[R] estimating NA values against selected slots

arun smartpink111 at yahoo.com
Sat Jul 7 01:37:27 CEST 2012


Hello,

I am getting errors while reading ur dataset in R.  Probably due to some formatting errors in email.  

#You can try this: 

dat1<-data.frame(Year=1962:1986,Discharge=c(rnorm(15,25),rep(NA,5),1:5)) 
lm1<-lm(Discharge~Year,dat1)
dat2<-data.frame(Year=dat1[,1])
dat1$fit<-predict(lm1,newdata=dat2)
dat1<-within(dat1,{Dischargenew<-ifelse(is.na(Discharge)==T,fit,Discharge)})
dat1new<-dat1[,c(1:2,4)]
  tail(dat1new,12)
   Year Discharge Dischargenew
14 1975  24.61637     24.61637
15 1976  26.65415     26.65415
16 1977        NA     15.14267
17 1978        NA     14.05660
18 1979        NA     12.97052
19 1980        NA     11.88445
20 1981        NA     10.79838
21 1982   1.00000      1.00000
22 1983   2.00000      2.00000
23 1984   3.00000      3.00000
24 1985   4.00000      4.00000
25 1986   5.00000      5.00000


#Though, I am not sure how the actual dataset looks like. 


Could you just dput the first 25 or 30 rows of data if this doesn't work?


A.K.





----- Original Message -----
From: eliza botto <eliza_botto at hotmail.com>
To: r-help at r-project.org
Cc: 
Sent: Friday, July 6, 2012 6:23 PM
Subject: [R] estimating NA values against selected slots




Dear R Users,

Could you please help me on the following issue?

I have a real large yearly data set. For each year I have
365 flow values. Some of the flow values are not known and that’s why you will
see NA written in those slots. I wanted to know, is there a way that I can
estimate those values? I tried approx command but it seems least helpful for
the kind of issue I am up against.

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1967L, 1967L, 1967L, 1967L, 1967L, 1967L, 1967L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L, 1969L,
1969L, 

1969L, 1969L, 1969L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1970L, 

1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L, 1970L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L, 1971L,
1971L, 

1971L, 1971L, 1971L, 1971L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L, 1972L,
1972L, 

1972L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L, 1973L,
1973L, 

1973L, 1973L, 1973L, 1973L, 1973L, 1973L), Discharge =
c(0.44, 

0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.44, 

0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.35, 

0.35, 0.35, 0.27, 0.27, 0.27, 0.27, 0.16, 0.16, 0.16, 0.16,
1.08, 

1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08,
1.08, 

1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08,
1.08, 

1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 1.08, 0.65, 0.65, 0.65,
0.44, 

