{"id":1134053,"date":"2025-01-08T21:12:29","date_gmt":"2025-01-08T13:12:29","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1134053.html"},"modified":"2025-01-08T21:12:32","modified_gmt":"2025-01-08T13:12:32","slug":"python%e5%a6%82%e4%bd%95%e5%ae%89%e8%a3%85%e7%ac%ac%e4%b8%89%e6%96%b9%e5%ba%93pandas","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1134053.html","title":{"rendered":"python\u5982\u4f55\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93pandas"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25103121\/5f2bb193-6c50-4f56-aff1-832c2f3f0d42.webp\" alt=\"python\u5982\u4f55\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93pandas\" \/><\/p>\n<p><p> <strong>Python\u5982\u4f55\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93Pandas<\/strong><\/p>\n<\/p>\n<p><p><strong>Python\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93Pandas\u7684\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\uff1a\u4f7f\u7528pip\u5b89\u88c5\u3001\u4f7f\u7528Anaconda\u5b89\u88c5\u3001\u4ece\u6e90\u7801\u5b89\u88c5<\/strong>\u3002\u5176\u4e2d\uff0c\u4f7f\u7528pip\u5b89\u88c5\u662f\u6700\u5e38\u89c1\u4e14\u4fbf\u6377\u7684\u65b9\u6cd5\u3002\u5177\u4f53\u5730\u8bb2\uff0c\u4f7f\u7528pip\u5b89\u88c5Pandas\u53ea\u9700\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165<code>pip install pandas<\/code>\u5373\u53ef\u3002\u5728\u8be6\u7ec6\u63cf\u8ff0pip\u5b89\u88c5\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8fd8\u9700\u6ce8\u610fPython\u7248\u672c\u4e0epip\u7248\u672c\u7684\u517c\u5bb9\u6027\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528pip\u5b89\u88c5<\/h3>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5pip<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5Pandas\u4e4b\u524d\uff0c\u9996\u5148\u9700\u8981\u786e\u4fdd\u5df2\u7ecf\u5b89\u88c5\u4e86pip\u3002pip\u662fPython\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u5e38\u5728\u5b89\u88c5Python\u65f6\u4f1a\u4e00\u5e76\u5b89\u88c5\u3002\u5982\u679c\u672a\u5b89\u88c5\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m ensurepip --default-pip<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u786e\u4fddpip\u5df2\u7ecf\u5b89\u88c5\u5e76\u4e14\u662f\u6700\u65b0\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m pip install --upgrade pip<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u5b89\u88c5Pandas<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528pip\u5b89\u88c5Pandas\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6b64\u547d\u4ee4\u5c06\u81ea\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5\u6700\u65b0\u7248\u672c\u7684Pandas\u53ca\u5176\u4f9d\u8d56\u9879\u3002\u7b49\u5f85\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>print(pd.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u80fd\u591f\u6210\u529f\u8f93\u51faPandas\u7684\u7248\u672c\u53f7\uff0c\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n<p><h4>3\u3001\u89e3\u51b3\u5e38\u89c1\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\uff0c\u5982\u7f51\u7edc\u8fde\u63a5\u95ee\u9898\u3001\u6743\u9650\u95ee\u9898\u7b49\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u6cd5\u89e3\u51b3\uff1a<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u4f7f\u7528\u56fd\u5185\u955c\u50cf\u6e90<\/strong>\uff1a\u5982\u679c\u4e0b\u8f7d\u901f\u5ea6\u8f83\u6162\uff0c\u53ef\u4ee5\u4f7f\u7528\u56fd\u5185\u955c\u50cf\u6e90\u52a0\u901f\u4e0b\u8f7d\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528\u7ba1\u7406\u5458\u6743\u9650<\/strong>\uff1a\u5728Windows\u7cfb\u7edf\u4e2d\uff0c\u6709\u65f6\u9700\u8981\u4f7f\u7528\u7ba1\u7406\u5458\u6743\u9650\u8fd0\u884c\u547d\u4ee4\u63d0\u793a\u7b26\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m