Changing order in stacked bar chart





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1















I'm struggling with fixing the order of my stacked bar chart despite having read through all the examples I could find. It is definitely not stacking based on the order in my dataframe, which seems to be a common answer.



I've managed to change the labels to the proper order, but the plot itself is being stubborn.



I would like to enter the order manually since it does not follow a pattern.



enter image description here



data



sdi_table_2<-read.table(text="'Over 50' 'Under 50'
'Intellectual Disability' 154814 214279
'Other Mental Health' 1387315 1012520
Injuries 240033 116167
Musculo-Skeletal 2041162 447212
'Nervous System' 530179 272756
'Circulatory, Respiratory, Endocrine, and Neoplasms' 1281261 260737
'Other and Unknown' 404973 212136", header=TRUE, check.names=F)
sdi_data_2<-as.data.frame.matrix(sdi_table_2)
sdi_data_2$type<-rownames(sdi_data_2)
sdi_data_2<-melt(sdi_data_2,id.vars = c("type"), value.name = "Beneficiaries")
sdi_data_2$variable <- as.character(sdi_data_2$variable)
colnames(sdi_data_2)[2] <- "Age"
factor(sdi_table_2$type, levels = sdi_table_2$type, ordered = TRUE)


plot



ggplot() +
geom_bar(aes(y = Beneficiaries, x = Age, fill = type),
data = sdi_data_2,
stat = "identity") +
theme_bw() +
scale_y_continuous(label = comma) +
scale_fill_manual(
name = "",
values = c(
"Injuries" = "orange2",
"Circulatory, Respiratory, Endocrine, and Neoplasms" =
"sandybrown",
"Nervous System" = "peachpuff",
"Intellectual Disability" = "skyblue2",
"Musculo-Skeletal" = "royalblue3",
[enter image description here][1] "Other and Unknown" =
"lightgoldenrod1",
"Other Mental Health" = "royalblue1"
),
breaks = c(
"Other and Unknown",
"Injuries",
"Circulatory, Respiratory, Endocrine, and Neoplasms",
"Nervous System",
"Musculo-Skeletal",
"Other Mental Health",
"Intellectual Disability"
)
)









share|improve this question

























  • There are issues in your code. Please check.

    – markus
    Nov 22 '18 at 8:43


















1















I'm struggling with fixing the order of my stacked bar chart despite having read through all the examples I could find. It is definitely not stacking based on the order in my dataframe, which seems to be a common answer.



I've managed to change the labels to the proper order, but the plot itself is being stubborn.



I would like to enter the order manually since it does not follow a pattern.



enter image description here



data



sdi_table_2<-read.table(text="'Over 50' 'Under 50'
'Intellectual Disability' 154814 214279
'Other Mental Health' 1387315 1012520
Injuries 240033 116167
Musculo-Skeletal 2041162 447212
'Nervous System' 530179 272756
'Circulatory, Respiratory, Endocrine, and Neoplasms' 1281261 260737
'Other and Unknown' 404973 212136", header=TRUE, check.names=F)
sdi_data_2<-as.data.frame.matrix(sdi_table_2)
sdi_data_2$type<-rownames(sdi_data_2)
sdi_data_2<-melt(sdi_data_2,id.vars = c("type"), value.name = "Beneficiaries")
sdi_data_2$variable <- as.character(sdi_data_2$variable)
colnames(sdi_data_2)[2] <- "Age"
factor(sdi_table_2$type, levels = sdi_table_2$type, ordered = TRUE)


plot



ggplot() +
geom_bar(aes(y = Beneficiaries, x = Age, fill = type),
data = sdi_data_2,
stat = "identity") +
theme_bw() +
scale_y_continuous(label = comma) +
scale_fill_manual(
name = "",
values = c(
"Injuries" = "orange2",
"Circulatory, Respiratory, Endocrine, and Neoplasms" =
"sandybrown",
"Nervous System" = "peachpuff",
"Intellectual Disability" = "skyblue2",
"Musculo-Skeletal" = "royalblue3",
[enter image description here][1] "Other and Unknown" =
"lightgoldenrod1",
"Other Mental Health" = "royalblue1"
),
breaks = c(
"Other and Unknown",
"Injuries",
"Circulatory, Respiratory, Endocrine, and Neoplasms",
"Nervous System",
"Musculo-Skeletal",
"Other Mental Health",
"Intellectual Disability"
)
)









share|improve this question

























  • There are issues in your code. Please check.

