{"id":995498,"date":"2024-12-27T09:05:21","date_gmt":"2024-12-27T01:05:21","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/995498.html"},"modified":"2024-12-27T09:05:23","modified_gmt":"2024-12-27T01:05:23","slug":"%e5%9c%a8python%e5%a6%82%e4%bd%95%e5%ae%89%e8%a3%85wordcloud","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/995498.html","title":{"rendered":"\u5728python\u5982\u4f55\u5b89\u88c5wordcloud"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25072055\/d8d17a4b-1072-45a9-9a20-0c2118727e26.webp\" alt=\"\u5728python\u5982\u4f55\u5b89\u88c5wordcloud\" \/><\/p>\n<p><p> \u5728Python\u4e2d\u5b89\u88c5WordCloud\u5e93\u975e\u5e38\u7b80\u5355\uff0c\u901a\u5e38\u901a\u8fc7Python\u7684\u5305\u7ba1\u7406\u5de5\u5177pip\u6765\u5b8c\u6210\u3002<strong>\u5b89\u88c5WordCloud\u5e93\u7684\u6b65\u9aa4\u4e3b\u8981\u5305\u62ec\uff1a\u786e\u4fddPython\u73af\u5883\u5df2\u7ecf\u914d\u7f6e\u3001\u4f7f\u7528pip\u547d\u4ee4\u5b89\u88c5WordCloud\u3001\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002<\/strong>\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u786e\u4fddPython\u548cpip\u73af\u5883\u5df2\u7ecf\u914d\u7f6e<\/strong>\uff1a\u5728\u5f00\u59cb\u5b89\u88c5WordCloud\u4e4b\u524d\uff0c\u786e\u4fdd\u7cfb\u7edf\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u548cpip\u5de5\u5177\u3002\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165<code>python --version<\/code>\u548c<code>pip --version<\/code>\u6765\u68c0\u67e5\u3002\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u53ef\u4ee5\u4ecePython\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u5e76\u5b89\u88c5Python\uff0c\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u52fe\u9009\u6dfb\u52a0Python\u5230\u7cfb\u7edf\u8def\u5f84\u7684\u9009\u9879\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5b89\u88c5WordCloud\u5e93<\/strong>\uff1a\u6253\u5f00\u547d\u4ee4\u884c\u5de5\u5177\uff08Windows\u7528\u6237\u53ef\u4ee5\u4f7f\u7528CMD\u6216PowerShell\uff0cMac\u548cLinux\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u7ec8\u7aef\uff09\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5WordCloud\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install wordcloud<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u4ecePython\u5b98\u65b9\u7684\u5305\u7ba1\u7406\u5e93PyPI\u4e0b\u8f7d\u5e76\u5b89\u88c5WordCloud\u4ee5\u53ca\u6240\u9700\u7684\u4f9d\u8d56\u5e93\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u9a8c\u8bc1WordCloud\u5b89\u88c5\u662f\u5426\u6210\u529f<\/strong>\uff1a\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728Python\u4ea4\u4e92\u5f0f\u89e3\u91ca\u5668\u4e2d\u5bfc\u5165WordCloud\u6765\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u5165Python\u89e3\u91ca\u5668\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u7136\u540e\u5728Python\u63d0\u793a\u7b26\u4e0b\u8f93\u5165\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from wordcloud import WordCloud<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u6ca1\u6709\u51fa\u73b0\u9519\u8bef\u4fe1\u606f\uff0c\u8bf4\u660eWordCloud\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u6df1\u5165\u8ba8\u8bbaWordCloud\u7684\u5b89\u88c5\u6b65\u9aa4\u548c\u4f7f\u7528\u65b9\u6cd5\uff0c\u5305\u62ec\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848\u3001WordCloud\u7684\u57fa\u672c\u7528\u6cd5\u3001\u4ee5\u53ca\u5982\u4f55\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fdb\u884c\u5b89\u88c5\u548c\u914d\u7f6e\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u5b89\u88c5\u524d\u7684\u51c6\u5907\u5de5\u4f5c<\/p>\n<\/p>\n<p><p>\u5728\u5b89\u88c5WordCloud\u4e4b\u524d\uff0c\u786e\u4fdd\u60a8\u7684\u8ba1\u7b97\u673a\u4e0a\u5df2\u7ecf\u5b89\u88c5\u5e76\u914d\u7f6e\u597dPython\u73af\u5883\u3002Python\u662f\u4e00\u79cd\u5e7f\u6cdb\u4f7f\u7528\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u8bb8\u591a\u5f00\u53d1\u5de5\u5177\u548c\u5e94\u7528\u7a0b\u5e8f\u90fd\u4f9d\u8d56\u4e8e\u5b83\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u5b89\u88c5Python<\/strong>\uff1a\u5982\u679c\u60a8\u8fd8\u6ca1\u6709\u5b89\u88c5Python\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95eePython\u5b98\u65b9\u7f51\u7ad9\uff08<a