diff --git a/Exercise09.R b/Exercise09.R new file mode 100644 index 0000000..df8a3af --- /dev/null +++ b/Exercise09.R @@ -0,0 +1,33 @@ +## Exercise 9 ## +## Pulling al of the R programming pieces together ## + +#Create function to calculate coeffecient variance of separate files +covar = function(dir, colNo){ + covs = 0 + path = list.files(dir) ##list all the files in the directory + + # read through each file in directory + for (i in 1:length(path)){ + file = paste0(dir,path[i]) ## create a full path name to read in the file in the next line + info = read.table(file, header = T, sep=",", stringsAsFactors = F) ## read in tabular data + + #see if file has less than 50 rows/observations and warn user if so + if (length(info[,colNo]) < 50){ + print(paste0("Warning: file ", file[i]," has less 50 oberservations")) + + #take in the column specified by the user and calculate coefficient of variation + covs [i]= (sd(info[,colNo])/mean(info[,colNo]))*100 + + } else { + + #take in the column specified by the user and calculate coefficient of variation + covs [i]= (sd(info[,colNo])/mean(info[,colNo]))*100 + } + } + return(covs) #return the coeffecient of variance values from each file +} + +print("Enter the directory in which you would like to read files from. Be sure to include a '/' at the end of the directory name.") +userDir = readline(prompt = "Directory: ") +fileCol = as.integer(readline(prompt = "Which column do you want to find the coeffecient of variance for? ")) +covar(userDir, fileCol) # call function diff --git a/lessthan50.csv b/lessthan50.csv new file mode 100644 index 0000000..5256fbc --- /dev/null +++ b/lessthan50.csv @@ -0,0 +1,42 @@ +gender,yearsExperience,yearsSchool,wage,,STD,AVG,COV +female,39,42,6.315295646,EXP,16.94704809,21.56097561,78.60056242 +female,29,16,5.479769979,SCHOOL,15.62857764,25.43902439,61.43544422 +female,43,37,3.642169917,,,, +female,22,17,4.5933366,,,, +female,21,42,2.418157461,,,, +female,31,16,2.09405811,,,, +female,10,1,5.51200392,,,, +female,6,45,3.54842716,,,, +female,5,7,5.81822636,,,, +female,47,10,3.8277805,,,, +female,48,13,6.73689368,,,, +female,30,20,12.86134248,,,, +female,5,0,7.655561,,,, +female,20,2,2.44977952,,,, +female,3,36,6.105662147,,,, +female,2,40,8.26800588,,,, +female,33,44,1.862405483,,,, +female,2,47,3.98089172,,,, +female,1,30,4.763460178,,,, +female,7,8,6.380595586,,,, +female,48,2,5.631123847,,,, +female,44,10,2.488057325,,,, +female,16,22,1.223738277,,,, +female,16,18,1.345653539,,,, +female,1,33,0.751111645,,,, +female,47,39,11.33023028,,,, +female,3,22,3.894757656,,,, +female,13,23,2.998515251,,,, +female,18,29,3.267896188,,,, +female,11,7,1.355197181,,,, +female,42,6,4.28711416,,,, +female,10,37,7.624938756,,,, +female,3,44,4.443786106,,,, +female,13,28,1.134281476,,,, +female,42,44,9.064184223,,,, +female,19,43,3.98089172,,,, +female,2,42,3.450705238,,,, +female,33,38,8.096728922,,,, +female,49,37,8.735213831,,,, +female,5,44,7.275845174,,,, +female,45,2,5.51200392,,,, \ No newline at end of file diff --git a/wageyears.csv b/wageyears.csv new file mode 100644 index 0000000..89d3495 --- /dev/null +++ b/wageyears.csv @@ -0,0 +1,3295 @@ +gender,yearsExperience,yearsSchool,wage,,STD,AVG,COV +female,4,28,6.315295646,EXP,14.17481811,24.40467517,58.08238797 +female,3,5,5.479769979,SCHOOL,14.61457908,24.26684882,60.22446173 +female,27,22,3.642169917,,,, +female,30,35,4.5933366,,,, +female,28,26,2.418157461,,,, +female,16,22,2.09405811,,,, 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