diff --git a/R/getDailyDataFromFile.r b/R/getDailyDataFromFile.r
index 83c126573df469f07f7354d81dc5c8c3c394a35c..714af5f3866e307fb32bd502ba27cd7a25f723f0 100644
--- a/R/getDailyDataFromFile.r
+++ b/R/getDailyDataFromFile.r
@@ -13,11 +13,10 @@
 #' @export
 #' @return Daily dataframe
 #' @examples
-#' # Examples of how to use getDailyDataFromFile:
-#' # Change the file path and file name to something meaningful:
-#' filePath <-  '~/RData/'  # Sample format
-#' fileName <- 'ChoptankRiverFlow.txt'
-#' \dontrun{getDailyDataFromFile(filePath,fileName,separator="\t")}
+#' filePath <- system.file("extdata", package="dataRetrieval")
+#' filePath <- paste(filePath,"/",sep="")
+#' fileName <- "ChoptankRiverFlow.txt"
+#' Daily <- getDailyDataFromFile(filePath,fileName,separator="\t")
 getDailyDataFromFile <- function (filePath,fileName,hasHeader=TRUE,separator=",",qUnit=1,interactive=TRUE){
   data <- getDataFromFile(filePath,fileName,hasHeader=hasHeader,separator=separator)
   convertQ<-c(35.314667,1,0.035314667,0.001)
@@ -26,5 +25,6 @@ getDailyDataFromFile <- function (filePath,fileName,hasHeader=TRUE,separator=","
     if(qUnit==1) cat("\n the input discharge are assumed to be in cubic feet per second\nif they are in cubic meters per second, then the call to getDailyDataFromFile should specify qUnit=2\n")
   }
   localDaily <- populateDaily(data,qConvert, interactive=interactive)
+  localDaily <- localDaily[!is.na(localDaily$Q),]
   return(localDaily)
 }
diff --git a/R/getSampleDataFromFile.r b/R/getSampleDataFromFile.r
index 34f81f986130e09edfaf15975dde66753a4dee77..c5b8301214e96f1818dc6b23b95dd27f1bedadc0 100644
--- a/R/getSampleDataFromFile.r
+++ b/R/getSampleDataFromFile.r
@@ -13,11 +13,10 @@
 #' @export
 #' @return Sample dataframe
 #' @examples
-#' # Examples of how to use getSampleDataFromFile:
-#' # Change the file path and file name to something meaningful:
-#' filePath <- '~/RData/'  # Sample format
+#' filePath <- system.file("extdata", package="dataRetrieval")
+#' filePath <- paste(filePath,"/",sep="")
 #' fileName <- 'ChoptankRiverNitrate.csv'
-#' \dontrun{Sample <- getSampleDataFromFile(filePath,fileName, separator=";",interactive=FALSE)}
+#' Sample <- getSampleDataFromFile(filePath,fileName, separator=";",interactive=FALSE)
 getSampleDataFromFile <- function (filePath,fileName,hasHeader=TRUE,separator=",", interactive=TRUE){
   data <- getQWDataFromFile(filePath,fileName,hasHeader=hasHeader,separator=separator)
   compressedData <- compressData(data, interactive=interactive)
diff --git a/inst/doc/dataRetrieval.pdf b/inst/doc/dataRetrieval.pdf
index 9a00c7d920d48d36532a244597e68cc859f22a57..c0251886b9077935cf47bb8bf6f0c3d749aaaa91 100644
