Dear group, Here is my data frame:
position100415 <- structure(list(DESCRIPTION = structure(1:9, .Label = c(" SUGAR NO.11 Jul/10 ", " SUGAR NO.11 May/10 ", "CORN May/10 ", "COTTON NO.2 Jul/10 ", "CRUDE OIL miNY May/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "SILVER May/10 ", "SOYBEANS Jul/10 ", "WHEAT May/10 "), class = "factor"), POSITION = c(3, -1, 3, 4, 3, 10, 1, 1, 6), SETTLEMENT = c(17.08, 16.85, 363.25, 82.12, 85.51, 1386, 1843.3, 993, 480.25)), .Names = c("DESCRIPTION", "POSITION", "SETTLEMENT"), row.names = c(NA, 9L), class = "data.frame") As you can see, I have a blank at the end of each name of objects of list DESCRIPTION (e.g "COTTON NO.2 Jul/10_",. I need to remove them. My data frame has been obtained from a .csv file and then a few command lines. Here is the first line of my code : pose=read.csv2("LSCPos100415.csv",sep=",",dec=".",as.is=T,h=T,skip=1)[,c(4,8 ,14,15)] As you can see, the blank already exists (e.g "CORN May/10_"), so it should come from the Excel file itself. pose <- structure(list(DESCRIPTION = c("CORN May/10 ", "CORN May/10 ", "SOYBEANS Jul/10 ", "WHEAT May/10 ", "WHEAT May/10 ", "WHEAT May/10 ", "WHEAT May/10 ", "WHEAT May/10 ", "WHEAT May/10 ", "COTTON NO.2 Jul/10 ", "COTTON NO.2 Jul/10 ", " SUGAR NO.11 Jul/10 ", " SUGAR NO.11 Jul/10 ", " SUGAR NO.11 Jul/10 ", " SUGAR NO.11 May/10 ", "CRUDE OIL miNY May/10 ", "CRUDE OIL miNY May/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "ROBUSTA COFFEE (10) Jul/10 ", "SILVER May/10 ", "PRM HGH GD ALUMINIUM USD 09/07/10 ", "PRM HGH GD ALUMINIUM USD 09/07/10 ", "PRIMARY NICKEL USD 04/06/10 ", "PRIMARY NICKEL USD 04/06/10 ", "PRIMARY NICKEL USD 10/06/10 ", "PRIMARY NICKEL USD 10/06/10 ", "STANDARD LEAD USD 01/07/10 ", "STANDARD LEAD USD 01/07/10 ", "STANDARD LEAD USD 01/07/10 ", "STANDARD LEAD USD 01/07/10 ", "STANDARD LEAD USD 01/07/10 ", "STANDARD LEAD USD 01/07/10 ", "STANDARD LEAD USD 01/07/10 ", "STANDARD LEAD USD 06/07/10 ", "STANDARD LEAD USD 19/04/10 ", "STANDARD LEAD USD 19/04/10 ", "STANDARD LEAD USD 22/06/10 ", "STANDARD LEAD USD 23/06/10 ", "STANDARD LEAD USD 23/06/10 ", "STANDARD LEAD USD 23/06/10 ", "STANDARD LEAD USD 25/06/10 ", "STANDARD LEAD USD 25/06/10 ", "STANDARD LEAD USD 29/06/10 ", "STANDARD LEAD USD 29/06/10 ", "SPCL HIGH GRADE ZINC USD 06/07/10 ", "SPCL HIGH GRADE ZINC USD 06/07/10 ", "SPCL HIGH GRADE ZINC USD 06/07/10 ", "SPCL HIGH GRADE ZINC USD 06/07/10 ", "SPCL HIGH GRADE ZINC USD 06/07/10 ", "SPCL HIGH GRADE ZINC USD 06/07/10 ", "SPCL HIGH GRADE ZINC USD 06/07/10 ", "SPCL HIGH GRADE ZINC USD 07/07/10 ", "SPCL HIGH GRADE 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"SPCL HIGH GRADE ZINC USD 21/05/10 ", "SPCL HIGH GRADE ZINC USD 21/05/10 ", "SPCL HIGH GRADE ZINC USD 21/05/10 ", "SPCL HIGH GRADE ZINC USD 22/04/10 ", "SPCL HIGH GRADE ZINC USD 22/04/10 ", "SPCL HIGH GRADE ZINC USD 22/04/10 ", "SPCL HIGH GRADE ZINC USD 22/04/10 ", "SPCL HIGH GRADE ZINC USD 22/06/10 ", "SPCL HIGH GRADE ZINC USD 22/06/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/05/10 ", "SPCL HIGH GRADE ZINC USD 24/06/10 ", "SPCL HIGH GRADE ZINC USD 24/06/10 ", "SPCL HIGH GRADE ZINC USD 25/05/10 ", "SPCL HIGH GRADE ZINC USD 25/05/10 ", "SPCL HIGH GRADE ZINC USD 25/05/10 ", "SPCL HIGH GRADE ZINC USD 25/06/10 ", "SPCL HIGH GRADE ZINC USD 25/06/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 ", "SPCL HIGH GRADE ZINC USD 26/04/10 " ), CREATED.DATE = c("14/04/2010", "14/04/2010", "14/04/2010", "08/04/2010", "08/04/2010", "12/04/2010", "14/04/2010", "14/04/2010", "14/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "12/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "09/04/2010", "09/04/2010", "04/03/2010", "05/03/2010", "10/03/2010", "10/03/2010", "01/04/2010", "01/04/2010", "01/04/2010", "01/04/2010", "01/04/2010", "01/04/2010", "01/04/2010", "06/04/2010", "18/01/2010", "25/01/2010", "22/03/2010", "23/03/2010", "23/03/2010", "23/03/2010", "25/03/2010", "26/03/2010", "29/03/2010", "29/03/2010", "06/04/2010", "06/04/2010", "06/04/2010", "06/04/2010", "06/