ggplot2 scale_fill_gradient() function not changing point colors R
3
I'm using ggplot2 in R to create maps. In the past, I have been able to successfully use the scale_fill_gradient() function to control geom_point fills. However, when I run the code below (with example table provided), I simply get a map of all black points. The legend appears correct, but the points never change color. I think my desired variable is not mapping to the fill aesthetic, but I cannot figure out why. Thank you in advance!
(if it matters, I am using tibble package to define tables)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
mapping = aes_string(x = 'long', y = 'lat', fill = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
p <- ggplot() +
# points
geom_point(mapping = mapping, data = table, alpha = 0.7, size = 4) +
# point colors
scale_fill_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'fill'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
r ggplot2 gis heatmap ggmap
edited Feb 21 at 14:41
Gilad Green
30.1k53257
asked Nov 25 '18 at 1:01
Dan CDan C
203
add a comment |
3
I'm using ggplot2 in R to create maps. In the past, I have been able to successfully use the scale_fill_gradient() function to control geom_point fills. However, when I run the code below (with example table provided), I simply get a map of all black points. The legend appears correct, but the points never change color. I think my desired variable is not mapping to the fill aesthetic, but I cannot figure out why. Thank you in advance!
(if it matters, I am using tibble package to define tables)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
mapping = aes_string(x = 'long', y = 'lat', fill = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
p <- ggplot() +
# points
geom_point(mapping = mapping, data = table, alpha = 0.7, size = 4) +
# point colors
scale_fill_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'fill'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
r ggplot2 gis heatmap ggmap
edited Feb 21 at 14:41
Gilad Green
30.1k53257
asked Nov 25 '18 at 1:01
Dan CDan C
203
points are generally coloured withaes(..., color = ...)notfill
– Jack Brookes
Nov 25 '18 at 1:07
@JackBrookes thanks for your response! In my experience, though, the "color" aesthetic refers to the outline of a point, while the "fill" aesthetic refers to the shade inside. I have been able to use "fill" when changing point colors quite often in the past so I don't think that's the problem. ETA: I stand thoroughly corrected! thank you :)
– Dan C
Nov 25 '18 at 1:10
That's correct, but the default point used ingeom_pointhas no outline and its color is controlled bycolorand notfill. This can be changed depending on which shape you use
– Jack Brookes
Nov 25 '18 at 17:50
@JackBrookes good to know! thank you.
– Dan C
Nov 26 '18 at 22:49
add a comment |
3
3
3
I'm using ggplot2 in R to create maps. In the past, I have been able to successfully use the scale_fill_gradient() function to control geom_point fills. However, when I run the code below (with example table provided), I simply get a map of all black points. The legend appears correct, but the points never change color. I think my desired variable is not mapping to the fill aesthetic, but I cannot figure out why. Thank you in advance!
(if it matters, I am using tibble package to define tables)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
mapping = aes_string(x = 'long', y = 'lat', fill = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
p <- ggplot() +
# points
geom_point(mapping = mapping, data = table, alpha = 0.7, size = 4) +
# point colors
scale_fill_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'fill'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
r ggplot2 gis heatmap ggmap
edited Feb 21 at 14:41
Gilad Green
30.1k53257
asked Nov 25 '18 at 1:01
Dan CDan C
203
I'm using ggplot2 in R to create maps. In the past, I have been able to successfully use the scale_fill_gradient() function to control geom_point fills. However, when I run the code below (with example table provided), I simply get a map of all black points. The legend appears correct, but the points never change color. I think my desired variable is not mapping to the fill aesthetic, but I cannot figure out why. Thank you in advance!
(if it matters, I am using tibble package to define tables)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
mapping = aes_string(x = 'long', y = 'lat', fill = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
p <- ggplot() +
# points
geom_point(mapping = mapping, data = table, alpha = 0.7, size = 4) +
# point colors
scale_fill_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'fill'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
r ggplot2 gis heatmap ggmap
r ggplot2 gis heatmap ggmap
edited Feb 21 at 14:41
Gilad Green
30.1k53257
asked Nov 25 '18 at 1:01
Dan CDan C
203
edited Feb 21 at 14:41
Gilad Green
30.1k53257
asked Nov 25 '18 at 1:01
Dan CDan C
203
edited Feb 21 at 14:41
Gilad Green
30.1k53257
edited Feb 21 at 14:41
Gilad Green
30.1k53257
edited Feb 21 at 14:41
Gilad Green
30.1k53257
30.1k53257
asked Nov 25 '18 at 1:01
Dan CDan C
203
asked Nov 25 '18 at 1:01
Dan CDan C
203
asked Nov 25 '18 at 1:01
Dan CDan C
203
203
points are generally coloured withaes(..., color = ...)notfill
– Jack Brookes
Nov 25 '18 at 1:07
@JackBrookes thanks for your response! In my experience, though, the "color" aesthetic refers to the outline of a point, while the "fill" aesthetic refers to the shade inside. I have been able to use "fill" when changing point colors quite often in the past so I don't think that's the problem. ETA: I stand thoroughly corrected! thank you :)
– Dan C
Nov 25 '18 at 1:10
That's correct, but the default point used ingeom_pointhas no outline and its color is controlled bycolorand notfill. This can be changed depending on which shape you use
– Jack Brookes
Nov 25 '18 at 17:50
@JackBrookes good to know! thank you.
– Dan C
Nov 26 '18 at 22:49
add a comment |
points are generally coloured withaes(..., color = ...)notfill
– Jack Brookes
Nov 25 '18 at 1:07
@JackBrookes thanks for your response! In my experience, though, the "color" aesthetic refers to the outline of a point, while the "fill" aesthetic refers to the shade inside. I have been able to use "fill" when changing point colors quite often in the past so I don't think that's the problem. ETA: I stand thoroughly corrected! thank you :)
– Dan C
Nov 25 '18 at 1:10
That's correct, but the default point used ingeom_pointhas no outline and its color is controlled bycolorand notfill. This can be changed depending on which shape you use
– Jack Brookes
Nov 25 '18 at 17:50
@JackBrookes good to know! thank you.
