Legend and colour issues

59 views
Skip to first unread message

julienhi...@gmail.com

unread,
May 7, 2015, 3:45:34 PM5/7/15
to ggp...@googlegroups.com
Hi everyone,

I have some issues with ggplot ...

Here is my code :

####Decembre
p <- ggplot(dec, aes(dayindec, LT))
p + geom_point(aes(colour = factor(yearindec), size=2))+ stat_smooth(method="lm", se=FALSE) + ylab("Total Lenght") + xlab("Days") + ggtitle(bquote(atop(.("December")))) + theme_bw() + scale_x_continuous(breaks=seq(1,31,by=5)) + scale_y_continuous(breaks=seq(42,56,by=2)) + theme(legend.title=element_blank(), plot.title = element_text(lineheight=.8, face="bold"), panel.grid.major=element_blank(), panel.grid.minor=element_blank(), legend.position="bottom")

####Janvier
p2 <- ggplot(jan, aes(dayinjan, LT))
p2 + geom_point(aes(colour = factor(yearinjan), size=2)+ stat_smooth(method="lm", se=FALSE) + ylab("Total Lenght") + xlab("Days") + ggtitle(bquote(atop(.("January")))) + theme_bw() + scale_x_continuous(breaks=seq(1,31,by=5)) + scale_y_continuous(breaks=seq(42,56,by=2)) +theme(legend.title=element_blank(), plot.title = element_text(lineheight=.8, face="bold"), panel.grid.major=element_blank(), panel.grid.minor=element_blank(), legend.position="bottom")

You can find figures attached.

First problem, I want my dots size = 2 . But I don't want this information appears in the legend, like this code does. How can I do ?

Second one, because yearindec=4 and yearinjan=3, colours are not the same for the same year in both of my graphs. I want to standardize that (same colour for same year, even if a year is missing in one graph). How can I do ?

Third one, colours are currently random. How can I choose them ? For exemple scale of blue.

Waiting for news from you
Thank you !

Decembre.jpeg
Janvier.jpeg

Brandon Hurr

unread,
May 7, 2015, 3:54:00 PM5/7/15
to julienhi...@gmail.com, ggplot2

First problem, I want my dots size = 2 . But I don't want this information appears in the legend, like this code does. How can I do ?

Put size outside of aes() 
 geom_point(aes(colour = factor(yearindec)), size=2) + ...

Second one, because yearindec=4 and yearinjan=3, colours are not the same for the same year in both of my graphs. I want to standardize that (same colour for same year, even if a year is missing in one graph). How can I do ?

Third one, colours are currently random. How can I choose them ? For exemple scale of blue.

 ?scale_colour_manual

Set your own colors to each factor level so they are standard across your plots. See the examples in the help page.

julienhi...@gmail.com

unread,
May 7, 2015, 5:15:37 PM5/7/15
to ggp...@googlegroups.com, julienhi...@gmail.com
Thank you for answering.


First problem, I want my dots size = 2 . But I don't want this information appears in the legend, like this code does. How can I do 

 
Put size outside of aes() 
 geom_point(aes(colour = factor(yearindec)), size=2) + ...

This does not work. I've tried before asking. An tried again :)
 

Second one, because yearindec=4 and yearinjan=3, colours are not the same for the same year in both of my graphs. I want to standardize that (same colour for same year, even if a year is missing in one graph). How can I do ?

Third one, colours are currently random. How can I choose them ? For exemple scale of blue.

 ?scale_colour_manual

Set your own colors to each factor level so they are standard across your plots. See the examples in the help page.

This works perfectly. Thanks ! 

Brandon Hurr

unread,
May 7, 2015, 5:22:37 PM5/7/15
to julienhi...@gmail.com, ggplot2
Can you create a reproducible example to go with your code for your first problem? Putting size in aes() usually adds a legend that is non-sensical (it's supposed to do that). 

See the bottom of this email for a link on creating a reproducible example. 

--
--
You received this message because you are subscribed to the ggplot2 mailing list.
Please provide a reproducible example: https://github.com/hadley/devtools/wiki/Reproducibility
 
To post: email ggp...@googlegroups.com
To unsubscribe: email ggplot2+u...@googlegroups.com
More options: http://groups.google.com/group/ggplot2

---
You received this message because you are subscribed to the Google Groups "ggplot2" group.
To unsubscribe from this group and stop receiving emails from it, send an email to ggplot2+u...@googlegroups.com.
For more options, visit https://groups.google.com/d/optout.

julienhi...@gmail.com

unread,
May 7, 2015, 5:42:51 PM5/7/15
to ggp...@googlegroups.com, julienhi...@gmail.com
Here is my reproducible example:

require(ggplot2)