0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.35, 0.35,
0.35, 

0.35, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.35,
0.35, 

0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35,
0.35, 

0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.44, 0.65,
0.94, 

1.22, 1.53, 1.53, 1.69, 1.69, 1.84, 1.84, 1.84, 1.84, 2.17,
1.84, 

2, 2.17, 2.51, 2.85, 3.62, 5.27, 5.72, 5.27, 4.83, 4.41,
4.41, 

3.62, 3.24, 3.24, 3.43, 4.41, 5.49, 4.21, 4.21, 3.62, 4.21,
4.83, 

4.83, 3.82, 3.82, 3.82, 3.24, 3.24, 3.62, 8.62, 6.63, 5.72,
4.83, 

4.83, 5.05, 5.27, 4.21, 3.82, 4.01, 4.01, 4.83, 4.83, 5.72,
6.63, 

5.94, 5.27, 5.05, 5.27, 4.83, 4.83, 5.49, 5.94, 5.72, 5.49,
5.72, 

4.41, 3.43, 2.6, 2.51, 2.69, 2.69, 3.24, 3.62, 3.24, 2.85,
2.34, 

2.51, 2.17, 2.34, 2.17, 1.84, 2.17, 2.34, 1.84, 1.84, 1.69,
1.37, 

1.22, 1.22, 1.37, 1.37, 1.53, 1.69, 1.69, 1.69, 1.53, 1.84,
1.68, 

1.37, 1.37, 1.22, 1.22, 1.08, 1.22, 1.69, 1.22, 1.53, 1.22,
1.08, 

0.65, 0.65, 0.65, 0.65, 0.79, 1.08, 1.08, 0.79, 0.65, 0.44,
0.65, 

0.94, 0.94, 1.08, 0.94, 0.79, 0.79, 0.65, 0.65, 0.54, 0.54,
0.54, 

0.44, 0.44, 0.44, 1.22, 1.37, 0.65, 0.44, 0.35, 0.21, 0.35,
0.65, 

0.79, 0.79, 0.44, 0.44, 0.65, 0.65, 0.65, 0.65, 0.65, 0.54,
0.44, 

0.44, 0.54, 0.65, 0.79, 0.65, 0.65, 0.65, 0.94, 0.54, 0.44,
0.44, 

0.44, 0.54, 0.54, 0.65, 0.65, 0.94, 0.44, 0.27, 0.21, 0.27,
0.27, 

0.44, 0.44, 0.65, 0.54, 0.79, 0.44, 0.65, 0.44, 0.44, 0.35,
0.35, 

0.27, 0.44, 0.35, 0.54, 0.54, 0.44, 0.35, 0.44, 0.35, 0.35,
0.54, 

0.79, 1.69, 11.1, 4.62, 2.34, 1.53, 1.22, 1.22, 0.94, 0.94,
0.79, 

0.94, 0.94, 1.37, 1.37, 1.37, 1.22, 1.22, 1.08, 0.94, 0.94,
0.94, 

0.79, 0.44, 0.44, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65,
0.65, 

0.65, 0.54, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.44, 

0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.27, 0.35, 0.27, 0.27,
0.27, 

