Re: [R] [OT] (slightly) - OpenOffice Calc and text files
How about emacs? albyn On Wed, Oct 13, 2010 at 01:13:03PM -0400, Schwab,Wilhelm K wrote: Hello all, . Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill __ R-help@r-project.org mailing list 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. -- Albyn Jones Reed College jo...@reed.edu __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
On Wed, Oct 13, 2010 at 10:13 AM, Schwab,Wilhelm K bsch...@anest.ufl.edu wrote: Hello all, I had a very strange looking problem that turned out to be due to unexpected (by me at least) format changes to one of my data files. We have a small lab study in which each run is represented by a row in a tab-delimited file; each row identifies a repetition of the experiment and associates it with some subjective measurements and times from our notes that get used to index another file with lots of automatically collected data. In short, nothing shocking. In a moment of weakness, I opened the file using (I think it's version 3.2) of OpenOffice Calc to edit something that I had mangled when I first entered it, saved it (apparently the mistake), and reran my analysis code. The results were goofy, and the problem was in my code that runs before R ever sees the data. That code was confused by things that I would like to ensure don't happen again, and I suspect that some of you might have thoughts on it. The problems specifically: (1) OO seems to be a little stingy about producing tab-delimited text; there is stuff online about using the csv and editing the filter and folks (presumably like us) saying that it deserves to be a separate option. (2) Dates that I had formatted as got chopped to YY (did we not learn anything last time?g) and times that I had formatted in 24 hours ended up AM/PM. Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. No idea about Calc, I use it regularly but only to view files (and that mostly csv, not tab-delinited). The most primitive solution is to use a plain text editor such as vi that will save everything as it loaded it except for what you change. The second most primitive idea (or maybe not so primitive after all) is to read the table into R and manually fix it there such as table$column[row] = ABCD (this is my favorite way of changing things :)). The third most primitive idea which I have actually never used but which may be viable is to load it into R and use the fix() function that pulls up a rather primitive but functional data editor. Peter __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
On Oct 13, 2010, at 12:13 PM, Schwab,Wilhelm K wrote: Hello all, I had a very strange looking problem that turned out to be due to unexpected (by me at least) format changes to one of my data files. We have a small lab study in which each run is represented by a row in a tab-delimited file; each row identifies a repetition of the experiment and associates it with some subjective measurements and times from our notes that get used to index another file with lots of automatically collected data. In short, nothing shocking. In a moment of weakness, I opened the file using (I think it's version 3.2) of OpenOffice Calc to edit something that I had mangled when I first entered it, saved it (apparently the mistake), and reran my analysis code. The results were goofy, and the problem was in my code that runs before R ever sees the data. That code was confused by things that I would like to ensure don't happen again, and I suspect that some of you might have thoughts on it. The problems specifically: (1) OO seems to be a little stingy about producing tab-delimited text; there is stuff online about using the csv and editing the filter and folks (presumably like us) saying that it deserves to be a separate option. (2) Dates that I had formatted as got chopped to YY (did we not learn anything last time?g) and times that I had formatted in 24 hours ended up AM/PM. Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill I don't use OpenOffice (soon to be LibreOffice) much these days, but one of the things that you can try, is when you go to save the file as a CSV and edit the filter, there is an option there Save cell content as shown. If that is checked, then any cell formatting that has been applied, either by default or by your actions, will be retained in the exported data. If that is unchecked, then the 'raw' data is exported to the file. I just tried it here (on OSX) and with the option checked, the years were exported with the default two digits. The years were exported with four digits with the box unchecked. Unfortunately, I had no joy with a time field. The AM/PM formatting was retained with the box checked or unchecked. From what I can tell from a quick search, these default formats are determined by the language/locale settings. On Linux, a spreadsheet based alternative would be Gnumeric (http://projects.gnome.org/gnumeric/) and of course, there is always Emacs, which I have now used on Windows, Linux and OSX. HTH, Marc Schwartz __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
