javad bayat
2022-Aug-25 04:56 UTC
[R] Getting minimum value of a column according a factor column of a dataframe
Dear all,
Many thanks for your suggested methods and codes, but unfortunately they
did not give the desired results.
All the codes you have provided are correct but they did not represent the
whole row which is related to the minimum of "Q".
The code must result in 4 rows, with the minimum value of "Q" and
other
column values, as below:
Code
Y
M
D
Q
N
O
41003
81
1
19
0.16
7.17
2.5
41005
79
8
17
0.21
5.5
7.2
41009
79
2
21
0.218
5.56
4.04
41017 79 10 20 0.24 5.3 7.1
Sincerely
41017 79 10 20 0.24 5.3 7.1
On Wed, Aug 24, 2022 at 9:24 PM Rui Barradas <ruipbarradas at sapo.pt>
wrote:
> Hello,
>
> Here are two options, the 1st outputs a vector, the 2nd a data.frame.
>
>
> x<-'41003 81 1 19 0.16 7.17 2.5
> 41003 77 9 22 0.197 6.8 2.2
> 41003 79 7 28 0.21 4.7 6.2
> 41005 79 8 17 0.21 5.5 7.2
> 41005 80 10 30 0.21 6.84 2.6
> 41005 80 12 20 0.21 6.84 2.4
> 41005 79 6 14 0.217 5.61 3.55
> 41009 79 2 21 0.218 5.56 4.04
> 41009 79 5 27 0.218 6.4 3.12
> 41009 80 11 29 0.22 6.84 2.8
> 41009 78 5 28 0.232 6 3.2
> 41009 81 8 20 0.233 6.39 1.6
> 41009 79 9 30 0.24 5.6 7.5
> 41017 79 10 20 0.24 5.3 7.1
> 41017 80 7 30 0.24 6.73 2.6'
> df1 <- read.table(textConnection(x))
> names(df1) <- scan(what = character(),
> text = 'Code Y M D Q N O')
> df1$Code <- factor(df1$Code)
>
> # 1st option
> with(df1, tapply(Q, Code, min))
> # 41003 41005 41009 41017
> # 0.160 0.210 0.218 0.240
>
> # 2nd option
> aggregate(Q ~ Code, df1, min)
> # Code Q
> # 1 41003 0.160
> # 2 41005 0.210
> # 3 41009 0.218
> # 4 41017 0.240
>
>
> Hope this helps,
>
> Rui Barradas
>
> ?s 08:44 de 24/08/2022, javad bayat escreveu:
> > Dear all;
> > I am trying to get the minimum value of a column based on a factor
column
> > of the same data frame. My data frame is like the below:
> > Code Y M D
> > Q
> > N O
> > 41003 81 1 19 0.16 7.17 2.5
> > 41003 77 9 22 0.197 6.8 2.2
> > 41003 79 7 28 0.21 4.7 6.2
> > 41005 79 8 17 0.21 5.5 7.2
> > 41005 80 10 30 0.21 6.84 2.6
> > 41005 80 12 20 0.21 6.84 2.4
> > 41005 79 6 14 0.217 5.61 3.55
> > 41009 79 2 21 0.218 5.56 4.04
> > 41009 79 5 27 0.218 6.4 3.12
> > 41009 80 11 29 0.22 6.84 2.8
> > 41009 78 5 28 0.232 6 3.2
> > 41009 81 8 20 0.233 6.39 1.6
> > 41009 79 9 30 0.24 5.6 7.5
> > 41017 79 10 20 0.24 5.3 7.1
> > 41017 80 7 30 0.24 6.73 2.6
> >
> > I want to get the minimum value of the "Q" column with the
whole row
> > values, according to the "Code" column which is a factor.
Overall it
> will
> > give me 4 rows, with the value of "Q". Below is a code that
I used but it
> > did not give me what I wanted.
> >
> >> x[which(x$Q == min(x$Q)),]
> >
> > Sincerely
> >
> >
> >
>
--
Best Regards
Javad Bayat
M.Sc. Environment Engineering
Alternative Mail: bayat194 at yahoo.com
[[alternative HTML version deleted]]
Ebert,Timothy Aaron
2022-Aug-25 12:17 UTC
[R] Getting minimum value of a column according a factor column of a dataframe
I missed where you explained how to choose a minimum value if there are several
values within a group that are equal to the minimum value. Here is a dplyr code
that returns eight values because there are ties for minimum values in Q.
