{"id":1067,"date":"2026-06-15T18:24:38","date_gmt":"2026-06-15T18:24:38","guid":{"rendered":"https:\/\/blog.nimail.cn\/?p=1067"},"modified":"2026-06-15T18:24:38","modified_gmt":"2026-06-15T18:24:38","slug":"%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90%e6%8e%92%e7%89%88-excel%e8%bd%ac%e5%9b%be%e8%a1%a8%e4%b8%8ecsv%e8%bd%ac%e5%9b%be%e8%a1%a8%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/blog.nimail.cn\/best-articles\/%e5%91%8a%e5%88%ab%e7%b9%81%e7%90%90%e6%8e%92%e7%89%88-excel%e8%bd%ac%e5%9b%be%e8%a1%a8%e4%b8%8ecsv%e8%bd%ac%e5%9b%be%e8%a1%a8%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u544a\u522b\u7e41\u7410\u6392\u7248\uff01Excel\u8f6c\u56fe\u8868\u4e0eCSV\u8f6c\u56fe\u8868\u5b9e\u6218\u6307\u5357"},"content":{"rendered":"

\u6570\u636e\u4ea4\u4ed8\u524d\u7684\u6700\u540e\u4e00\u6b65<\/h2>\n

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\u5f00\u53d1\u8005\u7684\u76f4\u89c9\u544a\u8bc9\u6211\uff1a<\/strong>\u91cd\u590d\u9020\u8f6e\u5b50\u4e0d\u5982\u5584\u7528\u73b0\u6210\u7684\u5728\u7ebf\u56fe\u8868\u751f\u6210\u5668<\/strong>\u3002\u5c24\u5176\u662f\u9762\u5bf9\u5927\u91cf\u7ed3\u6784\u5316\u7684\u5728\u7ebf\u6570\u636e\u56fe\u8868<\/strong>\u9700\u6c42\u65f6\uff0c\u76f4\u63a5\u62d6\u62fd\u4e0a\u4f20\u6bd4\u624b\u5199\u6e32\u67d3\u914d\u7f6e\u5feb\u5f97\u591a\u3002<\/div>\n

\u4ece\u8868\u683c\u5230\u56fe\u5f62\u7684\u65e0\u7f1d\u8f6c\u6362<\/h3>\n

\u5f88\u591a\u4eba\u5bf9Excel\u8f6c\u56fe\u8868<\/strong>\u7684\u7406\u89e3\u8fd8\u505c\u7559\u5728\u201c\u63d2\u5165-\u9009\u62e9\u7c7b\u578b\u201d\u7684\u8001\u5957\u8def\u91cc\u3002\u5176\u5b9e\u73b0\u5728\u7684\u5de5\u5177\u5e95\u5c42\u5df2\u7ecf\u505a\u4e86\u5f88\u591a\u9002\u914d\u3002\u6bd4\u5982\u6211\u4eec\u5bfc\u5165\u4e00\u4efd\u5e26\u65f6\u95f4\u5e8f\u5217\u7684CSV\u6587\u4ef6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8bc6\u522b\u6570\u503c\u5217\u548c\u5206\u7c7b\u5217\u3002\u8fd9\u65f6\u5019\u4f60\u53ea\u9700\u8981\u5728\u4fa7\u8fb9\u680f\u52fe\u9009\u60f3\u8981\u5448\u73b0\u7684\u7ef4\u5ea6\uff0c\u5de5\u5177\u5c31\u80fd\u77ac\u95f4\u751f\u6210\u6807\u51c6\u7684Excel\u67f1\u5f62\u56fe<\/strong>\u6216Excel\u7ebf\u6027\u56fe<\/strong>\u3002\u5982\u679c\u662f\u8981\u770b\u5360\u6bd4\u5173\u7cfb\uff0c\u5207\u6362\u6210Excel\u997c\u56fe<\/strong>\u4e5f\u53ea\u9700\u8981\u4e00\u6b21\u70b9\u51fb\u3002<\/p>\n

