Hi everyone,
A few days back Jim helped with out, helping me find an automated way of
determining the mean and median of intervals between price changes.
However, a new set of data I have is no longer in the same format.
CDSmod is the file that was used with this code:
x <- read.csv('/cdsmod.csv', as.is=TRUE, check.names=FALSE)
x$Date <- as.Date(x$Date, "%m/%d/%Y")
require(zoo)
out <- lapply(x[-1], function(.cnty){ # iterate for each country
# create a dataframe of the date and currency
.df <- data.frame(date=x[[1]], cur=.cnty)
.df <- .df[order(.df$date),] # sort in date order
.df$cur <- na.locf(.df$cur, na.rm=FALSE) # carry forward missing values
.df <- .df[complete.cases(.df),] # delete NAs at the beginning
# mark the breaks
.df$grp <- cumsum(c(TRUE, head(.df$cur, -1) != tail(.df$cur, -1)))
# now split out each group and calculate its length
# if it is not the last group, then the end of the span if one day earlier
# than the next entry. Working with the indices (row numbers)
into the dataframe
# to make this easier
.len <- sapply(split(seq(nrow(.df)), .df$grp), function(.indx){
if (tail(.indx, 1) != nrow(.df)){ # not the last split
# subtract 1 day from start of next range
.df$date[tail(.indx, 1) + 1] - 1 - .df$date[.indx[1]]
}
else {
.df$date[tail(.indx, 1)] - .df$date[.indx[1]]
}
})
})
# output the mean and median
t(sapply(out, function(.cntry) c(number=length(.cntry),
mean=mean(.cntry), median=median(.cntry))))
I wanted to know if there is a way to rearrange data from IKEALASTmod so
that we can use something like the code above. The new problem is that
instead of date and country only, there is now date, country and
product. So is it possible to rearrange my data to have the output from
above be by country and price.
Hope I was clear, thanks for any help you can offer!
Jia Ying Mei
Date Albania (euro) Australia (AUD) Austria (euro) Belgium (euro) Brazil
(RS) CZ (Kr) Cipro (L.?) Denmark (Kr) Egitto (euro) Finland (euro)
France (euro) Germany (euro) Greece (euro) Monaco (euro) Ireland (euro)
Luxembourg (euro) Malta (MH) Nigeria (euro) Norway (Kr) Olanda
(euro) Poloma (Pln) Portugal (euro) Romania (euro) SK Slov (Sk)
Slovenia (euro/SIT) Spain (euro) Svezia (Kr) CH (Fr.) CH Tic.
(Fr) Turkey (euro) UK (pounds) USA Venezuela (US dollars)
Ungheria (Ft.) Libano (LL) Italy Canada (C$) Costa Rica (USD)
Libia (Dirh) Messico (N.$) S. Domingo (RD) South Africa (R.)
