{"id":1991,"date":"2016-01-12T22:29:12","date_gmt":"2016-01-12T14:29:12","guid":{"rendered":"http:\/\/blog2.tibame.com\/?p=1991"},"modified":"2022-04-08T18:07:36","modified_gmt":"2022-04-08T10:07:36","slug":"%e9%87%9d%e5%b0%8d2016%e5%b9%b4%e5%a4%a7%e6%95%b8%e6%93%9a%e7%99%bc%e5%b1%95%e5%bd%a2%e5%8b%a2%e7%9a%84%e9%a0%90%e6%b8%ac","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=1991","title":{"rendered":"\u91dd\u5c0d2016\u5e74\u5927\u6578\u64da\u767c\u5c55\u5f62\u52e2\u7684\u9810\u6e2c"},"content":{"rendered":"

2016\u5e74\u5927\u6578\u64da\u6280\u8853\u5c07\u8fce\u4f86\u600e\u6a23\u7684\u767c\u5c55\u614b\u52e2\uff1f
\n\u6a5f\u5668\u5b78\u7fd2\u3001\u5373\u6642\u6578\u64da\u5373\u670d\u52d9\u3001\u6f14\u7b97\u6cd5\u5e02\u5834\u4ee5\u53caSpark\u7b49\u7b49\u90fd\u5c07\u6210\u70ba\u767c\u5c55\u71b1\u9ede\u3002<\/p>\n

1.\u9996\u5e2d\u6578\u64da\u5b98\u5168\u9762\u5d1b\u8d77<\/strong><\/p>\n

\u96a8\u8457\u4f01\u696d\u52aa\u529b\u514b\u670d\u7531\u8b8a\u5316\u5e36\u4f86\u7684\u885d\u64ca\uff0c\u540c\u6642\u9700\u8981\u7acb\u8db3\u65bc\u6578\u5b57\u5316\u6642\u4ee3\u8207\u7af6\u722d\u5c0d\u624b\u9032\u884c\u5c0d\u6297\uff0c\u76f8\u4fe1\u5c07\u6709\u66f4\u591a\u4f01\u696d\u5c07\u95dc\u6ce8\u91cd\u9ede\u653e\u5728\u65b0\u7684\u8077\u4f4d\u2014\u9996\u5e2d\u6578\u64da\u5b98(\u7c21\u7a31CDO)<\/strong>\u8eab\u4e0a\u3002\u800c\u9019\u985e\u89d2\u8272\u4e5f\u5c07\u6210\u70ba\u63a8\u52d5\u696d\u52d9\u767c\u5c55\u6230\u7565\u7684\u4e2d\u5805\u529b\u91cf\u3002
\nForrester\u7814\u7a76\u516c\u53f8\u4f01\u696d\u67b6\u69cb\u9996\u5e2d\u5206\u6790\u5e2b\u517c\u526f\u7e3d\u88c1 pian Hopkins\u8a8d\u70ba\u300e\u9996\u5e2d\u6578\u64da\u5b98\u5c07\u8fce\u4f86\u6b0a\u529b\u3001\u8072\u660e\u4ee5\u53ca\u2026\u2026\u5b58\u5728\u611f\u300f\u3002 \u300e\u4e0d\u904e\u5f9e\u9577\u9060\u89d2\u5ea6\u770b\uff0c\u9019\u4e00\u8077\u80fd\u89d2\u8272\u7684\u53ef\u884c\u6027\u5c1a\u5b58\u5728\u7591\u554f\u3002\u67d0\u4e9b\u985e\u578b\u7684\u4f01\u696d\uff0c\u4f8b\u5982\u6578\u5b57\u539f\u4f4f\u6c11(Digital Natives)\uff0c\u53ef\u80fd\u7121\u6cd5\u901a\u904e\u4efb\u547dCDO\u7372\u5f97\u56de\u5831\u3002\u300f<\/p>\n

