I have posted about this graph before but I am getting the same issue and I think it may be due to my data set. This is what I am working off of:
Date
Surface
Surface pH Temperature
1 2019-05-13 12.08 8.56 11.16
2 2019-05-29 11.68 8.90 8.76
3 2019-06-10 8.69 9.07 14.65
4 2019-06-24 2.26 7.49 17.51
5 2019-07-08 4.54 7.77 23.82
6 2019-08-05 2.13 8.17 25.29
7 2019-08-19 6.34 8.62 26.50
8 2019-09-04 9.33 9.03 24.31
9 2019-09-16 10.98 8.58 21.02
10 2019-09-30 9.59 8.61 17.33
11 2019-10-14 16.07 8.70 10.39
12 2019-11-14 9.12 8.07 6.38
When I produce a graph with this data set, I end up with a graph that is clearly not right and the y axis is all over the place.
dat.g <- gather(Plaster_2019_Data, type, value, -Date)
ggplot(dat.g, aes(Date, value)) +
geom_bar(aes(fill = Date), stat = 'identity', position = "dodge2") +
facet_grid(.~type) +
expand_limits(y = c(1,30))
Another user created this code and made their own data set with my data:
df<-structure(list(Date = structure(c(3L, 4L, 5L, 6L, 7L, 9L, 8L,
12L, 10L, 11L, 1L, 2L), .Label = c("10/14/2019", "11/14/2019",
"5/13/2019", "5/29/2019", "6/10/2019", "6/24/2019", "7/8/2019",
"8/19/2019", "8/5/2019", "9/16/2019", "9/30/2019", "9/4/2019"
), class = "factor"), Surface = c(12.08, 11.68, 8.69, 2.26, 4.54,
2.13, 6.34, 9.33, 10.98, 9.59, 16.07, 9.12), pH = c(8.56, 8.9, 9.07, 7.49, 7.77, 8.17, 8.62, 9.03, 8.58, 8.61, 8.7, 8.07), Temperature = c(11.16,8.76, 14.65, 17.51, 23.82, 25.29, 26.5, 24.31, 21.02, 17.33, 10.39, 6.38)), class = "data.frame", row.names = c(NA, -12L))
df$Date <- as.Date(df$Date, format = "%m/%d/%Y")
dat.g <- gather(df, type, value, -Date)
ggplot(dat.g, aes(Date, value)) +
geom_bar(aes(fill = type), stat = 'identity', position = "dodge2") +
facet_grid(.~type) +
expand_limits(y = c(1,30))+
scale_x_date(date_breaks = "month",
date_labels = "%b")+
theme(axis.text.x = element_text(angle = 45, hjust = 1))
This produces the correct graph. The bars are where they should be and the y axis is in the correct order.
I would love some help figuring out why my data set is not working correctly!