data8 <- structure(list(Date = structure(c(18607, 18607, 18608, 18608, 
18608, 18608, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 
18611, 18611, 18611, 18612, 18612, 18612, 18612, 18612, 18612, 
18612, 18612, 18612, 18612, 18612, 18612, 18612, 18612, 18612, 
18612, 18612, 18612, 18612, 18612, 18612, 18612, 18612, 18612, 
18612, 18612, 18612, 18612, 18612, 18612, 18612, 18612, 18612, 
18612, 18612, 18612, 18612, 18612, 18612, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 18614, 
18614, 18614, 18614, 18614, 18614, 18614, 18615, 18615, 18615, 
18615, 18615, 18615, 18615, 18615, 18615, 18615, 18615, 18615, 
18615, 18615, 18615, 18615, 18615, 18615, 18615, 18615, 18615, 
18615, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 
18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 
18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 
18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 
18616, 18616, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 18617, 
18617, 18617, 18617, 18617, 18617, 18617, 18618, 18618, 18618, 
18618, 18618, 18618, 18618, 18618, 18618, 18618, 18618, 18618, 
18618, 18618, 18618, 18618, 18618, 18618, 18618, 18619, 18619, 
18619, 18619, 18619, 18619, 18619, 18619, 18619, 18619, 18619, 
18619, 18619, 18619, 18619, 18619, 18619, 18619, 18619, 18619, 
18619, 18619, 18619, 18619, 18619, 18619, 18619, 18619, 18619, 
18619, 18619, 18619, 18619, 18619, 18619, 18619, 18619, 18620, 
18620, 18620, 18620, 18620, 18620, 18620, 18620, 18620, 18621, 
18621, 18621, 18621, 18621, 18621, 18621, 18621, 18621, 18621, 
18621, 18621, 18621, 18621, 18622, 18622, 18622, 18622, 18623, 
18624, 18624, 18625, 18625, 18625, 18625, 18625, 18626, 18626, 
18626, 18626, 18626, 18626, 18627, 18627, 18627, 18597, 18597, 
18597, 18597, 18598, 18598, 18599, 18599, 18599, 18599, 18599, 
18599, 18599, 18599, 18599, 18599, 18599, 18599, 18599, 18599, 
18599, 18599, 18599, 18599, 18599, 18599, 18599, 18599, 18599, 
18599, 18599, 18599, 18599, 18599, 18600, 18600, 18600, 18600, 
18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 
18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 
18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 
18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 
18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 18601, 
18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 
18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 
18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 
18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 18602, 
18602, 18602, 18602, 18602, 18602, 18603, 18603, 18603, 18603, 
18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 
18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 
18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 
18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 
18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 18603, 
18603, 18603, 18603, 18603, 18604, 18604, 18604, 18604, 18604, 
18604, 18604, 18604, 18604, 18604, 18604, 18604, 18604, 18604, 
18604, 18604, 18604, 18604, 18604, 18604, 18604, 18604, 18604, 
18604, 18604, 18604, 18604, 18604, 18604, 18604, 18604, 18604, 
18604, 18604, 18604, 18604, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 18605, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 18608, 
18608, 18608, 18608, 18608, 18608, 18608, 18609, 18609, 18609, 
18609, 18609, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 18610, 
18610, 18610, 18610, 18610, 18611, 18611, 18611, 18611, 18611, 
18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 
18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 
18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 
18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 18611, 
18611, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 18613, 
18613, 18613, 18613, 18613, 18613, 18614, 18614, 18614, 18614, 
18614, 18614, 18615, 18615, 18615, 18615, 18615, 18615, 18615, 
18616, 18616, 18616, 18616, 18616, 18616, 18616, 18616, 18617, 
18617, 18617, 18617, 18617, 18618, 18619, 18619, 18620, 18620, 
18620, 18597, 18597, 18597, 18597, 18597, 18597, 18597, 18597, 