2. \u652f\u6490\u696d\u52d9\u7528\u6236<\/strong><\/p>\n

\u53d7\u5230\u5927\u6578\u64da\u4eba\u624d\u77ed\u7f3a\u4ee5\u53ca\u5fc5\u8981\u5546\u696d\u8a0a\u606f\u4ea4\u4ed8\u80fd\u529b\u5331\u4e4f\u7684\u5f71\u97ff\uff0c\u5e02\u5834\u9700\u8981\u66f4\u591a\u5206\u6790\u5e2b\u53ca\u6578\u64da\u79d1\u5b78\u5bb6\u88dc\u5145\u9032\u4f86<\/strong>\uff0c\u4e26\u5229\u7528\u66f4\u591a\u5de5\u5177\u8207\u76f8\u95dc\u529f\u80fd\u5c07\u8a0a\u606f\u76f4\u63a5\u4ea4\u4ed8\u7d66\u5c0d\u61c9\u7684\u7528\u6236\u7fa4\u9ad4\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u5fae\u8edf\u8207Salesforce\u96d9\u65b9\u6700\u8fd1\u5404\u81ea\u516c\u4f48\u4e86\u6b64\u985e\u65b9\u6848\uff0c\u65e8\u5728\u5e6b\u52a9\u975e\u7a0b\u5e8f\u54e1\u7528\u6236\u5275\u5efa\u61c9\u7528\u4ee5\u5be9\u67e5\u5546\u696d\u6578\u64da\u3002<\/p>\n

\"40556992_l\"<\/p>\n

 <\/p>\n

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 <\/p>\n

3.\u667a\u80fd\u5316\u5d4c\u5165<\/strong><\/p>\n

\u7121\u4ee3\u78bc\u7de8\u5beb\u8981\u6c42\u7684\u61c9\u7528\u5df2\u7d93\u6210\u70ba\u4f01\u696d\u9700\u8981\u91cd\u8996\u7684\u4e00\u7a2e\u53ef\u884c\u65b9\u6848\uff0c\u65e8\u5728\u7c21\u5316\u696d\u52d9\u7528\u6236\u7372\u53d6\u6240\u9700\u4fe1\u606f\u7684\u6d41\u7a0b\u3002\u4e0d\u904e\u9084\u5c07\u6709\u53e6\u4e00\u4e9b\u6210\u679c\u4e0d\u65b7\u6e67\u73fe\uff0c\u5373\u5728\u4f01\u696d\u5167\u5404\u61c9\u7528\u7a0b\u5e8f\u4e2d\u76f4\u63a5\u5d4c\u5165\u5206\u6790\u529f\u80fd\u3002 IDC\u516c\u53f8\u9810\u6e2c\u7a31\uff0c\u52302020\u5e74\u5c07\u6709\u534a\u6578\u5546\u696d\u5206\u6790\u8edf\u4ef6\u5305\u542b\u4ee5\u8a8d\u77e5\u8a08\u7b97\u529f\u80fd\u70ba\u57fa\u790e\u7684\u898f\u7bc4\u6027\u5206\u6790\u80fd\u529b\u3002
\n\u800c\u8457\u773c\u65bc\u5b8f\u89c0\u89d2\u5ea6\uff0cGartner\u516c\u53f8\u6307\u51fa\u201c\u81ea\u4e3b\u6027\u4e3b\u9ad4\u8207\u65b9\u6848\u201d\u5c07\u6210\u70ba\u53e6\u4e00\u5927\u65b0\u8208\u8da8\u52e2\uff0c\u76ee\u524d\u5df2\u7d93\u51fa\u7210\u7684\u76f8\u7576\u65b9\u6848\u5305\u62ec\u6a5f\u5668\u4eba\u3001\u81ea\u52d5\u99d5\u99db\u8eca\u8f1b\u3001\u865b\u64ec\u500b\u4eba\u52a9\u624b\u4ee5\u53ca\u667a\u80fd\u9867\u554f\u7b49\u7b49\u3002<\/p>\n