0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 

0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 

0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21,
0.21, 

0.16, 0.1, 0.12, 0.12, 0.1, 0.16, 0.16, 0.12, 0.16, 0.12,
0.16, 

0.21, 0.16, 0.12, 0.21, 0.27, 0.12, 0.12, 0.21, 0.16, 0.16,
0.16, 

0.21, 0.21, 0.27, 0.35, 0.35, 0.44, 0.44, 0.44, 0.44, 0.65,
1.08, 

1.08, 1.08, 1.08, 1.08, 1.08, 1.22, 0.94, 1.22, 1.08, 1.08,
1.08, 

1.22, 1.22, 1.37, 1.08, 1.08, 1.08, 1.08, 0.79, 0.79, 0.79,
0.79, 

0.65, 0.44, 0.27, 0.44, 0.44, 0.54, 0.79, 0.65, 1.22, 1.22,
1.69, 

1.53, 1.53, 1.53, 1.53, 1.53, 1.53, 0.44, 0.65, 0.65, 0.65,
0.79, 

0.94, 0.94, 0.94, 0.94, 1.22, 1.22, 1.37, 1.53, 1.53, 1.69,
1.84, 

1.84, 1.84, 1.84, 2, 2.17, 2.34, 2.51, 3.04, 3.62, 3.62,
3.82, 

3.43, 3.62, 4.01, 3.82, 3.24, 2.69, 3.04, 3.62, 4.21, 4.01,
4.83, 

4.83, 5.27, 5.05, 4.62, 4.83, 5.94, 6.63, 7.6, 6.4, 6.4,
6.4, 

5.94, 6.17, 5.49, 5.05, 4.83, 4.41, 4.01, 4.83, 5.94, 6.17,
6.63, 

7.11, 5.72, 4.41, 5.72, 6.63, 6.87, 7.85, 8.86, 8.86, 9.87,
11.1, 

10.6, 10.4, 10.6, 14, 11.4, 8.1, 7.36, 5.72, 5.27, 5.27,
5.72, 

5.72, 6.63, 7.11, 6.87, 6.4, 6.4, 5.94, 6.17, 5.72, 5.05,
5.05, 

5.27, 5.49, 5.05, 4.62, 4.41, 4.21, 4.62, 4.41, 4.41, 4.83,
4.41, 

4.41, 4.01, 4.21, 4.01, 4.21, 3.82, 3.62, 4.21, 3.62, 5.72, 5.27,


4.62, 4.01, 3.43, 3.04, 3.24, 4.83, 4.41, 4.21, 3.82, 4.41,
3.82, 

3.24, 3.24, 3.24, 2.85, 2.69, 2.51, 2.34, 2.51, 4.62, 4.21,
3.62, 

2.34, 2, 3.43, 3.82, 3.04, 2.85, 2.85, 2.69, 2.85, 2, 2.17,
2.34, 

2.34, 2.17, 2, 1.84, 1.53, 0.65, 1.84, 1.69, 2.85, 4.01,
3.43, 

2.69, 2.51, 3.04, 2.85, 2.69, 2.34, 2.17, 2.17, 2, 1.69, 2,
2.17, 

1.53, 1.84, 1.69, 1.53, 1.37, 1.37, 1.37, 1.22, 1.08, 0.94,
0.79, 

0.65, 0.79, 0.79, 0.54, 0.54, 0.54, 0.44, 0.35, 0.27, 0.27,
0.54, 

0.35, 0.35, 1.22, 0.79, 0.65, 0.79, 0.65, 0.44, 0.65, 0.65,
1.37, 

4.21, 2.17, 1.53, 1.53, 1.53, 1.22, 1.08, 0.94, 1.08, 0.94,
1.22, 

0.65, 0.79, 0.44, 0.21, 0.35, 0.44, 0.35, 0.27, 0.44, 0.35,
0.27, 

0.27, 0.27, 0.27, 0.21, 0.27, 0.35, 0.35, 0.27, 0.44, 0.54,
0.44, 

0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.35, 0.35, 0.35,
0.44, 

0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.44, 

0.44, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42,
0.42, 

0.42, 0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35,
0.27, 

0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 

0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21,
0.21, 

0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 

0.16, 0.16, 0.16, 0.16, 0.16, 0.12, 0.21, 0.21, 0.21, 0.21,
0.16, 

0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21,
0.27, 

0.35, 0.16, 0.21, 0.27, 0.35, 0.35, 0.35, 0.42, 0.51, 0.51,
0.7, 

0.81, 0.81, 0.93, 1.18, 0.93, 0.51, 0.42, 0.51, 0.35, 0.35,
0.27, 

0.42, 0.51, 0.81, 0.93, 1.18, 1.32, 1.32, 1.32, 1.18, 1.05,
2.31, 

2.13, 1.32, 1.05, 1.32, 1.32, 1.32, 1.32, 1.47, 1.32, 1.47,
2.13, 

2.31, 2.49, 2.49, 2.31, 3.44, 4.06, 4.27, 4.27, 4.71, 5.18,
5.42, 

5.66, 6.63, 5.89, 6.13, 6.38, 6.13, 6.13, 6.13, 6.63, 7.11,
6.63, 

5.89, 5.42, 4.94, 5.18, 4.06, 3.85, 3.25, 3.85, 4.49, 5.89,
11.9, 

15, 8.1, 6.63, 6.13, 7.6, 7.36, 6.63, 5.89, 6.13, 6.13,
6.63, 

7.11, 8.86, 8.1, 6.63, 6.38, 6.63, 6.38, 6.13, 5.42, 4.71,
4.94, 

5.18, 5.89, 4.27, 3.85, 3.85, 4.27, 3.85, 3.85, 3.85, 4.06, 3.44,


3.05, 2.86, 2.67, 2.67, 2.86, 2.67, 1.96, 1.8, 1.8, 1.47,
1.32, 

1.47, 1.8, 1.8, 1.96, 1.96, 1.8, 1.8, 1.63, 1.47, 1.32,
1.32, 

1.8, 1.63, 1.18, 1.18, 1.05, 0.93, 1.05, 1.18, 0.93, 0.93,
0.93, 

1.32, 1.47, 1.47, 0.6, 0.42, 0.51, 0.51, 0.42, 0.42, 0.51,
0.6, 

0.81, 0.81, 0.81, 0.93, 0.93, 0.81, 0.51, 0.51, 0.51, 0.42,
0.51, 

0.6, 0.51, 0.81, 0.93, 0.7, 0.51, 0.42, 0.81, 0.7, 0.81,
0.81, 

0.7, 0.81, 0.81, 0.7, 0.6, 0.6, 0.6, 0.7, 0.93, 0.81, 0.7,
0.7, 

0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.51, 0.42, 0.35, 0.42,
0.51, 

0.7, 0.6, 0.81, 0.51, 0.7, 0.81, 0.81, 0.6, 0.6, 0.81, 0.7,
0.6, 

0.6, 0.6, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.51,
0.51, 

0.51, 0.42, 0.42, 0.51, 0.42, 0.27, 0.42, 0.21, 0.27, 0.6,
0.51, 

0.35, 0.42, 0.42, 0.27, 0.27, 0.21, 0.16, 0.12, 0.1, 0.16,
0.12, 

0.16, 0.16, 0.21, 0.21, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27,
0.21, 

0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21,
0.21, 

0.21, 0.21, 0.21, 0.27, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 

0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.16,
0.16, 

0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 

0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 

0.16, 0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12,
0.12, 

0.12, 0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16,
0.21, 

0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16,
0.16, 

0.16, 0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12,
0.12, 

0.12, 0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.21,
0.27, 

0.27, 0.27, 0.35, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21,
0.21, 

0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.09,
0.09, 

0.09, 0.09, 0.09, 0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.16,
0.16, 

