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Python替代Excel:Pandas高级技巧大全一览

当前时间： 2026-06-06 20:15:19 分类：办公文件 评论(0)
Python替代Excel:Pandas高级技巧大全一览

做数据分析的你，是不是还在被VLOOKUP折磨？公式错了还要反复排查，半天出不来结果真的太磨人。

其实早就该换个思路了——用Pandas替代Excel做数据处理，真的会打开新世界大门。几千上万行数据批量清洗、匹配、合并，一键就能搞定，效率比手动操作快十倍都不止。

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  1. CONNECT:[ UseTime:0.000965s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000907s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000393s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000240s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000520s ]
  6. SELECT * FROM `set` [ RunTime:0.000218s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000602s ]
  8. SELECT * FROM `article` WHERE `id` = 721046 LIMIT 1 [ RunTime:0.000385s ]
  9. UPDATE `article` SET `lasttime` = 1780795567 WHERE `id` = 721046 [ RunTime:0.003607s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000293s ]
  11. SELECT * FROM `article` WHERE `id` < 721046 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000525s ]
  12. SELECT * FROM `article` WHERE `id` > 721046 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000529s ]
  13. SELECT * FROM `article` WHERE `id` < 721046 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000741s ]
  14. SELECT * FROM `article` WHERE `id` < 721046 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000693s ]
  15. SELECT * FROM `article` WHERE `id` < 721046 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.004034s ]
0.200207s