[R] Challenge extracting months
Kwesi Quagraine
starskykwesi at gmail.com
Tue Jan 31 11:04:29 CET 2017
Hello Jim, thanks for the code. But I come to you once again, I am not
looking to do a rolling mean, but to select JFM,FMA,MAM etc from the data
attached. Below is my sample code which actually selects these months. I
will rather be glad if I can have a function that does the selection for
all these 3 months selected for each year as shown in my last two lines of
code; Taking into accounts years with 29 days in February etc.
rm(list = ls())
library(zoo)
library(PCICt)
library(lattice)
library(RColorBrewer)
setwd('/home/kwesi/Documents/700hpa/soms/')
# Reading the data
era <- read.table(file="SAfr_700hpa_5x4II.txt",header = FALSE, sep =
"",skip=1,dec = ".")
era.nodes <- paste(era[,1],era[,2],sep=".")
era.nodes <-as.numeric(era.nodes)
era.nodes.days<-zooreg(era.nodes,start=as.Date("1980-01-
01"),end=as.Date("2016-12-31"))
era.nodes.days.t1<-window(era.nodes.days,start=as.Date("
1980-01-01"),end=as.Date("2016-12-31"))
mon.t1<-as.numeric(format(index(era.nodes.days.t1),"%m"))
seas.t1 <-as.numeric(format(index(era.nodes.days.t1),"%Y"))
era.nodes.days.t1<-cbind(era.nodes.days.t1,mon.t1,seas.t1)
era.nodes.days.t1
jfm80<-era.nodes.days.t1[1:91,1:3[era.nodes.days.t1[1:91,2]=
=1|era.nodes.days.t1[1:91,2]==2|era.nodes.days.t1[1:91,2]==3]
fma80<-era.nodes.days.t1[32:(91+30),1:3 [era.nodes.days.t1[1:91,2]==2|
era.nodes.days.t1[1:91,2]==3|era.nodes.days.t1[1:91,2]==4]
On Tue, Jan 31, 2017 at 5:23 AM, Jim Lemon <drjimlemon at gmail.com> wrote:
> Hi Kwesi,
> A mistake in the last email. Don't try to replace the column in
> era.sta as the result will be a different length. Try this:
>
> newera.sta2<-collapse.values(era.sta[,2],3)
>
> Jim
>
> On Tue, Jan 31, 2017 at 10:32 AM, Jim Lemon <drjimlemon at gmail.com> wrote:
> > Hi Kwesi,
> > The function collapse_values will only work on a vector of numbers
> > with FUN="mean". era.sta looks like a data frame with at least two
> > elements. As the second of these elements seems to be numeric, perhaps
> > this will work:
> >
> > era.sta[,2]<-collapse.values(era.sta[,2],3)
> >
> > Don't try to apply the names to era.sta, that was just something to
> > make the example easier to understand. If you want to collapse more
> > than one column of era.sta do each one at a time and assign them to a
> > new data frame. In particular, if era[,1] is a vector of month names,
> > you will have to create a new vector of quarter (three month) names.
> > If there are very many of these, the collapse_values function can be
> > modified to do it automatically.
> >
> > Jim
> >
> >
> >
> > On Tue, Jan 31, 2017 at 9:50 AM, Kwesi Quagraine <starskykwesi at gmail.com>
> wrote:
> >> Hello Jim,this is my script now; I am having this error when I called
> the
> >> function;" In mean.default(list(era...1. = 1:444, Node_freq =
> >> c(-0.389855332400718, : argument is not numeric or logical: returning
> NA"
> >> Any help will be much appreciated.
> >>
> >> Kwesi
> >>
> >> rm(list = ls())
> >> setwd('/home/kwesi/Documents/700hpa/soms/')
> >> # Reading the data
> >>
> >> era <- read.csv(file="som_freq.csv",header = TRUE, sep = ",",dec
> =
> >> ".")