18597, 18597, 18597, 18597, 18597, 18597, 18597, 18597, 18598, 
18598, 18598, 18598, 18598, 18598, 18599, 18600, 18600, 18600, 
18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 
18600, 18600, 18600, 18600, 18600, 18600, 18600, 18600, 18601, 
18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 18601, 
18601, 18601, 18601, 18601, 18605, 18605, 18605, 18605, 18605, 
18605, 18605, 18605, 18605, 18605, 18606, 18606, 18606, 18606, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 
18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 18606, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 18607, 
18607, 18607, 18607, 18607, 18607, 18607, 18607, 18608, 18608, 
18608, 18608, 18608, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 18624, 
18624, 18624, 18624, 18624, 18624, 18625, 18625, 18626, 18626, 
18626, 18626, 18626, 18626, 18626, 18626, 18626, 18626, 18626, 
18626, 18626, 18626, 18626, 18626, 18626, 18626, 18626, 18626, 
18626, 18626, 18626, 18626, 18626, 18626, 18626, 18626, 18626, 
18626, 18627), class = "Date"), Nb = c(1L, 2L, 1L, 2L, 3L, 4L, 
1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 
15L, 16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 
28L, 29L, 30L, 31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 39L, 40L, 
41L, 42L, 43L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 
12L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 
14L, 15L, 16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 
27L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 35L, 37L, 38L, 39L, 40L, 
1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 
15L, 16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 1L, 2L, 3L, 
4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 
18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 
31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 
44L, 45L, 46L, 47L, 48L, 49L, 50L, 51L, 52L, 53L, 54L, 55L, 56L, 
57L, 58L, 59L, 60L, 61L, 62L, 63L, 64L, 65L, 66L, 67L, 68L, 69L, 
70L, 71L, 72L, 73L, 74L, 75L, 76L, 77L, 78L, 79L, 80L, 81L, 82L, 
83L, 84L, 85L, 86L, 87L, 88L, 89L, 90L, 91L, 92L, 93L, 94L, 95L, 
96L, 97L, 98L, 99L, 100L, 101L, 102L, 103L, 104L, 105L, 106L, 
107L, 108L, 109L, 110L, 111L, 112L, 113L, 114L, 115L, 116L, 117L, 
118L, 119L, 120L, 121L, 122L, 123L, 124L, 125L, 126L, 127L, 128L, 
129L, 130L, 131L, 132L, 133L, 134L, 135L, 136L, 137L, 138L, 139L, 
140L, 141L, 142L, 143L, 144L, 145L, 146L, 147L, 148L, 149L, 150L, 
151L, 152L, 153L, 154L, 155L, 156L, 157L, 158L, 159L, 160L, 161L, 
162L, 163L, 164L, 165L, 166L, 167L, 168L, 169L, 170L, 171L, 172L, 
173L, 174L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 
13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 21L, 22L, 1L, 2L, 3L, 
4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 
18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 
31L, 32L, 33L, 34L, 35L, 36L, 37L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 
8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 
21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 
34L, 35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 44L, 45L, 46L, 
47L, 48L, 49L, 50L, 51L, 52L, 53L, 54L, 55L, 56L, 57L, 58L, 59L, 
60L, 61L, 62L, 63L, 64L, 65L, 66L, 67L, 68L, 69L, 70L, 71L, 72L, 
73L, 74L, 75L, 76L, 77L, 78L, 79L, 80L, 81L, 82L, 83L, 84L, 85L, 
86L, 87L, 88L, 89L, 90L, 91L, 92L, 93L, 94L, 95L, 96L, 97L, 98L, 
99L, 100L, 101L, 102L, 103L, 104L, 105L, 106L, 107L, 108L, 109L, 
110L, 111L, 112L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 
12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 1L, 2L, 3L, 4L, 5L, 6L, 
7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 
20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 
33L, 34L, 35L, 36L, 37L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 
1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 
1L, 2L, 3L, 4L, 1L, 1L, 2L, 1L, 2L, 3L, 4L, 5L, 1L, 2L, 3L, 4L, 
5L, 6L, 1L, 2L, 3L, 1L, 2L, 3L, 4L, 2L, 1L, 1L, 4L, 5L, 6L, 7L, 
8L, 9L, 10L, 11L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 21L, 22L, 
24L, 27L, 28L, 2L, 12L, 20L, 23L, 25L, 26L, 3L, 1L, 2L, 3L, 4L, 
