{"id":379125,"date":"2021-02-21T04:20:37","date_gmt":"2021-02-20T20:20:37","guid":{"rendered":"http:\/\/4563.org\/?p=379125"},"modified":"2021-02-21T04:20:37","modified_gmt":"2021-02-20T20:20:37","slug":"%e6%b1%82-pandas-%e5%ad%a6%e4%b9%a0%e8%b5%84%e6%96%99%ef%bc%8c%e6%9c%80%e5%a5%bd%e6%98%af%e4%b9%a6%e7%b1%8d%ef%bc%8c%e8%b0%a2%e8%b0%a2%e5%a4%a7%e5%ae%b6","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=379125","title":{"rendered":"\u6c42 pandas \u5b66\u4e60\u8d44\u6599\uff0c\u6700\u597d\u662f\u4e66\u7c4d\uff0c\u8c22\u8c22\u5927\u5bb6"},"content":{"rendered":"<div>\n<div>\n<div>\n<h1>                  \u6c42 pandas \u5b66\u4e60\u8d44\u6599\uff0c\u6700\u597d\u662f\u4e66\u7c4d\uff0c\u8c22\u8c22\u5927\u5bb6               <\/h1>\n<p> <\/p>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : TophTab <\/span>  <span><i><\/i> 3<\/span> <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div isfirst=\"1\">                        \u6700\u8fd1\u5b66 pandas\uff0c\u96f6\u96f6\u6563\u6563\u7684\u770b\u4e86\u4e00\u4e9b\uff0c\u8fd8\u662f\u7f3a\u4e4f\u7cfb\u7edf\u6027\u3002<br \/>\u60f3\u627e\u4e2a\u4e66\u7c4d\uff0c\u7cfb\u7edf\u6027\u7684\u5b66\u4e60\u4e00\u4e0b\uff0c\u53e6\u5916\u4e5f\u65b9\u4fbf\u4ee5\u540e\u67e5\u547d\u4ee4<br \/>PS\uff1a\u6807\u9898\u6539\u6210\u300a\u5e02\u9762\u4e0a\u5c31\u6ca1\u6709\u4e00\u672c\u80fd\u628a pandas \u8bb2\u597d\u7684\u4e66\u300b\u662f\u4e0d\u662f\u66f4\u597d\uff1f      <\/div>\n<div> <b>\u5927\u4f6c\u6709\u8a71\u8aaa<\/b> (<span>13<\/span>)        <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<ul>\n<li data-pid=\"5462306\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Inf1nity <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u4ee5\u6211\u5b66\u4e60\u548c\u4f7f\u7528\u7684\u7ecf\u9a8c\u6765\u8bf4\uff0c\u8fd9\u4e2a\u4e1c\u897f\u6ca1\u5fc5\u8981\u7cfb\u7edf\u6027\u7684\u5b66\uff0c\u77e5\u9053\u57fa\u7840\u64cd\u4f5c\u548c\u80fd\u505a\u7684\u4e8b\u60c5\u540e\uff0c\u591a\u7528\u7528\u5c31\u81ea\u7136\u4f1a\u4e86\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462307\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Inf1nity <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u4e3b\u53ef\u4ee5\u968f\u4fbf\u627e\u4e2a\u6570\u636e\u96c6\uff0c\u628a pandas \u5f53\u6210 excel \u6765\u7528\uff0c\u628a excel \u91cc\u9762\u7684\u64cd\u4f5c\u7528 pandas \u5b9e\u73b0\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462308\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : Thymolblue <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u4f60\u6240\u6709\u60f3\u77e5\u9053\u7684\u90fd\u5728\u8fd9\u91cc\u9762\uff1a<br \/>https:\/\/pandas.pydata.org\/docs\/reference\/index.html                