From 3b211ff34e61be67151e81e5b5cd201ed82386bb Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Mon, 8 Sep 2014 17:13:24 -0500 Subject: [PATCH 01/34] small update to the function --- Practice_Assignment.pdf | Bin 188493 -> 188495 bytes practice_assignment.rmd | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/Practice_Assignment.pdf b/Practice_Assignment.pdf index 9188dff8e92e457cfa0d93c7d7d2d2eb10144655..833df4eec49210918442d561e5821f6abad48d96 100644 GIT binary patch delta 2487 zcmaiyXH-+!8iq~iQltkJFbrY^=A4|I5;_S)MI7WReNaS^BI1ApNRcBF2v`_k1XPM5 z1{FjQ22dH5G6+%bBeed_~-BG8=t5Ynm zwIpEa%UkeQ?p`N)5zRPWnQ9jMxy>Kv(3EX_w(_yaD4pttM&PDx{mx6JE+nUnoOMmh zUsdc|vo!x5k?Y%W!1w@$Z*Vpe$n_4H`oy}Y@Kj;HKA~oFT)C4W|~N$+;9}~&JN9S zdAt7F*Ilk94@%#4WZu8pqD&pU!Y=4qy6ufA84~KFbPAK@Hsw>>Ts|Vat8?!IVp*`x z#D0~?V|Op`o?$mNC4*@aP?$ia7mo>=Uqx_dvZfoy6VgACmpRDx08Ae5=~qbWvUi{_BfXOuv2nNf0#-W z?noXvY0>IhVQJ~KC$CY@D1w{mxVP_j>!E?+h4>ZkqNm&ts@?)araZ|&{Zi`m(yj52 zlkv;d9s@}6>GyACvhMK`r9#5m8{$GE+l&wB_bXBa=f_KaHLOv?XCL>)!j^8RESvN_ zx4EG9c3B9Qcf#O?@WTwy+vUjh_3l58=PV@bYeDpLJ*L(avFn6sHbY+8r;oFh9-p+6 z6`Zc*$;$~6*9hvYeCs1vcS+;)%!wi2IAE8B_94xmtoY`xQF=bRBl$(a_itJ!Q1PG7 zPFkJNzw6VOCezE}{mXs=ewJ2LG@MwI$kIV^u5@CWzdq;XMcDPx zs+pTr96$c3dZjO()L%?hu7SSmySUc1tgV7!<5s~}N-MfrY`$-21!~19cID&;%2lmR z_90CXc6?w*sY}x4Z z>1b5loyeNW^)bzkD!eh;mgoDwx{mk61di5w>>QbY{AaFla0*T)Sq2^3e6YE4O6t$_ z4Fb9Ox15xfb-g9)cNn~JI=ke!YX61zho15Tq#|n#U3+@$riE+t{(S*4lrg-UB-FJS zv#zHZm#!5d zdlYgGJ@yb#1viXk>1s*Wm*&$5F*>#^uen9Dgj03#D#>3=!3~wLQteCrF~4_J88lYz z3CG#8@LOjNu@=fR=B^ofPrUqI3E0j~Vrp04+^Ugtpo65mYA>^}{ci!brqRUDLR5-a50MU`{A~&UClnE+Vd%GqMM(iPNP>y-mS9w>#Eck5k*tSd-`2xL z*FmGA5<(g(VTKA&A@Ojj0D_7)MktbjBNP-8Pm6|9UHbAsu&|wIq(-{bz2HDdvTLz5*QtX)whyjX*Wil96 XWQ+eN$p&5%wdB#&Mn?8d%+>z|8X37z delta 2421 zcmaiycT`i^7RE`W2#B-@A_@_t3VLsDZlfyI85NK&pc0r+lo13*DMF~?qgVzsp&1l3 zB8aqrWk3Z*Dbi)AGIR$B7#&5K5eC*P>lxl!@BDMt`OaS7{`T*jwkMLWo=BEHGA1JA zbTV6u@!HirZ~!4ix80M;BBaN%WCP`#ilvo%=H3GViAl75@iCXR-HUcz+kwK#Ul+C| zXXxu(;9<|RYFvN07V?=tHewywI>^saZT)2~r7k9DI`#4E!SLHNyuykllltGfLQ2Py zUe@=HY&VbIm!oak#na0JTrrlXg}AGOP4K4yM&b5;k!aNL(b@Xj@;BPGYN7o(F<9)B z`mDIGf}zV??)OtEnl7hwQyMem=c1upkG5#h7bK#U$+L4tUVllsMV!njI_*=gdqYz{ z<&4V0Xr=uj2j>|{Z}{p7zlL<3b2baNPVPW+7=EOmizr+95bhh5z?DTxTOpoU! z8Ah~0fv7&9U`LB`)K*KVpG8D@+qkithkNGMe`h1}(G~Tr^pXECf*~*IO1eLkOuMXO z0xiGpoQSyG%i3I7sX5p;FnmmUGBc)BYOFM^88!J`U+Pa`+PO#ETy$Dz~QbU6(k92cyPkwlkEcvH8TTz>IfW~89FvKeC{gT zb2^0=)6x{|PYY0RdXTmIVe+(W_hkMwqCZ;63OqMn<=DEZ`_5M&a=RMKR9&sQxlfS+ z#pbl}$?lDlpN-(t8_#6)8n{rb4t=Gu8QC+DOVyc6x-~taZ#QmwvPF2Gox!sOc2(OW zvBiTm5AQmC=x&zOJCZ9QHaN}_85*5a@UO(~EB;Wa=%Q$CeNsJ|U*qw3GrQ>UNDYaGRi*InX zn%UYn^o01?x<3Ovr9lQ{=KR5_B-tkvG|k%Kpx`wgV$yBs9L}TdkL+m(C@WZ=zUW+Q z>=sCpbNW(oX^U_YS^O_4_s-3EHtCLO;$6(!xud}9&n&F(a6z(XP3 z{IZ*tZZmQfSy6FA<$zSRyxJgF$@y;b4a+?)oedi<-O9Rc=y1O4jLOYB_KDa0#b6!3 z!=;Pwb!LqHduIABa1=xW$n$Azx2=r5Q@-JT+d@9Ic&AFKdgp*7`>HXpD#<;MypHki zk1z{j5ZXqHbV|MOioal+b7#`3xht}|JzxH3o7aZYj>Trh4oRt z;f|>(&83|Ifu37M&znkqf(UkCdHh!u-(#$$13@GSe&$=ohMz88=XDf#A4_0_yrVE; zLd=Y$8)TyVpqkuIT9RRC=1HnHCW5v8#gn zdRN_fr{T2P4E2&l?GN-@yAIq{ zB>gmF`Jl|8RCqZ>+hr@EwQj3G0GoUYWbsVev(y%sa)-ek|4X zMyd}uY%w#k-YjIXL3FRgvSJvc@L2j~Bl&oac@oE*P|YzX&S!