我试图用三个变量创建一个热图,该变量绘制x,y并使用z作为填充。以下是我要复制的热图的示例。
建议我尝试在ggplot2中使用stat_contour创建此热图。但是,要运行此代码,我需要将数据帧转换为网格数据。有谁知道如何将数据帧转换为网格数据以便执行此代码?当前,当我运行代码时,出现此错误,我认为这是因为我的数据不是网格格式。
Error in FUN(X[[i]], ...) : object 'exitspeed' not found
请参阅下面的我的R代码和数据集。预先感谢!
数据:
structure(list(platelocheight = c(2.594, 3.803, 3.254, 3.599,
3.617, 3.297, 2.093, 3.611, 2.842, 3.316, 2.872, 3.228, 3.633,
4.28, 3.309, 2.8, 2.632, 3.754, 2.207, 3.604, 3.443, 2.188, 3.452,
2.553, 3.382, 3.067, 2.986, 2.785, 2.567, 3.804), platelocside = c(0.059,
-1.596, -0.65, -0.782, -0.301, -0.104, 0.057, -0.807, 0.003,
1.661, 0.088, -0.32, -1.115, -0.146, -0.364, -0.952, 0.254, 0.109,
-0.671, -0.803, -0.212, -0.069, -0.09, -0.472, 0.434, 0.337,
0.723, 0.508, -0.197, -0.635), exitspeed = c(69.891, 73.352,
83.942, 85.67, 79.454, 85.277, 81.078, 73.573, 77.272, 59.263,
97.343, 91.436, 76.264, 83.479, 47.576, 84.13, 60.475, 61.093,
84.54, 69.959, 88.729, 88.019, 82.18, 83.684, 86.296, 90.605,
79.945, 59.899, 62.522, 77.75)), .Names = c("platelocheight",
"platelocside", "exitspeed"), row.names = c(NA, 30L), class = "data.frame")
>
R代码:
library(RODBC)
library(ggplot2)
con=odbcConnect('username',uid='userid', pwd = 'password')
df=sqlQuery(con,"select platelocheight, platelocside, exitspeed from pitches_sample where pitchcall='InPlay'
and exitspeed is not null")
topKzone <- 3.5
botKzone <- 1.6
inKzone <- -0.95
outKzone <- 0.95
kZone <- data.frame(
x=c(inKzone, inKzone, outKzone, outKzone, inKzone),
y=c(botKzone, topKzone, topKzone, botKzone, botKzone)
)
df$h <- round(df$platelocheight)
df$s <- round(df$platelocside)
df$es <- round(df$exitspeed)
v <-ggplot(data=df, aes(s,h,z=exitspeed))
v+stat_contour()+
geom_path(aes(x,y),data=kZone,lwd=2,col="black",alpha=.3) +
coord_fixed()