    – markus
    Nov 22 '18 at 8:43














1












1








1








I'm struggling with fixing the order of my stacked bar chart despite having read through all the examples I could find. It is definitely not stacking based on the order in my dataframe, which seems to be a common answer.



I've managed to change the labels to the proper order, but the plot itself is being stubborn.



I would like to enter the order manually since it does not follow a pattern.



enter image description here



data



sdi_table_2<-read.table(text="'Over 50' 'Under 50'
'Intellectual Disability' 154814 214279
'Other Mental Health' 1387315 1012520
Injuries 240033 116167
Musculo-Skeletal 2041162 447212
'Nervous System' 530179 272756
'Circulatory, Respiratory, Endocrine, and Neoplasms' 1281261 260737
'Other and Unknown' 404973 212136", header=TRUE, check.names=F)
sdi_data_2<-as.data.frame.matrix(sdi_table_2)
sdi_data_2$type<-rownames(sdi_data_2)
sdi_data_2<-melt(sdi_data_2,id.vars = c("type"), value.name = "Beneficiaries")
sdi_data_2$variable <- as.character(sdi_data_2$variable)
colnames(sdi_data_2)[2] <- "Age"
factor(sdi_table_2$type, levels = sdi_table_2$type, ordered = TRUE)


plot



ggplot() +
geom_bar(aes(y = Beneficiaries, x = Age, fill = type),
data = sdi_data_2,
stat = "identity") +
theme_bw() +
scale_y_continuous(label = comma) +
scale_fill_manual(
name = "",
values = c(
"Injuries" = "orange2",
"Circulatory, Respiratory, Endocrine, and Neoplasms" =
"sandybrown",
"Nervous System" = "peachpuff",
"Intellectual Disability" = "skyblue2",
"Musculo-Skeletal" = "royalblue3",
[enter image description here][1] "Other and Unknown" =
"lightgoldenrod1",
"Other Mental Health" = "royalblue1"
),
breaks = c(
"Other and Unknown",
"Injuries",
"Circulatory, Respiratory, Endocrine, and Neoplasms",
"Nervous System",
"Musculo-Skeletal",
"Other Mental Health",
"Intellectual Disability"
)
)









share|improve this question
















I'm struggling with fixing the order of my stacked bar chart despite having read through all the examples I could find. It is definitely not stacking based on the order in my dataframe, which seems to be a common answer.



I've managed to change the labels to the proper order, but the plot itself is being stubborn.



I would like to enter the order manually since it does not follow a pattern.



enter image description here



data



sdi_table_2<-read.table(text="'Over 50' 'Under 50'
'Intellectual Disability' 154814 214279
'Other Mental Health' 1387315 1012520
Injuries 240033 116167
Musculo-Skeletal 2041162 447212
'Nervous System' 530179 272756
'Circulatory, Respiratory, Endocrine, and Neoplasms' 1281261 260737
'Other and Unknown' 404973 212136", header=TRUE, check.names=F)
sdi_data_2<-as.data.frame.matrix(sdi_table_2)
sdi_data_2$type<-rownames(sdi_data_2)
sdi_data_2<-melt(sdi_data_2,id.vars = c("type"), value.name = "Beneficiaries")
sdi_data_2$variable <- as.character(sdi_data_2$variable)
colnames(sdi_data_2)[2] <- "Age"
factor(sdi_table_2$type, levels = sdi_table_2$type, ordered = TRUE)


plot



ggplot() +
geom_bar(aes(y = Beneficiaries, x = Age, fill = type),
data = sdi_data_2,
stat = "identity") +
theme_bw() +
scale_y_continuous(label = comma) +
scale_fill_manual(
name = "",
values = c(
"Injuries" = "orange2",
"Circulatory, Respiratory, Endocrine, and Neoplasms" =
"sandybrown",
"Nervous System" = "peachpuff",
"Intellectual Disability" = "skyblue2",
"Musculo-Skeletal" = "royalblue3",
[enter image description here][1] "Other and Unknown" =
"lightgoldenrod1",
"Other Mental Health" = "royalblue1"
),
breaks = c(
"Other and Unknown",
"Injuries",
"Circulatory, Respiratory, Endocrine, and Neoplasms",
"Nervous System",
"Musculo-Skeletal",
"Other Mental Health",
"Intellectual Disability"
)
)






r ggplot2 bar-chart stacked-chart






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edited Nov 22 '18 at 8:42









markus

15.6k11336




15.6k11336










asked Nov 22 '18 at 8:07









R BrownR Brown

61




61













  • There are issues in your code. Please check.

    – markus
    Nov 22 '18 at 8:43



















  • There are issues in your code. Please check.