0.16, 0.16, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.16, 0.12,
0.12, 

0.12, 0.16, 0.35, 0.42, 0.35, 0.21, 0.16, 0.16, 0.35, 0.51,
0.81, 

0.81, 0.81, 0.93, 1.05, 1.05, 1.18, 1.63, 1.32, 3.05, 3.44,
4.06, 

3.44, 3.44, 2.31, 2.31, 2.49, 2.67, 1.96, 1.47, 1.63, 1.32,
1.18, 

1.05, 1.19, 0.93, 0.81, 0.81, 1.8, 1.96, 1.96, 2.31, 2.31,
2.31, 

2.31, 2.31, 2.67, 3.35, 4, 3.64, 3.64, 3.64, 3.85, 3.85,
3.44, 

3.44, 3.25, 3.44, 2.86, 2.86, 2.86, 2.86, 2.67, 2.31, 1.96,
1.8, 

1.8, 1.32, 1.32, 2.86, 1.47, 1.32, 1.32, 0.81, 1.05, 1.05,
1.47, 

1.96, 1.32, 1.05, 1.32, 2.49, 2.49, 2.49, 1.8, 1.8, 2.13,
2.49, 

2.13, 1.96, 1.96, 1.8, 1.63, 1.47, 1.47, 1.47, 1.32, 1.32,
1.32, 

1.32, 1.18, 1.63, 1.96, 1.96, 2.13, 1.96, 4.06, 2.49, 1.96,
1.05, 

1.05, 0.81, 0.93, 0.81, 9.36, 7.85, 6.13, 4.71, 3.85, 3.05,
2.49, 

2.49, 2.31, 2.67, 3.05, 6.38, 4.94, 3.25, 4.71, 4.27, 3.85,
3.25, 

5.42, 6.38, 4.49, 3.85, 3.44, 3.05, 2.86, 2.67, 2.49, 2.67,
2.86, 

2.67, 2.31, 1.96, 1.96, 2.13, 2.49, 9.12, 6.86, 4.94, 3.64,
3.85, 

6.63, 5.89, 4.06, 3.64, 3.44, 2.86, 2.67, 2.49, 2.13, 2.67,
2.13, 

2.49, 1.96, 2.13, 2.13, 2.13, 2.49, 1.18, 0.93, 0.93, 1.05,
1.18, 

0.6, 0.42, 0.51, 0.6, 0.6, 0.7, 0.6, 0.42, 0.42, 0.42, 0.6,
0.6, 

0.6, 0.51, 0.42, 0.27, 0.51, 0.93, 0.93, 0.81, 0.42, 0.42,
0.42, 

0.35, 0.42, 0.6, 0.6, 0.51, 0.51, 0.51, 0.42, 0.27, 0.42,
0.42, 

0.51, 0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51,
0.51, 

0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42,
0.42, 

0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35,
0.35, 

0.35, 0.27, 0.35, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42,
0.42, 

0.42, 0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.27,
0.27, 

0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21,
0.21, 

0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21,
0.16, 

0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 

0.16, 0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21,
0.21, 

0.21, 0.21, 0.27, 0.33, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27,
0.27, 

