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Last active April 1, 2019 12:58
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Multi calendar heat. Giving , dates , and 2 values per date.
##########################################
extra.calendarHeat <- function(dates,
values,
ncolors=99,
color="b2w",
pch.symbol = 15:20,
cex.symbol =2,
col.symbol ="#00000044",
pvalues=values,
varname="Values",
date.form = "%Y-%m-%d", ...) {
require(latticeExtra)
require(grid)
require(chron)
# Reshape data ------------------------------------------------------------------
transformdata <- function(dates, values,pvalues, date.form = "%Y-%m-%d", ...) {
if (class(dates) == "character" | class(dates) == "factor" ) {
dates <- strptime(dates, date.form)
}
caldat <- data.frame( dates = dates,value = values,pvalue=pvalues)
min.date <- as.Date(paste(format(min(dates), "%Y"),
"-1-1",sep = ""))
max.date <- as.Date(paste(format(max(dates), "%Y"),
"-12-31", sep = ""))
dates.f <- seq(min.date, max.date, by="days")
# Merge moves data by one day, avoid
caldat <- data.frame(value = values, dates = dates,pvalue=pvalues)
caldat <- data.frame(date.seq = seq(min.date, max.date, by="days") ,
value = NA,
pvalue=NA)
dates <- as.Date(dates)
caldat$value[match(dates, caldat$date.seq)] <- values
caldat$pvalue[match(dates, caldat$date.seq)] <- pvalues
caldat$dotw <- as.numeric(format(caldat$date.seq, "%w"))
caldat$woty <- as.numeric(format(caldat$date.seq, "%U")) + 1
caldat$yr <- as.factor(format(caldat$date.seq, "%Y"))
caldat$month <- as.numeric(format(caldat$date.seq, "%m"))
yrs <- as.character(unique(caldat$yr))
d.loc <- as.numeric()
for (m in min(yrs):max(yrs)) {
d.subset <- which(caldat$yr == m)
sub.seq <- seq(1,length(d.subset))
d.loc <- c(d.loc, sub.seq)
}
caldat <- cbind(caldat, seq=d.loc)
caldat$pvalue.n <- round(caldat$pvalue/max(caldat$pvalue,na.rm=T),2)
caldat
}
dat <- transformdata(dates, values,pvalues,date.form)
## color style -----------------------------------------
#color styles------------------------------------------------
col.sty <- switch(color,
"r2b"=c("#0571B0", "#92C5DE", "#F7F7F7", "#F4A582", "#CA0020"), #red to blue
'r2g'=c("#D61818", "#FFAE63", "#FFFFBD", "#B5E384") , #red to green
'w2b'=c("#045A8D", "#2B8CBE", "#74A9CF", "#BDC9E1", "#F1EEF6"), #white to blue
'b2w'=grey.colors(5) )## black to white
# assign("col.sty", get(color))
calendar.pal <- colorRampPalette((col.sty), space = "Lab")
## scales ------------------------------------------------------------------
yrs <- (unique(dat$yr))
nyr <- length(yrs)
scales = list(
x = list( at= c(seq(2.9, 52, by=4.42)),
labels = month.abb,
alternating = c(1, rep(0, (nyr-1))),
tck=0,
cex =1),
y=list(
at = c(0, 1, 2, 3, 4, 5, 6),
labels = c("Sunday", "Monday", "Tuesday", "Wednesday", "Thursday",
"Friday", "Saturday"),
alternating = 1,
cex =1,
tck=0))
# theme ------------------------------------------------------------------
calendar.theme <- list(
xlab=NULL,ylab=NULL,
strip.background = list(col = "transparent"),
strip.border = list(col = "transparent"),
axis.line = list(col="transparent"),
par.strip.text=list(cex=2))
#calendar divsion-----------------------------------------------------------------------
calendar.division <- function(...)
