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python数据可视化——带分布的散点图

  • 2026-02-04 09:59:09
python数据可视化——带分布的散点图

今天为大家分享「带分布的散点图」的Python代码~

带分布的散点图又名「二维核密度图」，其在主散点图的基础上，于顶部与右侧分别叠加 X 与 Y 方向的直方图，以同时观察三组数据的集中区间、离散程度等分布特征~

数据定义

（格式：CSV|请参考附件中的案例数据集）

group

分组标签：“数据n”

x

X坐标数值

y

Y坐标数值

_
_
_
_
_
_

选型指南

分布对比

需要同时比较多组数据在二维空间的分布特征

聚类与类别区分

观察类别之间的聚集、离散与分离趋势

边缘分布

需要同时看到X/Y的分布直方图以辅助理解

相似选型

  • 基本散点图

  • 联合分布图

配色方案

带分布的散点图－代码

带分布的散点图－数据集

更多python编程学习关🐷我

~

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  1. CONNECT:[ UseTime:0.000528s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000810s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.003437s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000710s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000535s ]
  6. SELECT * FROM `set` [ RunTime:0.000424s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000489s ]
  8. SELECT * FROM `article` WHERE `id` = 463189 LIMIT 1 [ RunTime:0.000566s ]
  9. UPDATE `article` SET `lasttime` = 1770540645 WHERE `id` = 463189 [ RunTime:0.010162s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000394s ]
  11. SELECT * FROM `article` WHERE `id` < 463189 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000728s ]
  12. SELECT * FROM `article` WHERE `id` > 463189 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001943s ]
  13. SELECT * FROM `article` WHERE `id` < 463189 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.004734s ]
  14. SELECT * FROM `article` WHERE `id` < 463189 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.009544s ]
  15. SELECT * FROM `article` WHERE `id` < 463189 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.006040s ]
0.109469s