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462309\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : neoblackcap <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u6559\u5982\u4f55\u7528 pandas \u7684\u4e66\u5927\u628a\uff0coreilly \u5c31\u6709\u4e00\u672c*Python for Data Analysis*\uff0c\u4e2d\u6587\u7248\u662f\u673a\u68b0\u5de5\u7a0b\u51fa\u7248\u793e\u7ffb\u8bd1\u7684\u300a\u5229\u7528 Python \u8fdb\u884c\u6570\u636e\u5206\u6790\u300b\u3002\u4e66\u7684\u4f5c\u8005\u5c31\u662f pandas \u7684\u4f5c\u8005<br \/>\u4f46\u662f\u4f60\u60f3\u901a\u8fc7\u5b66\u4e60 pandas \u6765\u5b8c\u6210\u6570\u636e\u5206\u6790\u5c31\u4e0d\u592a\u53ef\u80fd\u4e86\u3002\u8fd9\u662f\u4e24\u4e2a\u9886\u57df                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462310\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : TophTab <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @neoblackcap \u6570\u636e\u5206\u6790\u7684\u8bdd\u8fd8\u662f\u9700\u8981\u7528\u5230 STATA \uff1f pandas \u7684\u8bdd\uff0c\u7528\u6765\u6570\u636e\u5904\u7406\u548c\u6c47\u603b\u5e94\u8be5\u6ca1\u4ec0\u4e48\u7f3a\u9677\u5427\uff1f                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462311\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : neoblackcap <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @TophTab \u6570\u636e\u5206\u6790\u8ddf\u4f60\u6240\u7528\u7684\u8f6f\u4ef6\u6ca1\u6709\u76f4\u63a5\u7684\u5173\u7cfb\uff0c\u597d\u6bd4\u5efa\u623f\u5b50\uff0c\u4eba\u5bb6\u7528\u8d77\u91cd\u673a\u9884\u5efa\u623f\u80fd 17 \u5929\u5efa\u51fa\u6765\uff0c\u4f60\u7528\u7816\u74e6\u534a\u5e74\u4e5f\u80fd\u5efa\u51fa\u6765\u3002<br \/>\u4e24\u8005\u90fd\u662f\u5efa\u623f\u5b50\uff0c\u53ef\u80fd\u4e24\u8005\u7684\u84dd\u56fe\u90fd\u662f\u4e00\u4e2a\u5efa\u7b51\u5e08 \/\u7ed3\u6784\u5e08\u51fa\u7684\u3002<br \/>\u6570\u636e\u5206\u6790\u4e5f\u662f\u4e00\u6837\uff0c\u770b\u4f60\u7684\u8001\u677f\u8981\u6c42\u4f60\u5efa\u4ec0\u4e48\uff0c\u8981\u6c42\u4ec0\u4e48\uff0c\u4f60\u662f\u4ec0\u4e48\u5c97\u4f4d\u3002\u6211\u8fd8\u89c1\u8fc7\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u7528 Java \u7684\uff0c\u5199\u4ee3\u7801\u7684\u3002\u5982\u679c\u4f60\u4e0d\u77e5\u9053\u7528\u4ec0\u4e48\uff0c\u6211\u5efa\u8bae\u4f60\u53bb\u627e\u7c7b\u4f3c\u7684\u5c97\u4f4d\u53bb\u9762\u8bd5\u4e00\u4e0b\uff0c\u53bb\u4e86\u89e3\u4e00\u4e0b\u5230\u5e95\u662f\u505a\u4ec0\u4e48\u3002\u597d\u6bd4\u5efa\u7b51\u5e08\u662f\u4e0d\u7528\u77e5\u9053\u5982\u4f55\u7528\u8d77\u91cd\u673a\u7684\u3002\u867d\u7136\u5927\u5bb6\u90fd\u662f\u5efa\u7b51\u884c\u4e1a\uff0c\u5728\u5de5\u5730\u4e0a\u73ed\u7684\u5efa\u7b51\u5de5\u4eba\u8ddf\u5efa\u7b51\u5e08\u662f\u4e24\u4e2a\u4e0d\u4e00\u6837\u7684\u5de5\u4f5c\u5c97\u4f4d                