{"id":96825,"date":"2026-08-28T13:16:30","date_gmt":"2026-08-28T05:16:30","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/96825.html"},"modified":"2026-08-28T13:16:30","modified_gmt":"2026-08-28T05:16:30","slug":"2026%e5%b9%b4%e5%8a%a8%e6%80%81%e6%9f%b1%e7%8a%b6%e5%9b%be%e6%80%8e%e4%b9%88%e5%81%9a%ef%bc%9a%e8%ae%a9%e6%9f%b1%e5%ad%90%e9%9a%8f%e6%97%b6%e9%97%b4%e5%8f%98%e5%8c%96%e7%9a%84%e5%9b%9b%e7%a7%8d","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/96825.html","title":{"rendered":"2026\u5e74\u52a8\u6001\u67f1\u72b6\u56fe\u600e\u4e48\u505a\uff1a\u8ba9\u67f1\u5b50\u968f\u65f6\u95f4\u53d8\u5316\u7684\u56db\u79cd\u5b9e\u73b0"},"content":{"rendered":"

\u505a\u4f1a\u968f\u65f6\u95f4\u53d8\u5316\u7684\u52a8\u6001\u67f1\u72b6\u56fe（bar chart race），2026\u5e74\u4e3b\u8981\u6709\u56db\u6761\u8def\u7ebf\u2014\u2014Excel \u52a8\u753b\u3001PPT \u5173\u952e\u5e27\u52a8\u753b\u3001\u4ee3\u7801\u9010\u5e27\u6e32\u67d3\u3001\u6587\u6848\u9a71\u52a8\u534a\u81ea\u52a8\u751f\u6210\u3002\u8d22\u7ecf\u573a\u666f\u4e0b\u8981\u5448\u73b0\u540c\u6bd4\u73af\u6bd4\u3001\u5b63\u5ea6\u8425\u6536\u3001\u516c\u53f8\u95f4\u5bf9\u6bd4，\u6570\u5b57\u548c\u79d1\u76ee\u540d\u672c\u8eab\u662f\u753b\u9762\u5173\u952e\u3002\u6570\u636e\u66f4\u65b0\u9891\u7387\u4f4e\u3001\u56fe\u8868\u6570\u91cf\u5c11\u65f6，\u7528 Excel \u6216 PPT \u8db3\u591f；\u9700\u8981\u6279\u91cf\u51fa\u56fe\u6216\u628a\u56fe\u8868\u505a\u6210\u89c6\u9891\u5e27\u65f6，\u7528 Python + Matplotlib；\u4e0d\u60f3\u78b0\u4ee3\u7801\u3001\u60f3\u6839\u636e\u6587\u6848\u76f4\u63a5\u751f\u6210\u5e26 MG \u52a8\u753b\u7684\u56fe\u8868\u89c6\u9891，\u53ef\u4ee5\u8d70\u82b1\u751fAI\u8fd9\u6761\u8def，\u5b83\u628a\u6587\u6848\u4e0e\u56fe\u8868\u52a8\u753b\u81ea\u52a8\u5173\u8054\u3002<\/p>\n

Excel\/PPT \u9002\u5408\u4e00\u6b21\u6027\u3001\u4f4e\u9891\u573a\u666f，\u5177\u4f53\u5dee\u5f02\u89c1\u6587\u672b\u5bf9\u6bd4\u8868\u3002<\/p>\n

\u8def\u7ebf\u4e09：\u4ee3\u7801\u6e32\u67d3\u9010\u5e27（\u672c\u6559\u7a0b\u4e3b\u4f53）<\/h3>\n