{
xyetc <- list(...)
subs <- dat[xyetc$subscripts,]
dates.fsubs <- dat[dat$yr == unique(subs$yr),]
y.start <- dates.fsubs$dotw[1]
y.end <- dates.fsubs$dotw[nrow(dates.fsubs)]
dates.len <- nrow(dates.fsubs)
adj.start <- dates.fsubs$woty[1]
for (k in 0:6) {
if (k < y.start) {
x.start <- adj.start + 0.5
} else {
x.start <- adj.start - 0.5
}
if (k > y.end) {
x.finis <- dates.fsubs$woty[nrow(dates.fsubs)] - 0.5
} else {
x.finis <- dates.fsubs$woty[nrow(dates.fsubs)] + 0.5
}
grid.lines(x = c(x.start, x.finis), y = c(k -0.5, k - 0.5),
default.units = "native", gp=gpar(col = "grey", lwd = 1))
}
if (adj.start < 2) {
grid.lines(x = c( 0.5, 0.5), y = c(6.5, y.start-0.5),
default.units = "native", gp=gpar(col = "grey", lwd = 1))
grid.lines(x = c(1.5, 1.5), y = c(6.5, -0.5), default.units = "native",
gp=gpar(col = "grey", lwd = 1))
grid.lines(x = c(x.finis, x.finis),
y = c(dates.fsubs$dotw[dates.len] -0.5, -0.5), default.units = "native",
gp=gpar(col = "grey", lwd = 1))
if (dates.fsubs$dotw[dates.len] != 6) {
grid.lines(x = c(x.finis + 1, x.finis + 1),
y = c(dates.fsubs$dotw[dates.len] -0.5, -0.5), default.units = "native",
gp=gpar(col = "grey", lwd = 1))
}
grid.lines(x = c(x.finis, x.finis),
y = c(dates.fsubs$dotw[dates.len] -0.5, -0.5), default.units = "native",
gp=gpar(col = "grey", lwd = 1))
}
for (n in 1:51) {
grid.lines(x = c(n + 1.5, n + 1.5),
y = c(-0.5, 6.5), default.units = "native", gp=gpar(col = "grey", lwd = 1))
}
x.start <- adj.start - 0.5
if (y.start > 0) {
grid.lines(x = c(x.start, x.start + 1),
y = c(y.start - 0.5, y.start - 0.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
grid.lines(x = c(x.start + 1, x.start + 1),
y = c(y.start - 0.5 , -0.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
grid.lines(x = c(x.start, x.start),
y = c(y.start - 0.5, 6.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
if (y.end < 6 ) {
grid.lines(x = c(x.start + 1, x.finis + 1),
y = c(-0.5, -0.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
grid.lines(x = c(x.start, x.finis),
y = c(6.5, 6.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
} else {
grid.lines(x = c(x.start + 1, x.finis),
y = c(-0.5, -0.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
grid.lines(x = c(x.start, x.finis),
y = c(6.5, 6.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
}
} else {
grid.lines(x = c(x.start, x.start),
y = c( - 0.5, 6.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
}
if (y.start == 0 ) {
if (y.end < 6 ) {
grid.lines(x = c(x.start, x.finis + 1),
y = c(-0.5, -0.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
grid.lines(x = c(x.start, x.finis),
y = c(6.5, 6.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
} else {
grid.lines(x = c(x.start + 1, x.finis),
y = c(-0.5, -0.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
grid.lines(x = c(x.start, x.finis),
y = c(6.5, 6.5), default.units = "native",
gp=gpar(col = "black", lwd = 1.75))
}
}
for (j in 1:12) {
last.month <- max(dates.fsubs$seq[dates.fsubs$month == j])
x.last.m <- dates.fsubs$woty[last.month] + 0.5
y.last.m <- dates.fsubs$dotw[last.month] + 0.5
grid.lines(x = c(x.last.m, x.last.m), y = c(-0.5, y.last.m),
default.units = "native", gp=gpar(col = "black", lwd = 1.75))
if ((y.last.m) < 6) {
grid.lines(x = c(x.last.m, x.last.m - 1), y = c(y.last.m, y.last.m),
default.units = "native", gp=gpar(col = "black", lwd = 1.75))
grid.lines(x = c(x.last.m - 1, x.last.m - 1), y = c(y.last.m, 6.5),
default.units = "native", gp=gpar(col = "black", lwd = 1.75))
} else {
grid.lines(x = c(x.last.m, x.last.m), y = c(- 0.5, 6.5),
default.units = "native", gp=gpar(col = "black", lwd = 1.75))
}
}
}
# major plot ------------------------------------------------------------------
p <- levelplot(value~woty*dotw | yr, data=dat, border = "black",
layout = c(1, nyr%%7),
col.regions = calendar.pal(ncolors),
aspect='iso',
between = list(x=0, y=c(1,1)),
strip=TRUE,
main =varname,
panel = function(x,y,z,...) {
panel.levelplot(x,y,z,...)