\u201c\u5728\u672a\u4f86\u4e94\u5e74\u7576\u4e2d\uff0c\u6211\u5011\u5c07\u8fce\u4f86\u6240\u8b02\u5f8c\u61c9\u7528\u6642\u4ee3\uff0c\u5c46\u6642\u5404\u667a\u80fd\u5316\u4e3b\u9ad4\u5c07\u5e36\u4f86\u52d5\u614b\u53ca\u80cc\u666f\u95dc\u806f\u884c\u70ba\u53ca\u63a5\u53e3\uff0c\u201dGartner\u516c\u53f8\u526f\u7e3d\u88c1\u517c\u7814\u7a76\u54e1David Cearley\u5728\u4e00\u4efd\u8072\u660e\u7576\u4e2d\u6307\u51fa\u3002 \u201cIT\u9818\u5c0e\u8005\u5011\u61c9\u7576\u63a2\u7d22\u5982\u4f55\u5229\u7528\u81ea\u4e3b\u6027\u65b9\u6848\u53ca\u4e3b\u9ad4\u4ee5\u5f37\u5316\u4eba\u985e\u6d3b\u52d5\u4e26\u627f\u63a5\u90e8\u5206\u539f\u672c\u5fc5\u9808\u8981\u4ee5\u4eba\u5de5\u65b9\u5f0f\u5b8c\u6210\u7684\u4efb\u52d9\u3002\u201d<\/p>\n

4.\u4eba\u624d\u77ed\u7f3a\u554f\u984c\u80fd\u5426\u5f97\u5230\u89e3\u6c7a?<\/strong><\/p>\n

\u9084\u5728\u82e6\u82e6\u5c0b\u6c42\u51fa\u8272\u7684\u6578\u64da\u79d1\u5b78\u5bb6?\u76f8\u4fe1\u6211\uff0c\u5176\u5b83\u4f01\u696d\u4e5f\u9762\u81e8\u8457\u540c\u6a23\u7684\u56f0\u64fe\u3002\u6700\u8fd1\u7531\u5546\u696d\u8aee\u8a62\u4f01\u696dAT Kearney\u516c\u53f8\u767c\u5e03\u7684\u4e00\u4efd\u5831\u544a\u986f\u793a\uff0c72%\u7684\u5168\u7403\u9818\u5148\u4f01\u696d\u90fd\u8868\u793a\u81ea\u5df1\u5f88\u96e3\u62db\u8058\u5230\u5408\u683c\u7684\u6578\u64da\u79d1\u5b78\u4eba\u624d\u3002<\/strong>
\n\u4e0d\u904e\u570b\u969b\u5206\u6790\u5354\u6703\u5247\u9810\u6e2c\u7a31\uff0c\u96a8\u8457\u4f01\u696d\u9010\u6b65\u63a1\u53d6\u65b0\u578b\u6230\u8853\u601d\u8def\uff0c\u4eba\u624d\u77ed\u7f3a\u7684\u554f\u984c\u53ef\u80fd\u6703\u57282016\u5e74\u5e74\u5167\u5f97\u5230\u7de9\u89e3\u3002<\/p>\n

