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2018 Jan 18
0
Split charts with ggplot2, tidyquant
Hi Charlie,
I am comfortable to put the data in any way that works best. Here are two
possibilities: an xts and a data frame.
library(quantmod)
quantmod::getSymbols("SPY") # creates xts variable SPY
SPYxts <- SPY[,c("SPY.Close","SPY.Volume")]
SPYdf <- data.frame(Date=index(SPYxts),close=as.numeric(SPYxts$SPY.Close),
2018 Jan 18
3
Split charts with ggplot2, tidyquant
Could you provide some information on your data structure (e.g., are the
two time series in separate columns in the data)? The solution is fairly
straightforward once you have the data in the right structure. And I do
not think tidyquant is necessary for what you want.
Best,
Charlie
--
Charles Redmon
GRA, Center for Research Methods and Data Analysis
PhD Student, Department of Linguistics
2018 Jan 19
2
Split charts with ggplot2, tidyquant
So the general strategy for getting these into separate panels in ggplot
is to have a single variable that will be your response and a factor
variable that indexes which original variable it came from. This can be
accomplished in many ways, but the way I use is with the melt() function
in the reshape2 package.
For example,
library(reshape2)
plotDF <- melt(SPYdf,
??? ??? ??? ??? ??? ???
2018 Jan 19
0
Split charts with ggplot2, tidyquant
Hi Charlie,
Thanks. This is helpful. As mentioned in my original question, I want to be
able to plot a few such charts on the same page,
say a 2 x 2 grid with such a chart for each of 4 different stocks. Using
your solution I accomplished this by making
a list pLst of your ggplots and then calling cowplot::plot_grid(
plotlist=pLst, nrow=2, ncol=2 ) That worked fine.
The one issue I have is that
2018 Jan 20
2
Split charts with ggplot2, tidyquant
For this kind of control you will probably need to move to base graphics
and utilize the `fig` argument in par(), in which case you would want to
run the plot() command twice: once with your first outcome and once with
your second, changing the par() settings before each one to control the
size.
On 01/19/2018 01:39 PM, Eric Berger wrote:
> Hi Charlie,
> Thanks. This is helpful. As
2018 Jan 20
0
Split charts with ggplot2, tidyquant
That (the need for base graphics) is false. It certainly **can** be done in
base graphics -- see ?layout for a perhaps more straightforward way to do
it along the lines you suggest.
However both lattice and ggplot are based on grid graphics, which has a
similar but slightly more flexible ?grid.layout function which would allow
one to size and place subsequent ggplot or lattice graphs in an
2018 Jan 21
1
Split charts with ggplot2, tidyquant
Thanks for the reminder about lattice! I did some searching and there's
a good example of manipulating the size of subplots using the `position`
argument (see pp. 202-203 in the Trellis Users Guide:
http://ml.stat.purdue.edu/stat695t/writings/Trellis.User.pdf). This is
not within the paneling environment with the headers like in other
trellis plots though, so you'll have to do a bit