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462312\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : imn1 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             pandas \u5b66\u4e0d\u5b8c\uff0c\u77e5\u9053\u4e00\u4e9b\u6982\u5ff5\u540e\uff0c\u5c31\u662f\u5404\u79cd\u67e5\uff0c\u6211\u4eca\u5929\u8fd8\u5728\u67e5\u5982\u4f55\u663e\u793a\u591a\u884c\u6587\u672c<br \/>\u5176\u5b9e\u4e00\u5f00\u59cb\u4e0d\u8981\u60f3\u7740\u6570\u636e\u5206\u6790\uff0cpandas \u5165\u95e8\u662f\u6570\u636e\u6574\u7406\uff0c\u771f\u6b63\u7684\u5206\u6790\u8fd8\u662f\u79bb\u4e0d\u5f00 numpy\uff0c\u4f60\u60f3\u641e\u5206\u6790\u4e0d\u5982\u76f4\u63a5\u5b66 numpy                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462313\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : renmu123 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u5c31\u770b\u56db\u7684\u90a3\u672c\u4e66\uff0c\u4f5c\u8005\u4eb2\u81ea\u7ed9\u4f60\u8bb2 pandas\uff0c\u8fd9\u672c\u4e66\u786e\u5b9e\u4e5f\u8bb2\u5f97\u633a\u6e05\u6670\u7684\uff0c\u5f53\u4e2a\u53c2\u8003\u4e66\u90fd\u53ef\u4ee5                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462314\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : dayeye2006199 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             Python for data analysis \u5165\u4e2a\u95e8\u3002<br \/>\u540e\u9762\u4e3b\u8981\u9760\u67e5\u6587\u6863\u3002<\/p>\n<p>\u7528 pandas \u5904\u7406\u65f6\u95f4\u5e8f\u5217\u6570\u636e vs \u65b9\u5757\u6570\u636e\uff0c\u611f\u89c9\u662f\u4e24\u4e2a\u4e16\u754c\u3002                                                            <\/p><\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462315\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : jones2000 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u7cfb\u7edf\u6027\u7684\u5b66\u4e60\uff0c\u6700\u597d\u7684\u65b9\u6cd5\u5c31\u662f\u8bfb\u5b83\u7684\u6e90\u7801\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462316\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : TophTab <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @imn1 \u3002\u3002\u3002\u5b66\u672f\u4e0a\u641e\u5206\u6790\u8c8c\u4f3c\u6211\u4eec\u8fd9\u9886\u57df\u662f\u7528 stata \u3002numpy \u548c stata \u6bd4\u5982\u4f55\uff1f                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462317\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u4e3b<\/span> <span>\u8cc7\u6df1\u5927\u4f6c : TophTab <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u53e6\u5916\u8c22\u8c22\u8c22\u8c22\u5404\u4f4d\u5927\u4f6c\uff0c\u6211\u4e70\u672c\u300a\u5229\u7528 Python \u8fdb\u884c\u6570\u636e\u5206\u6790\u300b\u770b\u770b\u3002                