0.27, 0.27, 0.27, 0.27, 0.27, 0.35, 0.35, 0.35, 0.27, 0.21,
0.27, 

0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35,
0.35, 

0.35, 0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51,
0.51, 

0.51, 0.6, 1.05, 0.81, 0.6, 0.51, 0.51, 0.7, 0.93, 0.6, 0.7,


1.32, 1.63, 1.8, 2.31, 2.49, 2.86, 3.05, 8.1, 7.6, 3.85,
1.96, 

1.05, 0.81, 1.18, 0.7, 0.6, 0.93, 2.13, 3.85, 4.94, 4.94,
4.49, 

4.49, 5.42, 5.42, 5.18, 5.66, 5.42, 5.42, 4.71, 3.85, 3.85,
3.25, 

2.67, 2.67, 3.25, 3.64, 3.44, 3.05, 3.64, 3.85, 6.13, 6.38,
6.63, 

7.11, 5.89, 6.13, 4.71, 4.94, 5.42, 6.38, 6.63, 4.71, 3.05,
3.05, 

4.49, 4.27, 3.44, 3.44, 3.05, 3.85, 3.85, 2.67, 2.86, 2.67,
3.05, 

3.05, 3.85, 4.27, 2.86, 2.31, 2.49, 2.49, 1.96, 1.96, 2.49,
2.13, 

2.31, 1.8, 1.96, 2.13, 2.13, 2.31, 1.32, 1.18, 1.8, 2.86,
2.49, 

2.86, 2.49, 2.31, 1.96, 1.96, 1.47, 1.47, 1.63, 1.47, 1.8,
1.63, 

1.63, 1.18, 1.05, 0.93, 0.93, 0.81, 0.81, 0.81, 0.93, 0.81,
1.05, 

1.05, 0.93, 0.93, 0.6, 0.81, 0.6, 0.42, 0.35, 0.42, 0.42,
0.35, 

0.42, 0.42, NA, NA,
1.18, 0.7, 0.81, 0.81, 0.7, 0.6, 0.51, 0.42, 

0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.7, 0.7,
0.51, 

0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.35,
0.27, 

0.35, 0.35, 0.42, 0.42, 0.6, 0.93, 0.81, 0.93, 7.6, 4.06,
7.11, 

12.2, 7.11, 5.89, 6.86, 11.6, 6.86, 4.94, 4.94, 4.71, 4.27,
3.25, 

3.05, 2.49, 2.49, 3.44, 3.25, 2.67, 2.67, 2.13, 1.96, 1.8,
1.63, 

1.63, 1.63, 1.47, 1.47, 1.47, 1.05, 1.18, 1.32, 1.18, 1.18,
1.05, 

1.05, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93,
0.93, 

0.81, 0.81, 0.81, 0.81, 0.6, 0.7, 0.81, 0.81, 0.81, 0.81,
0.81, 

0.81, 0.81, 0.81, 0.81, 0.81, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7,
0.81, 

1.05, 0.93, 0.81, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, 0.6, 0.6,
0.51, 

0.51, 0.42, 0.48, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56,
0.56, 

0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48,
0.48, 

0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 0.4, 0.4, 0.4,


0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48,
0.48, 

0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.56, 0.85,
0.65, 

0.56, 0.56, 0.5, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56,
0.56, 

0.56, 0.56, 0.65, 0.65, 0.65, 0.56, 0.56, 0.56, 0.56, 0.56,
0.48, 

0.48, 0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.4, 0.48,
0.4, 

0.4, 0.4, 0.32, 0.32, 0.4, 0.4, 0.4, 0.48, 0.48, 0.4, 0.48,
0.56, 

0.65, 0.56, 0.48, 0.48, 0.48, 0.56, 0.48, 0.48, 0.56, 0.74,
0.85, 

0.74, 0.65, 0.65, 0.65, 0.56, 0.56, 0.48, 0.4, 0.32, 0.56,
1.19, 

1.19, 1.07, 1.19, 0.96, 0.85, 0.85, 0.96, 0.96, 1.19, 1.45,
1.59, 

2.04, 3.33, 3.55, 5.9, 3.77, 3.77, 3.77, 2.92, 2.54, 2.54,
2.92, 

3.33, 2.54, 2.54, 2.54, 3.12, 3.99, 3.12, 3.33, 3.55, 3.99,
3.33, 

3.55, 3.33, 3.55, 3.33, 3.99, 4.45, 4.93, 4.45, 3.12, 2.73,
2.37, 

2.73, 2.54, 2.37, 2.2, 1.59, 1.45, 1.73, 2.04, 2.92, 4.93,
5.65, 

5.41, 5.65, 8.08, 5.17, 3.99, 3.55, 3.99, 4.22, 3.55, 4.22,
4.45, 

4.45, 5.17, 3.99, 3.55, 2.92, 3.12, 3.12, 2.92, 3.12, 2.73,
2.2, 

2.37, 2.37, 2.37, 2.2, 2.05, 2.54, 2.73, 2.2, 2.04, 1.73,
1.59, 

1.19, 1.19, 1.45, 1.45, 1.32, 1.45, 1.73, 1.73, 1.59, 1.88,
1.45, 

1.19, 1.19, 2.73, 1.45, 1.19, 1.19, 1.07, 0.85, 0.96, 0.96,
0.74, 

0.74, 0.74, 0.85, 0.96, 1.19, 1.19, 1.19, 1.19, 1.07, 1.07,
1.32, 

1.45, 0.85, 0.74, 0.65, 0.96, 1.59, 0.56, 0.4, 0.4, 0.48,
0.48, 

0.4, 0.4, 0.32, 0.48, 0.48, 0.32, 0.32, 0.32, 0.32, 0.25,
0.25, 

0.48, 0.56, 0.4, 0.4, 0.48, 0.56, 0.56, 0.56, 0.48, 0.48,
0.56, 

0.65, 0.56, 0.56, 0.48, 0.56, 0.48, 0.4, 0.4, 0.56, 0.56,
0.65, 

0.85, 0.74, 0.74, 0.65, 0.65, 0.74, 0.74, 0.74, 0.74, 0.65,
0.74, 

0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.65, 0.56,
0.56, 

0.56, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.4,
0.4, 

0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4,
0.4, 

0.4, 0.4, 0.4, 0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32,


0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.25,
0.25, 

0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.17, 0.17, 0.17, 0.17,
0.17, 