04/2010", "06/04/2010", "06/04/2010", "07/04/2010", "07/04/2010", "07/04/2010", "08/04/2010", "08/04/2010", "08/04/2010", "09/04/2010", "09/04/2010", "09/04/2010", "09/04/2010", "09/04/2010", "13/04/2010", "13/04/2010", "14/04/2010", "14/04/2010", "14/04/2010", "14/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "15/04/2010", "16/02/2010", "16/02/2010", "16/02/2010", "16/02/2010", "16/02/2010", "16/02/2010", "16/02/2010", "17/02/2010", "17/02/2010", "17/02/2010", "17/02/2010", "17/02/2010", "17/02/2010", "17/02/2010", "17/02/2010", "18/02/2010", "18/02/2010", "18/02/2010", "18/02/2010", "18/02/2010", "18/01/2010", "18/01/2010", "18/01/2010", "25/01/2010", "19/02/2010", "20/01/2010", "20/01/2010", "21/01/2010", "21/01/2010", "22/02/2010", "22/02/2010", "22/02/2010", "22/02/2010", "22/02/2010", "22/02/2010", "22/02/2010", "22/01/2010", "22/01/2010", "25/01/2010", "25/01/2010", "22/03/2010", "22/03/2010", "23/02/2010", "23/02/2010", "23/02/2010", "23/02/2010", "23/02/2010", "23/02/2010", "23/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/02/2010", "24/03/2010", "24/03/2010", "25/02/2010", "25/02/2010", "25/02/2010", "25/03/2010", "26/03/2010", "25/01/2010", "25/01/2010", "25/01/2010", "25/01/2010", "25/01/2010", "25/01/2010", "26/01/2010", "26/01/2010", "26/01/2010", "26/01/2010", "26/01/2010", "26/01/2010", "26/01/2010"), QUANITY = c(1, 2, 1, 1, 1, 1, 1, 1, 1, 2, 2, 1, 1, 1, -1, 2, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, -1, 1, 1, -1, -1, 1, 1, -1, 1, -1, -1, 1, -1, 1, 1, -1, -1, 1, -1, 1, -1, 1, 1, -1, -1, -1, 1, -1, -1, 1, 1, 1, -1, -1, 1, 1, -1, -1, 1, -1, 1, 1, -1, -1, 1, -1, 1, 1, -1, 1, 1, -1, -2, 2, -2, 1, 1, -1, -1, 1, 1, -1, 1, 1, -1, -1, 1, 2, -1, -1, -1, -1, -1, -1, 1, 1, 2, -1, 1, 1, -1, 1, -1, -1, -1, 1, 1, -1, 1, 1, -1, -1, -1, -1, 1, -1, 1, 1, 1, -1, -1, -1, -1, -1, -1, 1, 1, -1, -1, 1, 1, 1, 1, -1, 1, -1, 2, -1, 1, 1, 2, -1, -1, -1, -1, 2, -2, -1, 1, 2, -1, 2, -1), CLOSING.PRICE = c("363.2500", "363.2500", "993.0000", "480.2500", "480.2500", "480.2500", "480.2500", "480.2500", "480.2500", "82.1200", "82.1200", "17.0800", "17.0800", "17.0800", "16.8500", "85.5100", "85.5100", "1,386.0000", "1,386.0000", "1,386.0000", "1,386.0000", "1,386.0000", "1,386.0000", "1,386.0000", "1,386.0000", "1,386.0000", "1,843.3000", "2,469.9300", "2,469.9300", "27,196.8600", "27,196.8600", "27,201.6800", "27,201.6800", "2,337.1000", "2,337.1000", "2,337.1000", "2,337.1000", "2,337.1000", "2,337.1000", "2,337.1000", "2,338.1400", "2,315.7500", "2,315.7500", "2,335.2400", "2,335.4500", "2,335.4500", "2,335.4500", "2,335.8600", "2,335.8600", "2,336.6900", "2,336.6900", "2,505.9700", "2,505.9700", "2,505.9700", "2,505.9700", "2,505.9700", "2,505.9700", "2,505.9700", "2,506.3100", "2,506.3100", "2,506.3100", "2,506.6500", "2,506.6500", "2,506.6500", "2,506.9800", "2,506.9800", "2,506.9800", "2,506.9800", "2,506.9800", "2,508.3300", "2,508.3300", "2,508.6600", "2,508.6600", "2,508.6600", "2,508.6600", "2,509.0000", "2,509.0000", "2,509.0000", "2,509.0000", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,487.9600", "2,488.3600", "2,488.3600", "2,488.3600", "2,488.3600", "2,488.3600", "2,476.7500", "2,476.7500", "2,476.7500", "2,476.7500", "2,488.7500", "2,477.2500", "2,477.2500", "2,477.7500", "2,477.7500", "2,489.4400", "2,489.4400", "2,489.4400", "2,489.4400", "2,489.4400", "2,489.4400", "2,489.4400", "2,478.1400", "2,478.1400", "2,478.1400", "2,478.1400", "2,501.2700", "2,501.2700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,490.4700", "2,501.9400", "2,501.9400", "2,490.8100", "2,490.8100", "2,490.8100", "2,502.2800", "2,502.2800", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100", "2,479.7100")), .Names = c("DESCRIPTION", "CREATED.DATE", "QUANITY", "CLOSING.PRICE"), class = "data.frame", row.names = c(NA, -160L )) As I can't change anything on the Excel side, how can I remove these blanks on the R side?? TY for help. ______________________________________________ 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.