[R] Polishing my geom_bar for publication

Aurelie Cosandey Godin GodinA at Dal.Ca
Sun Dec 4 14:53:26 CET 2011


Dear list,

I am new with ggplot2 and I have spend quiet some time putting together the following code to create the attached plot. However there's still a few things that I'm having trouble with!
I would be grateful if someone can tell me how to fix (1) the colour of my bars into grey scales (2) removing the y-axis (species name) on the right figure to avoid duplication, and (3) fix the width, such that both figures have the same apparence regardless of the legend.

Thank you very much in advance!


The code is as follow:


(a<-ggplot(Final2, aes(x=spp, y=CPUE, fill=season)) + 
    geom_bar(position=position_dodge()) + 
    geom_errorbar(aes(ymin=CPUE-cpue.se, ymax=CPUE+cpue.se),
                  size=.3,  
                  width=.2,
                  position=position_dodge(.9)) +
    xlab("Species") +  scale_x_discrete(breaks=c("100","102","107","88","90","91","92","93","94","96","98","99"), labels=c("WINTER","SPINYTAIL","BIGELOW'S","SKATES (NS)","THORNY","SMOOTH","ABYSSAL","LITTLE","DEEPWATER","JENSEN'S","WHITE","SOFT")) + 
    ylab("Abundance (fish/tow)")  + coord_flip() +
    theme_bw() + opts(axis.title.x = theme_text(size = 10)) + opts(panel.grid.minor = theme_blank()) + opts(legend.position='none') )

(b<-ggplot(Final2, aes(x=spp, y=WPUE, fill=season)) + 
    geom_bar(position=position_dodge()) +  
    geom_errorbar(aes(ymin=WPUE-wpue.se, ymax=WPUE+wpue.se),
                  size=.3,  
                  width=.2,
                  position=position_dodge(.9)) + xlab(NULL)+  scale_x_discrete(breaks=c("100","102","107","88","90","91","92","93","94","96","98","99"), labels=c("WINTER","SPINYTAIL","BIGELOW'S","SKATES (NS)","THORNY","SMOOTH","ABYSSAL","LITTLE","DEEPWATER","JENSEN'S","WHITE","SOFT"))+
    ylab("Biomass (Weight (kg)/tow)") + scale_fill_hue(name="Survey season", # Legend label, use darker colors
                   breaks=c("summer", "winter"),
                   labels=c("Spring", "Fall")) + coord_flip() +
    theme_bw() + opts(axis.title.x = theme_text(size = 10)) + opts(panel.grid.minor = theme_blank()))

pdf("polishing-layout2.pdf", width = 10, height = 6)
grid.newpage()
pushViewport(viewport(layout = grid.layout(1, 2)))
vplayout <- function(x, y)
  viewport(layout.pos.row = x, layout.pos.col = y)
print(a, vp = vplayout(1, 1))
print(b, vp = vplayout(1, 2))
dev.off()


Aurelie Cosandey-Godin
Ph.D. student, Department of Biology
Industrial Graduate Fellow, WWF-Canada

Dalhousie University | Biology Dept. | 1459 Oxford Street |Halifax, NS | Canada B3H 4R2  
Phone: 1-902-494-2478 | cell: 1-902-412-3404 |Fax: 1-902-494-3736 
Email: godina at dal.ca | Skype: aureliegodinco | Web: wormlab.biology.dal.ca
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