0.17, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,


0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.48,


0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4,
0.4, 

0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5,
0.5, 

0.5, 0.6, 0.6, 0.6, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4,
0.4, 

0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.7, 0.9, 0.9, 0.9, 0.9,
1.2, 

1.2, 1.2, 1.2, 1.2, 1.5, 1.5, 1.5, 1.5, 3.1, 4.9, 6.2, 6.8,
7.7, 

6.8, 5.5, 4.5, 3.1, 3.3, 4.9, 6.8, 7.1, 7.7, 7.1, 6.2, 5.5,
4.9, 

4.7, 4.9, 6, 6.5, 5.5, 4.5, 3.1, 3.1, 4, 4.5, 3.8, 3.8, 4,
5.2, 

4.5, 4.5, 4, 4, 4.9, 5.2, 5.7, 6.5, 5.5, 4.9, 5.5, 7.7, 8.3,


8.6, 12.4, 10.5, 8.6, 8.9, 9.2, 12.1, 13, 7.7, 5.5, 4.9,
4.9, 

4.5, 5.2, 6.5, 7.1, 5.5, 5.5, 5.5, 5.7, 6.5, 5.7, 4.7, 3.6,
2.9, 

3.1, 4, 5.2, 5.5, 5.5, 5.2, 4.9, 4.5, 4.2, 4.5, 4.7, 4.5, 4,


3.6, 2.9, 2.4, 2.7, 2.7, 4.2, 2.7, 2.7, 2.7, 2.5, 2.7, 2.5,
2.4, 

2.4, 2.2, 2.4, 2.2, 2.5, 2.5, 2.2, 2.4, 3.3, 2.5, 1.7, 1.7,
1.7, 

1.9, 1.9, 2, 2, 2, 1.7, 1.3, 1.3, 1.2, 1.2, 1.3, 1.2, 0.9,
0.7, 

0.7, 0.7, 0.7, 0.7, 0.7, 1, 0.7, 0.7, 0.5, 0.6, 2.4, 1.9,
1.9, 

1.7, 1.6, 2.2, 2.5, 1.7, 1.5, 1, 0.6, 0.7, 0.7, 0.6, 0.6,
0.5, 

0.7, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.6, 0.4, 0.4, 0.5, 0.4,
0.4, 

0.4, 0.4, 0.4, 0.3, 0.3, 0.4, 0.3, 0.3, 0.4, 0.4, 0.3, 0.2,
0.3, 

0.3, 0.4, 0.3, 0.3, 0.3, 0.5, 0.5, 0.6, 0.5, 0.5, 0.5, 0.4,
0.5, 

0.7, 0.7, 0.6, 0.4, 0.3, 0.4, 0.4, 0.4, 0.5, 0.5, 0.4, 0.4,
0.4, 

0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4,
0.4, 

0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.4, 

0.4, 0.4, 0.4, 0.5, 0.7, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4,
0.4, 

0.4, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.6,
0.5, 

0.5, 0.5, 0.5, 0.5, 0.7, 0.6, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4,
0.4, 

0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.5, 0.5, 0.5,
0.5, 

0.4, 0.4, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.9, 0.9, 0.9, 1, 1,


1.1, 1, 1.1, 1.2, 1.1, 1.1, 1.2, 1.5, 1.1, 1, 0.6, 0.7, 1.1,


1.2, 1.1, 1, 1, 1, 1.1, 1.2, 2, 2.4, 1.9, 2.4, 2.4, 3.3,
3.8, 

3.6, 3.1, 3.3, 4, 4.7, 4.5, 4.9, 4.7, 4.7, 4.5, 4.9, 5.5,
5.5, 

4.9, 4.9, 3.3, 3.8, 3.1, 6.4, 4, 2.7, 2.9, 3.3, 4, 4.5, 4.9,


9.8, 5.5, 3.6, 3.1, 2.4, 4, 3.1, 3.3, 3.3, 4, 3.6, 3.6, 3.6,


2.5, 2.4, 2.5, 2.2, 2, 2, 1.7, 2, 2.4, 2.2, 1.7, 1.5, 1.3,
1.7, 

1.7, 1.7, 1.5, 1.2, 1, 1, 1.5, 1.3, 0.9, 0.6, 0.7, 0.9, 1,
1, 

1.1, 0.9, 1, 1.1, 0.9, 1, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.7,