Binary files a/inst/doc/dataRetrieval.pdf and b/inst/doc/dataRetrieval.pdf differ
diff --git a/inst/extdata/ChoptankRiverFlow.txt b/inst/extdata/ChoptankRiverFlow.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1aa92f002be518b6d369904d6acac643f62764d2
--- /dev/null
+++ b/inst/extdata/ChoptankRiverFlow.txt
@@ -0,0 +1,4384 @@
+date	Qdaily
+10/1/1999	3.029902561
+10/2/1999	2.406931941
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+8/3/2011	0.453069542
+8/4/2011	0.509703235
+8/5/2011	0.481386388
+8/6/2011	0.396435849
+8/7/2011	0.339802156
+8/8/2011	0.260514987
+8/9/2011	0.212376348
+8/10/2011	0.138752547
+8/11/2011	0.065128747
+8/12/2011	0.065128747
+8/13/2011	0.133089178
+8/14/2011	6.258023047
+8/15/2011	11.2984217
+8/16/2011	10.98693639
+8/17/2011	6.654458897
+8/18/2011	2.463565634
+8/19/2011	2.18039717
+8/20/2011	6.031488277
+8/21/2011	6.201389355
+8/22/2011	4.190893263
+8/23/2011	2.860001483
+8/24/2011	1.982179246
+8/25/2011	2.49188248
+8/26/2011	3.341387872
+8/27/2011	14.72476011
+8/28/2011	246.3565634
+8/29/2011	192.5545553
+8/30/2011	84.95053911
+8/31/2011	25.88159758
+9/1/2011	14.35664111
+9/2/2011	9.20297507
+9/3/2011	7.362380056
+9/4/2011	6.62614205
+9/5/2011	5.720002966
+9/6/2011	5.38020081
+9/7/2011	7.702182212
+9/8/2011	13.22396725
+9/9/2011	20.30317885
+9/10/2011	19.96337669
+9/11/2011	12.17624394
+9/12/2011	9.061390838
+9/13/2011	8.013667522
+9/14/2011	6.909310514
+9/15/2011	6.00317143
+9/16/2011	5.097032346
+9/17/2011	4.530695419
+9/18/2011	4.190893263
+9/19/2011	3.964358492
+9/20/2011	3.82277426
+9/21/2011	3.794457413
+9/22/2011	3.624556335
+9/23/2011	3.766140567
+9/24/2011	4.898814422
+9/25/2011	5.550101888
+9/26/2011	4.728913344
+9/27/2011	4.304160648
+9/28/2011	8.58000445
+9/29/2011	13.90357157
+9/30/2011	9.457826687
diff --git a/inst/extdata/ChoptankRiverNitrate.csv b/inst/extdata/ChoptankRiverNitrate.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d24d64fccc92f215cbe517fc3a8503a68da2af07
--- /dev/null
+++ b/inst/extdata/ChoptankRiverNitrate.csv
@@ -0,0 +1,205 @@
+cdate;remarkCode;Nitrate
+10/7/1999;;1.4
+11/4/1999;;0.99
+12/3/1999;;1.42
+1/4/2000;;1.59
+2/3/2000;;1.54
+2/15/2000;;1.37
+2/19/2000;;1.24
+3/23/2000;;0.52
+6/5/2000;;1.11
+7/5/2000;;0.9
+7/27/2000;;0.89
+8/3/2000;;0.69
+8/15/2000;;0.78
+8/15/2000;;0.5
+9/5/2000;;0.44
+9/13/2000;;1.09
+10/4/2000;;1.27
+11/7/2000;;1.41
+12/4/2000;;1.29
+12/18/2000;;0.64
+1/3/2001;;1.81
+1/20/2001;;1.36
+2/6/2001;;1.23
+3/8/2001;;1.34
+3/22/2001;;0.58
+4/4/2001;;1.35
+5/3/2001;;1.24
+5/31/2001;;1.27
+6/18/2001;;0.64
+7/2/2001;;1.42
+8/1/2001;;1.55
+9/10/2001;;1.5
+10/3/2001;;1.51
+11/6/2001;;1.16
+12/5/2001;;1.38
+1/8/2002;;1.76
+2/5/2002;;1.47
+3/12/2002;;1.13
+3/18/2002;;0.97
+3/27/2002;;1.24
+4/5/2002;;0.73