> >> era.scaled <- scale(era[,2:3], center = TRUE, scale = TRUE)
> >> era.sta<-data.frame(era[,1],era.scaled)
> >> era.sta
> >>
> >> collapse_values<-function(x,span,FUN="mean",na.rm=FALSE) {
> >> jump<-span-1
> >> newx<-rep(NA,length(x)-jump)
> >> for(i in 1:length(newx))
> >> newx[i]<-do.call(FUN,list(x[i:(i+jump)],na.rm=na.rm))
> >> return(newx)
> >> }
> >>
> >> #test<-1:12
> >> names(era.sta)<-month.abb
> >> collapse_values(era.sta,3)
> >> era.sta
> >>
> >>
> >> On Mon, Jan 30, 2017 at 11:53 PM, Jim Lemon <drjimlemon at gmail.com>
> wrote:
> >>>
> >>> Hi Kwesi,
> >>> Even without the data, it seems clear that you want something like a
> >>> rolling mean. Here is a simple function that will apply a function
> >>> like "mean" to successive bits of a vector of numbers:
> >>>
> >>> collapse_values<-function(x,span,FUN="mean",na.rm=FALSE) {
> >>> jump<-span-1
> >>> newx<-rep(NA,length(x)-jump)
> >>> for(i in 1:length(newx))
> >>> newx[i]<-do.call(FUN,list(x[i:(i+jump)],na.rm=na.rm))
> >>> return(newx)
> >>> }
> >>>
> >>> test<-1:12
> >>> names(test)<-month.abb
> >>> test
> >>> collapse_values(test,3)
> >>> [1] 2 3 4 5 6 7 8 9 10 11
> >>>
> >>> Jim
> >>>
> >>>
> >>>
> >>> On Mon, Jan 30, 2017 at 11:53 PM, Kwesi Quagraine
> >>> <starskykwesi at gmail.com> wrote:
> >>> > Hello, I have a data with two variables nodes and index, I want to
> >>> > extract
> >>> > 3 months seasons, with a shift of 1 month, that is, DJF, JFM, FMA
> etc to
> >>> > OND. Was wondering how to go about it. Kindly find attached the data
> as
> >>> > csv.
> >>> > Any help will be appreciated.
> >>> >
> >>> > Regards,
> >>> > Kwesi
> >>> >
> >>> > --
> >>> > Try not to become a man of success but rather a man of value-Albert
> >>> > Einstein
> >>> >
> >>> > University of Cape Coast|College of Agriculture and Natural
> >>> > Sciences|Department
> >>> > of Physics|
> >>> > Team Leader|Recycle Up! Ghana|Technology Without Borders|
> >>> > Other emails: kwesi.quagraine at ucc.edu.gh|kwesi.quagraine at teog.de|
> >>> > Mobile: +233266173582
> >>> > Skype: quagraine_cwasi
> >>> > Twitter: @Pkdilly
> >>> > ______________________________________________
> >>> > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
> >>> > https://stat.ethz.ch/mailman/listinfo/r-help
> >>> > PLEASE do read the posting guide
> >>> > http://www.R-project.org/posting-guide.html
> >>> > and provide commented, minimal, self-contained, reproducible code.
> >>
> >>
> >>
> >>
> >> --
> >> Try not to become a man of success but rather a man of value-Albert
> Einstein
> >>
> >> University of Cape Coast|College of Agriculture and Natural
> >> Sciences|Department of Physics|
> >> Team Leader|Recycle Up! Ghana|Technology Without Borders|
> >> Other emails: kwesi.quagraine at ucc.edu.gh|kwesi.quagraine at teog.de|
> >> Mobile: +233266173582
> >> Skype: quagraine_cwasi
> >> Twitter: @Pkdilly
> >>
>
--
Try not to become a man of success but rather a man of value-Albert Einstein
University of Cape Coast|College of Agriculture and Natural Sciences|Department
of Physics|