href=\"https:\/\/www.python.org\/downloads\/%EF%BC%89%E4%B8%8B%E8%BD%BD%E9%80%82%E5%90%88%E6%82%A8%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9F%E7%9A%84%E7%89%88%E6%9C%AC%E3%80%82%E5%BB%BA%E8%AE%AE%E9%80%89%E6%8B%A9Python\">https:\/\/www.python.org\/downloads\/\uff09\u4e0b\u8f7d\u9002\u5408\u60a8\u64cd\u4f5c\u7cfb\u7edf\u7684\u7248\u672c\u3002\u5efa\u8bae\u9009\u62e9Python<\/a> 3.x\u7248\u672c\u3002\u4e0b\u8f7d\u540e\uff0c\u8fd0\u884c\u5b89\u88c5\u7a0b\u5e8f\u5e76\u786e\u4fdd\u52fe\u9009\u201cAdd Python to PATH\u201d\u9009\u9879\uff0c\u8fd9\u5c06\u5141\u8bb8\u60a8\u5728\u547d\u4ee4\u884c\u4e2d\u76f4\u63a5\u4f7f\u7528Python\u547d\u4ee4\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5b89\u88c5pip<\/strong>\uff1apip\u662fPython\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u5e38\u968fPython\u4e00\u8d77\u5b89\u88c5\u3002\u5982\u679c\u60a8\u5728\u5b89\u88c5Python\u65f6\u6ca1\u6709\u5b89\u88c5pip\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e0b\u8f7d\u201cget-pip.py\u201d\u811a\u672c\u5e76\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python get-pip.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u5c06\u4f1a\u81ea\u52a8\u5b89\u88c5\u548c\u914d\u7f6epip\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e8c\u3001\u4f7f\u7528pip\u5b89\u88c5WordCloud<\/p>\n<\/p>\n<p><p>\u5728\u786e\u4fddPython\u548cpip\u73af\u5883\u5df2\u7ecf\u914d\u7f6e\u597d\u7684\u524d\u63d0\u4e0b\uff0c\u63a5\u4e0b\u6765\u53ef\u4ee5\u4f7f\u7528pip\u5b89\u88c5WordCloud\u3002WordCloud\u662f\u4e00\u4e2a\u7528\u4e8e\u751f\u6210\u8bcd\u4e91\u56fe\u7684Python\u5e93\uff0c\u5b83\u4f9d\u8d56\u4e8e\u4e00\u4e9b\u5176\u4ed6\u7684Python\u5e93\uff08\u5982numpy\u3001pillow\u7b49\uff09\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u5b89\u88c5WordCloud<\/strong>\uff1a\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5WordCloud\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install wordcloud<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5WordCloud\u53ca\u5176\u6240\u9700\u7684\u6240\u6709\u4f9d\u8d56\u5e93\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u89e3\u51b3\u5b89\u88c5\u4e2d\u53ef\u80fd\u9047\u5230\u7684\u95ee\u9898<\/strong>\uff1a\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u60a8\u53ef\u80fd\u4f1a\u9047\u5230\u5b89\u88c5\u9519\u8bef\uff0c\u901a\u5e38\u662f\u7531\u4e8e\u7f3a\u5c11\u4e00\u4e9b\u7cfb\u7edf\u5e93\u6216\u914d\u7f6e\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u5728\u67d0\u4e9bLinux\u53d1\u884c\u7248\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u5b89\u88c5\u4e00\u4e9b\u56fe\u50cf\u5904\u7406\u5e93\uff0c\u5982libpng\u6216freetype\u3002<\/p>\n<\/p>\n<p><p>\u5728Ubuntu\u6216Debian\u7cfb\u7edf\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u8fd9\u4e9b\u4f9d\u8d56\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">sudo apt-get install python3-dev<\/p>\n<p>sudo apt-get install libfreetype6-dev<\/p>\n<p>sudo apt-get install libpng-dev<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u5b8c\u8fd9\u4e9b\u4f9d\u8d56\u5e93\u540e\uff0c\u518d\u6b21\u8fd0\u884c<code>pip install