pip install pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e8c\u3001\u4f7f\u7528Anaconda\u5b89\u88c5<\/h3>\n<\/p>\n<p><h4>1\u3001\u5b89\u88c5Anaconda<\/h4>\n<\/p>\n<p><p>Anaconda\u662f\u4e00\u6b3e\u5f00\u6e90\u7684Python\u548cR\u8bed\u8a00\u53d1\u884c\u7248\uff0c\u5e38\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u76f8\u5173\u9886\u57df\u3002\u5b89\u88c5Anaconda\u53ef\u4ee5\u7b80\u5316Python\u73af\u5883\u7684\u7ba1\u7406\u548c\u5e93\u7684\u5b89\u88c5\u3002\u9996\u5148\u4eceAnaconda\u5b98\u7f51\uff08<a href=\"https:\/\/www.anaconda.com\/%EF%BC%89%E4%B8%8B%E8%BD%BD%E5%B9%B6%E5%AE%89%E8%A3%85Anaconda%E3%80%82\">https:\/\/www.anaconda.com\/\uff09\u4e0b\u8f7d\u5e76\u5b89\u88c5Anaconda\u3002<\/a><\/p>\n<\/p>\n<p><h4>2\u3001\u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<\/p>\n<p><p>\u4e3a\u4e86\u907f\u514d\u5305\u4e4b\u95f4\u7684\u51b2\u7a81\uff0c\u63a8\u8350\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda create -n myenv python=3.8<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda activate myenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u5b89\u88c5Pandas<\/h4>\n<\/p>\n<p><p>\u5728\u6fc0\u6d3b\u7684\u865a\u62df\u73af\u5883\u4e2d\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5Pandas\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda install pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0epip\u7c7b\u4f3c\uff0cAnaconda\u4e5f\u4f1a\u81ea\u52a8\u5904\u7406\u4f9d\u8d56\u9879\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>print(pd.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u4ece\u6e90\u7801\u5b89\u88c5<\/h3>\n<\/p>\n<p><h4>1\u3001\u4e0b\u8f7d\u6e90\u7801<\/h4>\n<\/p>\n<p><p>\u4ecePandas\u7684\u5b98\u65b9GitHub\u4ed3\u5e93\uff08<a href=\"https:\/\/github.com\/pandas-dev\/pandas%EF%BC%89%E4%B8%8B%E8%BD%BD%E6%BA%90%E7%A0%81%E3%80%82%E5%8F%AF%E4%BB%A5%E9%80%9A%E8%BF%87git%E5%85%8B%E9%9A%86%E4%BB%93%E5%BA%93%EF%BC%9A\">https:\/\/github.com\/pandas-dev\/pandas\uff09\u4e0b\u8f7d\u6e90\u7801\u3002\u53ef\u4ee5\u901a\u8fc7git\u514b\u9686\u4ed3\u5e93\uff1a<\/a><\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">git clone https:\/\/github.com\/pandas-dev\/pandas.git<\/p>\n<p>cd pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u5b89\u88c5\u4f9d\u8d56\u9879<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5Pandas\u4e4b\u524d\uff0c\u9700\u8981\u5148\u5b89\u88c5\u4e00\u4e9b\u4f9d\u8d56\u9879\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u7f16\u8bd1\u548c\u5b89\u88c5<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u4f9d\u8d56\u9879\u540e\uff0c\u7f16\u8bd1\u5e76\u5b89\u88c5Pandas\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python setup.py install<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u540c\u6837\u53ef\u4ee5\u901a\u8fc7\u5bfc\u5165Pandas\u5e76\u8f93\u51fa\u7248\u672c\u53f7\u6765\u9a8c\u8bc1\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>print(pd.__version__)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848<\/h3>\n<\/p>\n<p><h4>1\u3001\u7248\u672c\u517c\u5bb9\u6027\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5Pandas\u65f6\uff0c\u9700\u8981\u6ce8\u610fPython\u7248\u672c\u4e0ePandas\u7248\u672c\u7684\u517c\u5bb9\u6027\u3002\u4e0d\u540c\u7248\u672c\u7684Pandas\u53ef\u80fd\u8981\u6c42\u4e0d\u540c\u7248\u672c\u7684Python\u3002\u5982\u679c\u9047\u5230\u7248\u672c\u517c\u5bb9\u6027\u95ee\u9898\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u6307\u5b9a\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684Pandas\