Bulgaria (Leva) Ethopia (Dirh_
6/30/07 2 2 1.85 1.85 7 60 1.2 15 2
2 1.85 1.85 1.6 1.85 2 1.85 0.9 2.5 17
1.85 9 1.5 2 80 1.6 (383) 1.5 18 2.8
2.7 2.4 1.4 3 3 495 3.5 1 3.5 3
3.6 21 50 15.95 160 6.5
3/31/07 2 2 1.85 1.85 7 60 1.2 15 2
2 1.85 1.85 1.6 1.85 2 1.85 0.9 2.5 17
1.85 9 1.5 2 80 1.6 (383) 1.5 18 2.8
2.7 2 1.4 3 3 495 3.5 1 3.5 3
3.6 21 50 15.95 160 6.5
11/30/06 2 2 1.85 1.85 7 60 1.2 15
2 2 1.85 1.85 1.6 1.85 2 1.85 0.9 2.5
17 1.85 9 1.5 2 80 480 1.5 18 2.8
2.7 2 1.4 3 3 495 3.5 1 3.5 3
3.6 21 50 15.95 160 6.5
5/2/06 2 2 1.85 1.85 7 60 1.2 15 2
2 1.85 1.85 1.6 1.85 2 1.85 0.9 2.5 17
1.85 9 1.5 2 80 480 1.5 18 2.8 2.7
2 1.4 3 3 495 3.5 1 3.5 3 3.6
21 50 15.95 160 6.5
1/11/06 2 2 1.85 1.85 7 60 1.2 15 2
2 1.85 1.85 1.6 1.85 2 1.85 0.9 3 (USD) 17
1.85 9 1.5 2 80 480 1.5 18 2.8 2.7
NA 1.4 3 3 495 3.5 1 3.5 3 3.6
21 50 15.95 160 6.5
8/5/05 2 2 1.85 1.85 7 60 1.2 15 2
2 1.85 1.85 1.6 1.85 2 1.85 0.9 3 (USD) 17
1.85 9 1.5 2 80 480 1.5 18 2.8 2.7
NA 1.4 3 3 495 3.5 0.9 3.5 3 3.6
21 50 15.95 160 6.5
7/31/05 2 2 1.85 1.85 7 60 1.2 15 2
2 1.85 1.85 1.6 1.85 2 1.85 0.9 3 (USD) 17
1.85 9 1.5 2 80 480 1.5 18 2.8 2.7
NA 1.4 3 3 495 3.5 0.9 3.5 3 3.6
21 50 15.95 160 6.5
4/30/05 2 1.5 1.85 1.85 7 56 1.2 15 2
2 1.85 1.85 1.6 1.85 2 1.85 0.53 3 (USD) 16
1.85 8.4 1.5 2 71 280 1.5 18 2.8 2.7
NA 1.3 2 3 350 3.5 0.9 3.5 3 3.6
21 50 15.95 160 6.5
1/31/05 2 1.5 1.85 1.85 7 56 1.2 15 2.2
(USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53 3
(USD) 16 1.85 8.4 1.5 2 71 280 1.5 18
2.8 2.7 NA 1.3 2 3 350 3.5 0.9 3.5
3 3.6 21 50 15.95 160 6.5
1/3/05 2 1.5 1.85 1.85 5 56 1.2 15 2.2
(USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53 3
(USD) 16 1.85 8.4 1.5 2 71 280 1.5 18
2.8 2.7 NA 1.3 2 3 350 3.5 0.9 3.5
3 3.6 21 50 15.95 160 6.5
1/2/05 2 4 1.85 1.85 4 56 1.2 15 2.2
(USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53 3
(USD) 16 1.85 8.4 1.5 2 71 280 1.5 18
2.8 2.7 NA 1.3 2 3 350 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
12/31/04 2 (USD) 4 1.85 1.85 4 56 1.2 15
2.2 (USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53
3 (USD) 16 1.85 8.4 1.4 2 69 280 1.4 18
2.8 2.5 NA 1.3 2 300 (BS) 350 3.25 0.9
3.5 3 3.6 21 50 15.95 160 6.5
11/28/04 2 (USD) 4 1.85 1.85 4 56 1.2 15
2.2 (USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53
3 (USD) 16 1.85 8.4 1.4 2 69 280 1.4 18
2.8 2.5 NA 1.3 2 6000 (BS) 350 3.25 0.9
3.5 3 3.6 21 50 15.95 160 6.5
10/31/04 2 (USD) 4 1.85 1.85 4 56 1.2 15
2.2 (USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53
3 (USD) 16 1.85 8.4 1.4 55000 (lei) 69 280 1.4
18 2.8 2.5 NA 1.3 2 300 (BS) 350 3.25
0.9 3.5 3 3.6 21 50 15.95 160 6.5
9/7/04 2 (USD) 4 1.85 1.85 4 56 1.2 15 2.2
(USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53 3
(USD) 16 1.85 8.4 1.4 55000 (lei) 69 280 1.4
18 2.8 2.5 NA 1.3 2 300 (BS) 350 3.25
0.9 3.5 3 3.6 21 50 15.95 160 6.5
6/30/04 2 (USD) 4 1.85 1.85 4 56 1.2 15 2.2
(USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.53 3
(USD) 16 1.85 8.4 1.2 55000 (lei) 69 280 1.2
18 2.8 2.5 NA 1.3 2 300 (BS) 350 3.25
0.9 3.5 3 3.6 21 50 15.95 160 6.5
