u6bb5\u7a7a\u767d\u90fd\u6ca1\u6709\u300241.27%<\/strong> \u7684\u65e5\u5b50\u6324\u5728\u6700\u4f4e\u4e00\u6bb5\uff0c\u51b2\u5f97\u8d8a\u9ad8\uff0c\u505c\u7559\u7684\u5929\u6570\u8d8a\u5c11\u3002\u6807\u51c6\u5dee 136.68\uff08\u8861\u91cf\u6ce2\u52a8\u7684\u5267\u70c8\u7a0b\u5ea6\uff09\uff0c\u662f\u5b81\u5fb7 25.41 \u7684\u4e94\u500d\u591a\uff0c\u8fd9\u4e09\u4e2a\u6708\u4e09\u53ea\u7968\u91cc\u5b83\u6700\u95f9\u817e\u3002<\/p>\n\n\n\n

\"\"
\u56fe4 \u4e2d\u9645\u65ed\u521b\u6536\u76d8\u4ef7\u5206\u5e03\uff08\u8fd13\u4e2a\u6708\uff09<\/figcaption><\/figure>\n\n\n\n

\u5747\u503c 992.65\uff0c\u4e2d\u4f4d\u6570 943.00\uff0c\u8fd9\u6b21\u53cd\u4e86\u8fc7\u6765\uff0c\u5747\u503c\u9ad8\u51fa 50 \u5757\u3002\u5c11\u6570\u51b2\u9ad8\u7684\u65e5\u5b50\u628a\u5747\u503c\u62fd\u4e0a\u53bb\uff0c\u5927\u591a\u6570\u65e5\u5b50\u5176\u5b9e\u6d3b\u5728\u4f4e\u4f4d\u3002<\/p>\n\n\n\n

9 \u6708 18 \u65e5\u6536 926.43\uff0c\u53c8\u56de\u5230\u6700\u4f4e\u5bc6\u96c6\u533a\u7684\u4e0a\u6cbf\u3002\u697c\u68af\u5f62\u72b6\u7684\u542b\u4e49\u5f88\u76f4\u63a5\uff0c\u5e02\u573a\u6bcf\u6b21\u5411\u4e0a\u51b2\u90fd\u6ca1\u80fd\u505c\u4f4f\uff0c\u4e0a\u9762\u7684\u7a00\u758f\u533a\u6210\u4e86\u4e00\u9053\u63a5\u4e00\u9053\u7684\u8003\u9898\u3002<\/p>\n\n\n\n

\u4e03\u3001\u4e09\u79cd\u5f62\u72b6\uff0c\u5bf9\u7167\u7740\u770b<\/strong><\/h2>\n\n\n\n
\u5f62\u72b6<\/th>\u6837\u672c<\/th>\u8bfb\u6cd5<\/th><\/tr>
\u7a7a\u767d\u8d70\u5eca<\/td>\u8305\u53f0 1207 \u5230 1246 \u53ea\u505c 2 \u5929<\/td>\u4ef7\u683c\u642c\u5bb6\u7684\u811a\u5370\uff0c\u65e7\u533a\u548c\u65b0\u533a\u5404\u81ea\u6210\u7acb<\/td><\/tr>
\u91cd\u5fc3\u5728\u9876<\/td>\u5b81\u5fb7\u4e0a\u4e24\u6bb5\u5360 69.84%<\/td>\u5934\u9876\u5168\u662f\u4f4f\u8fc7\u4eba\u7684\u697c\u5c42<\/td><\/tr>
\u4e0b\u884c\u697c\u68af<\/td>\u65ed\u521b\u9010\u7ea7\u9012\u51cf<\/td>\u8d8a\u5f80\u4e0a\u8d8a\u7ad9\u4e0d\u4f4f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u5f62\u72b6\u6bd4\u5355\u4e2a\u6570\u5b57\u6709\u4fe1\u606f\u91cf\u3002\u5747\u503c\u548c\u4e2d\u4f4d\u6570\u7684\u5dee\u544a\u8bc9\u4f60\u5206\u5e03\u671d\u54ea\u8fb9\u6b6a\uff0c\u7a7a\u767d\u6bb5\u544a\u8bc9\u4f60\u4ef7\u683c\u4ece\u54ea\u642c\u6765\uff0c\u5bc6\u96c6\u6bb5\u544a\u8bc9\u4f60\u5e02\u573a\u5728\u54ea\u5b9e\u6253\u5b9e\u9a7b\u624e\u8fc7\u3002<\/p>\n\n\n\n