5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 
19L, 20L, 21L, 22L, 24L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 
34L, 35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 44L, 45L, 46L, 
47L, 48L, 25L, 23L, 1L, 3L, 4L, 5L, 6L, 7L, 9L, 10L, 11L, 12L, 
13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 
26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 35L, 36L, 2L, 8L, 
1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 10L, 11L, 12L, 13L, 14L, 15L, 
16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 
29L, 30L, 31L, 33L, 34L, 35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 
43L, 44L, 45L, 46L, 47L, 48L, 49L, 50L, 51L, 52L, 53L, 54L, 55L, 
56L, 57L, 58L, 59L, 60L, 61L, 62L, 63L, 64L, 65L, 66L, 67L, 68L, 
69L, 70L, 71L, 72L, 73L, 75L, 76L, 77L, 78L, 79L, 80L, 81L, 82L, 
83L, 84L, 85L, 87L, 9L, 74L, 86L, 32L, 1L, 2L, 3L, 4L, 5L, 6L, 
7L, 8L, 9L, 10L, 11L, 13L, 14L, 15L, 16L, 17L, 18L, 20L, 21L, 
22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 
35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 44L, 45L, 46L, 47L, 
48L, 49L, 50L, 51L, 52L, 53L, 12L, 19L, 1L, 2L, 4L, 5L, 6L, 7L, 
8L, 9L, 10L, 12L, 13L, 14L, 15L, 16L, 18L, 19L, 20L, 21L, 22L, 
23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 35L, 
36L, 11L, 17L, 3L, 128L, 88L, 131L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 
8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 
21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 30L, 31L, 32L, 33L, 34L, 
35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 44L, 45L, 46L, 48L, 
49L, 50L, 51L, 52L, 53L, 54L, 56L, 57L, 58L, 59L, 60L, 61L, 62L, 
63L, 64L, 65L, 66L, 67L, 68L, 69L, 70L, 71L, 72L, 73L, 75L, 76L, 
77L, 78L, 79L, 80L, 81L, 82L, 83L, 84L, 85L, 86L, 87L, 89L, 90L, 
91L, 92L, 93L, 94L, 95L, 96L, 97L, 98L, 99L, 100L, 101L, 102L, 
103L, 104L, 105L, 106L, 107L, 108L, 109L, 110L, 111L, 113L, 114L, 
115L, 116L, 117L, 118L, 119L, 120L, 121L, 122L, 123L, 125L, 126L, 
127L, 129L, 130L, 29L, 47L, 55L, 74L, 112L, 124L, 1L, 2L, 3L, 
4L, 5L, 6L, 7L, 8L, 9L, 10L, 12L, 13L, 15L, 16L, 17L, 18L, 19L, 
21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 
34L, 35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 44L, 11L, 14L, 
20L, 1L, 2L, 3L, 4L, 6L, 7L, 8L, 9L, 10L, 11L, 14L, 15L, 16L, 
17L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 
31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 39L, 41L, 42L, 43L, 44L, 
45L, 46L, 47L, 48L, 50L, 51L, 53L, 54L, 55L, 56L, 57L, 58L, 59L, 
60L, 61L, 62L, 63L, 64L, 65L, 66L, 67L, 68L, 69L, 70L, 71L, 72L, 
73L, 74L, 75L, 76L, 77L, 79L, 80L, 81L, 82L, 83L, 84L, 85L, 86L, 
87L, 88L, 89L, 90L, 91L, 92L, 93L, 94L, 95L, 96L, 97L, 98L, 99L, 
101L, 102L, 103L, 104L, 105L, 106L, 107L, 108L, 109L, 110L, 111L, 
112L, 113L, 115L, 116L, 117L, 5L, 13L, 18L, 40L, 52L, 78L, 100L, 
114L, 12L, 49L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 10L, 11L, 12L, 
13L, 14L, 15L, 16L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 
27L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 39L, 
40L, 41L, 42L, 43L, 44L, 45L, 46L, 47L, 48L, 49L, 50L, 51L, 52L, 
53L, 54L, 55L, 56L, 57L, 58L, 59L, 60L, 61L, 62L, 63L, 64L, 65L, 
66L, 67L, 68L, 69L, 70L, 71L, 72L, 74L, 75L, 76L, 77L, 79L, 80L, 
81L, 82L, 83L, 84L, 85L, 86L, 87L, 88L, 89L, 90L, 91L, 92L, 93L, 
94L, 95L, 96L, 97L, 98L, 99L, 100L, 101L, 102L, 104L, 106L, 107L, 
108L, 110L, 111L, 112L, 114L, 115L, 9L, 17L, 73L, 103L, 105L, 
109L, 113L, 78L, 1L, 2L, 3L, 4L, 5L, 1L, 2L, 3L, 4L, 5L, 6L, 
7L, 8L, 9L, 10L, 11L, 12L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 
21L, 22L, 23L, 24L, 25L, 26L, 27L, 29L, 30L, 31L, 32L, 33L, 34L, 
35L, 36L, 37L, 38L, 39L, 40L, 41L, 42L, 43L, 44L, 45L, 46L, 47L, 
48L, 49L, 50L, 51L, 52L, 53L, 54L, 55L, 56L, 57L, 58L, 59L, 60L, 
61L, 62L, 63L, 64L, 65L, 66L, 67L, 68L, 69L, 70L, 71L, 72L, 74L, 
75L, 76L, 77L, 78L, 79L, 80L, 81L, 82L, 83L, 84L, 85L, 86L, 87L, 
88L, 89L, 91L, 92L, 93L, 95L, 96L, 97L, 98L, 99L, 100L, 101L, 
102L, 103L, 104L, 105L, 106L, 107L, 108L, 109L, 110L, 111L, 112L, 
113L, 114L, 115L, 116L, 117L, 118L, 119L, 120L, 121L, 122L, 123L, 