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"5462318\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : imn1 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             @TophTab #11<br \/>\u4e24\u8005\u90fd\u4e86\u89e3\u8fc7\u4f60\u5c31\u4e0d\u4f1a\u95ee\u8fd9\u6837\u7684\u95ee\u9898\u4e86<\/p>\n<p>\u672f\u4e1a\u6709\u4e13\u653b\uff0cnumpy \u66f4\u50cf\u662f\u201c\u57fa\u7840\u201d\uff0c\u6570\u636e\u8ba1\u7b97\u7684\u57fa\u7840\uff08\u6307 python \uff09<br \/>\u641e\u7edf\u8ba1\u5206\u6790\u8981\u5b66 numpy\uff0c\u641e\u4eba\u8138\u8bc6\u522b\u8981\u5b66 numpy\uff0c\u641e\u6df1\u5ea6\u5b66\u4e60\u4e5f\u8981\u5b66 numpy\u2026\u2026<br \/>\u5f53\u7136\uff0c\u5355\u7eaf\u7684\u5e94\u7528\u67d0\u4e9b\u4e13\u4e1a\u8f6f\u4ef6 \/\u6a21\u5757\uff0c\u6216\u8005\u53ef\u4ee5\u8df3\u8fc7\uff0c\u4f8b\u5982\u4e0d\u662f\u7814\u7a76\u4eba\u8138\u8bc6\u522b\uff0c\u800c\u662f\u7528\u4eba\u5bb6\u505a\u597d\u7684\u8bc6\u522b\u6a21\u5757\u5230\u4e1a\u52a1\uff0c\u90a3\u4e0d\u7528\u5b66 numpy \u4e5f\u80fd\u505a\u5230\u3002\u5b83\u5e76\u4e0d\u662f\u548c\u54ea\u4e2a\u6bd4\u7684\u5173\u7cfb\uff0c\u800c\u662f\u54ea\u4e2a\u662f\u5426\u5728 numpy \u4e0a\u6269\u5c55\uff0c\u8b6c\u5982 pandas \u5c31\u662f\u4ece numpy \u6269\u5c55\u51fa\u6765\u7684\uff0c\u4f60\u4e0d\u7528\u5b66 numpy \u4e5f\u80fd\u7528\u597d pandas\uff0c\u4f46\u8981\u5728\u6570\u636e\u9886\u57df\u6a2a\u5411\u53d1\u5c55\uff0c\u8fd8\u662f\u628a\u57fa\u7840\u6a21\u5757\u5b66\u4e00\u5b66\u66f4\u6709\u628a\u63e1<\/p>\n<p>stata \u5df2\u7ecf\u662f\u4e00\u5957\u6210\u54c1\uff0c\u8df3\u79bb python \u7684\u6982\u5ff5\u4e86\uff0c\u867d\u7136\u5b83\u4e5f\u6709 python \u7684 API<br \/>\u4f60\u8fd9\u4e2a\u95ee\u9898\u66f4\u50cf\u662f\uff0cnumpy \u548c SAS \u3001SPSS\u2026\u2026\u8fd9\u4e9b\u6bd4\u8f83<br \/>python \u91cc\u9762\u4e5f\u6709\u7c7b\u4f3c stata \u7684\u4e13\u4e1a\u6a21\u5757\uff08\u96c6\u6210\u4e86\u62a5\u8868\u548c UI \uff09<\/p>\n<p>numpy \u662f\u4ece\u6570\u636e\u5230\u6570\u636e\uff0cstata \u662f\u4ece\u6570\u636e\u5230\u62a5\u544a<br \/>\u6253\u4e2a\u6bd4\u65b9\uff0c\u4f60\u77e5\u9053\u8d77\u70b9\u7ec8\u70b9\uff0c\u524d\u8005\u662f\u5b83\u5e2e\u4f60\u7b97\u51fa\u4e00\u6761\u6700\u4f73\u7ebf\u8def\uff0c\u600e\u6837\u5230\u8fbe\uff0c\u4f60\u81ea\u5df1\u51b3\u5b9a\u6b65\u884c\u3001\u81ea\u9a7e\u8fd8\u662f\u516c\u4ea4\u6216\u8005\u7ec4\u5408\u65b9\u5f0f\uff1b\u540e\u8005\u5219\u662f\u7ea6\u79df\u8f66\u5e73\u53f0\uff0c\u544a\u8bc9\u5b83\u627e\u4e2a\u63a5\u5355\u53f8\u673a\u5c31\u884c\u4e86                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li>\n","protected":false},"excerpt":{"rendered":"<p>\u6c42 pandas 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