Can I facet data with NAs?
eFF
I would like to plot 4 years (2010-2013) out of 6 years (2008-2013) keeping the space assigned to 2008 and 2009 (for practical purposes). However, since I have NAs in those years, facet_grid complains:
"Error in layout_base(data, cols, drop = drop) : At least one layer must contain all variables used for facetting"
This is my dataset: https://www.dropbox.com/s/ehyccl8kubazs8x/test.csv?dl=0
This is my code:
cbbPalette <- c("#000000", "#E69F00", "#56B4E9", "#009E73", "#F0E442", "#0072B2", "#D55E00", "#CC79A7")
ggplot(test) +
geom_jitter(aes(mean,NEE_f, colour=factor(month.x)),alpha=1,size=2) + scale_colour_manual(values=cbbPalette)+
labs(x = "WT to surface (cm)", y = "Reco (μmol/m2/s)")+
facet_grid(~year)+
theme_bw(base_size = 12, base_family = "Helvetica")+
theme(legend.position="none",
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
strip.background = element_blank(),
panel.border = element_rect(colour = "black"),
panel.border = element_rect(colour = "black", fill=NA, size=1))
Quick and dirty solutions?
Cheers
Señor O
You can use facet.grid with NA values:
> df = data.frame(Date = as.Date(seq(300, 2000, 300), origin = "2000-01-01"),
x = rnorm(6), y = rnorm(6))
> df$Date[3] <- NA
> ggplot(df) + geom_jitter(aes(x, y)) + facet_grid(~Date)
You're problem is that you have no column named year, you only have year.x and year.y
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