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2.5 R的数据绘图
用R函数包“ggplot2”的数据集“diamonds”钻石,来说明R的数据绘图。
钻石数据
钻石数据是数据框的结构,有53940行(样本),10列(变量):
(1)价格Price美金$326--$18,823
(2)克拉Carat质量0.2--5.01
(3)切割Cut Fair,Good,Very Good,Premium,Ideal
(4)色泽Color J(worst)to D(best)
(5)净度Clarity I1(worst),SI2,SI1,VS2,VS1,VVS2,VVS1,IF(best)
(6)长 X length in mm(0--10.74)
(7)宽 Y width in mm(0--58.9)
(8)高 Z depth in mm(0--31.8)
(9)深度 Depth = z / mean(x,y)= 2 * z /(x + y)(43--79)
(10)形状Table = top of diamond relative to widest point(43--95)
【R例2.1】钻石数据:diamonds,函数{包}:qplot ggplot {ggplot2}
![](https://epubservercos.yuewen.com/8CA86F/18562448501472406/epubprivate/OEBPS/Images/Figure-P74_14485.jpg?sign=1739222794-bjggYp5TUwf3LK5pxnaRQSjb3trVacDP-0-90093b4bc5097c1d5de523ec604b937b)
如图2-10~图2-15所示。
![](https://epubservercos.yuewen.com/8CA86F/18562448501472406/epubprivate/OEBPS/Images/Figure-P76_14550.jpg?sign=1739222794-fpUKN2MQ5Zid0JjOt4WN1azHJoR99tto-0-359c07f81da1e0697da43a505d6c93bb)
图2-10 钻石价格直方图
![](https://epubservercos.yuewen.com/8CA86F/18562448501472406/epubprivate/OEBPS/Images/Figure-P76_14553.jpg?sign=1739222794-G1mthKjhNkkbg0aSWfeE0G7DMxV8ghhO-0-3e7e0fa422cc37481a8427d8abd714f7)
图2-11 钻石价格和切割箱线图
![](https://epubservercos.yuewen.com/8CA86F/18562448501472406/epubprivate/OEBPS/Images/Figure-P77_14584.jpg?sign=1739222794-ZqpCqvKrjuWdX2UUMmJlDWQsAwIpTNuk-0-6ee6c24e11484fb0bfc9ae44365b76d6)
图2-12 钻石克拉和切割小提琴图
![](https://epubservercos.yuewen.com/8CA86F/18562448501472406/epubprivate/OEBPS/Images/Figure-P77_14587.jpg?sign=1739222794-nI1dKCS6t3ghxHxoxuhkQYJeD1vRMeXr-0-5fab3d5c2292a1377d711dfc39415a06)
图2-13 钻石价格和净度箱线图
![](https://epubservercos.yuewen.com/8CA86F/18562448501472406/epubprivate/OEBPS/Images/Figure-P78_14623.jpg?sign=1739222794-cIidSdesav7YlIgDbPVdOIutzwYwvIAZ-0-db1b0522f1b13339de677aadb59bcf9f)
图2-14 钻石变量相关系数1
![](https://epubservercos.yuewen.com/8CA86F/18562448501472406/epubprivate/OEBPS/Images/Figure-P78_14626.jpg?sign=1739222794-0o4gxnkDrUqqR8utrAyHg4KaMYjU0VC0-0-d6cf939b7047b6cfe2555a23260a9532)
图2-15 钻石变量相关系数2