On Wed, Oct 13, 2010 at 10:13 AM, Schwab,Wilhelm K bsch...@anest.ufl.edu wrote: Hello all, I had a very strange looking problem that turned out to be due to unexpected (by me at least) format changes to one of my data files. We have a small lab study in which each run is represented by a row in a tab-delimited file; each row identifies a repetition of the experiment and associates it with some subjective measurements and times from our notes that get used to index another file with lots of automatically collected data. In short, nothing shocking. In a moment of weakness, I opened the file using (I think it's version 3.2) of OpenOffice Calc to edit something that I had mangled when I first entered it, saved it (apparently the mistake), and reran my analysis code. The results were goofy, and the problem was in my code that runs before R ever sees the data. That code was confused by things that I would like to ensure don't happen again, and I suspect that some of you might have thoughts on it. The problems specifically: (1) OO seems to be a little stingy about producing tab-delimited text; there is stuff online about using the csv and editing the filter and folks (presumably like us) saying that it deserves to be a separate option. It is, but it is doable (you can manually edit the extension to .txt and edit the field and then choose tab or a _few_ other options that your heart desires. Importing should be similar. (2) Dates that I had formatted as got chopped to YY (did we not learn anything last time?g) and times that I had formatted in 24 hours ended up AM/PM. The general cell format can be quite convenient, but usually seems one of the most awful creations in both Excel and Calc. Rants aside, try forcing the cell format (I like text because it generally just treats it asis then). Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill __ R-help@r-project.org mailing list 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. -- Joshua Wiley Ph.D. Student, Health Psychology University of California, Los Angeles http://www.joshuawiley.com/ __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
Albyn, I'll look into it. In fact, I have a small book on it that I bought in my very early days of using Linux. I quickly found TeX Maker (for the obvious), Code::Blocks for C/C++ and I would not have started the move without a working Smalltalk (http://pharo-project.org/home). For editing data files, I really just want something that shows data in an understandable grid and does not do weird stuff thinking it's being helpful. Bill From: Albyn Jones [jo...@reed.edu] Sent: Wednesday, October 13, 2010 1:39 PM To: Schwab,Wilhelm K Cc: r-help@r-project.org Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files How about emacs? albyn On Wed, Oct 13, 2010 at 01:13:03PM -0400, Schwab,Wilhelm K wrote: Hello all, . Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill __ R-help@r-project.org mailing list 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. -- Albyn Jones Reed College jo...@reed.edu __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
Peter, vi is *really* primitive =:0 R is a little late because I tend to do shape changes prior to invoking R. However, I could load tweak and re-save and then bring R back into it later. I never would have thought of it. Thanks! Bill From: Peter Langfelder [peter.langfel...@gmail.com] Sent: Wednesday, October 13, 2010 1:41 PM To: Schwab,Wilhelm K Cc: r-help@r-project.org Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files On Wed, Oct 13, 2010 at 10:13 AM, Schwab,Wilhelm K bsch...@anest.ufl.edu wrote: Hello all, I had a very strange looking problem that turned out to be due to unexpected (by me at least) format changes to one of my data files. We have a small lab study in which each run is represented by a row in a tab-delimited file; each row identifies a repetition of the experiment and associates it with some subjective measurements and times from our notes that get used to index another file with lots of automatically collected data. In short, nothing shocking. In a moment of weakness, I opened the file using (I think it's version 3.2) of OpenOffice Calc to edit something that I had mangled when I first entered it, saved it (apparently the mistake), and reran my analysis code. The results were goofy, and the problem was in my code that runs before R ever sees the data. That code was confused by things that I would like to ensure don't happen again, and I suspect that some of you might have thoughts on it. The problems specifically: (1) OO seems to be a little stingy about producing tab-delimited text; there is stuff online about using the csv and editing the filter and folks (presumably like us) saying that it deserves to be a separate option. (2) Dates that I had formatted as got chopped to YY (did we not learn anything last time?g) and times that I had formatted in 24 hours ended up AM/PM. Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. No idea about Calc, I use it regularly but only to view files (and that mostly csv, not tab-delinited). The most primitive solution is to use a plain text editor such as vi that will save everything as it loaded it except for what you change. The second most primitive idea (or maybe not so primitive after all) is to read the table into R and manually fix it there such as table$column[row] = ABCD (this is my favorite way of changing things :)). The third most primitive idea which I have actually never used but which may be viable is to load it into R and use the fix() function that pulls up a rather primitive but functional data editor. Peter __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