– Dan C
Nov 26 '18 at 22:49
points are generally coloured with
aes(..., color = ...) not fill– Jack Brookes
Nov 25 '18 at 1:07
points are generally coloured with
aes(..., color = ...) not fill– Jack Brookes
Nov 25 '18 at 1:07
@JackBrookes thanks for your response! In my experience, though, the "color" aesthetic refers to the outline of a point, while the "fill" aesthetic refers to the shade inside. I have been able to use "fill" when changing point colors quite often in the past so I don't think that's the problem. ETA: I stand thoroughly corrected! thank you :)
– Dan C
Nov 25 '18 at 1:10
@JackBrookes thanks for your response! In my experience, though, the "color" aesthetic refers to the outline of a point, while the "fill" aesthetic refers to the shade inside. I have been able to use "fill" when changing point colors quite often in the past so I don't think that's the problem. ETA: I stand thoroughly corrected! thank you :)
– Dan C
Nov 25 '18 at 1:10
That's correct, but the default point used in
geom_point has no outline and its color is controlled by color and not fill. This can be changed depending on which shape you use– Jack Brookes
Nov 25 '18 at 17:50
That's correct, but the default point used in
geom_point has no outline and its color is controlled by color and not fill. This can be changed depending on which shape you use– Jack Brookes
Nov 25 '18 at 17:50
@JackBrookes good to know! thank you.
– Dan C
Nov 26 '18 at 22:49
@JackBrookes good to know! thank you.
– Dan C
Nov 26 '18 at 22:49
add a comment |
1 Answer
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As mentioned in the comments you have to change the fill to color. Here is how I achieved it:
library(tidyverse)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
##Changed here to color
mapping = aes_string(x = 'long', y = 'lat', color = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
ggplot() +
# points
geom_point(mapping = mapping,
data = table, alpha = 0.7, size = 4) +
# point colors
#Change here to aesthetics = color
scale_color_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'color'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
add a comment |
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1
As mentioned in the comments you have to change the fill to color. Here is how I achieved it:
library(tidyverse)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
##Changed here to color
mapping = aes_string(x = 'long', y = 'lat', color = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
ggplot() +
# points
geom_point(mapping = mapping,
data = table, alpha = 0.7, size = 4) +
# point colors
#Change here to aesthetics = color
scale_color_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'color'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
add a comment |
1
As mentioned in the comments you have to change the fill to color. Here is how I achieved it:
library(tidyverse)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
##Changed here to color
mapping = aes_string(x = 'long', y = 'lat', color = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
ggplot() +
# points
geom_point(mapping = mapping,
data = table, alpha = 0.7, size = 4) +
# point colors
#Change here to aesthetics = color
scale_color_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'color'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
add a comment |
1
1
1
As mentioned in the comments you have to change the fill to color. Here is how I achieved it:
library(tidyverse)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
##Changed here to color
mapping = aes_string(x = 'long', y = 'lat', color = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
ggplot() +
# points
geom_point(mapping = mapping,
data = table, alpha = 0.7, size = 4) +
# point colors
#Change here to aesthetics = color
scale_color_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'color'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
As mentioned in the comments you have to change the fill to color. Here is how I achieved it:
library(tidyverse)
table = tibble(long = c(15.28, 15.29, 15.3, 15.31, 15.32), lat = c(-4.4, -4.39, -4.38, -4.37, -4.36), consumption = c(NA, 3, 54, 6, 8))
##Changed here to color
mapping = aes_string(x = 'long', y = 'lat', color = 'consumption')
# define breaks, limits, colors
low = 'seashell'
high = 'tan3'
breaks = c(0, max(na.omit(table)[['consumption']]))
limits = breaks
# plot
ggplot() +
# points
geom_point(mapping = mapping,
data = table, alpha = 0.7, size = 4) +
# point colors
#Change here to aesthetics = color
scale_color_gradient(low = low, high = high, na.value = 'darkgrey', guide = 'colorbar', aesthetics = 'color'
, breaks = breaks, limits = limits) +
# title
ggtitle('consumption') +
# title formatting
theme(plot.title = element_text(color = "red", size = 10, face = "bold", hjust=0),
legend.position="bottom",
legend.text=element_text(size=9),
legend.title=element_text(size=9)) +
# legend
guides(fill=guide_colorbar(title='consumption')) +
# get rid of axes, etc.
theme(axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()) +
xlab('') +
ylab('') +
# make legend correct
theme(legend.box = 'vertical') +
# add max/min corresponding to map
xlim(c(15.28, 15.38)) +
ylim(c(-4.41, -4.30))
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
answered Nov 25 '18 at 1:09
Harro CyrankaHarro Cyranka
1,6081614
1,6081614
add a comment |
add a comment |
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points are generally coloured with
aes(..., color = ...)notfill– Jack Brookes
Nov 25 '18 at 1:07
@JackBrookes thanks for your response! In my experience, though, the "color" aesthetic refers to the outline of a point, while the "fill" aesthetic refers to the shade inside. I have been able to use "fill" when changing point colors quite often in the past so I don't think that's the problem. ETA: I stand thoroughly corrected! thank you :)
– Dan C
Nov 25 '18 at 1:10
That's correct, but the default point used in
geom_pointhas no outline and its color is controlled bycolorand notfill. This can be changed depending on which shape you use– Jack Brookes
Nov 25 '18 at 17:50
@JackBrookes good to know! thank you.
– Dan C
Nov 26 '18 at 22:49