\u516b\u3001\u5b83\u4e0d\u7075\u7684\u5730\u65b9<\/strong><\/h2>\n\n\n\n

\u8fd9\u65b9\u6cd5\u4e5f\u6709\u8fb9\u754c\u3002<\/p>\n\n\n\n

\u5b83\u53ea\u770b\u6536\u76d8\u4ef7\uff0c\u76d8\u4e2d\u6253\u51fa\u7684\u9ad8\u4f4e\u70b9\u4e00\u5f8b\u4e0d\u7b97\uff0c\u5f71\u7ebf\u91cc\u7684\u6545\u4e8b\u88ab\u6574\u4e2a\u6254\u6389\u4e86\u3002<\/p>\n\n\n\n

\u5207\u6bb5\u7684\u65b9\u5f0f\u662f\u4eba\u4e3a\u5b9a\u7684\uff0c\u4e94\u6bb5\u662f\u60ef\u4f8b\uff0c\u5207\u6210\u516b\u6bb5\u6570\u5b57\u4f1a\u8ddf\u7740\u53d8\uff0c\u8305\u53f0\u90a3\u6761\u8d70\u5eca\u4e5f\u672a\u5fc5\u6c38\u8fdc\u7a7a\u7740\u3002<\/p>\n\n\n\n

\u5b83\u6ede\u540e\u300263 \u5929\u7684\u7a97\u53e3\uff0c\u4ef7\u683c\u642c\u5b8c\u5bb6\uff0c\u5206\u5e03\u8981\u597d\u51e0\u4e2a\u661f\u671f\u624d\u6162\u6162\u8ffd\u4e0a\u3002<\/p>\n\n\n\n

\u6700\u91cd\u8981\u7684\u4e00\u6761\uff0c\u5b83\u4e0d\u731c\u65b9\u5411\u3002\u7a7a\u8d70\u5eca\u53ef\u4ee5\u53d8\u6210\u65b0\u9a7b\u624e\u5730\uff0c\u4e5f\u53ef\u80fd\u53ea\u662f\u8def\u8fc7\u3002\u76f4\u65b9\u56fe\u63d0\u4f9b\u7684\u662f\u4f4d\u7f6e\u611f\uff0c\u65b9\u5411\u662f\u53e6\u4e00\u56de\u4e8b\u3002\u6307\u6807\u540c\u6837\u4e0d\u731c\u65b9\u5411\uff0c\u533a\u522b\u5728\u4e8e\u76f4\u65b9\u56fe\u628a\u5047\u8bbe\u538b\u7f29\u5230\u4e86\u6700\u5c11\uff0c\u6ca1\u6709\u4fe1\u53f7\u7ebf\u8981\u89e3\u91ca\uff0c\u53ea\u6709\u6570\u51fa\u6765\u7684\u5929\u6570\u3002<\/p>\n\n\n\n

\u4e5d\u3001\u628a\u4f4d\u7f6e\u611f\u53d8\u6210\u4e00\u4e2a\u6570\u5b57\uff0c\u63a5\u8fdb\u4f60\u81ea\u5df1\u7684\u7cfb\u7edf<\/strong><\/h2>\n\n\n\n

\u5f62\u72b6\u80fd\u770b\u61c2\uff0c\u8fd8\u5dee\u6700\u540e\u4e00\u6b65\uff0c\u8ba9\u5b83\u53d8\u6210\u7a0b\u5e8f\u80fd\u7528\u7684\u6570\u3002<\/p>\n\n\n\n

