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Kevin Wamae

2017-Oct-14 05:49 UTC

[R] Populate one data frame with values from another dataframe for rows that match

Dear @Rui Barradas, thank you for the solution. It works perfectly.


On 13/10/2017, 23:35, "Rui Barradas" <ruipbarradas at sapo.pt>
wrote:

    Hello,
    
    Try the following.
    
    
    myDF1$studyno <- as.character(myDF1$studyno)
    myDF2$studyno <- as.character(myDF2$studyno)
    i1 <- which(names(myDF1) == "pf_mcl")
    
    merge(myDF1[-i1], myDF2, by = "studyno")
    
    
    Hope this helps,
    
    Rui Barradas
    
    Em 13-10-2017 20:09, Kevin Wamae escreveu:
    > I'm trying to populate the column ?pf_mcl? in myDF1 with values
from myDF2, where rows match based on column "studyno" but the
solutions I have found so far don't seem to be giving me the desired output.
    >
    > Below is a snapshot of the data.frames.
    >
    > myDF1 <- structure(list(studyno = c("J1000/9",
"J1000/9", "J1000/9", "J1000/9",
    > "J1000/9", "J1000/9"), date = structure(c(17123,
17127, 17135,
    > 17144, 17148, 17155), class = "Date"), pf_mcl =
c(NA_integer_,
    > NA_integer_, NA_integer_, NA_integer_, NA_integer_, NA_integer_
    > ), year = c(2016, 2016, 2016, 2016, 2016, 2016)), .Names =
c("studyno",
    > "date", "pf_mcl", "year"), row.names =
c(NA, 6L), class = "data.frame")
    >
    > myDF2 <- structure(list(studyno = c("J740/4",
"J1000/9", "J895/7", "J931/6",
    > "J609/1", "J941/3"), pf_mcl = c(0L, 0L, 0L, 0L, 0L,
0L)), .Names = c("studyno",
    > "pf_mcl"), row.names = c(NA, 6L), class =
"data.frame")
    >
    > myDF2 is a well curated subset of myDF1. Some rows in the two datasets
match based on "studyno", one may find that values are missing in
myDF1$pf_mcl or the values are wrong.
    >
    > All I want to do is identify a matching row in myDF2 and populate
myDF1$pf_mcl with the value in myDF2$pf_mcl. If a row does not match based on
?studyno?, the value should remain the same.
    >
    > It's probably worth mentioning, the two data frames have other
columns...I have selected a few for example purposes.
    >
    >
    >
    > ______________________________________________________________________
    >
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    >
    


______________________________________________________________________

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______________________________________________________________________

Eric Berger

2017-Oct-14 09:42 UTC

head link

[R] Populate one data frame with values from another dataframe for rows that match

Hi Kevin,
I think there are issues with Rui's proposed solution. For example, if
there are rows in myDF1 which have a studyno
which does not match any row in myDF2, then you will lose those rows. In
your original request you said that you wanted to keep those rows.

To demonstrate my point I need to modify your sample data. Specifically, I
changed some studyno settings in myDF1, and also the entries of pf_mcl in
myDF1.

myDF1 <- structure(list(studyno = c("J1000/8", "J1000/9",
"J1000/9",
"J1000/9",
"J1000/5", "J1000/6"), date = structure(c(17123, 17127,
17135,
17144, 17148, 17155), class = "Date"), pf_mcl = c(1:6
), year = c(2016, 2016, 2016, 2016, 2016, 2016)), .Names =
c("studyno",
"date", "pf_mcl", "year"), row.names = c(NA, 6L),
class = "data.frame")

myDF2 <- structure(list(studyno = c("J740/4", "J1000/9",
"J895/7", "J931/6",
"J609/1", "J941/3"), pf_mcl = c(0L, 0L, 0L, 0L, 0L, 0L)),
.Names c("studyno",
"pf_mcl"), row.names = c(NA, 6L), class = "data.frame")

#Rui's proposal gives the following result
# studyno       date year pf_mcl
# 1 J1000/9 2016-11-22 2016      0
# 2 J1000/9 2016-11-30 2016      0
# 3 J1000/9 2016-12-09 2016      0

My proposal

library(dplyr)

myDF1$studyno <- as.character(myDF1$studyno)
myDF2$studyno <- as.character(myDF2$studyno)
myDF3 <- merge(myDF1, myDF2, by="studyno", all.x=TRUE ) %>%
                dplyr::mutate( pf_mcl = ifelse( is.na(pf_mcl.y), pf_mcl.x,
pf_mcl.y ) ) %>%
                dplyr::select( studyno, date, pf_mcl )

# The results of this approach
#  studyno       date pf_mcl
# 1 J1000/5 2016-12-13      5
# 2 J1000/6 2016-12-20      6
# 3 J1000/8 2016-11-18      1
# 4 J1000/9 2016-11-22      0
# 5 J1000/9 2016-11-30      0
# 6 J1000/9 2016-12-09      0

Comparing the two results you see that no rows have been dropped in my
approach.

