Last active
April 1, 2019 12:58
-
-
Save agstudy/5024781 to your computer and use it in GitHub Desktop.
Multi calendar heat. Giving , dates , and 2 values per date.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
########################################## | |
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) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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。