124L, 125L, 126L, 127L, 128L, 129L, 130L, 131L, 133L, 134L, 135L, 
136L, 137L, 138L, 139L, 140L, 141L, 142L, 143L, 144L, 145L, 146L, 
147L, 148L, 149L, 150L, 152L, 153L, 154L, 155L, 156L, 157L, 158L, 
159L, 160L, 161L, 163L, 164L, 165L, 166L, 167L, 168L, 169L, 170L, 
171L, 172L, 173L, 174L, 175L, 176L, 177L, 178L, 180L, 181L, 183L, 
185L, 186L, 187L, 188L, 190L, 191L, 192L, 193L, 194L, 195L, 196L, 
197L, 198L, 199L, 200L, 13L, 28L, 73L, 90L, 94L, 151L, 162L, 
179L, 182L, 184L, 189L, 132L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 
9L, 10L, 11L, 12L, 13L, 14L, 16L, 18L, 19L, 20L, 21L, 22L, 23L, 
24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 35L, 36L, 
37L, 38L, 39L, 40L, 41L, 42L, 15L, 17L, 1L, 2L, 3L, 4L, 5L, 6L, 
7L, 8L, 9L, 10L, 11L, 12L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 
21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 32L, 33L, 
34L, 35L, 36L, 37L, 38L, 39L, 41L, 42L, 43L, 44L, 45L, 46L, 47L, 
48L, 49L, 50L, 51L, 52L, 53L, 54L, 55L, 56L, 57L, 58L, 59L, 60L, 
61L, 62L, 63L, 64L, 65L, 66L, 13L, 40L, 67L, 1L, 2L, 3L, 4L, 
5L, 6L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 
8L, 1L, 3L, 4L, 5L, 2L, 1L, 1L, 2L, 2L, 3L, 1L, 1L, 2L, 3L, 4L, 
5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 1L, 2L, 
3L, 4L, 5L, 6L, 1L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 
11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 1L, 2L, 3L, 
4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 1L, 2L, 3L, 
4L, 5L, 6L, 7L, 8L, 9L, 10L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 
9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 18L, 19L, 20L, 21L, 
22L, 23L, 24L, 25L, 26L, 27L, 28L, 29L, 30L, 31L, 1L, 2L, 3L, 
4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 16L, 17L, 
18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 1L, 2L, 3L, 4L, 5L, 1L, 
2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 15L, 
16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 28L, 
29L, 30L, 31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 39L, 40L, 41L, 
42L, 43L, 44L, 45L, 46L, 47L, 48L, 49L, 50L, 51L, 52L, 53L, 54L, 
55L, 56L, 57L, 58L, 59L, 60L, 61L, 62L, 63L, 64L, 65L, 66L, 67L, 
68L, 69L, 70L, 71L, 72L, 73L, 74L, 75L, 76L, 77L, 78L, 79L, 80L, 
81L, 82L, 83L, 84L, 85L, 86L, 87L, 88L, 89L, 90L, 91L, 92L, 93L, 
94L, 95L, 96L, 97L, 98L, 99L, 100L, 101L, 102L, 103L, 104L, 105L, 
106L, 107L, 108L, 109L, 110L, 111L, 112L, 113L, 114L, 115L, 116L, 
117L, 118L, 119L, 120L, 121L, 122L, 123L, 124L, 125L, 126L, 127L, 
128L, 129L, 130L, 131L, 132L, 133L, 134L, 135L, 136L, 137L, 138L, 
139L, 140L, 141L, 142L, 143L, 144L, 145L, 146L, 147L, 148L, 149L, 
150L, 151L, 152L, 153L, 154L, 155L, 156L, 157L, 158L, 159L, 160L, 
161L, 162L, 163L, 164L, 165L, 166L, 167L, 168L, 169L, 170L, 171L, 
172L, 173L, 174L, 175L, 176L, 177L, 178L, 179L, 180L, 181L, 182L, 
183L, 184L, 185L, 186L, 187L, 188L, 189L, 190L, 191L, 192L, 193L, 
194L, 195L, 196L, 197L, 198L, 199L, 200L, 201L, 202L, 203L, 204L, 
205L, 206L, 207L, 208L, 209L, 210L, 211L, 212L, 213L, 214L, 215L, 
216L, 217L, 218L, 219L, 220L, 221L, 222L, 223L, 224L, 225L, 226L, 
227L, 228L, 229L, 230L, 231L, 232L, 233L, 234L, 235L, 236L, 1L, 
2L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 10L, 11L, 12L, 13L, 14L, 
15L, 16L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 
28L, 29L, 30L, 1L), LT = c(50, 50, 55, 52, 49, 48, 51, 52, 49, 
50, 49, 55, 53, 50, 49, 55, 51, 51, 52, 52, 52, 50, 52, 50, 54, 
49, 50, 51, 53, 55, 51, 50, 51, 52, 53, 53, 51, 49, 47, 52, 50, 
49, 52, 51, 52, 53, 52, 50, 48, 53, 50, 47, 49, 51, 52, 52, 51, 
49, 43, 50, 45, 53, 51, 53, 49, 51, 49, 50, 45, 49, 52, 50, 50, 
53, 51, 51, 49, 51, 50, 50, 49, 50, 49, 50, 52, 51, 51, 50, 50, 
51, 54, 53, 50, 52, 50, 51, 48, 52, 49, 46, 50, 49, 50, 50, 52, 
50, 52, 51, 52, 50, 51, 50, 50, 48, 48, 50, 50, 50, 51, 50, 49, 
50, 47, 51, 50, 51, 50, 49, 50, 49, 50, 52, 52, 53, 51, 50, 51, 
50, 52, 52, 49, 51, 50, 51, 50, 50, 54, 50, 51, 48, 51, 52, 51, 
51, 50, 52, 52, 54, 48, 49, 50, 52, 53, 52, 52, 52, 51, 51, 52, 
51, 51, 50, 51, 51, 52, 53, 52, 51, 49, 50, 53, 50, 50, 51, 54, 