wordcloud<\/code>\u547d\u4ee4\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e09\u3001\u9a8c\u8bc1\u5b89\u88c5<\/p>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u901a\u8fc7\u5728Python\u4ea4\u4e92\u5f0f\u73af\u5883\u4e2d\u5bfc\u5165WordCloud\u6765\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u8fdb\u5165Python\u4ea4\u4e92\u5f0f\u89e3\u91ca\u5668<\/strong>\uff1a\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u5165Python\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5bfc\u5165WordCloud<\/strong>\uff1a\u5728Python\u63d0\u793a\u7b26\u4e0b\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from wordcloud import WordCloud<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u6ca1\u6709\u51fa\u73b0\u9519\u8bef\u4fe1\u606f\uff0c\u8bf4\u660eWordCloud\u5b89\u88c5\u6210\u529f\u3002\u5982\u679c\u51fa\u73b0\u9519\u8bef\uff0c\u8bf7\u68c0\u67e5\u524d\u9762\u7684\u5b89\u88c5\u6b65\u9aa4\u662f\u5426\u6b63\u786e\uff0c\u5e76\u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u5e93\u90fd\u5df2\u6b63\u786e\u5b89\u88c5\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u56db\u3001WordCloud\u7684\u57fa\u672c\u7528\u6cd5<\/p>\n<\/p>\n<p><p>\u5b89\u88c5\u6210\u529f\u540e\uff0c\u60a8\u53ef\u4ee5\u5f00\u59cb\u4f7f\u7528WordCloud\u5e93\u521b\u5efa\u8bcd\u4e91\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u4f7f\u7528WordCloud\u751f\u6210\u8bcd\u4e91\u56fe\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u51c6\u5907\u6587\u672c\u6570\u636e<\/strong>\uff1a\u9996\u5148\uff0c\u9700\u8981\u51c6\u5907\u4e00\u4e9b\u6587\u672c\u6570\u636e\uff0cWordCloud\u5e93\u4f1a\u6839\u636e\u8fd9\u4e9b\u6587\u672c\u6570\u636e\u751f\u6210\u8bcd\u4e91\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">text = &quot;Python is a great programming language. It is widely used in data science, machine learning, and web development.&quot;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u751f\u6210\u8bcd\u4e91<\/strong>\uff1a\u4f7f\u7528WordCloud\u7c7b\u751f\u6210\u8bcd\u4e91\u56fe\u3002\u53ef\u4ee5\u6307\u5b9a\u4e00\u4e9b\u53c2\u6570\u6765\u81ea\u5b9a\u4e49\u8bcd\u4e91\u7684\u5916\u89c2\uff0c\u4f8b\u5982\u5b57\u4f53\u5927\u5c0f\u3001\u989c\u8272\u7b49\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">wordcloud = WordCloud(width=800, height=400, background_color=&#39;white&#39;).generate(text)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u663e\u793a\u8bcd\u4e91<\/strong>\uff1a\u4f7f\u7528matplotlib\u5e93\u663e\u793a\u751f\u6210\u7684\u8bcd\u4e91\u56fe\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import matplotlib.pyplot as plt<\/p>\n<p>plt.figure(figsize=(10, 5))<\/p>\n<p>plt.imshow(wordcloud, interpolation=&#39;bilinear&#39;)<\/p>\n<p>plt.axis(&#39;off&#39;)<\/p>\n<p>plt.show()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4ee5\u4e0a\u4ee3\u7801\u4f1a\u751f\u6210\u5e76\u663e\u793a\u4e00\u4e2a\u8bcd\u4e91\u56fe\uff0c\u5176\u4e2d\u5305\u542b\u8f93\u5165\u6587\u672c\u4e2d\u7684\u8bcd\u8bed\u3002\u60a8\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8c03\u6574WordCloud\u7c7b\u7684\u53c2\u6570\u6765\u66f4\u6539\u8bcd\u4e91\u7684\u5916\u89c2\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e94\u3001\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u7684\u5b89\u88c5\u548c\u914d\u7f6e<\/p>\n<\/p>\n<p><p>WordCloud\u5e93\u53ef\u4ee5\u5728\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fd0\u884c\uff0c\u5305\u62ecWindows\u3001macOS\u548cLinux\u3002\u867d\u7136\u5927\u90e8\u5206\u5b89\u88c5\u6b65\u9aa4\u662f\u76f8\u4f3c\u7684\uff0c\u4f46\u6839\u636e\u64cd\u4f5c\u7cfb\u7edf\u7684\u4e0d\u540c\uff0c\u53ef\u80fd\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u7279\u5b9a\u7684\u914d\u7f6e\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>Windows\u7cfb\u7edf<\/strong>\uff1a\u5728Windows\u4e0a\u5b89\u88c5WordCloud\u65f6\uff0c\u786e\u4fdd\u5b89\u88c5\u4e86Python\u548cpip\uff0c\u5e76\u901a\u8fc7\u547d\u4ee4\u63d0\u793a\u7b26\u8fd0\u884c<code>pip