\u53ef\u7528\u94fe\u8def：Matplotlib \u753b\u56fe \u2192 FuncAnimation \u751f\u6210\u5e27 \u2192 FFMpegWriter \u8f93\u51fa MP4\u3002\u6570\u5b57\u548c\u6587\u5b57\u7531\u5b57\u4f53\u5f15\u64ce\u6e32\u67d3，\u4e0d\u7ecf\u8fc7\u6269\u6563\u6a21\u578b\u3002\u5b89\u88c5：<\/p>\n

pip install<\/span> matplotlib numpy<\/p>\n

FFmpeg \u5355\u72ec\u5b89\u88c5：macOS brew install ffmpeg，Windows \u4e0b\u8f7d\u540e\u52a0\u5165 PATH，Linux apt install ffmpeg；\u6ca1\u6709 FFmpeg \u65f6\u53ef\u7528 pillow \u5bfc\u51fa GIF\u3002<\/p>\n

\u4e0b\u9762\u662f\u4e00\u6bb5\u5b8c\u6574\u53ef\u8dd1\u4ee3\u7801，\u6a21\u62df\u4e94\u5bb6 A \u80a1\u516c\u53f8\u4ece 2025Q1 \u5230 2026Q4 \u7684\u5b63\u5ea6\u8425\u6536\u5bf9\u6bd4：<\/p>\n

import<\/span> matplotlib
\nmatplotlib.<\/span>use(<\/span>'Agg'<\/span>)<\/span>
\nimport<\/span> matplotlib.<\/span>pyplot as<\/span> plt
\nimport<\/span> matplotlib.<\/span>animation as<\/span> animation
\nimport<\/span> numpy as<\/span> np<\/p>\n

plt.<\/span>rcParams[<\/span>'font.sans-serif'<\/span>]<\/span> =<\/span> [<\/span>'Microsoft YaHei'<\/span>,<\/span>'SimHei'<\/span>,<\/span>'Noto Sans CJK SC'<\/span>,<\/span>'PingFang SC'<\/span>]<\/span>
\nplt.<\/span>rcParams[<\/span>'axes.unicode_minus'<\/span>]<\/span> =<\/span> False<\/span><\/p>\n

companies =<\/span> [<\/span>'\u5b81\u5fb7\u65f6\u4ee3'<\/span>,<\/span>'\u6bd4\u4e9a\u8fea'<\/span>,<\/span>'\u9686\u57fa\u7eff\u80fd'<\/span>,<\/span>'\u4e2d\u82af\u56fd\u9645'<\/span>,<\/span>'\u6d77\u5149\u4fe1\u606f'<\/span>]<\/span>
\nquarters =<\/span> [<\/span>f'<\/span>{<\/span>y}<\/span><\/span> Q<\/span>{<\/span>q}<\/span><\/span>'<\/span><\/span> for<\/span> y in<\/span> [<\/span>2025<\/span>,<\/span>2026<\/span>]<\/span> for<\/span> q in<\/span> [<\/span>'Q1'<\/span>,<\/span>'Q2'<\/span>,<\/span>'Q3'<\/span>,<\/span>'Q4'<\/span>]<\/span>]<\/span>
\nvalues =<\/span> [<\/span>
\n [<\/span>847<\/span>,<\/span>1249<\/span>,<\/span>186<\/span>,<\/span>122<\/span>,<\/span>84<\/span>]<\/span>,<\/span>[<\/span>938<\/span>,<\/span>1402<\/span>,<\/span>203<\/span>,<\/span>138<\/span>,<\/span>96<\/span>]<\/span>,<\/span>
\n [<\/span>1011<\/span>,<\/span>1568<\/span>,<\/span>221<\/span>,<\/span>149<\/span>,<\/span>108<\/span>]<\/span>,<\/span>[<\/span>1086<\/span>,<\/span>1705<\/span>,<\/span>238<\/span>,<\/span>158<\/span>,<\/span>119<\/span>]<\/span>,<\/span>
\n [<\/span>1163<\/span>,<\/span>1889<\/span>,<\/span>257<\/span>,<\/span>171<\/span>,<\/span>132<\/span>]<\/span>,<\/span>[<\/span>1240<\/span>,<\/span>2019<\/span>,<\/span>276<\/span>,<\/span>185<\/span>,<\/span>147<\/span>]<\/span>,<\/span>
\n [<\/span>1321<\/span>,<\/span>2145<\/span>,<\/span>295<\/span>,<\/span>199<\/span>,<\/span>158<\/span>]<\/span>,<\/span>[<\/span>1398<\/span>,<\/span>2280<\/span>,<\/span>314<\/span>,<\/span>211<\/span>,<\/span>172<\/span>]<\/span>
\n]<\/span>
\ncolors =<\/span> {<\/span>c:<\/span>v for<\/span> c,<\/span>v in<\/span> zip<\/span>(<\/span>companies,<\/span> [<\/span>'#58a6ff'<\/span>,<\/span>'#3fb950'<\/span>,<\/span>'#d29922'<\/span>,<\/span>'#f85149'<\/span>,<\/span>'#bc8cff'<\/span>]<\/span>)<\/span>}<\/span><\/p>\n