\u201c\u5927\u578b\u4f01\u696d\u4e0d\u6703\u518d\u904e\u591a\u7cfe\u7d50\u65bc\u4eba\u624d\u77ed\u7f3a\u554f\u984c\u4e86\uff0c\u201d\u8a72\u7d44\u7e54\u5728\u5176\u9810\u6e2c\u8207\u512a\u5148\u7d1a\u5c55\u671b\u5831\u544a\u4e2d\u63d0\u5230\u3002 \u201c\u76f8\u53cd\uff0c\u4ed6\u5011\u958b\u59cb\u63a1\u53d6\u4e00\u4e9b\u5176\u5b83\u8fa6\u6cd5\u89e3\u6c7a\u5371\u6a5f\uff0c\u5305\u62ec\u51fa\u53f0\u65b0\u7684\u5927\u5b78\u8ab2\u7a0b\u3001\u6539\u5584\u62db\u8058\u6d41\u7a0b\u4e26\u5efa\u7acb\u5167\u90e8\u898f\u7a0b\uff0c\u5f9e\u800c\u57f9\u990a\u73fe\u6709\u54e1\u5de5\u638c\u63e1\u5206\u6790\u8207\u6578\u64da\u79d1\u5b78\u3002\u5982\u6b64\u4e00\u4f86\uff0c\u8feb\u5207\u5e0c\u671b\u5be6\u73fe\u6578\u64da\u5206\u6790\u80fd\u529b\u7684\u4f01\u696d\u5c07\u6700\u7d42\u5f97\u511f\u6240\u9858\u3002\u201d<\/p>\n

\u8207\u6b64\u540c\u6642\uff0cIDC\u516c\u53f8\u767c\u5e03\u5831\u544a\u6307\u51fa\uff0c\u9019\u7a2e\u4eba\u54e1\u77ed\u7f3a\u554f\u984c\u5c07\u7531\u6578\u64da\u79d1\u5b78\u5bb6\u9818\u57df\u5ef6\u4f38\u81f3\u6578\u64da\u67b6\u69cb\u4ee5\u53ca\u6578\u64da\u7ba1\u7406\u5c64\u9762\u3002\u9019\u5c07\u63a8\u52d5\u5927\u6578\u64da\u76f8\u95dc\u5c08\u696d\u670d\u52d9\u696d\u52d9\u5f9e\u76ee\u524d\u52302020\u5e74\u7372\u5f97\u9ad8\u905423%\u7684\u5e74\u5747\u8907\u5408\u589e\u9577\u7387\u3002<\/strong><\/p>\n

5.\u6a5f\u5668\u5b78\u7fd2\u8fce\u4f86\u4e0a\u63da\u614b\u52e2<\/strong><\/p>\n

\u6240\u8b02\u6a5f\u5668\u5b78\u7fd2\uff0c\u53ef\u4ee5\u7406\u89e3\u70ba\u5275\u5efa\u76f8\u95dc\u7b97\u6cd5\u4ee5\u5e6b\u52a9\u8a08\u7b97\u6a5f\u901a\u904e\u7d93\u9a57\u5be6\u73fe\u5b78\u7fd2\uff0c\u800c\u5176\u4e5f\u6210\u529f\u5438\u5f15\u5230\u4e86\u773e\u591a\u5e0c\u671b\u5229\u7528\u81ea\u52d5\u5316\u624b\u6bb5\u53d6\u4ee3\u4ee5\u5f80\u4eba\u5de5\u8655\u7406\u6d41\u7a0b\u7684\u4f01\u696d\u7684\u9ad8\u5ea6\u95dc\u6ce8\u3002\u5206\u6790\u4f01\u696dOvum\u516c\u53f8\u9810\u6e2c\uff0c\u6a5f\u5668\u5b78\u7fd2\u5c07\u57282016\u5e74\u7576\u4e2d\u6210\u70ba\u201c\u6578\u64da\u6e96\u5099\u8207\u9810\u6e2c\u5206\u6790\u5de5\u4f5c\u7684\u5fc5\u8981\u524d\u63d0\u201d\u3002
\n\u800cGartner\u65b9\u9762\u5247\u8457\u773c\u65bc\u4e0b\u500b\u968e\u6bb5\uff0c\u5c07\u5148\u9032\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u8996\u70ba\u6700\u91cd\u8981\u7684\u672a\u4f86\u6230\u7565\u8da8\u52e2\u3002\u9019\u5bb6\u5206\u6790\u4f01\u696d\u5ba3\u7a31\uff0c\u6a5f\u5668\u5b78\u7fd2\u4e2d\u7684\u5404\u985e\u5148\u9032\u8868\u73fe\u5f62\u5f0f\u540d\u70ba\u6df1\u5ea6\u795e\u7d93\u7db2\u7d61\uff0c\u5176\u80fd\u5920\u5275\u9020\u7cfb\u7d71\u4e26\u5b78\u6703\u81ea\u884c\u8a8d\u77e5\u4e16\u754c\u3002 \u201c\u9019\u4e00\u9818\u57df\u767c\u5c55\u8fc5\u901f\uff0c\u800c\u5404\u4f01\u696d\u4e5f\u5fc5\u9808\u8a55\u4f30\u81ea\u8eab\u8981\u5982\u4f55\u904b\u7528\u9019\u4e9b\u6280\u8853\u4ee5\u53d6\u5f97\u7af6\u722d\u512a\u52e2\u3002\u201d<\/p>\n