HTH,

Eric





On Sat, Oct 14, 2017 at 8:49 AM, Kevin Wamae <KWamae at
kemri-wellcome.org>
wrote:
> Dear @Rui Barradas, thank you for the solution. It works perfectly.
>
>
> On 13/10/2017, 23:35, "Rui Barradas" <ruipbarradas at
sapo.pt> wrote:
>
>     Hello,
>
>     Try the following.
>
>
>     myDF1$studyno <- as.character(myDF1$studyno)
>     myDF2$studyno <- as.character(myDF2$studyno)
>     i1 <- which(names(myDF1) == "pf_mcl")
>
>     merge(myDF1[-i1], myDF2, by = "studyno")
>
>
>     Hope this helps,
>
>     Rui Barradas
>
>     Em 13-10-2017 20:09, Kevin Wamae escreveu:
>     > I'm trying to populate the column ?pf_mcl? in myDF1 with
values from
> myDF2, where rows match based on column "studyno" but the
solutions I have
> found so far don't seem to be giving me the desired output.
>     >
>     > Below is a snapshot of the data.frames.
>     >
>     > myDF1 <- structure(list(studyno = c("J1000/9",
"J1000/9", "J1000/9",
> "J1000/9",
>     > "J1000/9", "J1000/9"), date =
structure(c(17123, 17127, 17135,
>     > 17144, 17148, 17155), class = "Date"), pf_mcl =
c(NA_integer_,
>     > NA_integer_, NA_integer_, NA_integer_, NA_integer_, NA_integer_
>     > ), year = c(2016, 2016, 2016, 2016, 2016, 2016)), .Names >
c("studyno",
>     > "date", "pf_mcl", "year"), row.names
= c(NA, 6L), class > "data.frame")
>     >
>     > myDF2 <- structure(list(studyno = c("J740/4",
"J1000/9", "J895/7",
> "J931/6",
>     > "J609/1", "J941/3"), pf_mcl = c(0L, 0L, 0L,
0L, 0L, 0L)), .Names > c("studyno",
>     > "pf_mcl"), row.names = c(NA, 6L), class =
"data.frame")
>     >
>     > myDF2 is a well curated subset of myDF1. Some rows in the two
> datasets match based on "studyno", one may find that values are
missing in
> myDF1$pf_mcl or the values are wrong.
>     >
>     > All I want to do is identify a matching row in myDF2 and populate
> myDF1$pf_mcl with the value in myDF2$pf_mcl. If a row does not match based
> on ?studyno?, the value should remain the same.
>     >
>     > It's probably worth mentioning, the two data frames have other
> columns...I have selected a few for example purposes.
>     >
>     >
>     >
>     > ____________________________________________________________
> __________
>     >
>     > This e-mail contains information which is confidential. It is
> intended only for the use of the named recipient. If you have received this
> e-mail in error, please let us know by replying to the sender, and
> immediately delete it from your system.  Please note, that in these
> circumstances, the use, disclosure, distribution or copying of this
> information is strictly prohibited. KEMRI-Wellcome Trust Programme cannot
> accept any responsibility for the  accuracy or completeness of this message
> as it has been transmitted over a public network. Although the Programme
> has taken reasonable precautions to ensure no viruses are present in
> emails, it cannot accept responsibility for any loss or damage arising from
> the use of the email or attachments. Any views expressed in this message
> are those of the individual sender, except where the sender specifically
> states them to be the views of KEMRI-Wellcome Trust Programme.
>     > ____________________________________________________________
> __________
>     >
>     >   [[alternative HTML version deleted]]
>     >
>     > ______________________________________________
>     > 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.
>     >
>
>
>
> ______________________________________________________________________
>
> This e-mail contains information which is confidential. It is intended
> only for the use of the named recipient. If you have received this e-mail
> in error, please let us know by replying to the sender, and immediately
> delete it from your system.  Please note, that in these circumstances, the
> use, disclosure, distribution or copying of this information is strictly
> prohibited. KEMRI-Wellcome Trust Programme cannot accept any responsibility
> for the  accuracy or completeness of this message as it has been
> transmitted over a public network. Although the Programme has taken
> reasonable precautions to ensure no viruses are present in emails, it
> cannot accept responsibility for any loss or damage arising from the use of
> the email or attachments. Any views expressed in this message are those of
> the individual sender, except where the sender specifically states them to
> be the views of KEMRI-Wellcome Trust Programme.
> ______________________________________________________________________
> ______________________________________________
> 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.
>
	[[alternative HTML version deleted]]