+5/3/2002;;0.65
+6/7/2002;;0.96
+7/10/2002;;1.01
+7/24/2002;;1.28
+8/1/2002;;1.26
+8/29/2002;;1.53
+9/6/2002;;1.06
+10/1/2002;;1.23
+10/11/2002;;0.97
+10/31/2002;;1.17
+11/7/2002;;1.38
+11/13/2002;;0.9
+12/4/2002;;2.09
+12/12/2002;;1.48
+1/2/2003;;1.41
+1/13/2003;;2
+2/5/2003;;1.76
+2/24/2003;;0.76
+3/26/2003;;1.27
+4/10/2003;;0.97
+4/16/2003;;1.18
+5/13/2003;;1.27
+5/27/2003;;0.85
+6/24/2003;;0.87
+7/17/2003;;1.05
+8/5/2003;;1.28
+9/16/2003;;0.39
+10/9/2003;;1.6
+10/28/2003;;1.51
+11/7/2003;;0.43
+11/17/2003;;1.42
+12/9/2003;;1.44
+1/14/2004;;2.17
+2/12/2004;;1.43
+3/3/2004;;1.54
+4/7/2004;;1.18
+4/14/2004;;0.75
+5/12/2004;;1.13
+6/1/2004;;1.67
+7/7/2004;;1.1
+8/3/2004;;0.98
+9/7/2004;;1.15
+10/6/2004;;1.28
+11/1/2004;;0.94
+11/30/2004;;0.86
+12/7/2004;;1.42
+1/4/2005;;1.49
+2/15/2005;;1.63
+3/22/2005;;1.38
+3/25/2005;;1.04
+4/4/2005;;0.6
+4/19/2005;;1.54
+5/17/2005;;1.38
+6/1/2005;;1.37
+7/6/2005;;1.32
+8/3/2005;;1.18
+9/12/2005;;1.23
+10/10/2005;;0.74
+11/9/2005;;1.46
+12/8/2005;;1.72
+1/4/2006;;1.17
+1/10/2006;;1.93
+1/24/2006;;0.98
+2/6/2006;;1.7
+3/9/2006;;1.87
+4/18/2006;;1.18
+4/23/2006;;1.15
+5/11/2006;;1.33
+6/7/2006;;1.34
+6/26/2006;;1.14
+7/12/2006;;1.29
+8/8/2006;;1.51
+9/5/2006;;0.96
+10/3/2006;;1.75
+11/7/2006;;1.75
+11/9/2006;;1.25
+11/14/2006;;0.62
+12/11/2006;;2.17
+1/2/2007;;1.1
+1/9/2007;;0.56
+2/13/2007;;2.36
+3/6/2007;;1.52
+4/10/2007;;1.37
+4/13/2007;;1.14
+4/18/2007;;0.87
+5/10/2007;;1.59
+6/4/2007;;1.35
+7/5/2007;;1.46
+8/27/2007;;1.68
+9/10/2007;;1.58
+10/2/2007;;1.66
+10/25/2007;;1.06
+11/15/2007;;1.66
+12/3/2007;;1.42
+12/17/2007;;1.29
+1/4/2008;;1.74
+2/6/2008;;1.58
+2/14/2008;;1.46
+3/5/2008;;1.59
+3/9/2008;;0.6
+4/10/2008;;1.25
+5/12/2008;;0.93
+5/13/2008;;0.69
+6/5/2008;;1.29
+7/8/2008;;1.27
+8/6/2008;;1.69
+9/3/2008;;2.14
+9/8/2008;;1.43
+10/1/2008;;1.64
+10/27/2008;;1.56
+10/29/2008;;1.36
+11/6/2008;;1.12
+12/2/2008;;1.62
+12/12/2008;;1.4
+1/8/2009;;1.66
+2/2/2009;;1.86
+3/12/2009;;1.18
+3/30/2009;;0.96
+4/15/2009;;0.95
+5/4/2009;;1.04
+6/1/2009;;1.22
+6/11/2009;;0.72
+7/6/2009;;1.29
+8/12/2009;;1.49
+8/24/2009;;0.31
+9/8/2009;;1.54
+10/5/2009;;1.55
+10/29/2009;;0.3
+11/9/2009;;1.59
+11/14/2009;;0.57
+12/3/2009;;1.08
+12/10/2009;;0.31
+1/12/2010;;2.43
+1/26/2010;;0.84
+3/9/2010;;1.6
+3/15/2010;;0.69
+4/8/2010;;1.25
+4/27/2010;;1.21
+5/6/2010;;1.54
+5/19/2010;;1.36
+6/4/2010;;1.43
+7/8/2010;;1.51
+7/12/2010;;1.02
+7/14/2010;;1.13
+8/2/2010;;1.46
+9/1/2010;;1.78
+10/1/2010;;0.74
+10/1/2010;;0.75
+10/13/2010;;1.81
+12/8/2010;;1.74
+1/10/2011;;1.8
+2/3/2011;;0.94
+3/1/2011;;1.18
+3/7/2011;;0.97
+4/13/2011;;0.99
+4/18/2011;;0.57
+5/16/2011;;1.23
+6/14/2011;;1.74
+7/13/2011;;1.39
+8/9/2011;;1.54
+8/15/2011;;0.92
+9/8/2011;;0.78
+9/29/2011;;0.8