    – markus
    Nov 22 '18 at 8:43

















There are issues in your code. Please check.

– markus
Nov 22 '18 at 8:43





There are issues in your code. Please check.

– markus
Nov 22 '18 at 8:43












1 Answer
1






active

oldest

votes


















0














I don't know if I understand your problem.
But you can order your type using the factor's level.



sdi_data_2$type <- factor(sdi_data_2$type, levels = c("Circulatory, Respiratory, Endocrine, and Neoplasms","Nervous System","Injuries","Other Mental Health","Other and Unknown","Musculo-Skeletal","Intellectual Disability"))
sdi_data_2$Age <- factor(sdi_data_2$Age,levels = c("Under 50","Over 50"))


and then to plot:



ggplot() + geom_bar(aes(y = Beneficiaries, x = Age, fill = type), data = sdi_data_2, stat = "identity") + theme_bw()


This is the result:
enter image description here






share|improve this answer
























  • This is exactly what I needed, thank you!!

    – R Brown
    Nov 22 '18 at 19:14












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1 Answer
1






active

oldest

votes








1 Answer
1






active

oldest

votes









active

oldest

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0














I don't know if I understand your problem.
But you can order your type using the factor's level.



sdi_data_2$type <- factor(sdi_data_2$type, levels = c("Circulatory, Respiratory, Endocrine, and Neoplasms","Nervous System","Injuries","Other Mental Health","Other and Unknown","Musculo-Skeletal","Intellectual Disability"))
sdi_data_2$Age <- factor(sdi_data_2$Age,levels = c("Under 50","Over 50"))


and then to plot:



ggplot() + geom_bar(aes(y = Beneficiaries, x = Age, fill = type), data = sdi_data_2, stat = "identity") + theme_bw()


This is the result:
enter image description here






share|improve this answer
























  • This is exactly what I needed, thank you!!

    – R Brown
    Nov 22 '18 at 19:14
















0














I don't know if I understand your problem.
But you can order your type using the factor's level.



sdi_data_2$type <- factor(sdi_data_2$type, levels = c("Circulatory, Respiratory, Endocrine, and Neoplasms","Nervous System","Injuries","Other Mental Health","Other and Unknown","Musculo-Skeletal","Intellectual Disability"))
sdi_data_2$Age <- factor(sdi_data_2$Age,levels = c("Under 50","Over 50"))


and then to plot:



ggplot() + geom_bar(aes(y = Beneficiaries, x = Age, fill = type), data = sdi_data_2, stat = "identity") + theme_bw()


This is the result:
enter image description here






share|improve this answer
























  • This is exactly what I needed, thank you!!

    – R Brown
    Nov 22 '18 at 19:14














0












0








0







I don't know if I understand your problem.
But you can order your type using the factor's level.



sdi_data_2$type <- factor(sdi_data_2$type, levels = c("Circulatory, Respiratory, Endocrine, and Neoplasms","Nervous System","Injuries","Other Mental Health","Other and Unknown","Musculo-Skeletal","Intellectual Disability"))
sdi_data_2$Age <- factor(sdi_data_2$Age,levels = c("Under 50","Over 50"))


and then to plot:



ggplot() + geom_bar(aes(y = Beneficiaries, x = Age, fill = type), data = sdi_data_2, stat = "identity") + theme_bw()


This is the result:
enter image description here






share|improve this answer













I don't know if I understand your problem.
But you can order your type using the factor's level.



sdi_data_2$type <- factor(sdi_data_2$type, levels = c("Circulatory, Respiratory, Endocrine, and Neoplasms","Nervous System","Injuries","Other Mental Health","Other and Unknown","Musculo-Skeletal","Intellectual Disability"))
sdi_data_2$Age <- factor(sdi_data_2$Age,levels = c("Under 50","Over 50"))


and then to plot:



ggplot() + geom_bar(aes(y = Beneficiaries, x = Age, fill = type), data = sdi_data_2, stat = "identity") + theme_bw()


This is the result:
enter image description here







share|improve this answer












share|improve this answer



share|improve this answer










answered Nov 22 '18 at 9:35









TheAvengerTheAvenger

174112




174112













  • This is exactly what I needed, thank you!!

    – R Brown
    Nov 22 '18 at 19:14



















  • This is exactly what I needed, thank you!!

    – R Brown
    Nov 22 '18 at 19:14

















This is exactly what I needed, thank you!!

– R Brown
Nov 22 '18 at 19:14





This is exactly what I needed, thank you!!

– R Brown
Nov 22 '18 at 19:14




















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