50, 52, 52, 53, 51, 52, 52, 52, 51, 51, 51, 49, 50, 51, 49, 50, 
50, 50, 51, 50, 53, 51, 53, 52, 50, 48, 48, 47, 50, 50, 50, 50, 
50, 50, 49, 52, 53, 49, 46, 50, 50, 51, 50, 50, 53, 50, 50, 53, 
51, 52, 50, 50, 48, 51, 48, 49, 50, 51, 48, 52, 51, 49, 50, 50, 
51, 51, 53, 49, 51, 51, 48, 49, 49, 48, 49, 50, 47, 52, 50, 51, 
49, 50, 46, 49, 50, 50, 50, 50, 48, 48, 52, 50, 50, 53, 53, 47, 
48, 51, 50, 46, 49, 50, 50, 52, 50, 45, 46, 50, 47, 46, 48, 49, 
48, 51, 47, 50, 43, 44, 47, 47, 48, 42, 49, 49, 46, 50, 46, 45, 
49, 46, 47, 51, 47, 49, 47, 46, 48, 45, 47, 49, 49, 49, 50, 49, 
48, 51, 48, 47, 49, 47, 48, 48, 47, 48, 46, 48, 46, 48, 44, 48, 
49, 48, 46, 46, 49, 45, 48, 49, 44, 49, 47, 50, 52, 50, 48, 49, 
48, 52, 48, 51, 47, 48, 51, 45, 49, 51, 49, 50, 51, 49, 49, 47, 
51, 49, 49, 51, 51, 50, 53, 48, 48, 46, 51, 49, 50, 47, 50, 53, 
49, 51, 50, 48, 49, 48, 48, 48, 49, 49, 51, 49, 50, 50, 51, 49, 
48, 49, 49, 52, 51, 48, 50, 50, 49, 52, 50, 50, 51, 50, 51, 48, 
50, 50, 51, 52, 51, 51, 48, 50, 47, 49, 50, 48, 49, 50, 51, 50, 
51, 50, 50, 50, 50, 48, 51, 52, 52, 51, 46, 50, 51, 52, 50, 49, 
50, 48, 50, 49, 48, 49, 51, 49, 51, 45, 48, 43, 50, 52, 52, 51, 
50, 54, 49, 50, 50, 52, 50, 51, 49, 53, 52, 50, 49, 51, 53, 50, 
48, 49, 50, 48, 51, 50, 52, 48, 48, 52, 51, 52, 49, 52, 50, 50, 
53, 52, 52, 52, 52, 49, 53, 50, 51, 51, 51, 49, 50, 53, 50, 52, 
50, 52, 51, 51, 49, 51, 51, 50, 51, 51, 50, 50, 49, 51, 51, 50, 
50, 51, 52, 51, 51, 51, 50, 50, 50, 48, 50, 49, 54, 51, 47, 48, 
48, 50, 55, 51, 50, 50, 50, 49, 52, 49, 51, 50, 51, 46, 51, 49, 
50, 51, 50.5, 50, 52, 49, 52, 52, 53, 50, 53, 51, 51, 52, 53, 
51, 51, 53, 53, 52, 50, 50, 53, 50, 52, 51, 51.5, 54, 50, 49.5, 
48, 51, 47, 51, 45, 52, 51, 51, 52, 51, 51, 51, 51, 51, 51, 53.5, 
52, 50, 53, 55, 50, 49, 52, 52, 53, 51, 52, 52, 53, 52, 50, 51, 
51.5, 51, 51, 53.5, 52, 53, 53, 50, 51, 50, 51, 49.5, 50, 50, 
51, 51, 51, 51, 50.5, 54, 52, 53, 52, 52, 52, 51, 50, 50, 55, 
50, 53, 51, 53, 51, 52, 50, 50, 51, 51, 52, 52, 50, 51, 51, 53, 
50, 52, 51, 51, 49.5, 51, 50, 51, 50, 52, 52, 52, 51, 50, 52, 
47, 47, 52, 51, 50, 52, 51, 51, 51, 50, 51.5, 51, 51, 52, 51.5, 
51, 54, 52, 51.5, 51, 52, 52, 51, 51, 52, 52, 51, 52, 50, 52.5, 
53.5, 52.5, 51, 51, 52, 50.5, 50.5, 52, 51, 53, 51.5, 51.5, 49, 
52, 48.5, 51.5, 50.5, 52, 54, 53, 51, 52, 50, 51.5, 51, 53, 52, 
52.5, 51, 52.5, 52, 52.5, 52, 53.5, 52, 52.5, 53, 53, 53, 53.5, 
52, 52, 54, 54, 53, 55, 55, 50, 53, 50, 54, 52, 51, 50, 50, 52, 
50, 51, 52, 51, 51, 51.5, 52, 51, 51, 51, 51, 50, 49, 51.5, 51, 
51, 51, 50.5, 52, 51, 51, 50, 53, 52.5, 54, 51, 51.5, 51, 53, 
51, 52, 52, 50, 51, 51, 50.5, 50.5, 53, 51, 50.5, 53, 50, 50, 
51, 53.5, 49.5, 53, 53, 48.5, 54, 51, 48, 50, 49.5, 50, 49.5, 
52, 49, 51, 51, 51, 52, 50, 50, 52, 52, 51, 51, 52, 51, 52, 49.5, 
52, 53, 52, 51.5, 49.5, 50, 53.5, 51.5, 52, 51, 50, 54, 50, 51, 
48, 48.5, 49, 50.5, 51.5, 49, 50.5, 50, 51, 50, 50, 51.5, 52, 
50, 51, 51.5, 49, 51, 53, 51, 50, 50.5, 50, 51, 50, 48, 50, 51.5, 
50, 51.5, 51, 51.5, 49, 51.5, 51, 51, 48.5, 51, 50, 50, 50.5, 
50, 49, 51, 52, 50, 53, 53, 53, 52.5, 53, 52, 53, 52, 51, 50, 
51, 47.5, 52, 50.5, 51, 52, 51.5, 51, 52, 51.5, 52.5, 48, 51, 
47, 48, 49, 48, 47, 48, 48, 49, 47, 47, 48, 46, 44, 47, 50, 49, 
52.5, 48, 48, 50, 43, 49, 50, 48, 48, 47, 47, 47, 47, 47, 46.5, 
48.5, 50, 46.5, 47.5, 46, 45, 48, 47, 46, 49, 49, 50, 48, 45.5, 
46.5, 47, 46, 45.5, 46, 46, 48, 48.5, 47, 47, 47, 52.5, 51, 51, 
50, 50, 49, 54, 49, 53, 52, 51, 52, 53.5, 53.5, 54, 51, 54.5, 
52, 52.5, 53, 49, 52, 49.5, 50, 54, 52, 50, 52.5, 49, 52, 52, 
51, 54, 52.5, 53, 50, 52.5, 50.5, 51.5, 53, 53, 52, 53, 53, 50, 
52, 52, 53, 50, 49.5, 52, 54, 50, 50.5, 51, 50, 48.5, 53.5, 50, 
48.5, 53, 54, 51, 49, 52.5, 50, 51, 50, 50, 53, 50, 51, 52, 55.5, 
50, 50, 54, 53.5, 51, 49, 52, 52, 52, 53.5, 54, 50, 49, 48, 52, 
52, 52.5, 51, 51, 53, 52, 52, 52, 51, 52, 49, 55.5, 53, 49.5, 
53, 52.5, 51, 49.5, 53, 51, 52.5, 52, 51, 51, 53.5, 50, 53, 51, 
53, 52.5, 51, 52, 52.5, 53.5, 51.5, 53, 53.5, 51, 53.5, 52, 49.5, 
50, 52.5, 52.5, 49.5, 54, 52, 52.5, 52, 54.5, 53, 50, 51, 50, 
52, 54, 51, 52.5, 51.5, 53, 51.5, 52, 52, 53.5, 49.5, 50, 54, 