It will get a good look, as will gnumeric - thanks to all! Bill From: Albyn Jones [jo...@reed.edu] Sent: Wednesday, October 13, 2010 2:14 PM To: Schwab,Wilhelm K Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files emacs shows you exactly what is there, nothing more nor less. it isn't a spreadsheet, but tabs will align columns. albyn On Wed, Oct 13, 2010 at 01:53:46PM -0400, Schwab,Wilhelm K wrote: Albyn, I'll look into it. In fact, I have a small book on it that I bought in my very early days of using Linux. I quickly found TeX Maker (for the obvious), Code::Blocks for C/C++ and I would not have started the move without a working Smalltalk (http://pharo-project.org/home). For editing data files, I really just want something that shows data in an understandable grid and does not do weird stuff thinking it's being helpful. Bill From: Albyn Jones [jo...@reed.edu] Sent: Wednesday, October 13, 2010 1:39 PM To: Schwab,Wilhelm K Cc: r-help@r-project.org Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files How about emacs? albyn On Wed, Oct 13, 2010 at 01:13:03PM -0400, Schwab,Wilhelm K wrote: Hello all, . Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill __ R-help@r-project.org mailing list 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. -- Albyn Jones Reed College jo...@reed.edu -- Albyn Jones Reed College jo...@reed.edu __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
On Oct 13, 2010, at 1:13 PM, Schwab,Wilhelm K wrote: Hello all, I had a very strange looking problem that turned out to be due to unexpected (by me at least) format changes to one of my data files. We have a small lab study in which each run is represented by a row in a tab-delimited file; each row identifies a repetition of the experiment and associates it with some subjective measurements and times from our notes that get used to index another file with lots of automatically collected data. In short, nothing shocking. In a moment of weakness, I opened the file using (I think it's version 3.2) of OpenOffice Calc to edit something that I had mangled when I first entered it, saved it (apparently the mistake), and reran my analysis code. The results were goofy, and the problem was in my code that runs before R ever sees the data. That code was confused by things that I would like to ensure don't happen again, and I suspect that some of you might have thoughts on it. The problems specifically: (1) OO seems to be a little stingy about producing tab-delimited text; there is stuff online about using the csv and editing the filter and folks (presumably like us) saying that it deserves to be a separate option. You have been little stingy yourself about describing what you did. I see no specifics about the actual data used as input nor the specific operations. I just opened an OO.o Calc workbook and dropped a character vector, 1969-12-31 23:59:50 copied from help(POSIXct) into a2. I then copied it to a3 and formatted it to be in the precanned format, MM/DD/ HH:MM:SS , noticed that it had not been interpreted as a data-time vlaue at all so entered =TODAY()+TIME(13;0;0) in a4 and =TIME(13;0;0) in a5, formated to a user specified custom time format of -MM-DD HH:MM:SS Copied a5 to c1:c5 saved to a text-csv file specifying the field separator as tab and the text-delimiter as '' and got: time 1899-12-30 13:00:00 1969-12-31 23:59:50 1899-12-30 13:00:00 1969-12-31 23:59:50 1899-12-30 13:00:00 2010-10-13 13:00:00 1899-12-30 13:00:00 1899-12-30 13:00:00 1899-12-30 13:00:00 This handling of dates and times does not seem particularly difficult to elicit andseems to represent dates in and times in military time. (2) Dates that I had formatted as got chopped to YY (did we not learn anything last time?g) and times that I had formatted in 24 hours ended up AM/PM. Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? I didn't do anything I thought was out of the ordinary and so cannot reproduce your problem. (This was on a Mac, but OO.o is probably going to behave the same across *NIX cultures.) -- David If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) Is it possible that you have not done enough thinking for _it_? I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill __ R-help@r-project.org mailing list 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. David Winsemius, MD West Hartford, CT __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
