I have coded a heatmap using ggplot tiles and it has sequencial days on the x axis . The problem I am trying to solve is to remove weekends from the heatmap and show only weekdays. I have found that one solution would be to transform the dates into factors but if I do that how can I format the labels in scale_x_discrete to be in %d%m date format ? Is there a way to keep the dates as date format instead of turning it into factors ? Below is an example:
randomString <- function(n=5,length=3) {
randomStringX <- c(1:n)
for(i in 1:n) {
randomStringX[i] <- paste(sample(c(LETTERS),length,replace = TRUE),collapse = "")
}
return(randomStringX)
}
randomString()
data.frame(client=randomString(),day=rep(seq.Date(Sys.Date()-10,length.out=10,by="1 day"),2)) %>% mutate(sales=round(rnorm(20,492,300),1)) %>% mutate(scale=cut(sales,breaks=c(0,100,200,300,max(sales)),labels = c("0-100","100-200","200-300","+300"))) %>% ggplot(.,aes(x=day,y=client,fill=scale)) + geom_tile() + scale_x_date(date_breaks = "1 day")
Thanks in advance
You can exclude data from weekends using the is.weekend
function from chron
The weekend dates themselves can be excluded from an x-axis using the bdscale
package
library(chron)
library(bdscale)
library(scales)
library(ggplot2)
library(dplyr)
df <- as.data.frame(client = randomString(), day = rep(seq.Date(
Sys.Date() - 10, length.out = 10, by = "1 day"), 2)) %>%
mutate(sales = round(rnorm(20, 492, 300), 1)) %>%
mutate(scale =
cut(
sales,
breaks = c(0, 100, 200, 300, max(sales)),
labels = c("0-100", "100-200", "200-300", "+300")
)) %>%
filter(is.weekend(day) == FALSE)
ggplot(df, aes(x = day, y = client, color = scale, fill = scale)) +
geom_tile() +
# scale_x_date(date_breaks = "1 day") +
theme(axis.text.x = element_text(angle = 45)) +
scale_x_bd(business.dates = sort(df$day), max.major.breaks = 30, labels=scales::date_format('%d %b'))
Removing data from weekends can also be done using lubridate
and the wday
function as filter(!wday(day) %in% c(1,7))
Sun/Sat are stored as 1 and 7 respectively. - Credit to @AHart
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