\u5bf9\u4e8eCSV\u8f6c\u56fe\u8868<\/strong>\u7684\u573a\u666f\uff0c\u517c\u5bb9\u6027\u662f\u91cd\u4e2d\u4e4b\u91cd\u3002\u6211\u5b9e\u6d4b\u8fc7\u5bfc\u51fa\u7684UTF-8\u7f16\u7801\u6587\u4ef6\uff0c\u8fde\u4e2d\u6587\u8868\u5934\u90fd\u4e0d\u4f1a\u4e71\u7801\u3002\u6574\u4e2a\u6d41\u7a0b\u5176\u5b9e\u5c31\u662f\u628a\u51b7\u51b0\u51b0\u7684\u884c\u5217\u6570\u636e\uff0c\u901a\u8fc7\u7b97\u6cd5\u6620\u5c04\u6210\u76f4\u89c2\u7684\u89c6\u89c9\u5143\u7d20\u3002\u4e0b\u9762\u8fd9\u5f20\u5bf9\u6bd4\u8868\u80fd\u76f4\u89c2\u770b\u5230\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u63a8\u8350\u65b9\u6848\uff1a<\/p>\n

\n\n\n\n\n\n\n\n
\u6570\u636e\u7c7b\u578b<\/th>\n\u63a8\u8350\u56fe\u8868<\/th>\n\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n
\u540c\u6bd4\/\u73af\u6bd4\u6307\u6807<\/td>\nExcel\u67f1\u5f62\u56fe<\/span><\/td>\n\u591a\u7ec4\u6570\u636e\u6a2a\u5411\u5bf9\u6bd4<\/td>\n<\/tr>\n
\u8d8b\u52bf\u53d8\u5316\u5206\u6790<\/td>\nExcel\u7ebf\u6027\u56fe<\/span><\/td>\n\u65f6\u95f4\u8f74\u4e0a\u7684\u6ce2\u52a8\u8ffd\u8e2a<\/td>\n<\/tr>\n
\u5e02\u573a\u4efd\u989d\u5360\u6bd4<\/td>\nExcel\u997c\u56fe<\/span><\/td>\n\u6574\u4f53\u4e0e\u5c40\u90e8\u7684\u6bd4\u4f8b\u5173\u7cfb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

\u672c\u5730\u811a\u672c\u4e0e\u5728\u7ebf\u5de5\u5177\u7684\u53d6\u820d<\/h3>\n

\u867d\u7136\u7528Python\u7684matplotlib\u6216\u8005seaborn\u5e93\u4e5f\u80fd\u8dd1\u901a\u8868\u683c\u751f\u6210\u56fe\u8868<\/strong>\u7684\u6d41\u7a0b\uff0c\u4f46\u90a3\u4e9b\u52a8\u8f84\u51e0\u5341\u884c\u7684\u914d\u7f6e\u4ee3\u7801\uff0c\u5728\u7d27\u6025\u4ea4\u4ed8\u9762\u524d\u786e\u5b9e\u663e\u5f97\u7b28\u91cd\u3002\u7ebf\u4e0a\u5e73\u53f0\u7684\u4f18\u52bf\u5728\u4e8e\u5f00\u7bb1\u5373\u7528\uff0c\u4e0d\u9700\u8981\u7ba1\u73af\u5883\u4f9d\u8d56\u3002\u4e0d\u8fc7\uff0c\u5982\u679c\u4f60\u8ffd\u6c42\u6279\u91cf\u81ea\u52a8\u5316\uff0c\u4e5f\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u8fd9\u6bb5\u8f7b\u91cf\u7ea7\u7684\u5904\u7406\u601d\u8def\uff1a<\/p>\n