6. \u4eba\u4eba\u90fd\u611bSpark<\/strong><\/p>\n

\u5206\u6790\u4f01\u696dOvum\u516c\u53f8\u6307\u51fa\uff0cSQL\u5c07\u5728\u5927\u6578\u64da\u5206\u6790\u5de5\u4f5c\u4e2d\u7372\u5f97\u201c\u81f3\u9ad8\u7121\u4e0a\u201d\u7684\u5730\u4f4d\uff0c\u4f46Spark\u7684\u5d1b\u8d77\u901f\u5ea6\u540c\u6a23\u975e\u5e38\u9a5a\u4eba\u3002 \u201cSpark\u5c07\u4f5c\u70baSQL\u7684\u88dc\u5145\u6027\u65b9\u6848\uff0c\u70ba\u6211\u5011\u63d0\u4f9b\u984d\u5916\u7684\u7d50\u8ad6\u7372\u53d6\u9014\u5f91\uff0c\u4f8b\u5982\u5be6\u73fe\u5716\u5f62\u5206\u6790\u6d41\u4e26\u5e6b\u52a9\u958b\u767c\u4eba\u54e1\u5229\u7528\u81ea\u5df1\u6240\u719f\u6089\u7684\u8a9e\u8a00\u5c0d\u4f01\u696d\u6578\u64da\u5eab\u5167\u7684\u6578\u64da\u6d41\u9032\u884c\u67e5\u8a62<\/strong>\uff0c\u201dOvum\u516c\u53f8\u9996\u5e2d\u5206\u6790\u5e2bTony Baer\u5728\u4e00\u7bc7\u6587\u7ae0\u7576\u4e2d\u5beb\u9053\u3002<\/p>\n

\"476\"<\/p>\n

 <\/p>\n

7.\u6578\u64da\u5373\u670d\u52d9\u696d\u52d9\u6a21\u5f0f\u5373\u5c07\u51fa\u73fe<\/strong><\/p>\n

IBM\u516c\u53f8\u525b\u525b\u6536\u8cfc\u4e86Weather\u516c\u53f8\uff0c\u800c\u7372\u53d6\u5f8c\u8005\u6578\u64da\u3001\u6578\u64da\u6d41\u4ee5\u53ca\u9810\u6e2c\u5206\u6790\u65b9\u6848\u7684\u5be6\u8cea\u5728\u65bc\u8457\u773c\u65bc\u672a\u4f86\u3002\u5404\u4f01\u696d\u9700\u8981\u5c07\u6578\u64da\u6d41\u5373\u670d\u52d9\u6253\u5305\u6210\u70ba\u65b0\u7684\u696d\u52d9\u6a21\u5f0f\u3002\u4e5f\u6709\u4e00\u90e8\u5206\u4f01\u696d\u8457\u773c\u65bc\u76f8\u95dc\u8edf\u4ef6\u5305\u4e26\u51fa\u552e\u81ea\u5df1\u7684\u6578\u64da\u3002 Forrester\u516c\u53f8\u9810\u6e2c\u7a31\uff0c\u90e8\u5206\u4f01\u696d\u5c07\u6191\u85c9\u9019\u9805\u767c\u5c55\u200b\u200b\u6230\u7565\u7372\u5f97\u5e02\u5834\u6210\u529f\uff0c\u4f46\u201c\u5927\u90e8\u5206\u7121\u6cd5\u53d6\u5f97\u5be6\u8cea\u6027\u9032\u5c55\u3002\u5118\u7ba1\u64c1\u6709\u6a02\u89c0\u7684\u627f\u8afe\uff0c\u4f46\u5927\u591a\u6578\u4f01\u696d\u5176\u5be6\u5f88\u96e3\u89e3\u6c7a\u500b\u4eba\u4fe1\u606f\u4fdd\u8b77\u4ee5\u53ca\u5c0d\u61c9\u5546\u696d\u6a21\u5f0f\u6240\u5e36\u4f86\u7684\u8907\u96dc\u6027\u96e3\u984c\uff0c\u201dForrester\u516c\u53f8\u526f\u7e3d\u88c1pian Hopkins\u5728\u4ed6\u7684\u500b\u4eba\u90e8\u843d\u683c\u7576\u4e2d\u5beb\u9053\u3002<\/p>\n