\u6211\u5e38\u7528\u7684\u662f\u4e00\u4e2a\u53eb\u4f4d\u7f6e\u5206<\/strong>\u7684\u6307\u6807\uff0c\u5b9a\u4e49\u5f88\u7b80\u5355\uff0c\u8fc7\u53bb 63 \u5929\u91cc\uff0c\u6536\u76d8\u4ef7\u4f4e\u4e8e\u4eca\u5929\u7684\u5929\u6570\u5360\u6bd4\u3002\u5b81\u5fb7\u7684\u4f4d\u7f6e\u5206\u662f 0.0%<\/strong>\uff0c63 \u5929\u91cc\u6ca1\u6709\u4e00\u5929\u6536\u5f97\u6bd4 301.95 \u66f4\u4f4e\uff0c\u5b83\u6b63\u8e29\u5728\u81ea\u5bb6\u4e09\u4e2a\u6708\u7684\u5730\u677f\u4e0a\u3002\u8305\u53f0 27.0%<\/strong>\uff0c\u4f4d\u7f6e\u504f\u4f4e\u3002\u65ed\u521b 47.6%<\/strong>\uff0c\u4e0d\u4e0a\u4e0d\u4e0b\u3002<\/p>\n\n\n\n

\u8fd9\u4e2a\u6570\u7684\u597d\u5904\u662f\u80fd\u63a5\u8fdb\u6d41\u7a0b\u3002\u5199\u6210\u4e00\u4e2a\u51fd\u6570\uff0c\u6302\u5230\u6bcf\u65e5\u6536\u76d8\u540e\u7684\u626b\u63cf\u811a\u672c\u91cc\uff0c\u51e0\u5343\u53ea\u7968\u51e0\u5206\u949f\u8dd1\u5b8c\uff0c\u4f4d\u7f6e\u5206\u4f4e\u4e8e 10% \u7684\u81ea\u52a8\u8fdb\u5019\u9009\u6e05\u5355\uff0c\u518d\u9010\u53ea\u770b\u56fe\u505a\u5224\u65ad\u3002\u770b\u56fe\u8fd9\u4e00\u6b65\u6ca1\u4eba\u7701\u5f97\u6389\uff0c\u7701\u4e0b\u6765\u7684\u662f\u7ffb\u56fe\u7684\u529f\u592b\u3002<\/p>\n\n\n\n

\u5b83\u5f53\u7136\u53ea\u662f\u4e2a\u8fc7\u6ee4\u5668\u3002\u4f4d\u7f6e\u5206\u4f4e\u53ea\u8bf4\u660e\u4ef7\u683c\u8e29\u5728\u81ea\u5bb6\u5730\u677f\u4e0a\uff0c\u5730\u677f\u4f1a\u4e0d\u4f1a\u7ee7\u7eed\u584c\uff0c\u5b83\u4e0d\u56de\u7b54\u3002\u522b\u8ba9\u4efb\u4f55\u4e00\u4e2a\u5355\u4e00\u6570\u5b57\u66ff\u4f60\u505a\u51b3\u5b9a\u3002<\/p>\n\n\n\n