0.9, 0.9, 0.7, 1, 0.9, 1, 1, 0.7, 0.7, 1, 1.1, 1.1, 1.1,
1.2, 

1, 0.7, 0.7, 0.9, 0.9, 1, 0.7, 0.7, 0.7, 0.9, 1, 0.9, 0.7,
0.7, 

0.7, 1, 1, 1.2, 1.3, 1, 1, 1, 1.2, 1, 0.7, 0.7, 0.7, 0.7,
0.6, 

0.7, 1.1, 1, 1, 1, 0.7, 0.6, 0.5, 0.4, 0.4, 0.4, 0.3, 0.4,
0.4, 

0.6, 1, 1.3, 5.2, 14.4, 6, 3.1, 1.9, 1.5, 1.6, 2, 2.2, 1.9,
1.5, 

1.2, 1.1, 1.1, 1, 1.1, 0.9, 0.9, 0.9, 0.9, 0.3, 0.9, 0.7,
0.9, 

0.7, 0.7, 0.6, 0.6, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4,
0.4, 

0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 0.4,
0.4, 

0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4,
0.4, 

0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5,
0.5, 

0.5, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.9,
1, 

0.7, 0.7, 0.6, 1.1, 0.7, 0.4, 1, 2, 0.1, 1.3, 1.6, 1.7, 1.5,


1.5, 1.5, 1.2, 1, 0.7, 1.2, 2, 4.5, 7.7, 6, 4.5, 5.5, 6.8,
6, 

8.3, 7.7, 7.1, 5.5, 6, 5.5, 4.9, 4.5, 4.5, 3.6, 3.3, 2.7,
3.1, 

3.1, 2.7, 3.3, 6, 4.5, 4.5, 4.9, 3.1, 6, 6.5, 5.5, 5.2, 4.9,


4, 4.5, 3.6, 3.1, 2.5, 2.7, 2.5, 3.6, 4, 6, 7.7, 8, 8, 7.1,
7.7, 

8.9, 7.1, 6.5, 4.9, 3.8, 4, 4.5, 4.9, 4.9, 4.9, 4.5, 4.9,
4.9, 

5.5, 4.5, 4.7, 5.7, 4, 3.6, 3.1, 3.1, 4.7, 3.1, 2.2, 1.7, 2,


2.7, 3.1, 2.5, 2.5, 2.5, 2.4, 2.4, 2, 2, 2, 2, 2, 2, 1.7,
1.9, 

1.9, 1.6, 1.2, 1.3, 1.5, 1.3, 1.3, 1.3, 1.5, 1.2, 1.2, 1.2,
1, 

2, 1.2, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.6, 0.5, 0.6, 0.9,
0.7, 

0.9, 0.9, 0.9, 0.9, 0.7, 0.9, 0.9, 1.2, 1.3, 0.9, 0.7, 0.7,
0.5, 

0.5, 0.6, 0.5, 0.5, 0.4, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4,
0.6, 

0.6, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.5, 0.5, 0.4, 0.4,
0.4, 

0.4, 0.4, 0.5, 0.6, 0.5, 0.5, 0.6, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.4, 0.6, 0.5, 0.6, 0.7, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.2, 0.3, 0.3, 0.3, 0.1, 1.8, 0.3, 0.2, 0.3, 0.3, 0.2,
0.2, 

0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, NA, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, NA, 0.3,


