Having trouble with facet wrap in ggplot
I'm having a bit of difficulty setting up a facet wrap in ggplot with three variables of which two are points and the third is a line. There should be twelve plots (one for each month, which is the facet wrap) with locations along the x and numparts along the y. The three variables are OSM, DRP and Demand. Here is sample data (the actual data consists of 12 months of 30 locations per month). I added it as code as I can't figure out how to add Excel data to Stack Overflow.
The code I've generated so far is as follws, but it doesn't work. I also can't figure out how to get the three variables into a legend. Any assistance would be appreciated.
library(ggplot2)
parts$Location<-as.factor(parts$Location)
parts$OSM<-as.factor(parts$OSM)
parts$DRP<-as.factor(parts$DRP)
parts$Demand<-as.factor(parts$Demand)
parts$Month<-as.factor(parts$Month)
data=data.frame(parts$Location,parts$Month,parts$OSM,parts$DRP,parts$Demand)
# Faceting
ggplot(data)+geom_point(stat = "identity", aes(y=parts$OSMparts, x=parts$Location,pch=4,col="red" )) +
geom_point(stat = "identity", aes(y=parts$DRPparts, x=parts$Location,pch=16,col="blue" ))+
geom_line(stat = "identity", aes(y=parts$Demandparts, x=parts$Location,col="green" ))
facet_wrap(~parts$Month)
Location Month OSM Demand DRP
1 January 0 0 1
2 January 2 0 2
3 January 0 1 0
4 January 0 0 1
5 January 2 0 2
1 February 0 0 0
2 February 2 2 2
3 February 0 0 0
4 February 1 1 0
5 February 1 1 2
1 March 0 0 0
2 March 2 4 2
3 March 0 1 0
4 March 2 2 1
5 March 2 2 2
1 April 0 0 NA
2 April 2 2 NA
3 April 0 0 NA
4 April 1 1 NA
5 April 2 4 NA
1 May 0 0 NA
2 May 1 0 NA
3 May 0 0 NA
4 May 2 2 NA
5 May 2 0 NA
1 June 0 0 0
2 June 3 6 2
3 June 0 0 0
4 June 1 3 1
5 June 2 7 2
1 July 0 0 0
2 July 3 3 3
3 July 0 1 0
4 July 3 4 2
5 July 3 4 3
1 August 0 1 0
2 August 3 3 3
3 August 0 0 0
4 August 4 6 3
5 August 3 6 3
1 September 0 0 1
2 September 3 0 3
3 September 0 0 1
4 September 2 3 3
5 September 3 1 4
1 October 0 0 0
2 October 2 1 2
3 October 0 0 0
4 October 4 3 3
5 October 3 1 3
1 November 0 0 0
2 November 2 1 2
3 November 0 1 0
4 November 5 7 3
5 November 4 5 3
1 December 0 0 0
2 December 2 5 2
3 December 0 0 0
4 December 2 0 4
5 December 5 13 3
r ggplot2 charts facet-wrap
add a comment |
I'm having a bit of difficulty setting up a facet wrap in ggplot with three variables of which two are points and the third is a line. There should be twelve plots (one for each month, which is the facet wrap) with locations along the x and numparts along the y. The three variables are OSM, DRP and Demand. Here is sample data (the actual data consists of 12 months of 30 locations per month). I added it as code as I can't figure out how to add Excel data to Stack Overflow.
The code I've generated so far is as follws, but it doesn't work. I also can't figure out how to get the three variables into a legend. Any assistance would be appreciated.
