Hello,
I was trying to club these barplots into one figure. If someone can please help me club these?
Sample data is as:
squads <-tibble::tribble(
~test, ~first_res, ~second_res, ~third_res, ~fourth_res, ~fifth_res, ~Frequency,
"Appearance", 201L, 72L, 54L, 46L, 39L, 412L,
"Aroma", 8L, 17L, 17L, 24L, 13L, 79L,
"Flavor", 107L, 148L, 177L, 168L, 122L, 722L,
"Texture", 151L, 225L, 220L, 198L, 150L, 944L,
"Abstract", 282L, 260L, 360L, 356L, 402L, 1660L
)
head(squads)
#> # A tibble: 5 x 7
#> test first_res second_res third_res fourth_res fifth_res Frequency
#> <chr> <int> <int> <int> <int> <int> <int>
#> 1 Appearance 201 72 54 46 39 412
#> 2 Aroma 8 17 17 24 13 79
#> 3 Flavor 107 148 177 168 122 722
#> 4 Texture 151 225 220 198 150 944
#> 5 Abstract 282 260 360 356 402 1660
Created on 2021-05-16 by the reprex package (v2.0.0)
Code can be find below:
tiff(file = "all.tiff", width = 3000, height = 1200, pointsize = 10, units = "px", res = 400)
par(mfrow=c(3,1), mar=c(5,6,1,1)+.1)
#1st OEQ
df <- read.csv("F:/oeq_response.csv")
colnames(df)[1] = "modality"
colnames(df)[2] = "First_response"
colnames(df)[3] = "Second_response"
colnames(df)[4] = "Third_response"
colnames(df)[5] = "Fourth_response"
colnames(df)[6] = "Fifth_response"
dput(df)
#> structure(list(modality = c("Appearance", "Aroma", "Flavor",
#> "Texture", "Abstract"), First_response = c(201L, 8L, 107L, 151L,
#> 282L), Second_response = c(72L, 17L, 148L, 225L, 260L), Third_response = c(54L,
#> 17L, 177L, 220L, 360L), Fourth_response = c(46L, 24L, 168L, 198L,
#> 356L), Fifth_response = c(39L, 13L, 122L, 150L, 402L), Frequency = c(412L,
#> 79L, 722L, 944L, 1660L)), class = "data.frame", row.names = c(NA,
#> -5L))
colnames(df) <- c("modality","First_response","Second_response","Third_response",
"Fourth_response", "Fifth_response", "Frequency")
ggplot(df, aes(x = modality))+
geom_bar()
#> Error in ggplot(df, aes(x = modality)): could not find function "ggplot"
ggplot(dat, aes(modality, value, fill=interaction(variable))) +
geom_bar(stat='identity', position='dodge') +
ggtitle("A: General OEQ") +
theme_bw() + theme(axis.text.x = element_text(angle=90, hjust=1, size = 10, face = "bold")) +
scale_fill_brewer('Open-end', palette='RdPu') + theme(legend.position = c(.51, .80)) +
theme(legend.title=element_blank()) +
xlab("") + ylab("Frequency") + theme(panel.border = element_blank()) +
theme(axis.line = element_line(colour = "black")) +
theme(legend.key.size = unit(1.0, "cm"), legend.key.width = unit(0.5,"cm"),
legend.key.height = unit(0.5,"cm")) +
theme(legend.text = element_text(size = 7))
#> Error in ggplot(dat, aes(modality, value, fill = interaction(variable))): could not find function "ggplot"
#2nd OEQ
df <- read.csv("F:/second_oeq_frequency.csv")
colnames(df)[1] = "modality"
colnames(df)[2] = "First_response"
colnames(df)[3] = "Second_response"
colnames(df)[4] = "Third_response"
colnames(df)[5] = "Fourth_response"
colnames(df)[6] = "Fifth_response"
dput(df)
#> structure(list(modality = c("Appearance", "Aroma", "Flavor",
#> "Texture", "Abstract"), First_response = c(9L, 150L, 190L, 10L,