0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.4, 0.5, 1.4, 1.3,
1, 

1, 1, 1, 1, 0.8, 1, 1.2, 1.2, 1.2, 1.2, 1.2, 1, 1, 1, 1,
1.3, 

NA, 1.2, 1.2, 1.5, 1.8, 1.8, 1.6, 1.6, 1.6, 1.5, 1.4, 1.4,
1.4, 

1.4, 1.4, 1.4, 1.4, 1.4, 1.3, 1.3, 1.4, 1.4, 1.4, 1.4, 1.4,
1.4, 

1.5, 1.6, 1.5, 1.4, NA, 1.4, 1.4, 1.5, 1.5, 1.5, 1.6, 1.6,
2.1, 

1.9, 1.9, 2.5, 2.3, 2.3, 2.5, 2.6, 2.6, 2.6, 2.9, 2.6, 2.9,
2.9, 

3.6, 4, 4.5, 5.9, 7, 6.2, 5.4, 7, 8.2, NA, 9.1, 8.5, 8.5,
7.6, 

8.2, 17.9, 12.3, 10.1, 9.1, 10.1, 10.1, 8.2, 7, 5.4, 5, 4,
4.5, 

5, 5.9, 6.47, 7, 8.2, 9.4, 8.8, 9.4, 13.1, 12.3, 11.6, 13.1,


13.9, 10.8, 11.6, 10.1, 9.4, 10.1, 10.8, 10.1, 10.1, 10.1,
11.6, 

10.1, 7.6, 7, 7.6, 8.8, 10.1, 13.9, 7.6, 6.5, 5.94, 5.9, 7,
6.5, 

7, 7, 7.6, 5.9, 7, 6.2, 5.4, 5.4, 5.4, 5.9, 5.4, 5.2, 5.2,
4, 

2.9, 3.2, 3.2, 3.2, 2.5, 2.9, 3.2, 5, 7, 3.6, 2.9, 3.2, 2.9,


2.9, 2.9, 3.6, 4, 3.6, 3.2, 2.2, 1.9, 1.9, 1.6, 1.6, NA,
1.6, 

1.6, 1.9, 2.2, 2.2, 2.1, 1.9, 1.6, 1.6, 1.6, 1.8, 2.1, 1.9,
2.2, 

2.2, 1.6, 1.4, 1.4, 1.8, 1.4, 1.2, 1.2, 1.2, 1.6, 1.9, 1.5,
1.4, 

1.6, 1.6, NA, 1.8, 1.4, 1.4, 1.4, 1.6, 1.4, 1.5, 0.9, 0.9,
1.2, 

1.4, 1.2, 1.2, 0.9, 1.2, 1.4, 1.8, 1.2, 1.2, 0.9, 0.9, 0.9,
0.9, 

1.2, 1.3, 1.4, 1.6, 1.2, 0.4, 0.5, NA, 0.5, 0.2, 0.1, 0.2,
0.4, 

0.7, 0.9, 0.9, 0.9, 1.2, 1.2, 0.9, 0.5, 0.4, 0.5, 0.7, 0.7,
0.5, 

0.7, 0.5, 0.4, 0.5, 0.5, 0.5, 0.3, 0.4, 0.4, 0.4, 0.4, NA,
0.4, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.4, 0.4, 0.4, 0.4, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, NA, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 

0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 1, 0.9, 0.9, 1.2, 1.7,
2.2, 

3.3, 3.5, 3.7, 3.7, 3.7, 3.3, 2.5, 2.4, 2.2, 2.2, 2.7, 2.7,
2.4, 

2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 2.7, 2.7, 2.9, 3.1, 2.9, 2.9,
3.1, 

3.5, 2.9, 2.7, 2.7, 3.5, 2.7, 2.5, 2.1, 2.7, 2.9, 2.7, 2.9,
2.9, 

2.7, 2.5, 2.9, 2.9, 3.3, 3.3, 3.5, 2.9, 2.9, 2.9, 3.1, 3.3,
3.1, 

2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.7,
2.7, 

2.7, 2.5, 2.5, 10.8, 6.3, 3.9, 3.3, 3.1, 2.9, 2.9, 2.9, 2.9,


2.9, 2.9, 2.7, 2.5, 2.1, 1.9, 1.9, 1.9, 2.1, 1.8, 1.9, 1.9,
1.7, 

1.4, 1.4, 1.3, 1.2, 1.3, 1.2, 1.4, 1.4, 1.1, 1.1, 1.5, 1.3,
1.1, 

0.8, 0.7, 0.7, 0.7, 0.7, 0.9, 0.9, 1.2, 1.3, 1.2, 0.9, 0.8,
0.7, 

0.7, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7,
0.7, 

0.8, 1.2, 1.3, 0.9, 0.9, 3.9, 2.3, 1.7, 3.9, 3.3, 2.9, 2.4,
1.8, 

1.3, 1.2, 0.8, 0.7, 1.4, 1.7, 1.9, 1.8, 2.1, 1.8, 1.8, 1.7,
1.5, 

1.3, 1.4, 1.4, 1.4, 1.7, 1.5, 1.3, 1.2, 1.2, 1.2, 1.2, 1.1,
1.1, 

1.1, 0.9, 0.8, 0.9, 0.8, 0.8, 0.8, 0.8, 0.7, 0.7, 0.7, 0.6,
0.5, 

0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 

0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 

0.2, 0.2, 0.2, 0.2, 0.2, 0.2))

Thnx in advance

eliza

                          
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