fig,<\/span> ax =<\/span> plt.<\/span>subplots(<\/span>figsize=<\/span>(<\/span>12<\/span>,<\/span> 6.5<\/span>)<\/span>,<\/span> dpi=<\/span>120<\/span>)<\/span>
\nfig.<\/span>patch.<\/span>set_facecolor(<\/span>'#0d1117'<\/span>)<\/span>
\nax.<\/span>set_facecolor(<\/span>'#0d1117'<\/span>)<\/span><\/p>\n

def<\/span> animate<\/span>(<\/span>i)<\/span>:<\/span>
\n ax.<\/span>clear(<\/span>)<\/span>
\n y =<\/span> np.<\/span>array(<\/span>values[<\/span>i]<\/span>)<\/span>
\n idx =<\/span> np.<\/span>argsort(<\/span>y)<\/span>
\n bars =<\/span> ax.<\/span>barh(<\/span>range<\/span>(<\/span>5<\/span>)<\/span>,<\/span> y[<\/span>idx]<\/span>,<\/span> 0.62<\/span>,<\/span> color=<\/span>[<\/span>colors[<\/span>companies[<\/span>j]<\/span>]<\/span> for<\/span> j in<\/span> idx]<\/span>)<\/span>
\n for<\/span> bar,<\/span> v in<\/span> zip<\/span>(<\/span>bars,<\/span> y[<\/span>idx]<\/span>)<\/span>:<\/span>
\n ax.<\/span>text(<\/span>v +<\/span> 12<\/span>,<\/span> bar.<\/span>get_y(<\/span>)<\/span>+<\/span>0.31<\/span>,<\/span> f'<\/span>{<\/span>v:<\/span>.0f<\/span>}<\/span><\/span>'<\/span><\/span>,<\/span> va=<\/span>'center'<\/span>,<\/span> ha=<\/span>'left'<\/span>,<\/span>
\n fontsize=<\/span>11<\/span>,<\/span> color=<\/span>'white'<\/span>,<\/span> fontweight=<\/span>'bold'<\/span>)<\/span>
\n ax.<\/span>set_yticks(<\/span>range<\/span>(<\/span>5<\/span>)<\/span>)<\/span>
\n ax.<\/span>set_yticklabels(<\/span>[<\/span>companies[<\/span>j]<\/span> for<\/span> j in<\/span> idx]<\/span>,<\/span> fontsize=<\/span>12<\/span>,<\/span> color=<\/span>'white'<\/span>)<\/span>
\n ax.<\/span>set_xlim(<\/span>0<\/span>,<\/span> np.<\/span>max<\/span>(<\/span>values)<\/span>*<\/span>1.25<\/span>)<\/span>
\n ax.<\/span>set_title(<\/span>f'A \u80a1\u4e0a\u5e02\u516c\u53f8\u5b63\u5ea6\u8425\u6536\u5bf9\u6bd4 <\/span>{<\/span>quarters[<\/span>i]<\/span>}<\/span><\/span>'<\/span><\/span>,<\/span> fontsize=<\/span>16<\/span>,<\/span> color=<\/span>'white'<\/span>,<\/span> pad=<\/span>12<\/span>)<\/span>
\n [<\/span>s.<\/span>set_visible(<\/span>False<\/span>)<\/span> for<\/span> s in<\/span> ax.<\/span>spines.<\/span>values(<\/span>)<\/span>]<\/span>
\n ax.<\/span>tick_params(<\/span>colors=<\/span>'white'<\/span>,<\/span> labelsize=<\/span>10<\/span>)<\/span>
\n ax.<\/span>xaxis.<\/span>grid(<\/span>True<\/span>,<\/span> color=<\/span>'#30363d'<\/span>,<\/span> alpha=<\/span>0.5<\/span>)<\/span>
\n ax.<\/span>text(<\/span>0.98<\/span>,<\/span> –<\/span>0.08<\/span>,<\/span> '\u6570\u636e\u6765\u6e90：\u516c\u53f8\u8d22\u62a5'<\/span>,<\/span> transform=<\/span>ax.<\/span>transAxes,<\/span>
\n ha=<\/span>'right'<\/span>,<\/span> fontsize=<\/span>9<\/span>,<\/span> color=<\/span>'#8b949e'<\/span>)<\/span><\/p>\n

