I have successfullly created a histogram using a date field.
hist(df.sat$created_at, breaks="hours", freq=T, xlab="Time",
main="Sat Volume")
My issue is that when I attempt to fill in the bars using col="red"
both the bars and both the x/y axes change to red, when I only want the bars. What is the best way way only fill in the bars?
Here are some data:
> dput(df.sat$created_at[sample(c(1:9000), 50)])
structure(list(sec = c(41, 3, 13, 11, 49, 55, 19, 21, 6, 15,
54, 45, 45, 39, 50, 27, 35, 25, 22, 35, 42, 31, 45, 29, 1, 3,
8, 47, 38, 2, 13, 29, 34, 42, 15, 19, 3, 39, 41, 12, 34, 50,
15, 27, 0, 29, 47, 26, 21, 5), min = c(46L, 38L, 4L, 35L, 26L,
56L, 9L, 52L, 51L, 15L, 49L, 3L, 41L, 59L, 30L, 30L, 30L, 53L,
25L, 51L, 23L, 38L, 30L, 3L, 43L, 33L, 36L, 52L, 0L, 21L, 27L,
22L, 51L, 31L, 0L, 37L, 3L, 2L, 12L, 3L, 45L, 13L, 59L, 10L,
11L, 7L, 41L, 21L, 5L, 20L), hour = c(14L, 16L, 18L, 15L, 15L,
16L, 16L, 18L, 18L, 13L, 18L, 16L, 14L, 13L, 16L, 15L, 18L, 17L,
18L, 18L, 16L, 17L, 17L, 19L, 15L, 18L, 17L, 18L, 19L, 17L, 16L,
17L, 18L, 20L, 18L, 15L, 14L, 14L, 18L, 18L, 19L, 19L, 16L, 15L,
17L, 17L, 15L, 17L, 17L, 17L), mday = c(9L, 9L, 9L, 9L, 9L, 9L,
9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L,
9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L, 9L), mon = c(3L,
3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
3L), year = c(111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L,
111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L,
111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L,
111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L,
111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L, 111L), wday = c(6L,
6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
6L), yday = c(98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L,
98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L,
98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L,
98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L, 98L,
98L), isdst = 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)), .Names = c("sec", "min", "hour", "mday",
"mon", "year", "wday", "yday", "isdst"), class = c("POSIXlt",
"POSIXt"), tzone = c("America/New_York", "EST", "EDT"))
You'll have to get around it a bit by plotting the histogram first and the axes later :
hist(Data, breaks="hours", freq=T, xlab="Time", col="red",
main="Sat Volume",axes=F)
Axis(Data,col="black",side=1)
axis(2,col="black")
Reason to use the generic Axis()
, is that it takes into account that your variable is a TimeDate class. The default axis()
doesnt.
EDIT :
FYI, this behaviour is only to be seen with histograms where DateTime
classes are used on the X axis. The default hist()
function doesn't change the color of the axis when using a fill color for the bars.
Plot the histogram without axes and then add them in later:
hist(dat, breaks="hours", freq=TRUE, col = "red", axes = FALSE)
axis.POSIXct(side = 1, dat)
axis(2)
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