4/30/04 2 (USD) 4 1.85 1.85 4 56 1.2 15 2.2
(USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.5 3
(USD) 16 1.85 8.4 1.2 55000 (lei) 69 280 1.2
18 2.8 2.5 NA 1.3 2 300 (BS) 350 3.25
0.9 3.5 3 3.6 21 50 15.95 160 6.5
12/31/03 2 (USD) 4 1.85 1.85 4 56 1.2 15
2.2 (USD) 2 1.85 1.85 1.6 1.85 2 1.85 0.5
3 (USD) 16 1.85 8.4 1.2 55000 (lei) 69 280 1.2
18 2.8 2.5 NA 1.3 2 300 (BS) 300 3.25
0.9 3.5 3 3.6 21 50 15.95 160 6.5
11/30/03 2 (USD) 4 1.85 1.85 4 56 1.2 15
13 (EP) 2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD)
16 1.85 8.4 1.2 55000 (lei) 69 280 1.2 18
2.8 2.5 NA 1.3 2 300 (BS) 300 3.25 0.9
3.5 3 3.6 21 50 15.95 160 6.5
7/10/03 2 (USD) 4 1.85 1.85 4 56 1.2 15 13 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 16
1.85 8.4 1.2 55000 (lei) 69 320 1.2 18 2.8
2.5 NA 1.3 2 300 (BS) 300 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
5/2/03 2 (USD) 4 1.85 1.85 4 56 1.2 15 8 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 16
1.85 8.4 1.2 55000 (lei) 69 320 1.2 18 2.8
2.5 NA 1.3 2 300 (BS) 300 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
3/31/03 2 (USD) 4 1.85 1.85 3 56 1.2 15 8 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 16
1.85 8.4 1.2 55000 (lei) 69 320 1.2 18 2.8
2.5 NA 1.3 2 300 (BS) 300 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
6/30/02 2 (USD) 4 1.85 1.85 2.5 56 1.2 15 8 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 16
1.85 8.4 1.2 55000 (lei) 69 320 1.2 18 2.8
2.5 NA 1.3 2 300 (BS) 300 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
6/10/02 2 (USD) 4 1.85 1.85 2.5 56 1.2 15 8 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 16
1.85 8.4 1.2 55000 (lei) 69 280 1.2 18 2.8
2.5 NA 1.3 2 300 (BS) 300 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
4/28/02 2 (USD) 4 1.85 1.85 2.5 56 1.2 15 8 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 16
1.85 8.4 1.2 55000 (lei) 69 280 1.2 15 2.8
2.5 NA 1.3 2 300 (BS) 250 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
4/25/02 2 (USD) 4 1.85 1.85 2.5 56 1.2 15 8 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 15
1.85 8.4 1.2 55000 (lei) 69 280 1.2 15 2.8
2.5 NA 1.3 2 300 (BS) 250 3.25 0.9 3.5
3 3.6 21 50 15.95 160 6.5
2/26/02 2 (USD) 4 1.85 1.85 2.5 56 1.2 15 8 (EP)
2 1.85 1.85 1.6 1.85 2 1.85 0.5 3 (USD) 15
1.85 8.4 1.2 55000 (lei) 69 280 1.2 15 2.8
2.5 NA 1.3 2 300 (BS) 250 3.25 1.7 (lire)
3.5 3 3.6 21 50 15.95 160 6.5
12/31/01 2 4 26 (Sc) 75 (F.B) 2.5 56 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12
(P.F) 1.6 (I.L) 50 (FL) 0.5 NA 15 4 (Fl.) 8.4
200 (Esc) 55000 (lei) 69 280 150 (Pts) 15 2.8
2.5 NA 1.3 2 NA 250 3.25 1.7 (lire) 3.5
3 3.6 21 50 15.95 160 6.5
12/9/01 2 4 26 (Sc) 50 (F.B) 2.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 50 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.7 (lire) 3 3.5 3.6
21 50 15.95 160 6.5
12/2/01 2 4 26 (Sc) 50 (F.B) 2.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 50 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
11/4/01 2 4 26 (Sc) 50 (F.B) 2 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 50 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
