Hi,
You could try this:
#In one of the list element
SampleSummary$ConcLow
# Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
# 0.4200 0.6100 0.7300 0.7373 0.8150 1.6600 1
#additional entry for NA. You may need to check the data and remove the
missing value. Here, I removed that entry.
library(stringr)
res<-data.frame(lapply(SampleSummary,function(x)
{x1<-x[names(x)!="NA's"];Nch1<-max(nchar(names(x1)));x2<-str_pad(names(x1),Nch1,side="right",pad="
");paste(x2,x1,sep=":") }),stringsAsFactors=FALSE)
res1<-as.table(as.matrix(res))
dimnames(res1)[[1]]<-rep("",nrow(res1))
str(res1)
# 'table' chr [1:6, 1:17] "Min. :1995-10-10" "1st Qu.:1996-06-16" ...
# - attr(*, "dimnames")=List of 2
# ..$ : chr [1:6] "" "" "" "" ...
# ..$ : chr [1:17] "Date" "ConcLow" "ConcHigh" "Uncen" ...
str(summarySample)
# 'table' chr [1:6, 1:17] "Min. :2002-05-23 " "1st Qu.:2002-09-02 " ...
# - attr(*, "dimnames")=List of 2
# ..$ : chr [1:6] "" "" "" "" ...
# ..$ : chr [1:17] " Date" " ConcLow" " ConcHigh" " Uncen" ...
summarySample[,1:3]
# Date ConcLow ConcHigh
# "Min. :2002-05-23 " "Min. :0.5800 " "Min. :0.5800 "
# "1st Qu.:2002-09-02 " "1st Qu.:0.7525 " "1st Qu.:0.7525 "
# "Median :2003-01-07 " "Median :0.7800 " "Median :0.7800 "
# "Mean :2003-01-16 " "Mean :0.8100 " "Mean :0.8100 "
# "3rd Qu.:2003-05-29 " "3rd Qu.:0.9025 " "3rd Qu.:0.9025 "
# "Max. :2003-09-04 " "Max. :1.0900 " "Max. :1.0900 "
res1[,1:3]
# Date ConcLow ConcHigh
# "Min. :1995-10-10" "Min. :0.42" "Min. :0.27"
# "1st Qu.:1996-06-16" "1st Qu.:0.61" "1st Qu.:0.605"
# "Median :1996-12-10" "Median :0.73" "Median :0.7275"
# "Mean :1998-01-08" "Mean :0.7373" "Mean :0.7322"
# "3rd Qu.:1998-03-12" "3rd Qu.:0.815" "3rd Qu.:0.8125"
# "Max. :2003-09-04" "Max. :1.66" "Max. :1.66"
#There is some space on the right for each column of summarySample. Not sure
if you wanted that in res1.
A.K.
Hi, I have a R object called Sample which I am obtaining the summary
table for through 2 methods: summarySample <- summary(Sample) &
SampleSummary <- lapply(Sample, summary). I would like to transform
the results of lapply(Sample, summary) into the same format as
summary(Sample). I have included dput for both summary results. After I
obtain the summary results I am exporting the table to a .csv and I
would like both .csv files to be similarly formatted; however, I am not
able to do that now. I have searched online for assistance, but I have
not been successful yet.
Thank you.
Irucka Embry
summarySample
dput(summarySample)
structure(c("Min. :2002-05-23 ", "1st Qu.:2002-09-02 ", "Median :2003-01-07
",
"Mean :2003-01-16 ", "3rd Qu.:2003-05-29 ", "Max. :2003-09-04 ",
"Min. :0.5800 ", "1st Qu.:0.7525 ", "Median :0.7800 ", "Mean :0.8100 ",
"3rd Qu.:0.9025 ", "Max. :1.0900 ", "Min. :0.5800 ", "1st Qu.:0.7525 ",
"Median :0.7800 ", "Mean :0.8100 ", "3rd Qu.:0.9025 ", "Max. :1.0900 ",
"Min. :1 ", "1st Qu.:1 ", "Median :1 ", "Mean :1 ", "3rd Qu.:1 ",
"Max. :1 ", "Min. :0.5800 ", "1st Qu.:0.7525 ", "Median :0.7800 ",
"Mean :0.8100 ", "3rd Qu.:0.9025 ", "Max. :1.0900 ", "Min. :55659 ",
"1st Qu.:55762 ", "Median :55888 ", "Mean :55898 ", "3rd Qu.:56031 ",
"Max. :56128 ", "Min. : 2 ", "1st Qu.: 5 ", "Median : 7 ",
"Mean : 7 ", "3rd Qu.: 9 ", "Max. :12 ", "Min. : 35.0 ",
"1st Qu.:142.5 ", "Median :201.5 ", "Mean :199.3 ", "3rd Qu.:247.2 ",
"Max. :345.0 ", "Min. :2002 ", "1st Qu.:2003 ", "Median :2003 ",
"Mean :2003 ", "3rd Qu.:2003 ", "Max. :2004 ", "Min. :1829 ",
"1st Qu.:1833 ", "Median :1837 ", "Mean :1837 ", "3rd Qu.:1841 ",
"Max. :1845 ", "Min. :-0.9670 ", "1st Qu.:-0.8075 ", "Median :-0.2531
",
"Mean :-0.1224 ", "3rd Qu.: 0.5788 ", "Max. : 0.9906 ",
"Min. :-0.9917 ", "1st Qu.:-0.7986 ", "Median :-0.5209 ",
"Mean :-0.3123 ", "3rd Qu.: 0.1663 ", "Max. : 0.9327 ",
"Min. :0.1189 ", "1st Qu.:0.5154 ", "Median :1.3734 ", "Mean :1.6672 ",
