# Python-Visual-Vocabulary
**使用Python 实现常见的50个可视化作品.作为字典供大家参考,具体下载 notebook 享用吧**
<h1>整体目录<span class="tocSkip"></span></h1>
<div class="toc"><ul class="toc-item"><li><span><a href="#01-关联(Correlation)" data-toc-modified-id="01-关联(Correlation)-1"><span class="toc-item-num">1 </span>01 关联(Correlation)</a></span><ul class="toc-item"><li><span><a href="#1.-散点图(Scatter-plot)" data-toc-modified-id="1.-散点图(Scatter-plot)-1.1"><span class="toc-item-num">1.1 </span>1. 散点图(Scatter plot)</a></span></li><li><span><a href="#2.-带边界的气泡图(Bubble-plot-with-Encircling)" data-toc-modified-id="2.-带边界的气泡图(Bubble-plot-with-Encircling)-1.2"><span class="toc-item-num">1.2 </span>2. 带边界的气泡图(Bubble plot with Encircling)</a></span></li><li><span><a href="#3.-带线性回归最佳拟合线的散点图(Scatter-plot-with-linear-regression-line-of-best-fit)" data-toc-modified-id="3.-带线性回归最佳拟合线的散点图(Scatter-plot-with-linear-regression-line-of-best-fit)-1.3"><span class="toc-item-num">1.3 </span>3. 带线性回归最佳拟合线的散点图(Scatter plot with linear regression line of best fit)</a></span></li><li><span><a href="#4.-抖动图(Jittering-with-stripplot)" data-toc-modified-id="4.-抖动图(Jittering-with-stripplot)-1.4"><span class="toc-item-num">1.4 </span>4. 抖动图(Jittering with stripplot)</a></span></li><li><span><a href="#5.-计数图(Counts-Plot)" data-toc-modified-id="5.-计数图(Counts-Plot)-1.5"><span class="toc-item-num">1.5 </span>5. 计数图(Counts Plot)</a></span></li><li><span><a href="#6.-边缘直方图(Marginal-Histogram)" data-toc-modified-id="6.-边缘直方图(Marginal-Histogram)-1.6"><span class="toc-item-num">1.6 </span>6. 边缘直方图(Marginal Histogram)</a></span></li><li><span><a href="#7.-边缘箱形图(Marginal-Boxplot)" data-toc-modified-id="7.-边缘箱形图(Marginal-Boxplot)-1.7"><span class="toc-item-num">1.7 </span>7. 边缘箱形图(Marginal Boxplot)</a></span></li><li><span><a href="#8.-相关图(Correllogram)" data-toc-modified-id="8.-相关图(Correllogram)-1.8"><span class="toc-item-num">1.8 </span>8. 相关图(Correllogram)</a></span></li><li><span><a href="#9.-矩阵图(Pairwise-Plot)" data-toc-modified-id="9.-矩阵图(Pairwise-Plot)-1.9"><span class="toc-item-num">1.9 </span>9. 矩阵图(Pairwise Plot)</a></span></li></ul></li><li><span><a href="#02-偏差(Deviation)" data-toc-modified-id="02-偏差(Deviation)-2"><span class="toc-item-num">2 </span>02 偏差(Deviation)</a></span><ul class="toc-item"><li><span><a href="#10.-发散型条形图(Diverging-Bars)" data-toc-modified-id="10.-发散型条形图(Diverging-Bars)-2.1"><span class="toc-item-num">2.1 </span>10. 发散型条形图(Diverging Bars)</a></span></li><li><span><a href="#11.-发散型文本(Diverging-Texts)" data-toc-modified-id="11.-发散型文本(Diverging-Texts)-2.2"><span class="toc-item-num">2.2 </span>11. 发散型文本(Diverging Texts)</a></span></li><li><span><a href="#12.-发散型包点图(Diverging-Dot-Plot)" data-toc-modified-id="12.-发散型包点图(Diverging-Dot-Plot)-2.3"><span class="toc-item-num">2.3 </span>12. 发散型包点图(Diverging Dot Plot)</a></span></li><li><span><a href="#13.-带标记的发散型棒棒糖图(Diverging-Lollipop-Chart-with-Markers)" data-toc-modified-id="13.-带标记的发散型棒棒糖图(Diverging-Lollipop-Chart-with-Markers)-2.4"><span class="toc-item-num">2.4 </span>13. 带标记的发散型棒棒糖图(Diverging Lollipop Chart with Markers)</a></span></li><li><span><a href="#14.-面积图(Area-Chart)" data-toc-modified-id="14.