\u5341\u3001\u4f60\u81ea\u5df1\u8dd1\u4e00\u904d<\/strong><\/h2>\n\n\n\n

\u53d6\u6570\u4e00\u884c\u63a5\u53e3\u8c03\u7528\u3002<\/p>\n\n\n\n

\u2460 \u53d6\u6570\uff0c\u65b0\u6d6a\u65e5\u7ebf\u524d\u590d\u6743<\/p>\n\n\n\n

import akshare as ak\nimport pandas as pd\n\ndf = ak.stock_zh_a_daily(symbol=\"sh600519\", adjust=\"qfq\")\ndf[\"date\"] = pd.to_datetime(df[\"date\"])\nclose = df[[\"date\", \"close\"]].dropna().tail(63)[\"close\"]<\/code><\/pre>\n\n\n\n
\u7edf\u8ba1\u91cf\u52a0\u4e94\u6bb5\u8868\uff0c\u9760\u7684\u5c31\u662f pd.cut \u8fd9\u4e00\u884c\uff0c\u4f5c\u7528\u662f\u628a\u8fde\u7eed\u7684\u4ef7\u683c\u5207\u6210\u4e00\u6bb5\u4e00\u6bb5\u3002<\/p>\n\n\n\n
\u2461 \u7edf\u8ba1\u91cf\u52a0\u4e94\u6bb5\u8868<\/p>\n\n\n\n
stats = {\n    \"\u5747\u4ef7\": round(close.mean(), 2),\n    \"\u4e2d\u4f4d\u6570\": round(close.median(), 2),\n    \"\u6700\u4f4e\": round(close.min(), 2),\n    \"\u6700\u9ad8\": round(close.max(), 2),\n}\n\nbins = pd.cut(close, bins=5)   # \u4ef7\u683c\u8303\u56f4\u5207\u6210\u7b49\u5bbd\u4e94\u6bb5\ndays = close.groupby(bins, observed=False).count()\nprint((days \/ len(close) * 100).round(2))<\/code><\/pre>\n\n\n\n
\u4f4d\u7f6e\u5206\u4e00\u884c\u5c31\u591f\u3002<\/p>\n\n\n\n
\u2462 \u4f4d\u7f6e\u5206<\/p>\n\n\n\n
latest = close.iloc[-1]\npos = (close < latest).mean()   # \u6536\u5f97\u6bd4\u4eca\u5929\u4f4e\u7684\u5929\u6570\u5360\u6bd4\nprint(\"\u4f4d\u7f6e\u5206\", round(pos * 100, 1))<\/code><\/pre>\n\n\n\n
\u76f4\u65b9\u56fe\u52a0\u4e24\u6761\u7ad6\u7ebf\uff0c\u4e00\u773c\u5206\u6e05\u5747\u503c\u548c\u4e2d\u4f4d\u6570\u8c01\u9ad8\u8c01\u4f4e\u3002<\/p>\n\n\n\n
\u2463 \u76f4\u65b9\u56fe\u52a0\u5747\u503c\u4e2d\u4f4d\u7ebf<\/p>\n\n\n\n
import matplotlib.pyplot as plt\n\nplt.hist(close, bins=20, color=\"#0984e3\", edgecolor=\"black\", alpha=0.65)\nplt.axvline(close.mean(), color=\"red\", linestyle=\"dashed\", label=\"\u5747\u503c\")\nplt.axvline(close.median(), color=\"darkorange\", label=\"\u4e2d\u4f4d\u6570\")\nplt.legend()\nplt.show()<\/code><\/pre>\n\n\n\n
\u4ee5\u4e0a\u6570\u6cd5\u88c5\u4e0a\u5c31\u80fd\u7528\uff0c\u5f80\u4e0b\u662f\u53ef\u76f4\u63a5\u8fd0\u884c\u7684\u5b8c\u6574\u811a\u672c<\/p>\n\n\n\n
\u628a SYMBOL \u6362\u6210\u4efb\u4f55\u4e00\u53ea A \u80a1\uff0c\u5176\u4f59\u4e0d\u7528\u52a8\u3002<\/p>\n\n\n\n
\u2464 \u5b8c\u6574\u811a\u672c<\/p>\n\n\n\n
# \u4ef7\u683c\u5206\u5e03\u76f4\u65b9\u56fe + \u4f4d\u7f6e\u5206\uff0c\u6362 SYMBOL \u5373\u53ef\u590d\u7528\nimport akshare as ak\nimport matplotlib.pyplot as plt\nimport pandas as pd\n\nSYMBOL = \"sh600519\"   # \u4efb\u610fA\u80a1\uff0c6\u5f00\u5934\u52a0sh\uff0c0\u62163\u5f00\u5934\u52a0sz\nDAYS = 63             # \u4e00\u4e2a\u5b63\u5ea6\u7684\u4ea4\u6613\u65e5\n\ndf = ak.stock_zh_a_daily(symbol=SYMBOL, adjust=\"qfq\")\ndf[\"date\"] = pd.to_datetime(df[\"date\"])\nclose = df[[\"date\", \"close\"]].dropna().tail(DAYS)[\"close\"]\n\nprint(\"\u5747\u4ef7\", round(close.mean(), 