library(ggplot2)
parts$Location<-as.factor(parts$Location)
parts$OSM<-as.factor(parts$OSM)
parts$DRP<-as.factor(parts$DRP)
parts$Demand<-as.factor(parts$Demand)
parts$Month<-as.factor(parts$Month)
data=data.frame(parts$Location,parts$Month,parts$OSM,parts$DRP,parts$Demand)
# Faceting
ggplot(data)+geom_point(stat = "identity", aes(y=parts$OSMparts, x=parts$Location,pch=4,col="red" )) +
geom_point(stat = "identity", aes(y=parts$DRPparts, x=parts$Location,pch=16,col="blue" ))+
geom_line(stat = "identity", aes(y=parts$Demandparts, x=parts$Location,col="green" ))
facet_wrap(~parts$Month)
Location Month OSM Demand DRP
1 January 0 0 1
2 January 2 0 2
3 January 0 1 0
4 January 0 0 1
5 January 2 0 2
1 February 0 0 0
2 February 2 2 2
3 February 0 0 0
4 February 1 1 0
5 February 1 1 2
1 March 0 0 0
2 March 2 4 2
3 March 0 1 0
4 March 2 2 1
5 March 2 2 2
1 April 0 0 NA
2 April 2 2 NA
3 April 0 0 NA
4 April 1 1 NA
5 April 2 4 NA
1 May 0 0 NA
2 May 1 0 NA
3 May 0 0 NA
4 May 2 2 NA
5 May 2 0 NA
1 June 0 0 0
2 June 3 6 2
3 June 0 0 0
4 June 1 3 1
5 June 2 7 2
1 July 0 0 0
2 July 3 3 3
3 July 0 1 0
4 July 3 4 2
5 July 3 4 3
1 August 0 1 0
2 August 3 3 3
3 August 0 0 0
4 August 4 6 3
5 August 3 6 3
1 September 0 0 1
2 September 3 0 3
3 September 0 0 1
4 September 2 3 3
5 September 3 1 4
1 October 0 0 0
2 October 2 1 2
3 October 0 0 0
4 October 4 3 3
5 October 3 1 3
1 November 0 0 0
2 November 2 1 2
3 November 0 1 0
4 November 5 7 3
5 November 4 5 3
1 December 0 0 0
2 December 2 5 2
3 December 0 0 0
4 December 2 0 4
5 December 5 13 3
r ggplot2 charts facet-wrap
Please post code or data as text, and not as images. Also see how to make a great reproducible example.
– Anonymous coward
Nov 28 '18 at 22:05
Welcome to SO (I say that as you posted a picture of data). Pictures are neither code nor data unless the topic is image processing. Please remove the image, click on the "r" below your question, click on "info" and study how to post a proper question.
– hrbrmstr
Nov 28 '18 at 22:59
add a comment |
I'm having a bit of difficulty setting up a facet wrap in ggplot with three variables of which two are points and the third is a line. There should be twelve plots (one for each month, which is the facet wrap) with locations along the x and numparts along the y. The three variables are OSM, DRP and Demand. Here is sample data (the actual data consists of 12 months of 30 locations per month). I added it as code as I can't figure out how to add Excel data to Stack Overflow.
The code I've generated so far is as follws, but it doesn't work. I also can't figure out how to get the three variables into a legend. Any assistance would be appreciated.
library(ggplot2)
parts$Location<-as.factor(parts$Location)
parts$OSM<-as.factor(parts$OSM)
parts$DRP<-as.factor(parts$DRP)
parts$Demand<-as.factor(parts$Demand)
parts$Month<-as.factor(parts$Month)
data=data.frame(parts$Location,parts$Month,parts$OSM,parts$DRP,parts$Demand)
# Faceting
ggplot(data)+geom_point(stat = "identity", aes(y=parts$OSMparts, x=parts$Location,pch=4,col="red" )) +
geom_point(stat = "identity", aes(y=parts$DRPparts, x=parts$Location,pch=16,col="blue" ))+
geom_line(stat = "identity", aes(y=parts$Demandparts, x=parts$Location,col="green" ))
facet_wrap(~parts$Month)
Location Month OSM Demand DRP
1 January 0 0 1
2 January 2 0 2
3 January 0 1 0
4 January 0 0 1
5 January 2 0 2
1 February 0 0 0
2 February 2 2 2
3 February 0 0 0
4 February 1 1 0
5 February 1 1 2
1 March 0 0 0
2 March 2 4 2
3 March 0 1 0
4 March 2 2 1
5 March 2 2 2
1 April 0 0 NA
2 April 2 2 NA
3 April 0 0 NA
4 April 1 1 NA
5 April 2 4 NA
1 May 0 0 NA
2 May 1 0 NA
3 May 0 0 NA
4 May 2 2 NA
5 May 2 0 NA
1 June 0 0 0
2 June 3 6 2
3 June 0 0 0
4 June 1 3 1
5 June 2 7 2
1 July 0 0 0
2 July 3 3 3
3 July 0 1 0
4 July 3 4 2
5 July 3 4 3
1 August 0 1 0
2 August 3 3 3
3 August 0 0 0
4 August 4 6 3
5 August 3 6 3
1 September 0 0 1
2 September 3 0 3
3 September 0 0 1
4 September 2 3 3
5 September 3 1 4
1 October 0 0 0
2 October 2 1 2
3 October 0 0 0
4 October 4 3 3
5 October 3 1 3
1 November 0 0 0
2 November 2 1 2
3 November 0 1 0
4 November 5 7 3
5 November 4 5 3
1 December 0 0 0
2 December 2 5 2
3 December 0 0 0
4 December 2 0 4
5 December 5 13 3
r ggplot2 charts facet-wrap
I'm having a bit of difficulty setting up a facet wrap in ggplot with three variables of which two are points and the third is a line. There should be twelve plots (one for each month, which is the facet wrap) with locations along the x and numparts along the y. The three variables are OSM, DRP and Demand. Here is sample data (the actual data consists of 12 months of 30 locations per month). I added it as code as I can't figure out how to add Excel data to Stack Overflow.