Team Leader|Recycle Up! Ghana|Technology Without Borders|
Other emails: kwesi.quagraine at ucc.edu.gh|kwesi.quagraine at teog.de|
Mobile: +233266173582
Skype: quagraine_cwasi
Twitter: @Pkdilly
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0 1 389.531
2 0 342.499
2 1 576.399
2 4 449.894
2 0 510.615
3 0 517.987
2 1 525.644
1 0 455.325
1 0 399.115
2 0 422.374
2 1 583.77
1 3 599.466
1 4 563.12
2 3 482.526
2 3 474.398
2 0 357.286
3 0 344.528
3 0 394.769
4 0 582.512
3 0 543.295
2 0 387.387
1 1 345.332
1 4 284.931
1 4 379.22
1 4 499.878
2 3 590.386
2 0 504.849
5 1 550.671
5 3 386.772
3 4 443.438
2 3 566.373
3 0 405.051
6 0 536.962
6 1 562.504
5 2 392.656
5 1 345.411
5 1 312.142
5 1 322.368
4 2 340.354
2 3 370.73
1 0 438.697
2 0 460.43
2 0 330.057
3 0 329.303
5 0 572.65
5 2 541.81
5 3 447.293
5 1 527.096
6 1 500.444
6 3 476.915
2 4 336.552
1 0 468.017
2 0 371.689
6 0 415.748
4 2 395.24
3 2 353.124
2 3 517.555
2 4 567.628
1 0 691.753
2 0 459.717
1 0 470.414
2 0 485.905
5 0 369.423
5 1 337.551
3 2 246.472
3 0 286.845
3 0 482.397
5 2 523.204
5 2 347.111
5 3 322.326
5 3 359.52
5 4 385.251
3 4 531.635
0 4 699.32
0 0 919.854
0 1 875.817
0 2 717.509
0 3 682.333
0 3 644.573
0 1 526.769
2 0 540.573
3 0 396.45
4 2 497.692
4 2 636.85
3 2 592.264
3 3 431.244
2 2 413.645
2 1 514.997
2 1 622.402
2 3 499.46
3 0 564.102
6 0 292.936
6 0 285.7
6 2 382.227
3 2 479.762
1 4 591.917
1 4 506.495
2 3 331.85
4 3 274.812
3 3 484.574
5 1 339.647
5 2 441.865
3 2 667.232
3 3 644.561
3 3 490.88
2 3 516.302
2 0 483.486
2 0 560.597
2 1 585.432
3 0 747.159
6 0 730.475
2 1 631.566
1 4 502.919
1 4 268.061
2 1 248.24
6 0 369.358
5 1 428.202
4 2 451.247
5 2 456.706
4 3 552.501
1 4 563.586
0 0 584.854
1 1 449.004
2 3 379
2 0 352.222
5 0 428.633
5 2 633
2 3 416.059
1 0 450.166
2 0 331.287
3 2 253.472
5 2 305.847
5 3 387.883
4 3 439.633
5 4 338.663
5 4 621.637
6 1 344.476
6 2 336.469
6 3 379.188
6 4 528.787
5 4 396.971
3 4 478.1
0 3 551.345
0 0 676.651
0 0 651.435
4 0 644.044
5 3 637.84
6 4 410.528
5 3 378.479
5 2 376.324
6 0 505.456
6 2 488.991
3 3 532.341
2 4 435.865
2 1 401.006
4 2 464.013
4 4 463.282
3 4 486.504
1 3 330.39
1 1 334.984
3 0 391.029
4 0 309.588
1 1 531.062
1 1 528.875
3 0 425.204
3 0 370.54
4 0 405.692
2 1 279.913
2 2 373.431
3 2 428.35
6 4 347.05
5 4 467.973
3 4 418.412
3 1 552.775
5 0 395.535
3 1 572.787
3 3 458.335
2 2 403.352
2 2 356.793
2 3 402.795
3 3 358.041
3 4 238.252
4 4 320.614
5 4 455.606
5 4 601.579
3 4 537.783
2 4 299.376
3 3 369.497
4 4 343.827
3 4 572.83
4 4 751.366
4 4 344.068
4 4 365.593
3 4 390.874
1 1 428.928
2 2 326.028
3 3 212.745
1 2 324.327
3 1 309.437
3 2 181.829
3 2 217.748
3 3 365.62
3 4 414.621
3 3 324.896
3 1 363.88
3 2 320.809
2 3 307.065
3 1 232.829
3 1 426.32
5 1 500.472
5 3 345.142
4 4 228.921
2 3 194.438
2 2 211.799
2 3 192.72
3 2 239.856
4 2 356.93
3 3 388.566
3 2 361.674
3 1 278.056
4 1 255.244
5 2 267.929
6 1 254.571
6 1 295.571
6 2 288.031
6 4 291.766
3 3 301.846
2 2 208.231
1 1 206.652
1 2 238.341
2 1 291.671
2 0 265.166
2 0 262.26
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