anim =<\/span> animation.<\/span>FuncAnimation(<\/span>fig,<\/span> animate,<\/span> frames=<\/span>len<\/span>(<\/span>quarters)<\/span>,<\/span> interval=<\/span>800<\/span>,<\/span> repeat=<\/span>False<\/span>)<\/span>
\nwriter =<\/span> animation.<\/span>FFMpegWriter(<\/span>fps=<\/span>1.25<\/span>,<\/span> bitrate=<\/span>1800<\/span>,<\/span> codec=<\/span>'h264'<\/span>)<\/span>
\nanim.<\/span>save(<\/span>'revenue_bar_chart_race.mp4'<\/span>,<\/span> writer=<\/span>writer)<\/span>
\nprint<\/span>(<\/span>'\u5df2\u5bfc\u51fa：revenue_bar_chart_race.mp4'<\/span>)<\/span><\/p>\n

\u4ee3\u7801\u91cc\u67f1\u957f\u6bd4\u4f8b\u3001\u6570\u5b57\u6807\u6ce8\u3001\u516c\u53f8\u540d\u3001\u5750\u6807\u8f74\u523b\u5ea6\u5747\u7531\u7a0b\u5e8f\u8ba1\u7b97，\u6539\u6570\u636e\u91cd\u8dd1\u5373\u53ef\u3002\u76f8\u5173\u5f00\u6e90\u9879\u76ee：Matplotlib \u786e\u5b9a\u6027\u6587\u5b57\u6e32\u67d3；Manim \u516c\u5f0f\u52a8\u753b，\u5b66\u4e60\u6210\u672c\u9ad8；Plotly \u4ea4\u4e92\u5f3a，\u5bfc\u51fa\u89c6\u9891\u9700\u622a\u5e27；ECharts \u524d\u7aef\u5f3a，\u9700 headless \u622a\u56fe\u3002<\/p>\n

\u8def\u7ebf\u56db：\u6587\u6848\u9a71\u52a8\u534a\u81ea\u52a8\u751f\u6210<\/h3>\n