2), \"\u4e2d\u4f4d\u6570\", round(close.median(), 2))\nprint(\"\u6700\u4f4e\", round(close.min(), 2), \"\u6700\u9ad8\", round(close.max(), 2))\n\nbins = pd.cut(close, bins=5)\ndays = close.groupby(bins, observed=False).count()\nfor rng, n in days.items():\n    print(f\"{rng.left:.2f} - {rng.right:.2f}  {n}\u5929  {n \/ len(close) * 100:.2f}%\")\n\nlatest = close.iloc[-1]\npos = (close < latest).mean()         # \u4f4d\u7f6e\u5206\uff0c\u6536\u5f97\u6bd4\u4eca\u5929\u4f4e\u7684\u5929\u6570\u5360\u6bd4\nprint(\"\u4f4d\u7f6e\u5206\", round(pos * 100, 1))\n\nplt.hist(close, bins=20, color=\"#0984e3\", edgecolor=\"black\", alpha=0.65)\nplt.axvline(close.mean(), color=\"red\", linestyle=\"dashed\", label=f\"\u5747\u503c {close.mean():.2f}\")\nplt.axvline(close.median(), color=\"darkorange\", label=f\"\u4e2d\u4f4d\u6570 {close.median():.2f}\")\nplt.legend()\nplt.title(f\"{SYMBOL} \u6536\u76d8\u4ef7\u5206\u5e03\uff08\u8fd1{DAYS}\u4e2a\u4ea4\u6613\u65e5\uff09\")\nplt.show()<\/code><\/pre>\n\n\n\n
\u7ffb\u51fa\u4f60\u62ff\u5f97\u6700\u4e45\u7684\u90a3\u53ea\u7968\uff0c\u7b97\u4e00\u4e0b\u4f4d\u7f6e\u5206\u3002\u8fc7\u53bb\u4e09\u4e2a\u6708\u91cc\uff0c\u6709\u591a\u5c11\u5929\u7684\u6536\u76d8\u4ef7\u6bd4\u4eca\u5929\u4f4e\uff1f\u8bc4\u8bba\u533a\u62a5\u4e2a\u6570\u3002<\/p>\n\n\n\n
\u89c9\u5f97\u6709\u7528\u7684\u8bdd\uff0c\u628a\u8fd9\u7bc7\u8f6c\u7ed9\u540c\u6837\u5728\u641e\u91cf\u5316\u7684\u670b\u53cb\u3002<\/p>\n\n\n\n
\n\n\n\n
#\u91cf\u5316\u5de5\u5177 #Python\u91cf\u5316 #pandas #\u4ef7\u683c\u5206\u5e03 #\u76f4\u65b9\u56fe #\u6280\u672f\u5206\u6790 #A\u80a1\u590d\u76d8 #\u5b81\u5fb7\u65f6\u4ee3 #\u8d35\u5dde\u8305\u53f0 #\u4e2d\u9645\u65ed\u521b #\u6570\u636e\u5206\u6790 #\u6563\u6237\u5de5\u5177\u7bb1<\/p>\n\n\n\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
\u4f5c \u8005\uff1a\u8001\u4f59\u635e\u9c7c \u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005…<\/p>\n
Continue reading\u58065\u4e2aK\u7ebf\u6307\u6807\uff0c\u4e0d\u59821\u5f20\u76f4\u65b9\u56fe\u8bda\u5b9e\uff5c3\u53ea\u79683\u4e2a\u6708\uff0c\u4f4d\u7f6e\u611f\u53d8\u6570\u5b57<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[17,4,5,6],"class_list":["post-4987","post","type-post","status-publish","format-standard","hentry","category-aiinvest","tag-ai","tag-6","entry"],"_links":{"self":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4987","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/comments?post=4987"}],"version-history":[{"count":1,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4987\/revisions"}],"predecessor-version":[{"id":4993,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/4987\/revisions\/4993"}],"wp:attachment":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/media?parent=4987"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/categories?post=4987"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/tags?post=4987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}