On Wed, 13 Oct 2010, Schwab,Wilhelm K wrote: It will get a good look, as will gnumeric - thanks to all! emacs org-mode can convert your tab delimited file to a 'table' that you can edit either using org-mode functions OR as plain text by switching to fundamental mode. In emacs speak, just put the cursor at the top of a buffer holding your file and do M-x replace-string RET TAB RET | RET I think, then move your cursor to a line that has a '|' in it and hit TAB, and you have a neatly formatted table. See, http://orgmode.org/worg/org-tutorials/tables.php for an intro. A big advantage in using an org-mode table is you can place an R source code block further down in the same file, and it can read in the data in the table. Then you can go back to the table to edit, then rerun R, ... I append an example below. There is a load of tutorial info at http://orgmode.org/worg/org-tutorials/index.php HTH, Chuck #+begin_example #+tblname: simpleDF | a | b | c | |---+---+---| | 1 | 2 | 3 | | 5 | 4 | 2 | |---+---+---| #+end_example #+begin_src R :var df=simpleDF :results output :colnames yes summary( df ) #+end_src #+results: :a b c : Min. :1 Min. :2.0 Min. :2.00 : 1st Qu.:2 1st Qu.:2.5 1st Qu.:2.25 : Median :3 Median :3.0 Median :2.50 : Mean :3 Mean :3.0 Mean :2.50 : 3rd Qu.:4 3rd Qu.:3.5 3rd Qu.:2.75 : Max. :5 Max. :4.0 Max. :3.00 Bill From: Albyn Jones [jo...@reed.edu] Sent: Wednesday, October 13, 2010 2:14 PM To: Schwab,Wilhelm K Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files emacs shows you exactly what is there, nothing more nor less. it isn't a spreadsheet, but tabs will align columns. albyn On Wed, Oct 13, 2010 at 01:53:46PM -0400, Schwab,Wilhelm K wrote: Albyn, I'll look into it. In fact, I have a small book on it that I bought in my very early days of using Linux. I quickly found TeX Maker (for the obvious), Code::Blocks for C/C++ and I would not have started the move without a working Smalltalk (http://pharo-project.org/home). For editing data files, I really just want something that shows data in an understandable grid and does not do weird stuff thinking it's being helpful. Bill From: Albyn Jones [jo...@reed.edu] Sent: Wednesday, October 13, 2010 1:39 PM To: Schwab,Wilhelm K Cc: r-help@r-project.org Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files How about emacs? albyn On Wed, Oct 13, 2010 at 01:13:03PM -0400, Schwab,Wilhelm K wrote: Hello all, . Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill __ R-help@r-project.org mailing list 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. -- Albyn Jones Reed College jo...@reed.edu -- Albyn Jones Reed College jo...@reed.edu __ R-help@r-project.org mailing list 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. Charles C. Berry(858) 534-2098 Dept of Family/Preventive Medicine E mailto:cbe...@tajo.ucsd.edu UC San Diego http://famprevmed.ucsd.edu/faculty/cberry/ La Jolla, San Diego 92093-0901 __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
From: dwinsem...@comcast.net To: bsch...@anest.ufl.edu Date: Wed, 13 Oct 2010 14:52:21 -0400 CC: r-help@r-project.org Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files On Oct 13, 2010, at 1:13 PM, Schwab,Wilhelm K wrote: Hello all, I had a very strange looking problem that turned out to be due to unexpected (by me at least) format changes to one of my data files. We have a small lab study in which each run is represented by a row in a tab-delimited file; each row identifies a repetition of the experiment and associates it with some subjective measurements and times from our notes that get used to index another file with lots of automatically collected data. In short, nothing shocking. In a moment of weakness, I opened the file using (I think it's version 3.2) of OpenOffice Calc to edit something that I had mangled when I first entered it, saved it (apparently the mistake), and reran my analysis code. The results were goofy, and the problem was in my code that runs before R ever sees the data. That code was confused by things that I would like to ensure don't happen again, and I suspect that some of you might have thoughts on it. The problems specifically: (1) OO seems to be a little stingy about producing tab-delimited filter and folks (presumably like us) saying that it deserves to be a separate option. You have been little stingy yourself about describing what you did. I see no specifics about the actual data used as input nor the specific operations. I just opened an OO.o Calc workbook and dropped a character vector, 1969-12-31 23:59:50 copied from help(POSIXct) into Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? I didn't do anything I thought was out of the ordinary and so cannot reproduce your problem. (This was on a Mac, but OO.o is probably going to behave the same across *NIX cultures.) -- David If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) Is it possible that you have not done enough thinking for _it_? I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill Probably instead of guessing and seeing how various things react, you could go get a utility like octal dump or open in an editor that has a hex mode and see what happened. This could be anything- crlf convention, someone turned it to unicode, etc. On linux or cygwin I think you have od available. Then of course, if you know what R likes, you can use sed to fix it... __ R-help@r-project.org mailing list 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.