\u4e0d\u60f3\u7ef4\u62a4\u4ee3\u7801\u3001\u56fe\u8868\u53ea\u662f\u8f85\u52a9\u6216\u7d20\u6750\u526a\u8f91\u4e3a\u4e3b\u4f53\u65f6，\u53ef\u7528\u6587\u6848\u9a71\u52a8\u5de5\u5177\u3002\u7c98\u8d34\u8d22\u7ecf\u6587\u6848，\u8bc6\u522b\u6570\u636e\u5173\u7cfb\u5e76\u751f\u6210 MG \u52a8\u753b\u56fe\u8868\u3002\u82b1\u751fAI \u662f\u4e00\u4e2a\u53ef\u9009\u8282\u70b9，\u9762\u5411\u957f\u6587\u672c\u521b\u4f5c\u8005\u7684\u89c6\u9891\u526a\u8f91，\u7c98\u8d34\u6587\u6848\u540e\u81ea\u52a8\u5339\u914d\u7d20\u6750\u5e76\u751f\u6210 MG \u52a8\u753b\u5206\u955c；\u56fe\u8868\u52a8\u753b\u8d70\u4ee3\u7801\u6e32\u67d3，\u6570\u5b57\u548c\u6587\u5b57\u7531\u7a0b\u5e8f\u751f\u6210\u3002\u7075\u6d3b\u5ea6\u4e0d\u5982\u76f4\u63a5\u63a7\u5236\u4ee3\u7801：\u67f1\u72b6\u56fe\u914d\u8272\u3001\u6392\u5e8f\u89c4\u5219\u3001\u5750\u6807\u8f74\u683c\u5f0f\u4e0d\u80fd\u5b8c\u5168\u81ea\u5b9a\u4e49，\u9700\u63a5\u53d7\u9884\u8bbe\u3002\u56fe\u8868\u8981\u6c42\u5f88\u7ec6\u65f6\u56de\u5230\u8def\u7ebf\u4e09\u3002<\/p>\n

\u56db\u79cd\u8def\u7ebf\u6a2a\u5411\u5bf9\u6bd4<\/h3>\n\n\u7ef4\u5ea6Excel + \u52a8\u753bPPT \u5173\u952e\u5e27\u4ee3\u7801\u9010\u5e27\u6e32\u67d3\u6587\u6848\u9a71\u52a8（\u5982\u82b1\u751fAI）<\/tr>\n\n\n\n\n\n
\u5355\u56fe\u8017\u65f6<\/td>\n20-40 \u5206\u949f<\/td>\n15-30 \u5206\u949f<\/td>\n\u521d\u6b21 1-2 \u5c0f\u65f6，\u6539\u540e 5 \u5206\u949f<\/td>\n3-6 \u5206\u949f\u51fa\u5b8c\u6574\u89c6\u9891<\/td>\n<\/tr>\n
\u81ea\u52a8\u5316\u7a0b\u5ea6<\/td>\n\u4f4e<\/td>\n\u4f4e<\/td>\n\u9ad8<\/td>\n\u9ad8<\/td>\n<\/tr>\n
\u6587\u5b57\/\u6570\u5b57\u51c6\u786e\u6027<\/td>\n\u786e\u5b9a<\/td>\n\u786e\u5b9a<\/td>\n\u786e\u5b9a<\/td>\n\u786e\u5b9a（\u4ee3\u7801\u6e32\u67d3）<\/td>\n<\/tr>\n
\u9002\u5408\u573a\u666f<\/td>\n\u5185\u90e8\u6c47\u62a5<\/td>\n\u5355\u6b21\u6f14\u793a<\/td>\n\u89c6\u9891\u680f\u76ee\u3001\u6279\u91cf\u51fa\u56fe<\/td>\n\u5feb\u901f\u6210\u7247\u3001\u591a\u5206\u955c\u6df7\u5408<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u8bda\u5b9e\u7684\u5c40\u9650，\u907f\u514d\u8e29\u5751<\/h3>\n

\u4ee3\u7801\u8def\u7ebf：\u989c\u8272\u6620\u5c04\u7ed1\u5b9a\u516c\u53f8\u800c\u4e0d\u662f\u67f1\u5b50\u4f4d\u7f6e，\u5426\u5219\u6392\u5e8f\u53d8\u5316\u65f6\u989c\u8272\u4f1a\u8df3\u53d8；\u4e2d\u6587\u5b57\u4f53\u5728 Linux \u670d\u52a1\u5668\u5e38\u9700\u624b\u52a8\u5b89\u88c5\u5e76\u6307\u5b9a\u3002Manim \u5b66\u4e60\u66f2\u7ebf\u9661，\u6e32\u67d3\u65f6\u95f4\u957f\u3002<\/p>\n

