I am trying to plot a bar plot (with position ='identity', stat = 'identity') and a line plot on the same plot against months using ggplot2 package in R.
My data consists of 3 mainly concerned values
1- Global irradiance 2- Diffuse irradiance 3- Temperature
To make a bar plot, I have merged the values of Global and Diffuse irradiances in one molten dataframe. Whereas I have kept temperature values separate in an initial dataframe as I don't want it's bar plot with the irradiance values.
Now problem is I am unable to make ggplot from two different dataframes. The error I am getting using this approach is
Error: ggplot2 doesn't know how to deal with data of class uneval
even though class of both datasets is dataframe now.
On the other hand, I am confused on how to include my values in a single dataframe that I can plot all them together as bar and line plots.
My piece of code for data is:
library(ggplot2)
library(officer)
library(reshape2)
data <- "U://30-Power & Water//25 Renewables//WORK//Data//PVPlanner//PVPlanner.csv"
data <- read.table(data,skip = 36, header = T, sep=";")
data <- data.frame(data[1:12,])
data$Month <- factor(data$Month,levels = c("Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"))
whereas my data looks like:
Month GHId GHIm Diffd Diffm T24
1 Jan 3.27 101 0.92 29 13.3
2 Feb 3.92 110 1.23 34 13.3
3 Mar 5.30 164 1.58 49 13.9
4 Apr 6.18 185 1.89 57 14.9
5 May 6.93 215 2.00 62 16.4
6 Jun 7.53 226 1.80 54 18.4
7 Jul 7.42 230 1.87 58 21.1
8 Aug 7.06 219 1.58 49 22.0
9 Sep 5.97 179 1.39 42 21.3
10 Oct 4.50 140 1.26 39 18.7
11 Nov 3.53 106 0.99 30 15.9
12 Dec 2.90 90 0.86 27 13.3
The code for making a molten dataframe out of my data is:
dfd <- melt(data[,c('Month','GHId','Diffd')],id.vars = 1)
The code for my ggplot is:
ggplot() + geom_bar(dfd,aes(x = Month,y = value,fill = variable),stat = "identity",position = "identity")+geom_line(data,aes(Month, data[,6]), col=red)
I am trying to make this kind of plot:
I am looking forward to getting guidance on the type of approach that I can take either to work on a single dataframes or to call values from two different dataframes.
Thanks in advance! Regards
