I have a dataframe like this
Datetime <- c("2015-12-31 08:30:13", "2015-12-31 12:45:00", "2016-01-01 02:53:20", "2016-01-01 03:22:18",
"2016-01-01 09:42:10", "2016-01-01 20:55:50", "2016-01-01 21:14:10", "2016-01-02 05:42:16",
"2016-01-02 08:31:15", "2016-01-02 09:13:10", "2016-01-03 00:45:14", "2016-01-03 05:56:00",
"2016-01-03 13:44:00", "2016-01-03 14:41:20", "2016-01-03 15:33:10", "2016-01-04 04:24:00",
"2016-01-04 17:24:12", "2016-01-04 17:28:16", "2016-01-04 18:22:34", "2016-01-05 02:34:31")
Measurement <- c("Length","Breadth","Height","Length",
"Breadth","Breadth","Breadth","Length",
"Length","Breadth","Height","Height",
"Height","Length","Height","Length",
"Length","Breadth","Breadth","Breadth")
df1 <- data.frame(Datetime,Measurement)
I am trying to subset the dates in this format
Day1 = December 31st,2015 at 6:30AM to January 1st 2016 6:30AM
Day2 = January 1st,2015 at 6:30AM to January 2nd 2016 6:30AM
etc..
While doing this, I would also like to pivot the Measurement column into its individual columns with count of each category
My desired output is
Days Length Breadth Height
Day1 2 1 1
Day2 1 3 0
Day3 1 1 2
Day4 2 0 2
Day5 1 3 0
I tried something like this to get the date ranges
today <- as.POSIXlt(Sys.time())
today$mday <- today$mday + (today$wday-(today$wday+27))
today$hour = "6";today$min = "30";today$sec = "0"
Back1Day <- today
Back1Day$mday <- today$mday-1
How do I subset according to this problem. I tried to do it using dcast but not getting it right.
df2 <- dcast(df1, Datetime ~ Measurement)
Kindly provide some directions on this.
This seem to satisfy your needs (according to your comments). I'm just creating a sequence from the first date to the last one by day, and then utilizing the findInterval
function in order to match the days. Then, a simple dcast
gives you what you need.
library(data.table)
setDT(df1)[, Datetime := as.POSIXct(Datetime)] ## First need to convert to POSIXct class
df1[, Days := paste0("Day", findInterval(Datetime,
seq(as.POSIXct(paste(as.Date(Datetime[1L]), "6:30")),
as.POSIXct(paste(as.Date(Datetime[.N]), "6:30")),
by = "day")))]
dcast(df1, Days ~ Measurement)
# Days Breadth Height Length
# 1: Day1 1 1 2
# 2: Day2 3 0 1
# 3: Day3 1 2 1
# 4: Day4 0 2 2
# 5: Day5 3 0 1
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