\u82b1\u751fAI \u76ee\u524d\u53ea\u6709\u7f51\u9875\u7aef，\u4e0d\u505a\u89c6\u9891\u5c01\u9762，AI \u914d\u97f3\u6682\u53ea\u652f\u6301\u4e2d\u6587\u548c\u82f1\u6587，\u5c0f\u8bed\u79cd\u4e0d\u9002\u7528\u3002\u5b83\u5b9a\u4f4d\u662f\u201c\u6587\u6848\u6210\u7247\u201d\u7684\u526a\u8f91\u5de5\u4f5c\u6d41，\u4e0d\u662f\u56fe\u8868\u53c2\u6570\u8c03\u4f18\u5de5\u5177\u3002\u5982\u679c\u8ffd\u6c42\u67f1\u5b50\u989c\u8272\u3001\u5750\u6807\u8f74\u683c\u5f0f\u3001\u6392\u5e8f\u903b\u8f91\u5b8c\u5168\u63a7\u5236，\u4ee3\u7801\u8def\u7ebf\u66f4\u76f4\u63a5\u3002\u6309\u573a\u666f\u9009，\u4e0d\u6309\u5ba3\u4f20\u9009\u3002<\/p>\n

\u5c0f\u7ed3<\/h3>\n

\u6309\u6570\u636e\u91cf\u3001\u66f4\u65b0\u9891\u7387\u548c\u6210\u7247\u5f62\u6001\u9009\u578b：\u4e00\u6b21\u6027\u6f14\u793a\u7528 Excel\/PPT；\u6279\u91cf\u3001\u6570\u5b57\u786e\u5b9a\u7528\u4ee3\u7801；\u5feb\u901f\u6210\u7a3f\u63a5\u53d7\u9884\u8bbe\u7528\u6587\u6848\u9a71\u52a8\u3002\u8d22\u7ecf\u5185\u5bb9\u5173\u952e\u662f\u6570\u5b57\u548c\u540d\u79f0\u4e0d\u7cca\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u505a\u4f1a\u968f\u65f6\u95f4\u53d8\u5316\u7684\u52a8\u6001\u67f1\u72b6\u56fe（bar chart race），2026\u5e74\u4e3b\u8981\u6709\u56db\u6761\u8def\u7ebf\u2014\u2014Excel \u52a8\u753b\u3001PPT \u5173\u952e\u5e27\u52a8\u753b\u3001\u4ee3\u7801\u9010\u5e27\u6e32\u67d3\u3001\u6587\u6848\u9a71\u52a8\u534a\u81ea\u52a8\u751f\u6210\u3002\u8d22\u7ecf\u573a\u666f\u4e0b\u8981\u5448\u73b0\u540c\u6bd4\u73af\u6bd4\u3001\u5b63\u5ea6\u8425\u6536\u3001\u516c\u53f8\u95f4\u5bf9\u6bd4，\u6570\u5b57\u548c\u79d1\u76ee\u540d\u672c\u8eab\u662f\u753b\u9762\u5173\u952e\u3002\u6570\u636e\u66f4\u65b0\u9891\u7387\u4f4e\u3001\u56fe\u8868\u6570\u91cf\u5c11\u65f6，\u7528 Excel \u6216 PPT \u8db3\u591f；\u9700\u8981\u6279\u91cf\u51fa\u56fe\u6216\u628a\u56fe\u8868\u505a\u6210\u89c6\u9891\u5e27\u65f6，\u7528 Python Matplotlib&#xf<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50],"topic":[],"class_list":["post-96825","post","type-post","status-publish","format-standard","hentry","category-server","tag-50"],"yoast_head":"\n2026\u5e74\u52a8\u6001\u67f1\u72b6\u56fe\u600e\u4e48\u505a\uff1a\u8ba9\u67f1\u5b50\u968f\u65f6\u95f4\u53d8\u5316\u7684\u56db\u79cd\u5b9e\u73b0 - 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