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从Excel到AI,2026年最新数据分析软件清单

  • 2026-11-09 20:35:31
从Excel到AI,2026年最新数据分析软件清单

做数据的时候，除了excel还有Tableau、Power BI、Python、SPSS、SAS……

从数据采集、清洗加工，到可视化呈现与深度挖掘，对应不同的工作强度选择和精进自己的工具，能让工作效率翻倍之外还可以给日后晋升加码！

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Excel 还能管工厂吗?为什么越来越多 100 人工厂开始放弃 Excel?

基本 文件 流程 错误 SQL 调试
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  1. CONNECT:[ UseTime:0.000985s ] mysql:host=172.18.0.4;port=3306;dbname=h_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001131s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000601s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000551s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000949s ]
  6. SELECT * FROM `set` [ RunTime:0.000488s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000818s ]
  8. SELECT * FROM `article` WHERE `id` = 541501 LIMIT 1 [ RunTime:0.000448s ]
  9. UPDATE `article` SET `lasttime` = 1794230028 WHERE `id` = 541501 [ RunTime:0.001761s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000464s ]
  11. SELECT * FROM `article` WHERE `id` < 541501 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000625s ]
  12. SELECT * FROM `article` WHERE `id` > 541501 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000504s ]
  13. SELECT * FROM `article` WHERE `id` < 541501 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000742s ]
  14. SELECT * FROM `article` WHERE `id` < 541501 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.003719s ]
  15. SELECT * FROM `article` WHERE `id` < 541501 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001020s ]
0.135400s