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas==1.1.5<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u7f51\u7edc\u8fde\u63a5\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u5728\u4f7f\u7528pip\u5b89\u88c5\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u7f51\u7edc\u8fde\u63a5\u95ee\u9898\uff0c\u4f8b\u5982\u8d85\u65f6\u6216\u65e0\u6cd5\u8fde\u63a5\u3002\u8fd9\u65f6\u53ef\u4ee5\u5c1d\u8bd5\u4f7f\u7528\u56fd\u5185\u955c\u50cf\u6e90\uff0c\u6216\u8005\u76f4\u63a5\u4e0b\u8f7dwhl\u6587\u4ef6\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas-1.1.5-cp38-cp38-win_amd64.whl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u6743\u9650\u95ee\u9898<\/h4>\n<\/p>\n<p><p>\u5728Windows\u7cfb\u7edf\u4e2d\uff0c\u6709\u65f6\u9700\u8981\u4f7f\u7528\u7ba1\u7406\u5458\u6743\u9650\u8fd0\u884c\u547d\u4ee4\u63d0\u793a\u7b26\u3002\u53ef\u4ee5\u53f3\u952e\u70b9\u51fb\u547d\u4ee4\u63d0\u793a\u7b26\u56fe\u6807\uff0c\u9009\u62e9\u201c\u4ee5\u7ba1\u7406\u5458\u8eab\u4efd\u8fd0\u884c\u201d\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001Pandas\u7684\u57fa\u672c\u4f7f\u7528<\/h3>\n<\/p>\n<p><h4>1\u3001\u5bfc\u5165Pandas<\/h4>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u5b8c\u6210Pandas\u540e\uff0c\u9996\u5148\u9700\u8981\u5728Python\u4e2d\u5bfc\u5165Pandas\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u521b\u5efa\u6570\u636e\u7ed3\u6784<\/h4>\n<\/p>\n<p><p>Pandas\u4e3b\u8981\u6709\u4e24\u79cd\u6570\u636e\u7ed3\u6784\uff1aSeries\u548cDataFrame\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>Series<\/strong>\uff1a\u7c7b\u4f3c\u4e8e\u4e00\u7ef4\u6570\u7ec4\uff0c\u53ef\u4ee5\u5b58\u50a8\u4efb\u610f\u6570\u636e\u7c7b\u578b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">s = pd.Series([1, 2, 3, 4, 5])<\/p>\n<p>print(s)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>DataFrame<\/strong>\uff1a\u7c7b\u4f3c\u4e8e\u4e8c\u7ef4\u8868\u683c\uff0c\u53ef\u4ee5\u5b58\u50a8\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">data = {&#39;Name&#39;: [&#39;Alice&#39;, &#39;Bob&#39;, &#39;Charlie&#39;], &#39;Age&#39;: [25, 30, 35]}<\/p>\n<p>df = pd.DataFrame(data)<\/p>\n<p>print(df)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<p><h4>3\u3001\u6570\u636e\u64cd\u4f5c<\/h4>\n<\/p>\n<p><p>Pandas\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u64cd\u4f5c\u529f\u80fd\uff0c\u4f8b\u5982\u6570\u636e\u9009\u62e9\u3001\u8fc7\u6ee4\u3001\u5206\u7ec4\u3001\u805a\u5408\u7b49\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u6570\u636e\u9009\u62e9<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">print(df[&#39;Name&#39;])  # \u9009\u62e9\u5355\u5217<\/p>\n<p>print(df[[&#39;Name&#39;, &#39;Age&#39;]])  # \u9009\u62e9\u591a\u5217<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u8fc7\u6ee4<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">print(df[df[&#39;Age&#39;] &gt; 30])  # \u8fc7\u6ee4\u5e74\u9f84\u5927\u4e8e30\u7684\u6570\u636e<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u5206\u7ec4<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">grouped = df.groupby(&#39;Age&#39;)<\/p>\n<p>print(grouped.mean())  # \u6309\u5e74\u9f84\u5206\u7ec4\u5e76\u8ba1\u7b97\u5e73\u5747\u503c<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u805a\u5408<\/strong>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">print(df.agg({&#39;Age&#39;: [&#39;mean&#39;, &#39;max&#39;]}))  # \u8ba1\u7b97\u5e74\u9f84\u7684\u5e73\u5747\u503c\u548c\u6700\u5927\u503c<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u516d\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5728Python\u73af\u5883\u4e2d\u5b89\u88c5Pandas\u5e93\uff0c\u5e76\u638c\u63e1\u5176\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u3002<strong>\u4f7f\u7528pip\u5b89\u88c5\u6700\u4e3a\u4fbf\u6377\u3001\u4f7f\u7528Anaconda\u53ef\u4ee5\u66f4\u597d\u5730\u7ba1\u7406\u73af\u5883\u3001\u4ece\u6e90\u7801\u5b89\u88c5\u9002\u5408\u9ad8\u7ea7\u7528\u6237<\/strong>\u3002\u5728\u5b89\u88c5\u8fc7\u7a0b\u4e2d\uff0c\u9700\u6ce8\u610fPython\u7248\u672c\u4e0ePandas\u7248\u672c\u7684\u517c\u5bb9\u6027\uff0c\u5e76\u5584\u4e8e\u5229\u7528\u56fd\u5185\u955c\u50cf\u6e90\u548c\u7ba1\u7406\u5458\u6743\u9650\u89e3\u51b3\u5b89\u88c5\u4e2d\u7684\u95ee\u9898\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528Pandas\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u529f\u80fd\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u64cd\u4f5c\uff0c\u4e3a\u6570\u636e\u79d1\u5b66\u3001<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u7b49\u9886\u57df\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u786e\u8ba4\u662f\u5426\u5df2\u5b89\u88c5pandas\u5e93\uff1f<\/strong><br \/>\u5728\u4f60\u7684\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u4e2d\u8f93\u5165 <code>pip show pandas<\/code>\u3002\u5982\u679c\u5df2\u5b89\u88c5\uff0c\u4f1a\u663e\u793a\u51fapandas\u7684\u7248\u672c\u4fe1\u606f\u548c\u5b89\u88c5\u4f4d\u7f6e\u3002\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u4f60\u5c06\u4e0d\u4f1a\u770b\u5230\u4efb\u4f55\u8f93\u51fa\u3002<\/p>\n<p><strong>\u6211\u8be5\u9009\u62e9\u4f7f\u7528pip\u8fd8\u662fconda\u6765\u5b89\u88c5pandas\u5e93\uff1f<\/strong><br \/>\u9009\u62e9\u4f7f\u7528pip\u8fd8\u662fconda\u4e3b\u8981\u53d6\u51b3\u4e8e\u4f60\u7684Python\u73af\u5883\u3002\u5982\u679c\u4f60\u4f7f\u7528Anaconda\u7ba1\u7406\u4f60\u7684\u73af\u5883\uff0c\u4f7f\u7528conda\u5b89\u88c5pandas\u4f1a\u66f4\u7b80\u5355\uff0c\u56e0\u4e3a\u5b83\u4f1a\u81ea\u52a8\u5904\u7406\u4f9d\u8d56\u5173\u7cfb\u3002\u82e5\u4f60\u4f7f\u7528\u7684\u662f\u6807\u51c6\u7684Python\u5b89\u88c5\uff0cpip\u662f\u5408\u9002\u7684\u9009\u62e9\u3002<\/p>\n<p><strong>\u5728\u5b89\u88c5pandas\u65f6\u9047\u5230\u9519\u8bef\uff0c\u5e94\u8be5\u5982\u4f55\u89e3\u51b3\uff1f<\/strong><br \/>\u5e38\u89c1\u95ee\u9898\u5305\u62ec\u7f51\u7edc\u8fde\u63a5\u95ee\u9898\u6216\u6743\u9650\u4e0d\u8db3\u3002\u786e\u4fdd\u4f60\u6709\u7a33\u5b9a\u7684\u7f51\u7edc\u8fde\u63a5\uff0c\u5e76\u5c1d\u8bd5\u4f7f\u7528\u7ba1\u7406\u5458\u6743\u9650\u8fd0\u884c\u547d\u4ee4\u3002\u5982\u679c\u4f9d\u7136\u65e0\u6cd5\u89e3\u51b3\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u5728\u547d\u4ee4\u4e2d\u6dfb\u52a0 <code>--user<\/code> \u9009\u9879\uff0c\u6216\u68c0\u67e5\u4f60\u7684Python\u548cpip\u7248\u672c\u662f\u5426\u517c\u5bb9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5982\u4f55\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93Pandas Python\u5b89\u88c5\u7b2c\u4e09\u65b9\u5e93Pandas\u7684\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\uff1a\u4f7f\u7528pip\u5b89\u88c5\u3001 [&hellip;]","protected":false},"author":3,"featured_media":1134069,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1134053"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1134053"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1134053\/revisions"}],"predecessor-version":[{"id":1134071,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1134053\/revisions\/1134071"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1134069"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1134053"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1134053"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1134053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}