[R] How to convert line plot to lattice xtplot?

Bert Gunter
Tue, 12 Oct 2021 14:20:38 -0000

You have misspecified the grouping.

df$subs <- rep(1:4, e=4)

xyplot(Value ~ Concentration,
       groups = subs, data = df,  ##... etc.



Bert Gunter

"The trouble with having an open mind is that people keep coming along and
sticking things into it."
-- Opus (aka Berkeley Breathed in his "Bloom County" comic strip )


On Tue, Oct 12, 2021 at 6:49 AM Luigi Marongiu <marongiu.luigi at
gmail.com>
wrote:

> Hello,
> I have drawn data from a dataframe as follows:
> ```
> Substance = rep(c("A", "B", "C",
"D"),4)
> Concentration = rep(1:4,4)
> Value = c(62.80666667, 116.26333333,  92.26000000,   9.87333333,
> 14.82333333,
> 92.37333333, 98.95666667,   1.48333333,   0.64666667,  50.66000000,
> 25.75333333,   0.69000000, 0.21666667,   7.40666667,   6.92000000,
> 0.06333333)
> df = data.frame(Substance, Concentration, Value, stringsAsFactors = FALSE)
> Value = c(15.2974126, 16.3196089, 57.4294280,  9.1943370, 20.5567321,
> 14.0874424,
> 38.3626672, 0.3780653,  0.4738495, 37.9124874, 16.2473916,  0.7218726,
> 0.2498666,  8.4537585, 10.8058456,  0.1096966)
> dfsd = data.frame(Substance, Concentration, Value, stringsAsFactors >
FALSE)
> COLS = c("gold", "green", "purple",
"blue")
>
> plot(df$Value[df$Substance == "A"] ~ unique(df$Concentration),
> xlab=expression(bold(paste("Concentration (", mu,
"M)"))),
> ylab=expression(bold("Value")),
> type = "o", col = "gold", pch = 16,
> xaxt="n", las=3, log = "x",
> ylim = c(0, max(df$Value+dfsd$Value))
> )
> points(df$Value[df$Substance == "B"] ~ unique(df$Concentration),
> type = "o", col = "green", pch = 16)
> points(df$Value[df$Substance == "C"] ~ unique(df$Concentration),
> type = "o", col = "purple", pch = 16)
> points(df$Value[df$Substance == "D"] ~ unique(df$Concentration),
> type = "o", col = "blue", pch = 16)
> legend("topright", legend = LETTERS[1:4],
> lty = 1, pch = 16,
> col = COLS)
> ```
> I then tried to use lattice but I got a stripplot instead. At each x
> (1:4) only one group (A:D) is drawn. What am I missing?
> ```
> library(lattice)
> xyplot(Value ~ Concentration,
> group = Substance, data = df,
> pch = 16, cex = 1.2, type = "b",
> xlab=expression(bold(paste("Concentration (", mu,
"M)"))),
> ylab=expression(bold("Infection rate")),
> col=COLS,
> scales = list(x = list(log = 10, at=c(unique(df$Concentration))
> )
> ),
> key = list(space="top", columns=4, col = "black",
> points=list(pch=c(16, 16, 16, 16),
> col=COLS
> ),
> text=list(c("A", "B", "C", "D")
> )
> )
> )
> ```
>
> Thank you
>
> --
> Best regards,
> Luigi
>
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