\n
\n
# \u4ec5\u4f5c\u903b\u8f91\u793a\u610f\uff0c\u5b9e\u9645\u751f\u4ea7\u5efa\u8bae\u7ed3\u5408pandas+plotly\nimport pandas as pd\nimport plotly.express as px\n\n# \u8bfb\u53d6\u539f\u59cb\u6570\u636e\ndf = pd.read_csv('sales_data.csv')\n\n# \u52a8\u6001\u5224\u65ad\u5e76\u751f\u6210\u5bf9\u5e94\u56fe\u5f62\nif df['category'].nunique() > 5:\n    fig = px.bar(df, x='category', y='revenue', title='\u6708\u5ea6\u9500\u552e\u6392\u884c')\nelse:\n    fig = px.pie(df, values='revenue', names='category', title='\u6e20\u9053\u5360\u6bd4\u5206\u5e03')\n\nfig.show()<\/code><\/pre>\n<\/div>\n<\/div>\n
\u4f60\u770b\uff0c\u6838\u5fc3\u903b\u8f91\u65e0\u975e\u662f\u6570\u636e\u6e05\u6d17\u52a0\u6e32\u67d3\u5f15\u64ce\u8c03\u7528\u3002\u4f46\u5728\u65e5\u5e38\u5de5\u4f5c\u4e2d\uff0cExcel\u8f6c\u56fe\u8868<\/strong>\u548cCSV\u8f6c\u56fe\u8868<\/strong>\u8fd9\u7c7b\u9ad8\u9891\u521a\u9700\uff0c\u4ea4\u7ed9\u4e13\u95e8\u7684\u5728\u7ebf\u56fe\u8868\u751f\u6210\u5668<\/strong>\u5904\u7406\u53cd\u800c\u66f4\u7701\u5fc3\u3002\u4e0d\u7528\u7ef4\u62a4\u865a\u62df\u73af\u5883\uff0c\u4e0d\u7528\u62c5\u5fc3\u5b57\u4f53\u7f3a\u5931\uff0c\u70b9\u51e0\u4e0b\u9f20\u6807\u5c31\u80fd\u5bfc\u51fa\u9ad8\u6e05PNG\u6216SVG\u3002\u5bf9\u4e8e\u54b1\u4eec\u8fd9\u79cd\u7ecf\u5e38\u8981\u5728\u4f1a\u8bae\u5ba4\u6295\u5c4f\u6216\u8005\u7ed9\u5ba2\u6237\u53d1\u62a5\u544a\u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u6548\u7387\u5c31\u662f\u751f\u4ea7\u529b\u3002\u628a\u7cbe\u529b\u7559\u7ed9\u771f\u6b63\u7684\u67b6\u6784\u8bbe\u8ba1\uff0c\u5269\u4e0b\u7684\u4ea4\u7ed9\u5de5\u5177\u94fe\u53bb\u8dd1\uff0c\u8fd9\u624d\u662f\u73b0\u4ee3\u5f00\u53d1\u8be5\u6709\u7684\u8282\u594f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u8fd8\u5728\u4e3a\u624b\u52a8\u8c03\u6574\u62a5\u8868\u5934\u75bc\uff1f\u672c\u6587\u6df1\u5165\u89e3\u6790\u5982\u4f55\u901a\u8fc7\u5728\u7ebf\u5de5\u5177\u5b9e\u73b0\u9ad8\u6548\u7684\u6570\u636e\u53ef\u89c6\u5316\u3002\u7ed3\u5408\u771f\u5b9e\u5de5\u4f5c\u6d41\u4e0e\u4ee3\u7801\u793a\u4f8b\uff0c\u5e26\u4f60\u8f7b\u677e\u638c\u63e1Excel\u8f6c\u56fe\u8868\u4e0eCSV\u8f6c\u56fe\u8868\u7684\u6838\u5fc3\u6280\u5de7\uff0c\u5feb\u901f\u8f93\u51fa\u4e13\u4e1a\u7684Excel\u67f1\u5f62\u56fe\u3001\u7ebf\u6027\u56fe\u4e0e\u997c\u56fe\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[382,383,368],"class_list":["post-1067","post","type-post","status-publish","format-standard","hentry","category-best-articles","tag-csv","tag-excel","tag-368"],"yoast_head":"\n\u544a\u522b\u7e41\u7410\u6392\u7248\uff01Excel\u8f6c\u56fe\u8868\u4e0eCSV\u8f6c\u56fe\u8868\u5b9e\u6218\u6307\u5357 - 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