"3rd Qu.:2.6618 ", "Max. :5.7483 ", "Min. :-2.12921 ",
"1st Qu.:-0.71031 ", "Median : 0.30516 ", "Mean : 0.02173 ",
"3rd Qu.: 0.97834 ", "Max. : 1.74891 ", "Min. :-0.4057 ",
"1st Qu.:-0.2986 ", "Median :-0.2131 ", "Mean :-0.2022 ",
"3rd Qu.:-0.1459 ", "Max. : 0.0798 ", "Min. :0.02030 ",
"1st Qu.:0.03857 ", "Median :0.06197 ", "Mean :0.06628 ",
"3rd Qu.:0.08225 ", "Max. :0.17336 ", "Min. :0.6766 ",
"1st Qu.:0.7432 ", "Median :0.8117 ", "Mean :0.8259 ", "3rd Qu.:0.8646 ",
"Max. :1.0838 "), .Dim = c(6L, 17L), .Dimnames = list(c("",
"", "", "", "", ""), c(" Date", " ConcLow", " ConcHigh",
" Uncen", " ConcAve", " Julian", " Month", " Day",
" DecYear", " MonthSeq", " SinDY", " CosDY", " Q",
" LogQ", " yHat", " SE", " ConcHat")), class = "table")
SampleSummary
dput(SampleSummary)
structure(list(Date = structure(c(9413, 9663, 9840, 10234.0652174,
10297.75, 12299), .Names = c("Min.", "1st Qu.", "Median", "Mean",
"3rd Qu.", "Max."), class = c("summaryDefault", "table", "Date"
)), ConcLow = structure(c(0.42, 0.61, 0.73, 0.7373, 0.815, 1.66,
1), .Names = c("Min.", "1st Qu.", "Median", "Mean", "3rd Qu.",
"Max.", "NA's"), class = c("summaryDefault", "table")), ConcHigh =
structure(c(0.27,
0.605, 0.7275, 0.7322, 0.8125, 1.66), .Names = c("Min.", "1st Qu.",
"Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), Uncen = structure(c(0, 1, 1, 0.9891, 1, 1), .Names = c("Min.",
"1st Qu.", "Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), ConcAve = structure(c(0.135, 0.605, 0.7275, 0.7307,
0.8125, 1.66), .Names = c("Min.", "1st Qu.", "Median", "Mean",
"3rd Qu.", "Max."), class = c("summaryDefault", "table")), Julian =
structure(c(53240,
53490, 53670, 54060, 54130, 56130), .Names = c("Min.", "1st Qu.",
"Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), Month = structure(c(1, 3.75, 6, 6.315, 9, 12), .Names = c("Min.",
"1st Qu.", "Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), Day = structure(c(6, 89.5, 173.5, 175, 249.5, 356), .Names =
c("Min.",
"1st Qu.", "Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), DecYear = structure(c(1996, 1996, 1997, 1998, 1998,
2004), .Names = c("Min.", "1st Qu.", "Median", "Mean", "3rd Qu.",
"Max."), class = c("summaryDefault", "table")), MonthSeq = structure(c(1750,
1758, 1764, 1777, 1779, 1845), .Names = c("Min.", "1st Qu.",
"Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), SinDY = structure(c(-0.9999, -0.7539, 0.1113, 0.02759,
0.6849, 1), .Names = c("Min.", "1st Qu.", "Median", "Mean", "3rd Qu.",
"Max."), class = c("summaryDefault", "table")), CosDY = structure(c(-1,
-0.7595, -0.1707, -0.08807, 0.5758, 0.9955), .Names = c("Min.",
"1st Qu.", "Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), Q = structure(c(0.1189, 0.7646, 1.529, 2.951, 2.895,
24.41), .Names = c("Min.", "1st Qu.", "Median", "Mean", "3rd Qu.",
"Max."), class = c("summaryDefault", "table")), LogQ = structure(c(-2.129,
-0.2685, 0.4245, 0.492, 1.063, 3.195), .Names = c("Min.", "1st Qu.",
"Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), yHat = structure(c(-0.5147, -0.4256, -0.3506, -0.3377,
-0.2826, 0.1143), .Names = c("Min.", "1st Qu.", "Median", "Mean",
"3rd Qu.", "Max."), class = c("summaryDefault", "table")), SE =
structure(c(0.1045,
0.1934, 0.2169, 0.2214, 0.2622, 0.3152), .Names = c("Min.", "1st Qu.",
"Median", "Mean", "3rd Qu.", "Max."), class = c("summaryDefault",
"table")), ConcHat = structure(c(0.601, 0.6781, 0.7206, 0.736,
0.7777, 1.127), .Names = c("Min.", "1st Qu.", "Median", "Mean",
"3rd Qu.", "Max."), class = c("summaryDefault", "table"))), .Names = c("Date",
"ConcLow", "ConcHigh", "Uncen", "ConcAve", "Julian", "Month",
"Day", "DecYear", "MonthSeq", "SinDY", "CosDY", "Q", "LogQ",
"yHat", "SE", "ConcHat"))
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