Re: [R] [OT] (slightly) - OpenOffice Calc and text files
I know *what* happened (Calc reformatted the data in ways I did not want or expect). It is not end-of-line conventions; they reformatted the data leaving the structure intact. As to why/how, that could depend on the sequence of operations, so I thought to ask here to see if you had collectively either found something specific to do or to avoid. Gnumeric is now freshly installed and will get some testing; if I don't care for it, I'll look more at emacs. I don't ask much of a spreadsheet (show/edit a grid and maybe hide/show columns for complex data sets), but it would be nice if it did not reformat everything every time I open a file :( So far, gnumeric successfully opened a file; I will be a little less trusting when it comes to saving one. Thanks!! Bill From: Mike Marchywka [marchy...@hotmail.com] Sent: Wednesday, October 13, 2010 3:10 PM To: dwinsem...@comcast.net; Schwab,Wilhelm K Cc: r-help@r-project.org Subject: RE: [R] [OT] (slightly) - OpenOffice Calc and text files From: dwinsem...@comcast.net To: bsch...@anest.ufl.edu Date: Wed, 13 Oct 2010 14:52:21 -0400 CC: r-help@r-project.org Subject: Re: [R] [OT] (slightly) - OpenOffice Calc and text files On Oct 13, 2010, at 1:13 PM, Schwab,Wilhelm K wrote: Hello all, I had a very strange looking problem that turned out to be due to unexpected (by me at least) format changes to one of my data files. We have a small lab study in which each run is represented by a row in a tab-delimited file; each row identifies a repetition of the experiment and associates it with some subjective measurements and times from our notes that get used to index another file with lots of automatically collected data. In short, nothing shocking. In a moment of weakness, I opened the file using (I think it's version 3.2) of OpenOffice Calc to edit something that I had mangled when I first entered it, saved it (apparently the mistake), and reran my analysis code. The results were goofy, and the problem was in my code that runs before R ever sees the data. That code was confused by things that I would like to ensure don't happen again, and I suspect that some of you might have thoughts on it. The problems specifically: (1) OO seems to be a little stingy about producing tab-delimited text; there is stuff online about using the csv and editing the filter and folks (presumably like us) saying that it deserves to be a separate option. You have been little stingy yourself about describing what you did. I see no specifics about the actual data used as input nor the specific operations. I just opened an OO.o Calc workbook and dropped a character vector, 1969-12-31 23:59:50 copied from help(POSIXct) into Have any of you found a nice (or at least predictable) way to use OO Calc to edit files like this? I didn't do anything I thought was out of the ordinary and so cannot reproduce your problem. (This was on a Mac, but OO.o is probably going to behave the same across *NIX cultures.) -- David If it insists on thinking for me, I wish it would think in 24 hour time and 4 digit years :) Is it possible that you have not done enough thinking for _it_? I work on Linux, so Excel is off the table, but another spreadsheet or text editor would be a viable option, as would configuration changes to Calc. Bill Probably instead of guessing and seeing how various things react, you could go get a utility like octal dump or open in an editor that has a hex mode and see what happened. This could be anything- crlf convention, someone turned it to unicode, etc. On linux or cygwin I think you have od available. Then of course, if you know what R likes, you can use sed to fix it... __ R-help@r-project.org mailing list 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.