54, 50.5, 52, 48, 53.5, 52.5, 55, 51, 55, 50.5, 52, 47, 50, 50.5, 
50, 50, 55, 50, 50.5, 52, 52, 53.5, 49.5, 51, 53, 50, 53, 52, 
51, 50, 51, 51.5, 50.5, 51, 50, 50, 54, 50, 51.5, 53.5, 51.5, 
50, 51.5, 50, 51.5, 52, 50, 46.5, 49, 54, 51, 53, 51, 50.5, 50.5, 
53, 51, 51.5, 49, 50, 51, 51, 50, 52, 51, 51, 53, 49.5, 53, 51, 
53, 53, 50, 51, 51, 55, 53.5, 52, 51.5, 52, 54, 53, 51, 54, 50, 
50, 52.5, 51, 52.5, 52, 53, 52.5, 50.5, 51, 51.5, 52.5, 53.5, 
51, 52.5, 51, 53, 50.5, 53, 51, 49, 52, 52.5, 52, 51.5, 51.5, 
49, 51.5, 50.5, 50, 50, 48, 50, 54, 50, 52, 52.5, 50.5, 52, 51, 
53, 52, 49, 50.5, 45, 49.5, 49.5, 53, 52, 50.5, 50, 53.5, 51.5, 
50.5, 51, 52, 50, 51, 50.5, 50, 53, 50, 51, 49.5, 50, 53, 53, 
52, 51.5, 49, 52, 51, 49, 52, 48, 51, 51, 53, 51, 52.5, 51.5, 
51, 52, 53, 51, 50, 50.5, 52, 51, 51, 55, 49, 51.5, 53, 52, 54, 
51.5, 54, 53, 53, 51, 51, 52, 52, 54, 50, 53, 53, 50, 52.5, 53, 
51, 53, 52.5, 49.5, 54, 53, 52, 52, 53, 49, 53, 52.5, 54, 54, 
50, 51.5, 51, 52, 50.5, 51.5, 48.5, 51, 54.5, 52.5, 50.5, 53, 
52, 52, 52.5, 54, 50, 53, 51.5, 53, 56, 49.5, 53.5, 55, 51, 51, 
51.5, 53.5, 50, 50, 52.5, 52, 52, 54, 50.5, 50, 52, 53, 53.5, 
52, 53, 52, 52.5, 53, 51, 52.5, 50.5, 52, 52.5, 52, 55, 53, 53, 
51.5, 55.5, 54, 53, 54.5, 52.5, 50, 53, 53, 53, 52, 53, 53, 49.5, 
53, 52, 53, 52, 52, 50, 51, 50, 52.5, 54.5, 51.5, 52.5, 50, 50.5, 
50, 52, 51, 53, 52, 51.5, 52.5, 51, 54.5, 53, 50.5, 52, 50, 49.5, 
53, 52, 52, 51, 52.5, 50, 52, 53, 49, 52, 54.5, 54, 53.5, 49, 
54, 52, 50.5, 51, 54.5, 51, 50, 52, 54.5, 54, 52, 53, 49, 50, 
51, 51, 53.5, 47, 51, 50.5, 51, 50, 53, 52, 52, 50, 48, 50, 53, 
52, 48.5, 51, 49.5, 52.5, 53, 49, 49, 54, 53, 55, 51, 52, 50, 
52.5, 50, 50, 52, 49.5, 51.5, 53, 52, 50, 51.5, 50.5, 50.5, 51, 
52, 53, 51.5, 52.5, 52, 49, 50, 52, 49, 53, 51, 52, 51, 52.5, 
53.5, 51, 51, 51, 52, 50, 52, 50.5, 52, 48, 52, 51.5, 52.5, 52, 
52, 50, 53, 50, 51, 50, 49, 49, 48, 52, 54, 52, 51, 52, 52, 55, 
49.5, 51, 51.5, 56, 50, 52, 53, 53, 53, 52, 51, 50, 48, 51, 50.5, 
51, 50, 51, 49.5, 53, 51, 55, 49, 48, 49, 49, 49, 49, 47, 51, 
52, 49, 50.5, 52, 50, 53, 51, 51, 51, 50, 52.5, 51, 53, 50, 47, 
48, 51.5, 51, 50.5, 49.5, 51, 50.5, 51, 52, 51, 50, 51, 51, 50, 
49, 51, 53, 50, 51, 50, 51, 49, 51, 52, 51, 51, 51, 49, 51, 51, 
51, 50, 50, 50, 50, 50, 50, 52, 48, 52, 49, 49, 51, 51, 51, 51, 
50, 48, 50, 49, 48, 51, 50, 47, 51, 51, 52, 53, 52, 54, 50, 52, 
52, 52, 53, 51, 51, 50, 49, 50, 51, 50, 52, 50.5, 51, 51, 50, 
50, 52, 51, 50, 51, 50, 51.5, 50.5, 51, 51, 51, 50, 50, 50, 50.5, 
50, 50, 49, 50.5, 51, 51, 50, 50.5, 50, 49, 50, 50.5, 50, 51.5, 
50.5, 50, 51.5, 52, 50, 50.5, 50, 50.5, 52, 50, 50.5, 49, 50, 
50.5, 51, 49.5, 51, 51, 51, 49, 50, 50.5, 49, 51, 50, 50.5, 49.5, 
50, 50, 50, 49, 52, 52, 51, 54, 49, 50, 53, 50, 50, 54, 50, 50, 
50, 49, 50, 50, 50, 51, 50, 52, 49, 52, 48, 48, 49, 53, 50, 52, 
53, 52, 52, 51, 50, 52, 49, 50, 52, 50, 50, 49, 51, 54, 48, 50, 
50.5, 50, 49, 49, 52, 51, 51, 48, 50, 53, 50, 51, 51, 52.5, 50, 
51, 49, 53, 52.5, 50, 52, 53, 52, 51, 50.5, 51, 50, 52, 51, 47.5, 
50, 52, 50, 50, 49, 53, 49.5, 49, 51.5, 50.5, 50.5, 50, 48, 50.5, 
50, 50, 49, 48, 50, 54, 52, 52, 52, 48, 49, 52, 54, 49, 49, 54, 
51, 53, 53, 47, 51, 52, 49, 49.5, 50, 52, 49, 52, 50, 50, 51, 
48, 52, 49, 50, 54, 51, 51, 50, 48, 52, 52, 48, 48, 52, 50, 49, 
48, 48, 49, 49, 48, 49, 52, 51, 49, 50, 50, 50, 51, 50, 48, 52, 
52, 50, 49, 48, 50, 48, 50, 51, 52, 50, 49, 48, 48, 50, 50, 50, 
52, 50, 50, 49, 50, 53, 50, 50, 49, 52, 51, 50, 50, 49, 52, 52, 
51, 50, 48, 51, 49, 52, 52, 50, 48, 49, 50, 51, 48, 49, 52, 50, 
51, 48, 49, 50, 49, 50, 50, 50, 50, 51, 48, 52, 50, 52, 51, 47, 
49, 52, 50, 52, 52, 48, 52, 49, 49, 50, 52, 51, 50, 49, 48, 49, 
51, 51, 51, 50, 50, 51, 48, 52, 52, 52, 52, 46, 52, 51, 48, 53, 
53, 51, 51, 51, 54, 52, 52, 46, 51, 52, 51, 51, 50, 52, 52, 49, 
52, 52, 53, 52, 51, 50), X = c(NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
NA, NA, NA, NA, NA), Mois = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
1L, 1L, 1L, 1L, 1L, 1L, 1L), .Label = "Decembre", class = "factor")), .Names = c("Date", 
"Nb", "LT", "X", "Mois"), row.names = c(NA, -2013L), class = "data.frame")