The code I've generated so far is as follws, but it doesn't work. I also can't figure out how to get the three variables into a legend. Any assistance would be appreciated.
library(ggplot2)
parts$Location<-as.factor(parts$Location)
parts$OSM<-as.factor(parts$OSM)
parts$DRP<-as.factor(parts$DRP)
parts$Demand<-as.factor(parts$Demand)
parts$Month<-as.factor(parts$Month)
data=data.frame(parts$Location,parts$Month,parts$OSM,parts$DRP,parts$Demand)
# Faceting
ggplot(data)+geom_point(stat = "identity", aes(y=parts$OSMparts, x=parts$Location,pch=4,col="red" )) +
geom_point(stat = "identity", aes(y=parts$DRPparts, x=parts$Location,pch=16,col="blue" ))+
geom_line(stat = "identity", aes(y=parts$Demandparts, x=parts$Location,col="green" ))
facet_wrap(~parts$Month)
Location Month OSM Demand DRP
1 January 0 0 1
2 January 2 0 2
3 January 0 1 0
4 January 0 0 1
5 January 2 0 2
1 February 0 0 0
2 February 2 2 2
3 February 0 0 0
4 February 1 1 0
5 February 1 1 2
1 March 0 0 0
2 March 2 4 2
3 March 0 1 0
4 March 2 2 1
5 March 2 2 2
1 April 0 0 NA
2 April 2 2 NA
3 April 0 0 NA
4 April 1 1 NA
5 April 2 4 NA
1 May 0 0 NA
2 May 1 0 NA
3 May 0 0 NA
4 May 2 2 NA
5 May 2 0 NA
1 June 0 0 0
2 June 3 6 2
3 June 0 0 0
4 June 1 3 1
5 June 2 7 2
1 July 0 0 0
2 July 3 3 3
3 July 0 1 0
4 July 3 4 2
5 July 3 4 3
1 August 0 1 0
2 August 3 3 3
3 August 0 0 0
4 August 4 6 3
5 August 3 6 3
1 September 0 0 1
2 September 3 0 3
3 September 0 0 1
4 September 2 3 3
5 September 3 1 4
1 October 0 0 0
2 October 2 1 2
3 October 0 0 0
4 October 4 3 3
5 October 3 1 3
1 November 0 0 0
2 November 2 1 2
3 November 0 1 0
4 November 5 7 3
5 November 4 5 3
1 December 0 0 0
2 December 2 5 2
3 December 0 0 0
4 December 2 0 4
5 December 5 13 3
r ggplot2 charts facet-wrap
r ggplot2 charts facet-wrap
edited Nov 28 '18 at 23:41
Angus
asked Nov 28 '18 at 21:25
AngusAngus
677
677
Please post code or data as text, and not as images. Also see how to make a great reproducible example.
– Anonymous coward
Nov 28 '18 at 22:05
Welcome to SO (I say that as you posted a picture of data). Pictures are neither code nor data unless the topic is image processing. Please remove the image, click on the "r" below your question, click on "info" and study how to post a proper question.
– hrbrmstr
Nov 28 '18 at 22:59
add a comment |
Please post code or data as text, and not as images. Also see how to make a great reproducible example.
– Anonymous coward
Nov 28 '18 at 22:05
Welcome to SO (I say that as you posted a picture of data). Pictures are neither code nor data unless the topic is image processing. Please remove the image, click on the "r" below your question, click on "info" and study how to post a proper question.
– hrbrmstr
Nov 28 '18 at 22:59
Please post code or data as text, and not as images. Also see how to make a great reproducible example.
– Anonymous coward
Nov 28 '18 at 22:05
Please post code or data as text, and not as images. Also see how to make a great reproducible example.
– Anonymous coward
Nov 28 '18 at 22:05
Welcome to SO (I say that as you posted a picture of data). Pictures are neither code nor data unless the topic is image processing. Please remove the image, click on the "r" below your question, click on "info" and study how to post a proper question.