Kevin Wamae

2017-Oct-14 10:26 UTC

head link

[R] Populate one data frame with values from another dataframe for rows that match

Dear @Eric<mailto:ericjberger at gmail.com>, thank you so very much for
noticing that. When I tested @Rui<mailto:ruipbarradas at sapo.pt>?s
solution, it was on a smaller dataset that had purely matching rows. I had
considered including non-matching rows to evaluate what the alternative would
be.

Also, I hadn?t even tested it on the larger dataset. I have now and noticed that
it went further to omit rows that did not match, just like you said.

Your proposed solution works well.

Much appreciated?I?ll get in touch in case I encounter any problems

From: Eric Berger <ericjberger at gmail.com>
Date: Saturday, 14 October 2017 at 12:43
To: Kevin Wamae <KWamae at kemri-wellcome.org>
Cc: Rui Barradas <ruipbarradas at sapo.pt>, "r-help at
r-project.org" <r-help at r-project.org>
Subject: Re: [R] Populate one data frame with values from another dataframe for
rows that match

Hi Kevin,
I think there are issues with Rui's proposed solution. For example, if there
are rows in myDF1 which have a studyno
which does not match any row in myDF2, then you will lose those rows. In your
original request you said that you wanted to keep those rows.

To demonstrate my point I need to modify your sample data. Specifically, I
changed some studyno settings in myDF1, and also the entries of pf_mcl in myDF1.

myDF1 <- structure(list(studyno = c("J1000/8", "J1000/9",
"J1000/9", "J1000/9",
"J1000/5", "J1000/6"), date = structure(c(17123, 17127,
17135,
17144, 17148, 17155), class = "Date"), pf_mcl = c(1:6
), year = c(2016, 2016, 2016, 2016, 2016, 2016)), .Names =
c("studyno",
"date", "pf_mcl", "year"), row.names = c(NA, 6L),
class = "data.frame")

myDF2 <- structure(list(studyno = c("J740/4", "J1000/9",
"J895/7", "J931/6",
"J609/1", "J941/3"), pf_mcl = c(0L, 0L, 0L, 0L, 0L, 0L)),
.Names = c("studyno",
"pf_mcl"), row.names = c(NA, 6L), class = "data.frame")

#Rui's proposal gives the following result
# studyno       date year pf_mcl
# 1 J1000/9 2016-11-22 2016      0
# 2 J1000/9 2016-11-30 2016      0
# 3 J1000/9 2016-12-09 2016      0

My proposal

library(dplyr)

myDF1$studyno <- as.character(myDF1$studyno)
myDF2$studyno <- as.character(myDF2$studyno)
myDF3 <- merge(myDF1, myDF2, by="studyno", all.x=TRUE ) %>%
                dplyr::mutate( pf_mcl = ifelse(
is.na<http://is.na>(pf_mcl.y), pf_mcl.x, pf_mcl.y ) ) %>%
                dplyr::select( studyno, date, pf_mcl )

# The results of this approach
#  studyno       date pf_mcl
# 1 J1000/5 2016-12-13      5
# 2 J1000/6 2016-12-20      6
# 3 J1000/8 2016-11-18      1
# 4 J1000/9 2016-11-22      0
# 5 J1000/9 2016-11-30      0
# 6 J1000/9 2016-12-09      0

Comparing the two results you see that no rows have been dropped in my approach.

HTH,

Eric

On Sat, Oct 14, 2017 at 8:49 AM, Kevin Wamae <KWamae at
kemri-wellcome.org<mailto:KWamae at kemri-wellcome.org>> wrote:
Dear @Rui Barradas, thank you for the solution. It works perfectly.

