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数据分析常用Python可视化图表+代码

  • 2026-08-18 23:11:31
数据分析常用Python可视化图表+代码

数据分析常用Python可视化图表+代码

整理了数据分析高频图表和对应使用场景，给大家分享 8 个核心技巧：
1.图表越简单越好，一眼看懂才是王道
2.选对图表：趋势看折线、分布看直方图、对比看柱状图
3.配色别花里胡哨，少量对比色突出重点就行
4.先清理脏数据再画图，数据错了一切白搭
5.重点数据标红、加注释，不用观众自己找信息
6.带着目标做图，用图表讲完整数据故事
7.区分受众做图，业务人员看简易图表，同行可加专业指标
8.每张图只传递一个结论，拒绝无效数据堆砌
#数据分析#python学习#数据分析我在行#可视化#pandas基础#数据可视化#求职季#

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  1. CONNECT:[ UseTime:0.000966s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001427s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.028194s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.042333s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001433s ]
  6. SELECT * FROM `set` [ RunTime:0.003432s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001522s ]
  8. SELECT * FROM `article` WHERE `id` = 507843 LIMIT 1 [ RunTime:0.013783s ]
  9. UPDATE `article` SET `lasttime` = 1787324063 WHERE `id` = 507843 [ RunTime:0.032013s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000711s ]
  11. SELECT * FROM `article` WHERE `id` < 507843 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.040598s ]
  12. SELECT * FROM `article` WHERE `id` > 507843 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.037885s ]
  13. SELECT * FROM `article` WHERE `id` < 507843 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002333s ]
  14. SELECT * FROM `article` WHERE `id` < 507843 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001941s ]
  15. SELECT * FROM `article` WHERE `id` < 507843 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.011476s ]
0.403443s