install 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<strong>\u5982\u4f55\u5728Python\u4e2d\u5b89\u88c5WordCloud\u5e93\uff1f<\/strong><br \/>\u8981\u5728Python\u4e2d\u5b89\u88c5WordCloud\u5e93\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528pip\u547d\u4ee4\u3002\u6253\u5f00\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u5e76\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<code>pip install wordcloud<\/code>\u3002\u786e\u4fdd\u60a8\u7684Python\u73af\u5883\u5df2\u7ecf\u8bbe\u7f6e\u597d\uff0c\u5e76\u4e14pip\u5df2\u6210\u529f\u5b89\u88c5\u3002<\/p>\n<p><strong>\u5728\u5b89\u88c5WordCloud\u5e93\u4e4b\u524d\uff0c\u662f\u5426\u9700\u8981\u5b89\u88c5\u5176\u4ed6\u4f9d\u8d56\u9879\uff1f<\/strong><br \/>\u662f\u7684\uff0cWordCloud\u5e93\u4f9d\u8d56\u4e8e\u4e00\u4e9b\u5176\u4ed6\u5e93\uff0c\u5982NumPy\u548cPillow\u3002\u901a\u5e38\uff0c\u5728\u5b89\u88c5WordCloud\u65f6\uff0cpip\u4f1a\u81ea\u52a8\u5904\u7406\u8fd9\u4e9b\u4f9d\u8d56\u9879\uff0c\u4f46\u786e\u4fdd\u60a8\u6709\u8fd9\u4e9b\u5e93\u7684\u6700\u65b0\u7248\u672c\u53ef\u4ee5\u907f\u514d\u6f5c\u5728\u7684\u517c\u5bb9\u6027\u95ee\u9898\u3002<\/p>\n<p><strong>\u5982\u679c\u5728\u5b89\u88c5WordCloud\u65f6\u9047\u5230\u9519\u8bef\uff0c\u8be5\u5982\u4f55\u89e3\u51b3\uff1f<\/strong><br \/>\u5982\u679c\u60a8\u5728\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u9047\u5230\u9519\u8bef\uff0c\u9996\u5148\u68c0\u67e5\u60a8\u7684Python\u548cpip\u7248\u672c\uff0c\u786e\u4fdd\u5b83\u4eec\u662f\u6700\u65b0\u7684\u3002\u60a8\u8fd8\u53ef\u4ee5\u5c1d\u8bd5\u4f7f\u7528<code>pip install --upgrade pip<\/code>\u547d\u4ee4\u6765\u66f4\u65b0pip\u3002\u6b64\u5916\uff0c\u67e5\u770b\u9519\u8bef\u4fe1\u606f\uff0c\u53ef\u80fd\u9700\u8981\u5b89\u88c5\u67d0\u4e9b\u7cfb\u7edf\u4f9d\u8d56\u9879\u6216\u8c03\u6574\u73af\u5883\u53d8\u91cf\u3002<\/p>\n<p><strong>\u5728\u5b89\u88c5WordCloud\u540e\uff0c\u5982\u4f55\u9a8c\u8bc1\u5b89\u88c5\u662f\u5426\u6210\u529f\uff1f<\/strong><br \/>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u5728Python\u4ea4\u4e92\u5f0f\u73af\u5883\u4e2d\u8f93\u5165<code>import wordcloud<\/code>\u6765\u9a8c\u8bc1\u662f\u5426\u6210\u529f\u3002\u5982\u679c\u6ca1\u6709\u9519\u8bef\u63d0\u793a\uff0c\u8bf4\u660eWordCloud\u5e93\u5df2\u6210\u529f\u5b89\u88c5\u3002\u60a8\u4e5f\u53ef\u4ee5\u5c1d\u8bd5\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u8bcd\u4e91\u793a\u4f8b\u4ee3\u7801\uff0c\u6765\u8fdb\u4e00\u6b65\u786e\u8ba4\u5e93\u7684\u6b63\u5e38\u8fd0\u884c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u5b89\u88c5WordCloud\u5e93\u975e\u5e38\u7b80\u5355\uff0c\u901a\u5e38\u901a\u8fc7Python\u7684\u5305\u7ba1\u7406\u5de5\u5177pip\u6765\u5b8c\u6210\u3002\u5b89\u88c5WordC [&hellip;]","protected":false},"author":3,"featured_media":995504,"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\/995498"}],"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=995498"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/995498\/revisions"}],"predecessor-version":[{"id":995505,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/995498\/revisions\/995505"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/995504"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=995498"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=995498"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=995498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}