8. \u5373\u6642\u5206\u6790\u7d50\u8ad6<\/strong><\/p>\n

Forrester\u516c\u53f8\u9810\u6e2c\u6578\u64da\u6d41\u63d0\u53d6\u8207\u5206\u6790\u5c07\u57282016\u5e74\u5e74\u5167\u6210\u70ba\u6578\u5b57\u5316\u9818\u57df\u52dd\u51fa\u4f01\u696d\u5011\u7684\u5fc5\u8981\u80fd\u529b\u3002
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\u662fForrester\u516c\u53f8\u63d0\u51fa\u7684\u53e6\u4e00\u9805\u9810\u6e2c\u3002 \u201c\u5404\u4f01\u696d\u5c07\u610f\u8b58\u5230\u5f88\u591a\u7b97\u6cd5\u8207\u5176\u81ea\u884c\u958b\u767c\uff0c\u4e0d\u5982\u901a\u904e\u5e02\u5834\u8cfc\u8cb7\uff0c\u800c\u5f8c\u76f4\u63a5\u5411\u5176\u4e2d\u6dfb\u52a0\u6578\u64da\u5373\u53ef\uff0c\u201dForrester\u516c\u53f8\u7684pian Hopkins\u5beb\u9053\u3002\u4ed6\u540c\u6642\u5217\u51fa\u4e86\u76ee\u524d\u5df2\u7d93\u51fa\u73fe\u7684\u5e7e\u7a2e\u6b64\u985e\u670d\u52d9\uff0c\u5305\u62ecAlgorithmia\u3001Data Xu\u4ee5\u53caKaggle\u3002<\/p>\n

\u6587\u7ae0\u4f86\u6e90:\u00a0http:\/\/www.36dsj.com\/archives\/39513<\/p>\n

\u76f8\u95dc\u8ab2\u7a0b:TibaMe\u5b78\u7fd2\u7db2–Apache Spark \u5927\u6578\u64da\u61c9\u7528\u5de5\u7a0b\u5e2b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

2016\u5e74\u5927\u6578\u64da\u6280\u8853\u5c07\u8fce\u4f86\u600e\u6a23\u7684\u767c\u5c55\u614b\u52e2\uff1f \u6a5f\u5668…<\/p>\n","protected":false},"author":19,"featured_media":1992,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[480,1196,173],"tags":[141,144],"class_list":["post-1991","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","category-ai-","category-173","tag-big-data","tag-144"],"aioseo_notices":[],"views":2951,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/1991","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1991"}],"version-history":[{"count":3,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/1991\/revisions"}],"predecessor-version":[{"id":2019,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/posts\/1991\/revisions\/2019"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=\/wp\/v2\/media\/1992"}],"wp:attachment":[{"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1991"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1991"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.tibame.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1991"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}