5/3/01 2 4 26 (Sc) 50 (F.B) 1.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 50 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
4/1/01 2 4 26 (Sc) 50 (F.B) 7.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 50 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
2/5/01 2 4 26 (Sc) 50 (F.B) 7.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
5/6/00 2 4 26 (Sc) 50 (F.B) 7.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
3/31/00 2 4 26 (Sc) 75 (F.B) 7.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
3/18/00 2 4 26 (Sc) 75 (F.B) 7.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 NA 250 3.25 1.5 3 3.5 3.6 21
50 15.95 160 6.5
1/12/00 2 4 26 (Sc) 75 (F.B) 7.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.4 200 (Esc)
6000 (lei) 69 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 15.95 160 6.5
12/14/99 2 4 26 (Sc) 75 (F.B) 7.5 56 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12
(P.F) 1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.2
200 (Esc) 6000 (lei) 69 280 150 (Pts) 15 2.8
2.5 NA 1.3 2 300 (BS) 250 3.25 1.5 3
3.5 3.6 21 50 15.95 160 6.5
10/31/99 2 4 26 (Sc) 75 (F.B) 7.5 56 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12
(P.F) 1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.2
200 (Esc) 6000 (lei) 69 280 150 (Pts) 15 2.8
2.5 NA 1.3 2 300 (BS) 250 3.25 1.5 3
3.5 3.6 21 50 15.95 160 6.5
9/13/99 2 4 26 (Sc) 75 (F.B) 7.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.2 200 (Esc)
6000 (lei) 55 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 15.95 160 6.5
8/13/99 2 4 26 (Sc) 75 (F.B) 6.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.2 200 (Esc)
6000 (lei) 55 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 15.95 160 6.5
7/30/99 2 4 26 (Sc) 75 (F.B) 6.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.2 200 (Esc)
6000 (lei) 55 280 150 (Pts) 15 2.8 2.5 NA
1.3 2 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 15.95 160 6.5
5/30/99 2 4 26 (Sc) 75 (F.B) 6.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 8.2 350 6000
(lei) 55 280 250 15 2.8 2.5 NA 1.3 2
300 (BS) 250 3.25 1.5 3 3.5 3.6 21 50
15.95 160 6.5
5/4/99 2 4 26 (Sc) 75 (F.B) 6.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 6.9 350 6000
(lei) 55 280 250 15 2.8 2.5 NA 1.3 2
300 (BS) 250 3.25 1.5 3 3.5 3.6 21 50
15.95 160 6.5
1/31/99 2 4 26 (Sc) 75 (F.B) 5.5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 6.9 350 6000
(lei) 55 280 250 15 2.8 2.5 NA 1.3 2
300 (BS) 250 3.25 1.5 3 3.5 3.6 21 50
15.95 160 6.5
12/31/98 2 4 26 (Sc) 75 (F.B) 5 56 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12
(P.F) 1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 6.9
350 6000 (lei) 55 280 250 15 2.8 2.5 NA
1.3 2 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 15.95 160 6.5
12/11/98 2 4 26 (Sc) 75 (F.B) 5 56 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12
(P.F) 1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 6.9
350 6000 (lei) 55 280 250 15 2.8 2.5 NA
1.3 2.5 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 15.95 160 6.5