ll <- list(...)
at = pretty(dat$pvalue)
ind.pch <- cut(dat$pvalue, at, include.lowest = TRUE, labels = FALSE)
pch.symbols <- pch.symbol[ind.pch]
subscripts <- ll$subscripts
x <- x[subscripts]
y <- y[subscripts]
pch.symbols <- pch.symbols[subscripts]
panel.xyplot(x, y, fill =col.symbol ,col.symbol =col.symbol,
pch = pch.symbols, cex=cex.symbol,
, ...)
calendar.division(...)
},
scales= scales,
xlim =extendrange(dat$woty,f=0.01),
xlab="",ylab="",
ylim=extendrange(dat$dotw,f=0.1),
cuts= ncolors - 1,
colorkey= list(col = calendar.pal(ncolors), width = 0.6, height = 0.5),
subscripts=TRUE,
par.settings = calendar.theme)
p
}
##----------- example---------------------------------------------------
stock <- "MSFT"
start.date <- "2012-01-12"
end.date <- Sys.Date()
quote <- paste("http://ichart.finance.yahoo.com/table.csv?s=",
stock,
"&a=", substr(start.date,6,7),
"&b=", substr(start.date, 9, 10),
"&c=", substr(start.date, 1,4),
"&d=", substr(end.date,6,7),
"&e=", substr(end.date, 9, 10),
"&f=", substr(end.date, 1,4),
"&g=d&ignore=.csv", sep="")
stock.data <- read.csv(quote, as.is=TRUE)
## default symbols
p1 <- extra.calendarHeat(dates= stock.data$Date, values = stock.data$Adj.Close,
pvalues = stock.data$Volume,
varname="W&B MSFT Adjusted Close
\n Volume as no border symbol ")
## multiply symbols
p2 <- extra.calendarHeat(dates= stock.data$Date, values = stock.data$Adj.Close,
pvalues = stock.data$Volume,
varname="W&B MSFT Adjusted Close \n black Volume as multiply symbol ",
pch.symbol = c(3,4,8,9),
col.symbol='black')
## circles symbols
p3 <- extra.calendarHeat(dates= stock.data$Date, values = stock.data$Adj.Close,
pvalues = stock.data$Volume,
varname="W&B MSFT Adjusted Close \n blue Volume as circles",
pch.symbol = c(1,10,13,16,18),
col.symbol='blue')
## triangles symbols
p4 <- extra.calendarHeat(dates= stock.data$Date, values = stock.data$Adj.Close,
pvalues = stock.data$Volume,
varname="W&B MSFT Adjusted Close \n red Volume as triangles",
pch.symbol = c(2,6,17,24,25),
col.symbol='red')
## symbols are letters
p5 <- extra.calendarHeat(dates= stock.data$Date, values = stock.data$Adj.Close,
varname="MSFT Adjusted Close",
pch.symbol = LETTERS,
col.symbol='black')
# symbols are LETTERS
p6 <- extra.calendarHeat(dates= stock.data$Date, values = stock.data$Adj.Close,
pvalues = stock.data$Volume,
varname="MSFT Adjusted Close \n Volume as LETTERS symbols",
pch.symbol = letters,
color='r2b')
print(p1)
print(p2)
print(p3)
print(p4)
print(p5)
print(p6)
@lily1720
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lily1720 commented Apr 1, 2019

How can I make pch.symbol not limited to six?

@lily1720
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lily1720 commented Apr 1, 2019

当我尝试使用6个标记时,有两个标记是重复的,我想让每一种标记的形状都不相同,且不局限于6个。

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