library(dplyr)
library(magrittr)
dat2<-read.table(text="Code Y M D Q N O
41003 81 1 19 0.16 7.17 2.5
41003 77 9 22 0.197 6.8 2.2
41003 79 7 28 0.21 4.7 6.2
41005 79 8 17 0.21 5.5 7.2
41005 80 10 30 0.21 6.84 2.6
41005 80 12 20 0.21 6.84 2.4
41005 79 6 14 0.217 5.61 3.55
41009 79 2 21 0.218 5.56 4.04
41009 79 5 27 0.218 6.4 3.12
41009 80 11 29 0.22 6.84 2.8
41009 78 5 28 0.232 6 3.2
41009 81 8 20 0.233 6.39 1.6
41009 79 9 30 0.24 5.6 7.5
41017 79 10 20 0.24 5.3 7.1
41017 80 7 30 0.24 6.73 2.6", header=TRUE)
dat2 <- dat2 %>%
group_by(Code) %>%
mutate(
MinByCodeQ = min(Q, na.rm = T),
) %>%
arrange(Code)
dat2<-filter(dat2,Q==MinByCodeQ)
Tim
-----Original Message-----
From: R-help <r-help-bounces at r-project.org> On Behalf Of javad bayat
Sent: Thursday, August 25, 2022 12:56 AM
To: Rui Barradas <ruipbarradas at sapo.pt>
Cc: R-help at r-project.org
Subject: Re: [R] Getting minimum value of a column according a factor column of
a dataframe
[External Email]
Dear all,
Many thanks for your suggested methods and codes, but unfortunately they did not
give the desired results.
All the codes you have provided are correct but they did not represent the whole
row which is related to the minimum of "Q".
The code must result in 4 rows, with the minimum value of "Q" and
other column values, as below:
Code
Y
M
D
Q
N
O
41003
81
1
19
0.16
7.17
2.5
41005
79
8
17
0.21
5.5
7.2
41009
79
2
21
0.218
5.56
4.04
41017 79 10 20 0.24 5.3 7.1
Sincerely
41017 79 10 20 0.24 5.3 7.1
On Wed, Aug 24, 2022 at 9:24 PM Rui Barradas <ruipbarradas at sapo.pt>
wrote:
> Hello,
>
> Here are two options, the 1st outputs a vector, the 2nd a data.frame.
>
>
> x<-'41003 81 1 19 0.16 7.17 2.5
> 41003 77 9 22 0.197 6.8 2.2
> 41003 79 7 28 0.21 4.7 6.2
> 41005 79 8 17 0.21 5.5 7.2
> 41005 80 10 30 0.21 6.84 2.6
> 41005 80 12 20 0.21 6.84 2.4
> 41005 79 6 14 0.217 5.61 3.55
> 41009 79 2 21 0.218 5.56 4.04
> 41009 79 5 27 0.218 6.4 3.12
> 41009 80 11 29 0.22 6.84 2.8
> 41009 78 5 28 0.232 6 3.2
> 41009 81 8 20 0.233 6.39 1.6
> 41009 79 9 30 0.24 5.6 7.5
> 41017 79 10 20 0.24 5.3 7.1
> 41017 80 7 30 0.24 6.73 2.6'
> df1 <- read.table(textConnection(x))
> names(df1) <- scan(what = character(),
> text = 'Code Y M D Q N O') df1$Code <-
> factor(df1$Code)
>
> # 1st option
> with(df1, tapply(Q, Code, min))
> # 41003 41005 41009 41017
> # 0.160 0.210 0.218 0.240
>
> # 2nd option
> aggregate(Q ~ Code, df1, min)
> # Code Q
> # 1 41003 0.160
> # 2 41005 0.210
> # 3 41009 0.218
> # 4 41017 0.240
>
>
> Hope this helps,
>
> Rui Barradas
>
> ?s 08:44 de 24/08/2022, javad bayat escreveu:
> > Dear all;
> > I am trying to get the minimum value of a column based on a factor
> > column of the same data frame. My data frame is like the below:
> > Code Y M D
> > Q
> > N O
> > 41003 81 1 19 0.16 7.17 2.5
> > 41003 77 9 22 0.197 6.8 2.2
> > 41003 79 7 28 0.21 4.7 6.2
> > 41005 79 8 17 0.21 5.5 7.2
> > 41005 80 10 30 0.21 6.84 2.6
> > 41005 80 12 20 0.21 6.84 2.4
> > 41005 79 6 14 0.217 5.61 3.55
> > 41009 79 2 21 0.218 5.56 4.04
> > 41009 79 5 27 0.218 6.4 3.12
> > 41009 80 11 29 0.22 6.84 2.8
> > 41009 78 5 28 0.232 6 3.2
> > 41009 81 8 20 0.233 6.39 1.6
> > 41009 79 9 30 0.24 5.6 7.5
> > 41017 79 10 20 0.24 5.3 7.1
> > 41017 80 7 30 0.24 6.73 2.6
> >
> > I want to get the minimum value of the "Q" column with the
whole row
> > values, according to the "Code" column which is a factor.
Overall
> > it
> will
> > give me 4 rows, with the value of "Q". Below is a code that
I used
> > but it did not give me what I wanted.
> >
> >> x[which(x$Q == min(x$Q)),]
> >
> > Sincerely
> >
> >
> >
>
--
Best Regards
Javad Bayat
M.Sc. Environment Engineering
Alternative Mail: bayat194 at yahoo.com
[[alternative HTML version deleted]]
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