11/25/98 2 4 26 (Sc) 75 (F.B) 5 56 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12
(P.F) 1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 6.9
350 6000 (lei) 55 280 250 15 2.8 2.5 NA
1.3 2.5 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 12.95 160 6.5
10/14/98 2 4 26 (Sc) 75 (F.B) 5 56 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12
(P.F) 1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.3
350 6000 (lei) 55 280 250 15 2.8 2.5 NA
1.3 2.5 300 (BS) 250 3.25 1.5 3 3.5 3.6
21 50 12.95 160 6.5
8/30/98 2 4 26 (Sc) 75 (F.B) 5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 500 (Dr) 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.3 350 6000
(lei) 55 280 250 15 2.8 2.5 NA 1.3 2.5
500 (BS) 250 3.25 1.5 3 3.5 3.6 21 50
12.95 160 6.5
6/30/98 2 4 26 (Sc) 75 (F.B) 5 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 (P.F) 1.6
(I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.3 350 6000 (lei)
55 280 250 15 2.8 2.5 NA 1.3 2.5 500
(BS) 250 3.25 1.5 3 3.5 3.6 21 50
12.95 160 6.5
3/21/98 2 4 26 (Sc) 75 (F.B) 4.2 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 (P.F) 1.6
(I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.3 350 6000 (lei)
55 280 250 15 2.8 2.5 NA 1.3 2.5 500
(BS) 250 3.25 1.5 3 3.5 3.6 21 50
12.95 160 6.5
2/28/98 2 4 26 (Sc) 75 (F.B) 4.2 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 (P.F) 1.6
(I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.3 350 6000 (lei)
55 280 250 15 2.8 2.5 NA 1.3 2.5 500
(BS) 215 3.25 1.5 3 3.5 3.6 21 50
12.95 160 6.5
1/13/98 2 4 26 (Sc) 75 (F.B) 4.2 56 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 (P.F) 1.6
(I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.6 350 6000 (lei)
55 280 250 15 2.8 2.5 NA 1.3 2.5 500
(BS) 215 3.25 1.5 3 3.5 3.6 21 50
12.95 160 6.5
7/10/97 2 4 26 (Sc) 75 (F.B) 4.2 50 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 (P.F) 1.6
(I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.6 350 6000 (lei)
55 280 250 15 2.8 2.5 NA 1.3 2.5 500
(BS) 215 3.25 1.5 3 3.5 3.6 21 50
12.95 160 6.5
5/30/97 240 (Lek) 4 26 (Sc) 75 (F.B) 4.2 50 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.6 350 6000
(lei) 55 280 250 15 2.8 2.5 NA 1.3 2.5
500 (BS) 215 3.25 1.5 3 3.5 3.6 21 50
12.95 160 6.5
3/31/97 240 (Lek) 4 26 (Sc) 75 (F.B) 4.2 50 1.2
15 8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 (P.F)
1.6 (I.L) 75 (FL) 0.5 NA 15 4 (Fl.) 7.6 350 6000
(lei) 55 280 250 15 2.8 2.5 NA 1.3 2.5
500 (BS) 215 3.25 1.5 3 NA 3.6 21 42
12.95 160 6.5
2/28/97 200 4 26 75 4.2 50 1.2 15 8 (EP)
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 55 NA
250 15 2.8 2.5 NA 1.3 2.5 500 215 3.25
1.5 3 NA 3.6 21 42 12.95 160 6.5
1/26/97 200 4 26 75 4.2 50 1.2 15 8 (EP)
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 55 NA
250 15 2.8 2.5 NA 1.3 2.5 500 215 3.25
1.5 3 NA 360 21 42 12.95 160 6.5
12/31/96 200 4 26 75 4.2 50 1.2 15
8 (EP) 10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L)
75 (FL) 0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 55
NA 250 15 2.8 2.2 NA 1.3 2.5 500 215
3.25 1.5 3 NA 360 21 42 12.95 160 6.5
