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10个python数据分析函数!全网都在找的万能代码

  • 2026-03-19 22:25:06
10个python数据分析函数!全网都在找的万能代码
学了 Python 却不会用来做数据分析？ 你只缺一份真正「能落地、能直接复用」的函数合集！今天我把自己项目中高频使用的10个数据分析函数整理出来了。
只要你用 Pandas / Numpy / Matplotlib，这些一定能帮到你： 
🔹 一行读取 CSV/Excel/JSON 
🔹 缺失值处理，不再手动填空 
🔹 自动生成数据描述表 
🔹 标准化、分布图、热力图全搞定 
🔹 删除异常值？一行代码解决 
🔹 分组统计函数超简洁（可直接用于业务汇总） 
✅ 所有函数已打包，复制粘贴即可使用 
✅ 搭配 seaborn 可直接出图，适合报表、KPI分析、项目复盘 ；需要可以评论“888”+厚台主页点击“学习”，别让它沉了！
本文来自网友投稿或网络内容，如有侵犯您的权益请联系我们删除，联系邮箱：wyl860211@qq.com 。

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  1. CONNECT:[ UseTime:0.000742s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001319s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000599s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000523s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001047s ]
  6. SELECT * FROM `set` [ RunTime:0.000565s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001206s ]
  8. SELECT * FROM `article` WHERE `id` = 479758 LIMIT 1 [ RunTime:0.016977s ]
  9. UPDATE `article` SET `lasttime` = 1774619780 WHERE `id` = 479758 [ RunTime:0.001890s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000556s ]
  11. SELECT * FROM `article` WHERE `id` < 479758 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.004590s ]
  12. SELECT * FROM `article` WHERE `id` > 479758 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000876s ]
  13. SELECT * FROM `article` WHERE `id` < 479758 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.013864s ]
  14. SELECT * FROM `article` WHERE `id` < 479758 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.005722s ]
  15. SELECT * FROM `article` WHERE `id` < 479758 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002058s ]
0.128223s