-面积图(Area-Chart)-2.5"><span class="toc-item-num">2.5 </span>14. 面积图(Area Chart)</a></span></li></ul></li><li><span><a href="#03-排序(Ranking)" data-toc-modified-id="03-排序(Ranking)-3"><span class="toc-item-num">3 </span>03 排序(Ranking)</a></span><ul class="toc-item"><li><span><a href="#15.-有序条形图(Ordered-Bar-Chart)" data-toc-modified-id="15.-有序条形图(Ordered-Bar-Chart)-3.1"><span class="toc-item-num">3.1 </span>15. 有序条形图(Ordered Bar Chart)</a></span></li><li><span><a href="#16.-棒棒糖图(Lollipop-Chart)" data-toc-modified-id="16.-棒棒糖图(Lollipop-Chart)-3.2"><span class="toc-item-num">3.2 </span>16. 棒棒糖图(Lollipop Chart)</a></span></li><li><span><a href="#17.-包点图(Dot-Plot)" data-toc-modified-id="17.-包点图(Dot-Plot)-3.3"><span class="toc-item-num">3.3 </span>17. 包点图(Dot Plot)</a></span></li><li><span><a href="#18.-坡度图(Slope-Chart)" data-toc-modified-id="18.-坡度图(Slope-Chart)-3.4"><span class="toc-item-num">3.4 </span>18. 坡度图(Slope Chart)</a></span></li><li><span><a href="#19.-哑铃图(Dumbbell-Plot)" data-toc-modified-id="19.-哑铃图(Dumbbell-Plot)-3.5"><span class="toc-item-num">3.5 </span>19. 哑铃图(Dumbbell Plot)</a></span></li></ul></li><li><span><a href="#04-分布(Distribution)" data-toc-modified-id="04-分布(Distribution)-4"><span class="toc-item-num">4 </span>04 分布(Distribution)</a></span><ul class="toc-item"><li><span><a href="#20.-连续变量的直方图(Histogram-for-Continuous-Variable)" data-toc-modified-id="20.-连续变量的直方图(Histogram-for-Continuous-Variable)-4.1"><span class="toc-item-num">4.1 </span>20. 连续变量的直方图(Histogram for Continuous Variable)</a></span></li><li><span><a href="#21.-类型变量的直方图(Histogram-for-Categorical-Variable)" data-toc-modified-id="21.-类型变量的直方图(Histogram-for-Categorical-Variable)-4.2"><span class="toc-item-num">4.2 </span>21. 类型变量的直方图(Histogram for Categorical Variable)</a></span></li><li><span><a href="#22.-密度图(Density-Plot)" data-toc-modified-id="22.-密度图(Density-Plot)-4.3"><span class="toc-item-num">4.3 </span>22. 密度图(Density Plot)</a></span></li><li><span><a href="#23.-直方密度线图(Density-Curves-with-Histogram)" data-toc-modified-id="23.-直方密度线图(Density-Curves-with-Histogram)-4.4"><span class="toc-item-num">4.4 </span>23. 直方密度线图(Density Curves with Histogram)</a></span></li><li><span><a href="#24.-Joy-Plot" data-toc-modified-id="24.-Joy-Plot-4.5"><span class="toc-item-num">4.5 </span>24. Joy Plot</a></span></li><li><span><a href="#25.-分布式包点图(Distributed-Dot-Plot)" data-toc-modified-id="25.-分布式包点图(Distributed-Dot-Plot)-4.6"><span class="toc-item-num">4.6 </span>25. 分布式包点图(Distributed Dot Plot)</a></span></li><li><span><a href="#26.-箱形图(Box-Plot)" data-toc-modified-id="26.-箱形图(Box-Plot)-4.7"><span class="toc-item-num">4.7 </span>26. 箱形图(Box Plot)</a></span></li><li><span><a href="#27.-包点+箱形图(Dot+Box-Plot)" data-toc-modified-id="27.-包点+箱形图(Dot+Box-Plot)-4.8"><span class="toc-item-num">4.8 </span>27. 包点+箱形图(Dot+Box Plot)</a></span></li><li><span><a href="#28.-小提琴图(Violin-Plot)" data-toc-modified-id="28.-小提琴图(Violin-Plot)-4.9"><span class="toc-item-num">4.9 </span>28. 小提琴图(Violin Plot)</a></span></li><li><span><a href="#29.-人口金字塔(Population-Pyramid)" data-toc-modified-id="29.-人口金字塔(Population-Pyramid)-4.10"><span class="toc-item-nu