10/8/96 200 4 26 75 3.5 50 1.2 15 8 (EP)
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 55 NA
250 15 2.8 2.2 NA 1.3 2.5 500 215 3.25
1.5 3 NA 360 21 42 12.95 160 6.5
8/14/96 200 4 26 75 3.5 50 1.2 15 8 (EP)
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 55 NA
250 15 2.8 2.2 NA 1.3 2.5 500 215 3.25
1.5 3 NA 360 21 42 11.95 160 6.5
3/29/96 200 4 26 75 3.5 50 1.2 15 8 (EP)
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 50 NA
250 15 2.8 2.2 NA 1.3 2.5 500 215 3.25
1.5 3 NA 360 21 42 11 160 6.5
1/31/96 200 4 26 75 3.5 50 1.2 15 8 (EP)
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 50 NA
250 15 2.8 2.2 NA 1.3 2.5 500 215 25
1.5 3 NA 360 21 42 11 160 6.5
1/23/96 200 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 50 NA
250 15 2.8 2.2 NA 1.3 2.5 500 215 25
1.5 3 NA 360 10 42 11 160 6.5
8/9/95 200 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) 5.2 350 6000 (lei) 50 NA
250 15 2.8 2.2 NA 1.3 2.5 500 215 25
1.5 3 NA 360 10 42 11 70 6.5
5/31/95 200 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) NA 350 6000 (lei) 50 NA
250 15 2.8 2.5 NA 1.3 2.5 500 215 25
1.5 3 NA 360 10 42 11 70 6.5
4/13/95 200 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) NA 350 6000 (lei) 50 NA
250 15 2.8 2.5 NA 1.3 2.5 145 215 25
1.5 3 NA 360 10 42 11 70 6.5
4/9/95 200 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) NA 350 6000 (lei) 50 NA
250 15 2.8 2.5 NA 1.3 2.5 145 215 25
1.4 3 NA 360 10 42 11 70 6.5
4/7/95 NA 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) NA 350 6000 (lei) 50 NA
250 15 2.8 2.5 NA 1.3 2.5 145 215 25
1.4 3 NA 360 10 35 11 70 6.5
4/1/95 NA 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) NA 350 6000 (lei) 50 NA
250 15 2.8 2.5 NA 1.3 2.5 145 215 25
1.4 3 NA 360 10 35 7.65 70 6.5
2/22/95 NA 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L) 75 (FL)
0.5 NA 15 4 (Fl.) NA 350 6000 (lei) NA NA
250 15 2.8 2.5 NA 1.3 2.5 145 215 25
1.4 3 NA 360 10 35 7.65 70 6.5
12/31/94 NA 4 26 75 3.5 50 1.2 15
7 10 (FmK) 12 (F) 3.5 (D.M) 450 12 1.6 (I.L)
75 (FL) 0.5 NA 15 4 (Fl.) NA 350 6000 (lei) NA
NA 230 15 2.8 2.5 NA 1.3 2.5 145 215
25 1.3 3 NA 360 10 35 7.65 70 6.5
9/30/94 NA 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 75 (FL) 0.5
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 215 25 1.3
3 NA 360 10 35 7.65 70 6.5
7/5/94 NA 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 75 (FL) 0.5
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 215 25 1.3
3 NA 360 NA NA 7.65 70 6.5
4/30/94 NA 4 20 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 75 (FL) 0.5
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 215 25 1.3
3 NA 360 NA NA 7.65 70 6.5
1/31/94 NA 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 75 (FL) 0.5
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 215 25 1.3
3 NA 360 NA NA 7.65 70 6.5
11/30/93 NA 4 26 75 3.5 50 1.2 15
7 10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 50
0.5 NA 15 4 (Fl.) NA 350 6000 (lei) NA NA
230 15 2.8 2.5 NA 1.3 2.5 145 215 25
1.3 3 NA 360 NA NA 7.65 70 6.5
9/30/93 NA 4 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 50 0.32