On 13/10/2017, 23:35, "Rui Barradas" <ruipbarradas at
sapo.pt<mailto:ruipbarradas at sapo.pt>> wrote:

    Hello,

    Try the following.

    myDF1$studyno <- as.character(myDF1$studyno)
    myDF2$studyno <- as.character(myDF2$studyno)
    i1 <- which(names(myDF1) == "pf_mcl")

    merge(myDF1[-i1], myDF2, by = "studyno")

    Hope this helps,

    Rui Barradas

    Em 13-10-2017 20:09, Kevin Wamae escreveu:
    > I'm trying to populate the column ?pf_mcl? in myDF1 with values
from myDF2, where rows match based on column "studyno" but the
solutions I have found so far don't seem to be giving me the desired output.
    >
    > Below is a snapshot of the data.frames.
    >
    > myDF1 <- structure(list(studyno = c("J1000/9",
"J1000/9", "J1000/9", "J1000/9",
    > "J1000/9", "J1000/9"), date = structure(c(17123,
17127, 17135,
    > 17144, 17148, 17155), class = "Date"), pf_mcl =
c(NA_integer_,
    > NA_integer_, NA_integer_, NA_integer_, NA_integer_, NA_integer_
    > ), year = c(2016, 2016, 2016, 2016, 2016, 2016)), .Names =
c("studyno",
    > "date", "pf_mcl", "year"), row.names =
c(NA, 6L), class = "data.frame")
    >
    > myDF2 <- structure(list(studyno = c("J740/4",
"J1000/9", "J895/7", "J931/6",
    > "J609/1", "J941/3"), pf_mcl = c(0L, 0L, 0L, 0L, 0L,
0L)), .Names = c("studyno",
    > "pf_mcl"), row.names = c(NA, 6L), class =
"data.frame")
    >
    > myDF2 is a well curated subset of myDF1. Some rows in the two datasets
match based on "studyno", one may find that values are missing in
myDF1$pf_mcl or the values are wrong.
    >
    > All I want to do is identify a matching row in myDF2 and populate
myDF1$pf_mcl with the value in myDF2$pf_mcl. If a row does not match based on
?studyno?, the value should remain the same.
    >
    > It's probably worth mentioning, the two data frames have other
columns...I have selected a few for example purposes.
    >
    >
    >
    > ______________________________________________________________________
    >
    > This e-mail contains information which is confidential. It is intended
only for the use of the named recipient. If you have received this e-mail in
error, please let us know by replying to the sender, and immediately delete it
from your system.  Please note, that in these circumstances, the use,
disclosure, distribution or copying of this information is strictly prohibited.
KEMRI-Wellcome Trust Programme cannot accept any responsibility for the 
accuracy or completeness of this message as it has been transmitted over a
public network. Although the Programme has taken reasonable precautions to
ensure no viruses are present in emails, it cannot accept responsibility for any
loss or damage arising from the use of the email or attachments. Any views
expressed in this message are those of the individual sender, except where the
sender specifically states them to be the views of KEMRI-Wellcome Trust
Programme.
    > ______________________________________________________________________
    >
    >   [[alternative HTML version deleted]]
    >
    > ______________________________________________
    > R-help at r-project.org<mailto: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.
    >

______________________________________________________________________

This e-mail contains information which is confidential. It is intended only for
the use of the named recipient. If you have received this e-mail in error,
please let us know by replying to the sender, and immediately delete it from
your system.  Please note, that in these circumstances, the use, disclosure,
distribution or copying of this information is strictly prohibited.
KEMRI-Wellcome Trust Programme cannot accept any responsibility for the 
accuracy or completeness of this message as it has been transmitted over a
public network. Although the Programme has taken reasonable precautions to
ensure no viruses are present in emails, it cannot accept responsibility for any
loss or damage arising from the use of the email or attachments. Any views
expressed in this message are those of the individual sender, except where the
sender specifically states them to be the views of KEMRI-Wellcome Trust
Programme.
______________________________________________________________________
______________________________________________
R-help at r-project.org<mailto: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.

______________________________________________________________________

This e-mail contains information which is confidential. It is intended only for
the use of the named recipient. If you have received this e-mail in error,
please let us know by replying to the sender, and immediately delete it from
your system.  Please note, that in these circumstances, the use, disclosure,
distribution or copying of this information is strictly prohibited.
KEMRI-Wellcome Trust Programme cannot accept any responsibility for the 
accuracy or completeness of this message as it has been transmitted over a
public network. Although the Programme has taken reasonable precautions to
ensure no viruses are present in emails, it cannot accept responsibility for any
loss or damage arising from the use of the email or attachments. Any views
expressed in this message are those of the individual sender, except where the
sender specifically states them to be the views of KEMRI-Wellcome Trust
Programme.
______________________________________________________________________

	[[alternative HTML version deleted]]

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