So I'm mapping three different plots onto one plot. Getting the legend titles to be correct took some time but now I can't seem to change the colors of the bar plots without messing up the titles. I would like the bar colors to be simpler (greyscale or black/red) and I'd like to change the legend titles. I can usually change one thing I want but I end up losing other features that are helpful Thanks!
ggplot(data = media_impact_by_state) +
#plot the deviation from state mean for believe CC is
geom_bar(aes(x = reorder(GeoName,happening - mean(happening)),
y = happening - mean(happening),
fill = "Believe in Climate Change"),
stat = 'identity') +
scale_color_manual(values = "black",label = "Boo") +
#plot the deviation from the mean for distrust of climate scientists
geom_bar(aes(x= GeoName,
y= trustclimsciSSTOppose - mean(trustclimsciSSTOppose),
fill = "Do Not Trust Climate Scientists"),
stat = 'identity') +
#plot the difference in belief and and trust
geom_point(aes(x = GeoName,
y = (happening - mean(happening))-
(trustclimsciSSTOppose - mean(trustclimsciSSTOppose)),
color = "(Belief) - (Distrust)")) +
scale_color_manual(values = "black") +
labs(x = "State",
y = "% Deviation from Mean") +
theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))
As you provided no data I could not check my code but this should do what you are looking for:
In my opinion it's not a good idea to set the labels inside the geom. Simply use easy placeholders like "fill1" or...
To assign the right colors and labels make use of named vectors inside scale_fill_manual
.
ggplot(data = media_impact_by_state) +
geom_bar(aes(x = reorder(GeoName,happening - mean(happening)),
y = happening - mean(happening), fill = "fill1"),
stat = 'identity') +
scale_color_manual(values = "black", label = "Boo") +
geom_bar(aes(x= GeoName, y= trustclimsciSSTOppose - mean(trustclimsciSSTOppose), fill = "fill2"),
stat = 'identity') +
geom_point(aes(x = GeoName, y = (happening - mean(happening)) -
(trustclimsciSSTOppose - mean(trustclimsciSSTOppose)),
color = "(Belief) - (Distrust)")) +
scale_color_manual(values = "black") +
scale_fill_manual(values = c(fill1 = "red", fill2 = "black"),
labels = c(fill1 = "Believe in Climate Change", fill2 = "Do Not Trust Climate Scientists")) +
labs(x = "State",
y = "% Deviation from Mean") +
theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))
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