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 215 25 1.3
3 NA 360 NA NA 7.65 70 6.5
9/5/93 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 50 0.32
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 215 25 1.3
3 NA 360 NA NA 7.65 70 6.5
7/31/93 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 50 0.32
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 215 25 1.3
2.5 NA 360 NA NA 7.65 70 6.5
7/24/93 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 50 0.32
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.5 145 200 25 1.3
2.5 NA 360 NA NA 7.65 70 6.5
6/30/93 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 50 0.32
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.25 145 200 25 1.3
2.5 NA 360 NA NA 7.65 70 6.5
6/27/93 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 450 12 NA 50 0.32
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.25 145 200 25 1.2
2.5 NA 360 NA NA 7.65 70 6.5
5/30/92 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 420 12 NA 50 0.32
NA 15 4 (Fl.) NA 350 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.25 145 200 25 1.2
2.5 NA 360 NA NA 7.65 70 6.5
3/30/92 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 420 12 NA 50 0.32
NA 15 4 (Fl.) NA 330 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.25 145 200 25 1.2
2.5 NA 360 NA NA 7.65 70 6.5
9/30/92 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 420 12 NA 50 0.32
NA 15 4 (Fl.) NA 330 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.25 145 200 25 1.2
2.5 NA 360 NA NA 6.95 70 6.5
9/10/92 NA 3.5 26 75 3.5 50 1.2 15 7
10 (FmK) 12 (F) 3.5 (D.M) 420 12 NA 50 0.32
NA 15 4 (Fl.) NA 330 6000 (lei) NA NA 230
15 2.8 2.5 NA 1.3 2.25 145 200 25 1.2
2.5 NA 360 NA NA 4.5 70 6.5
8/30/91 NA 3 22 60 NA NA 1.2 13 7
8 10 2.6 420 10 NA 50 0.32 NA 13
3 NA 330 NA NA NA 230 11 2.8 2
NA 0.95 2 NA NA 25 1.2 2 NA 360
NA NA 4.5 NA 6.5
7/31/91 NA 3 22 60 NA NA 1.2 13 7
8 10 2.6 350 10 NA 50 0.32 NA 13
3 NA 250 NA NA NA 190 11 2.3 2
NA 0.95 2 NA NA 25 1.2 2 NA 360
NA NA 4.5 NA 6.5
6/30/91 NA 3 22 60 NA NA 1.2 13 7
8 10 2.6 300 10 NA 50 0.32 NA 13
3 NA 250 NA NA NA 190 11 2.3 2
NA 0.95 2 NA NA 25 1.2 2 NA 360
NA NA 4.5 NA 6.5
11/30/90 NA 2.4 22 60 NA NA 1.2 13
7 8 10 2.6 300 10 NA 50 0.32 NA
13 3 NA 250 NA NA NA 190 11 2.3
2 NA 0.95 2 NA NA 25 1.2 2 NA
360 NA NA 4.5 NA 6.5
10/11/90 NA 2.4 22 60 NA NA 1.2 13
7 8 10 2.6 300 10 NA 50 0.32 NA
13 3 NA 250 NA NA NA 190 11 2.3
2 NA 0.95 2 NA NA 25 1.2 2 NA
360 NA NA 4.5 NA 4.5
9/5/90 NA 2 22 60 NA NA 650 (Mills) 13
7 8 10 2.6 300 10 NA 50 0.32 NA
13 3 NA 250 NA NA NA 190 11 2.3
2 NA 0.95 2 NA NA 25 1.2 1.75 NA
360 NA NA 4.5 NA 4.5
7/31/90 NA 2 20 55 NA NA 650 (Mills) 11
NA 7 9 2.3 300 9 NA 42 0.32 NA
12 2.7 NA 200 NA NA NA 175 11 2
1.8 NA 0.8 1.75 NA NA 25 1 1.75 NA
360 NA NA 3.8 NA 4.5
6/30/90 NA 2 20 55 NA NA 650 (Mills) 11
NA 7 9 2.3 200 9 NA 42 0.32 NA
12 2.7 NA 200 NA NA NA 175 11 2
1.8 NA 0.8 1.75 NA NA 25 1 1.75 NA
360 NA NA 3.8 NA 4.5______________________________________________
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