#> 191L), Second_response = c(1L, 63L, 252L, 37L, 190L), Third_response = c(0L,
#> 64L, 204L, 53L, 240L), Fourth_response = c(4L, 37L, 184L, 65L,
#> 264L), Fifth_response = c(2L, 29L, 132L, 43L, 355L), Frequency = c(16L,
#> 343L, 962L, 208L, 1240L)), class = "data.frame", row.names = c(NA,
#> -5L))
colnames(df) <- c("modality","First_response","Second_response","Third_response",
"Fourth_response", "Fifth_response", "Frequency")
ggplot(df, aes(x = modality))+
geom_bar()
#> Error in ggplot(df, aes(x = modality)): could not find function "ggplot"
#> Using modality as id variables
ggplot(dat, aes(modality, value, fill=interaction(variable))) +
geom_bar(stat='identity', position='dodge') +
theme_bw() + theme(axis.text.x = element_text(angle=90, hjust=1, size = 10, face = "bold")) +
scale_fill_brewer('Open-end', palette='RdPu') + theme(legend.position = "none") +
theme(legend.title=element_blank()) +
xlab("") + ylab("Frequency") + theme(panel.border = element_blank()) +
theme(axis.line = element_line(colour = "black")) +
theme(legend.key.size = unit(1.0, "cm"), legend.key.width = unit(0.5,"cm"),
legend.key.height = unit(0.5,"cm")) +
theme(legend.text = element_text(size = 7))
#> Error in ggplot(dat, aes(modality, value, fill = interaction(variable))): could not find function "ggplot"
#3rd OEQ
df <- read.csv("F:/third_oeq_frequency.csv")
colnames(df)[1] = "modality"
colnames(df)[2] = "First_response"
colnames(df)[3] = "Second_response"
colnames(df)[4] = "Third_response"
colnames(df)[5] = "Fourth_response"
colnames(df)[6] = "Fifth_response"
dput(df)
#> structure(list(modality = c("Appearance", "Aroma", "Flavor",
#> "Texture", "Abstract"), First_response = c(1L, 0L, 1L, 471L,
#> 97L), Second_response = c(2L, 0L, 7L, 408L, 158L), Third_response = c(11L,
#> 0L, 11L, 327L, 234L), Fourth_response = c(6L, 0L, 26L, 220L,
#> 277L), Fifth_response = c(5L, 0L, 27L, 224L, 317L), Frequency = c(25L,
#> 0L, 72L, 1650L, 1083L)), class = "data.frame", row.names = c(NA,
#> -5L))
colnames(df) <- c("modality","First_response","Second_response","Third_response",
"Fourth_response", "Fifth_response", "Frequency")
ggplot(df, aes(x = modality))+
geom_bar()
#> Error in ggplot(df, aes(x = modality)): could not find function "ggplot"
#> Using modality as id variables
ggplot(dat, aes(modality, value, fill=interaction(variable))) +
geom_bar(stat='identity', position='dodge') +
theme_bw() + theme(axis.text.x = element_text(angle=90, hjust=1, size = 10, face = "bold")) +
scale_fill_brewer('Open-end', palette='RdPu') + theme(legend.position = "none") +
theme(legend.title=element_blank()) +
xlab("") + ylab("Frequency") + theme(panel.border = element_blank()) +
theme(axis.line = element_line(colour = "black")) +
theme(legend.key.size = unit(1.0, "cm"), legend.key.width = unit(0.5,"cm"),
legend.key.height = unit(0.5,"cm")) +
theme(legend.text = element_text(size = 7))
#> Error in ggplot(dat, aes(modality, value, fill = interaction(variable))): could not find function "ggplot"
dev.off()
#> png
#> 2
Created on 2021-05-16 by the reprex package (v2.0.0)