data8[[1]] <- as.Date(data8[[1]], format="%d/%m/%y")
data8$LT <- as.numeric(levels(data8$LT))[data8$LT]

month<-as.numeric(format(data2$Date, "%m"))
day<-as.numeric(format(data2$Date, "%d")) 
year<-as.numeric(format(data2$Date, "%Y")) 

dec<-data2[which(month==12),]
dayindec<-day[which(month==12)]
yearindec<-year[which(month==12)]

p <- ggplot(dec, aes(dayindec, LT))
p + geom_point(aes(colour = factor(yearindec), size=2)) + scale_colour_manual(values = c("2009" = "grey1","2010" = "grey25","2013" = "grey50", "2014"="grey75")) + stat_smooth(method="lm", se=FALSE, size=1, colour="black") + ylab("Total Lenght") + xlab("Days") + ggtitle(bquote(atop(.("December")))) + theme_bw() + scale_x_continuous(breaks=seq(1,31,by=5)) + scale_y_continuous(breaks=seq(42,56,by=2)) + theme(legend.title=element_blank(), plot.title = element_text(lineheight=.8, face="bold"), panel.grid.major=element_blank(), panel.grid.minor=element_blank(), legend.position="bottom")

Hope it helps
Thanks

Brandon Hurr

unread,
May 7, 2015, 6:34:44 PM5/7/15
to julienhi...@gmail.com, ggplot2
Julien, 

I'm sorry, but that's not reproducible. 

your data is called data8, but you're referencing data2. Then your doing manipulations outside of your dataframe and using those as variables in your plot (which I'm surprised works at all without using qplot). Then your manipulations cause the LT variable to be all NAs, which plots nothing (see warning below). Lastly, your dates are all 2020 and your scale is using 2009-2014. 

Warning messages:
1: In loop_apply(n, do.ply) :
  Removed 2013 rows containing missing values (stat_smooth).
2: In loop_apply(n, do.ply) :
  Removed 2013 rows containing missing values (geom_point).

Could you try again?

julienhi...@gmail.com

unread,
May 7, 2015, 7:40:30 PM5/7/15
to ggp...@googlegroups.com, julienhi...@gmail.com
Okay, my bad. I did a mistake with data sets.

That is my code :

require(ggplot2)

####Loading database####
data2 <- read.table("Taille fct tps.csv", header=T, sep=";", dec = ",", strip.white=T)
data2[[1]] <- as.Date(data2[[1]], format="%d/%m/%Y")
data2$LT <- as.numeric(levels(data2$LT))[data2$LT]

month<-as.numeric(format(data2$Date, "%m"))
day<-as.numeric(format(data2$Date, "%d")) 
year<-as.numeric(format(data2$Date, "%Y")) 

####Decembre
dec<-data2[which(month==12),]
dayindec<-day[which(month==12)]
yearindec<-year[which(month==12)]

p <- ggplot(dec, aes(dayindec, LT))
p + geom_point(aes(colour = factor(yearindec), size=2)) + scale_colour_manual(values = c("2009" = "grey1","2010" = "grey25","2013" = "grey50", "2014"="grey75")) + stat_smooth(method="lm", se=FALSE, size=1, colour="black") + ylab("Total Lenght") + xlab("Days") + ggtitle(bquote(atop(.("December")))) + theme_bw() + scale_x_continuous(breaks=seq(1,31,by=5)) + scale_y_continuous(breaks=seq(42,56,by=2)) + theme(legend.title=element_blank(), plot.title = element_text(lineheight=.8, face="bold"), panel.grid.major=element_blank(), panel.grid.minor=element_blank(), legend.position="bottom")

Please find attached my data set, there are too many datas for R console
It should work now.

Thanks you
Taille fct tps.csv

Brandon Hurr

unread,
May 7, 2015, 9:51:48 PM5/7/15
to julienhi...@gmail.com, ggplot2
Julien, 

The first answer is still you have to take the size=2 out of aes() and it looks like you figured out the scale color pretty well, but your gray scale is hard to decipher. 

ggplot(dec, aes(dayindec, LT)) +
geom_point(aes(colour = factor(yearindec)), size=2) +
scale_colour_manual(values = c("2009" = "grey1","2010" = "grey25","2013" = "grey50", "2014"="grey75")) +
stat_smooth(method="lm", se=FALSE, size=1, colour="black") +
ylab("Total Length") +
xlab("Days") +
ggtitle(bquote(atop(.("December")))) +
theme_bw() +
scale_x_continuous(breaks=seq(1,31,by=5)) +
scale_y_continuous(breaks=seq(42,56,by=2)) +
theme(legend.title=element_blank(), plot.title = element_text(lineheight=.8, face="bold"), panel.grid.major=element_blank(), panel.grid.minor=element_blank(), legend.position="bottom")

HTH
B

--
ok.png

julienhi...@gmail.com

unread,
May 7, 2015, 11:43:28 PM5/7/15
to ggp...@googlegroups.com, julienhi...@gmail.com
I'm still sorry but your dots are no longer 2 sized ...

Brandon Hurr

unread,
May 7, 2015, 11:44:55 PM5/7/15
to julienhi...@gmail.com, ggp...@googlegroups.com
They are. That's at 150 dpi.
On Thu, May 7, 2015 at 20:44 <julienhi...@gmail.com> wrote:
I'm still sorry but your dots are no longer 2 sized ...

julienhi...@gmail.com

unread,
May 8, 2015, 12:45:29 AM5/8/15
to ggp...@googlegroups.com, julienhi...@gmail.com
I don't understand.
Look at your graph, look at mine, huge difference

Brandon Hurr

unread,
May 8, 2015, 12:50:06 AM5/8/15
to julienhi...@gmail.com, ggp...@googlegroups.com
If you are happy with it, that's all that matters. I set the DPI on my output device higher than normal so things come out a bit small. When you run the code, does the size 2 legend disappear?

Are you having other issues with your plot?
On Thu, May 7, 2015 at 21:45 <julienhi...@gmail.com> wrote:
I don't understand.
Look at your graph, look at mine, huge difference

--

julienhi...@gmail.com

unread,
May 8, 2015, 12:54:41 AM5/8/15
to ggp...@googlegroups.com, julienhi...@gmail.com
Okay.
No, I'm good now.
Thank you so much for your help !
Reply all
Reply to author
Forward
0 new messages