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Python数据分析4件套|建议人手一份!

  • 2026-03-08 21:10:48
Python数据分析4件套|建议人手一份!

🔥Python数据分析4件套，建议人手一份！

学Python数据分析的看过来👀我熬夜整理的知识图谱终于做好了！

📊 NumPy - 数组计算小能手 

✨ 数组创建/索引/运算/线性代数全搞定

📊 Pandas - 数据处理大魔王 

✨ 读取/清洗/合并/透视表样样精通

📊 Matplotlib - 画图基础课 

✨ 折线图/柱状图/散点图信手拈来

📊 Seaborn - 高级可视化 

✨ 热力图/小提琴图/分布图超好看

💡 适合这些宝子： 

✅ Python零基础小白 

✅ 转行数据分析的打工人 

✅ 要准备面试的求职党 

✅ 想进大厂的应届生📱 建议保存到相册，随时复习！

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Python 基础 —— 列表结构 —— 让程序有序管理数据

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  1. CONNECT:[ UseTime:0.001092s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001995s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.023056s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000325s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000602s ]
  6. SELECT * FROM `set` [ RunTime:0.000230s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000601s ]
  8. SELECT * FROM `article` WHERE `id` = 478212 LIMIT 1 [ RunTime:0.000433s ]
  9. UPDATE `article` SET `lasttime` = 1774607140 WHERE `id` = 478212 [ RunTime:0.013179s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.001996s ]
  11. SELECT * FROM `article` WHERE `id` < 478212 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000570s ]
  12. SELECT * FROM `article` WHERE `id` > 478212 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.002141s ]
  13. SELECT * FROM `article` WHERE `id` < 478212 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.009203s ]
  14. SELECT * FROM `article` WHERE `id` < 478212 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.026655s ]
  15. SELECT * FROM `article` WHERE `id` < 478212 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002192s ]
0.250841s