I have a set of data with dates as columns. When I open csv file I see the format as below
22/02/2013 23:10
22/02/2013 23:20
23/02/2013 00:20
22/02/2013 23:10
22/02/2013 23:59
But when I read this file and printout date format is as below:
> head(tow$X22)
[1] "23:10 / 22-Feb" "23:20 / 22-Feb" "00:20 / 23-Feb" "23:10 / 22-Feb"
[5] "23:59 / 22-Feb" "23:15 / 22-Feb"
I tried to convert this data into "ddmmyyyy" format using all the options listed I could find, listed below:
tow$X22 <- as.Date(as.character(tow$X22),format="%d-%m-%y")
tow$X22 <- strptime(tow$X22,"%d%m%Y")
tow$X22 <- strftime(tow$X22,"%d%m%Y")
tow$X22 <- strftime(as.character(tow$X22),"%d%m%Y")
tow$X22 <- as.Date(tow$X22,"%d%m%Y")
But nothing works. All are giving NA as result
Please advise, where I am going wrong.
My data is below: X01 X02 X03 X04 X05 X06 X07 X08 X09 X10 X11 X12 X13 X14 X15 X16 X17 X18 X19 X20 X21 X22 TOW OUT EK0134--EK0705 NA C40---D02 4318 - TBL600 TOW OUT FM C40 TO HGR P 0010 A- NA 1 TOW OUT PUSH_TOW_OUT PUSH_TOW_OUT 22/02/2013 23:53 23/02/2013 00:21 Saturday 23/02/2013 00:16 23/02/2013 00:21 5 Finished 22/02/2013 22:55 24/02/2013 02:30 24/02/2013 02:44 22/02/2013 23:10 TOW OUT EK0726--EK0650 NA E41---D03 4507 - TBL400 TOW OUT FM E41 TO HGR P 0001 A-0008/0025 NA 1 TOW OUT PUSH_TOW_OUT PUSH_TOW_OUT 22/02/2013 23:55 23/02/2013 00:13 Saturday 23/02/2013 00:08 23/02/2013 00:25 17 Finished 22/02/2013 23:19 24/02/2013 02:45 24/02/2013 02:59 22/02/2013 23:20 TOW IN EK0176--EK0658 NA D02---B24 4508 - TBL400 TOW IN D02 TO B24 P-0045 A- NA 1 TOW IN PUSH_TOW_DEP PUSH_TOW_DEP 23/02/2013 00:36 23/02/2013 01:18 Saturday 23/02/2013 01:13 23/02/2013 01:26 13 Finished 22/02/2013 23:48 23/02/2013 03:15 23/02/2013 03:25 23/02/2013 00:20 TOW OUT EK0383--EK0308 NA E26---A03 4507 - TBL400 TOW OUT FM E26 TO HGR P-0030 A- NA 1 TOW OUT PUSH_TOW_OUT PUSH_TOW_OUT 23/02/2013 00:43 23/02/2013 01:32 Saturday 23/02/2013 00:46 23/02/2013 01:03 17 Finished 22/02/2013 22:47 23/02/2013 11:20 23/02/2013 11:43 22/02/2013 23:10
My code is below:
tow <-read.csv(file.choose(),skip=3)
tow<-subset(tow,tow[1]!="Special Task")
#SPLITTING FLIGHT NUMBERS AND ADDING TO DATA FRAME
a<-data.frame(do.call(rbind,strsplit(as.character(tow$X02),"--")))
if(nrow(tow)!=nrow(a)) cat("ERROR IN FLIGHT NUMBERS *** PLEASE CHECK","\n")
names(a)<-c("Arr","Dep")
tow<-cbind(tow,a)
#IDENTIFYING & REMOVING COLUMNS WHICH ARE NOT HAVING ARRIVAL & DEPARTURE TIMES
tow<-subset(tow,tow[20]!="")
a<-data.frame(do.call(rbind,strsplit(as.character(tow$X20)," ")))
if(nrow(tow)!=nrow(a)) cat("ERROR IN DEPARTURE DATE & TIME *** PLEASE CHECK","\n")
names(a)<-c("DD","DT")
tow<-cbind(tow,a)
tow<-subset(tow,tow[22]!="")
a<-data.frame(do.call(rbind,strsplit(as.character(tow$X22)," ")))
if(nrow(tow)!=nrow(a)) cat("ERROR IN ARRIVAL DATE & TIME *** PLEASE CHECK","\n")
names(a)<-c("DD","DT")
tow<-cbind(tow,a)
#IDENTIFYING & REMOVING COLUMNS WHICH ARE NOT HAVING ARRIVAL & DEPARTURE TIMES
tow<-subset(tow,tow[20]!="")
a<-data.frame(do.call(rbind,strsplit(as.character(tow$X20)," ")))
if(nrow(tow)!=nrow(a)) cat("ERROR IN DEPARTURE DATE & TIME *** PLEASE CHECK","\n")
names(a)<-c("DD","DT")
tow<-cbind(tow,a)
tow<-subset(tow,tow[22]!="")
a<-data.frame(do.call(rbind,strsplit(as.character(tow$X22)," ")))
if(nrow(tow)!=nrow(a)) cat("ERROR IN ARRIVAL DATE & TIME *** PLEASE CHECK","\n")
names(a)<-c("DD","DT")
tow<-cbind(tow,a)