– hrbrmstr
Nov 28 '18 at 22:59
Welcome to SO (I say that as you posted a picture of data). Pictures are neither code nor data unless the topic is image processing. Please remove the image, click on the "r" below your question, click on "info" and study how to post a proper question.
– hrbrmstr
Nov 28 '18 at 22:59
add a comment |
1 Answer
1
active
oldest
votes
The solution is far more simple than you are trying to make it.
ggplot(parts) +
geom_point(aes(x=Location, y=OSM, col="blue"), pch=16)+
geom_point(aes(x=Location, y=DRP, col="red"), pch=16)+
geom_line(aes(x=Location, y=Demand, col="green"))+
facet_wrap(~factor(Month, levels = month.name))+
scale_colour_discrete(name ="Label",
labels=c("DRP", "Demand","OSM"))
Thanks, but how do I get the months in the correct order?
– Angus
Nov 28 '18 at 23:47
Sorry, just add levels = month.name to the factor. See updated code.
– Jared C
Nov 28 '18 at 23:56
add a comment |
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
The solution is far more simple than you are trying to make it.
ggplot(parts) +
geom_point(aes(x=Location, y=OSM, col="blue"), pch=16)+
geom_point(aes(x=Location, y=DRP, col="red"), pch=16)+
geom_line(aes(x=Location, y=Demand, col="green"))+
facet_wrap(~factor(Month, levels = month.name))+
scale_colour_discrete(name ="Label",
labels=c("DRP", "Demand","OSM"))
Thanks, but how do I get the months in the correct order?
– Angus
Nov 28 '18 at 23:47
Sorry, just add levels = month.name to the factor. See updated code.
– Jared C
Nov 28 '18 at 23:56
add a comment |
The solution is far more simple than you are trying to make it.
ggplot(parts) +
geom_point(aes(x=Location, y=OSM, col="blue"), pch=16)+
geom_point(aes(x=Location, y=DRP, col="red"), pch=16)+
geom_line(aes(x=Location, y=Demand, col="green"))+
facet_wrap(~factor(Month, levels = month.name))+
scale_colour_discrete(name ="Label",
labels=c("DRP", "Demand","OSM"))
Thanks, but how do I get the months in the correct order?
– Angus
Nov 28 '18 at 23:47
Sorry, just add levels = month.name to the factor. See updated code.
– Jared C
Nov 28 '18 at 23:56
add a comment |
The solution is far more simple than you are trying to make it.
ggplot(parts) +
geom_point(aes(x=Location, y=OSM, col="blue"), pch=16)+
geom_point(aes(x=Location, y=DRP, col="red"), pch=16)+
geom_line(aes(x=Location, y=Demand, col="green"))+
facet_wrap(~factor(Month, levels = month.name))+
scale_colour_discrete(name ="Label",
labels=c("DRP", "Demand","OSM"))
The solution is far more simple than you are trying to make it.
ggplot(parts) +
geom_point(aes(x=Location, y=OSM, col="blue"), pch=16)+
geom_point(aes(x=Location, y=DRP, col="red"), pch=16)+
geom_line(aes(x=Location, y=Demand, col="green"))+
facet_wrap(~factor(Month, levels = month.name))+
scale_colour_discrete(name ="Label",
labels=c("DRP", "Demand","OSM"))
edited Nov 28 '18 at 23:55
answered Nov 28 '18 at 23:35
Jared CJared C
232314
232314
Thanks, but how do I get the months in the correct order?
– Angus
Nov 28 '18 at 23:47
Sorry, just add levels = month.name to the factor. See updated code.
– Jared C
Nov 28 '18 at 23:56
add a comment |
Thanks, but how do I get the months in the correct order?
– Angus
Nov 28 '18 at 23:47
Sorry, just add levels = month.name to the factor. See updated code.
– Jared C
Nov 28 '18 at 23:56
Thanks, but how do I get the months in the correct order?
– Angus
Nov 28 '18 at 23:47
Thanks, but how do I get the months in the correct order?
– Angus
Nov 28 '18 at 23:47
Sorry, just add levels = month.name to the factor. See updated code.
– Jared C
Nov 28 '18 at 23:56
Sorry, just add levels = month.name to the factor. See updated code.
– Jared C
Nov 28 '18 at 23:56
add a comment |
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Please post code or data as text, and not as images. Also see how to make a great reproducible example.
– Anonymous coward
Nov 28 '18 at 22:05
Welcome to SO (I say that as you posted a picture of data). Pictures are neither code nor data unless the topic is image processing. Please remove the image, click on the "r" below your question, click on "info" and study how to post a proper question.
– hrbrmstr
Nov 28 '18 at 22:59