{Y00`g^3PVhGFLBF% z9qW3DB?Opxs*hN1Lcz(v>LQ;cORVl7My24epa$UxMNp$+0Kla66XiESf>$sV!I=N( zCwdd$YF@(`0EkjifdDHS1R~5=gG4Q3>bK=9*>D6C)L;l$lMTXf zfC&x}<&9Cna)?S1uwChhfNN9W7|e`awE(}hSV07W0wb?tgVtDJ7zJi_tXMGCSm0Dt z05SmLC?=>;0V*WOj0zx#U@L^OmLozzA>g0UH~#x|0UV{k2=mmNl}v(URz3?T&A`g2LFpdi*C7h(RC)Vag8wuh)W6iU4X5gE4rGh5#Uy zNn5oLjEf Date: Mon, 8 Sep 2014 17:13:54 -0500 Subject: [PATCH 02/34] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5e66448..0b75c8c 100644 --- a/README.md +++ b/README.md @@ -11,4 +11,4 @@ The instructions are available in rmd and pdf formats. Just unzip the diet_data.zip file into your R working directory so that you've got a folder called 'diet_data' which contains 5 csv files. I've included directions for doing this within R in the instructions. -Hopefully others will find this useful. I'll keep tabs on this thread to answer any questions. +Hopefully others will find this useful. From b2f6b40baf3250f04a1001f9655d2d9822ecf536 Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Thu, 18 Sep 2014 22:27:10 -0500 Subject: [PATCH 03/34] Added FAQ --- FAQ.md | 61 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 FAQ.md diff --git a/FAQ.md b/FAQ.md new file mode 100644 index 0000000..cd76d57 --- /dev/null +++ b/FAQ.md @@ -0,0 +1,61 @@ +#FAQ's +I thought I would pull together some frequently asked questions regarding Programming Assignment 1 that regularly show up on the forums. + +###1) My code runs fine and my answers match the sample output, but whenever I try to submit, I get a message telling me that my answer is incorrect. + +You're not submitting via the Coursera website are you? You need to re-read the Assignment 1 instructions (all of them). + +Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. + +###2) Do I need to round my answers to match the sample output? + +No. You don't need to do any rounding to your results to pass the submission tests. + +###3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? + +You're correct that there are only 3 parts to assignment 1. The 10 parts could probably me more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of thests. + +###4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : + argument "id" is missing, with no default" + +You didn't assign a default value to `id`. The first line of your function should look exactly like the one in the instructions: `pollutantmean <- function(directory, pollutant, id = 1:332) {` + +###5) I get an error stating "unexpected '>'" or "unexpected '{'". + +You probably have an open `(` somewhere in your code. Double check it with a fine tooth comb to make sure you've closed all of your `()`, `{}`and `[]`. + +###6) My code seems to work but my answer don't match the sample output. + +Are you taking the mean of the mean value for each file? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. + +###7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". + +Subsetting by ID works when id is a vector of length 1. However, when id = 1:10 for example, you have a problem. The issue goes back to the SWIRL example (and maybe lecture?) regarding how R handles vectors of differing lengths. + +An example: + + > x <- 1:10 + > y <- 1:5 + > x + y + [1] 2 4 6 8 10 7 9 11 13 15 + +Each value of y gets added to x. But because y is shorter than x, after adding 5+5, R starts over from the beginning of y and adds 6+1, 7+2, etc. + +That's what is happening with the subset when id is a vector longer than 1. The first row gets compared to the first value of id. The second row gets compared to the second value of id, etc. It repeats id until it gets to the end of the vector or data frame you're subsetting. The warning is telling you that the length of dat$nitrate or dat$sulfate is not divisible by the length of id. + +Essentially, there are 2 options to solve this. The first is to not use a subset for `id` at all. You presumably already have a loop in your code, so instead of combining all 332 files together, why not just combine only the files specified by `id` in the first place? + +The other alternative is to replace the `==` with `%in%`. In this case, the %in% operator will check each value of `id` against every value in the `ID` column, which is what you want. The downside to this approach is that it will probably be very, very slow if you've followed the tutorial example to create `pollutantmean()`. + +###8) How do I subset for either `nitrate` or `sulfate` when I calculate the mean? + +If you wanted to subset nitrate, you would do that with `dat[, "nitrate"]`. Likewise you would use `dat[, "sulfate"]` for sulfate. When the function gets called you'll have something like: `pollutantmean(directory = "specdata", pollutant = "nitrate", id = 1:332)`. + +So if you have either `pollutant = "nitrate"` or `pollutant = "sulfate"`, what would you put in place of `"sulfate"` and `"nitrate"` in subsetting examples above so that it would work in either case? + +###9) I'm subsetting my data frame using `dat$pollutant` but it doesn't seem to be working. + +Recall from the lectures that $ makes R look for a literal name match. That's not what you want. You want to subset by the value of pollutant (either "sulfate" or "nitrate"), not by "pollutant" since you don't have a column by that name. So, you need to use brackets instead of $. + +That could be either something like [[pollutant]] or [, pollutant] + From e3e4279aa76b5155f5ee8c69d092b77a185460d8 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:26:31 -0500 Subject: [PATCH 04/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index cd76d57..4fe5c85 100644 --- a/FAQ.md +++ b/FAQ.md @@ -24,7 +24,7 @@ You didn't assign a default value to `id`. The first line of your function shou You probably have an open `(` somewhere in your code. Double check it with a fine tooth comb to make sure you've closed all of your `()`, `{}`and `[]`. -###6) My code seems to work but my answer don't match the sample output. +###6) My code seems to work but my answers don't match the sample output. Are you taking the mean of the mean value for each file? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. From 662b88fba97a602a97da98c8c9392e35e729f03b Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:27:04 -0500 Subject: [PATCH 05/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 4fe5c85..1b60761 100644 --- a/FAQ.md +++ b/FAQ.md @@ -20,7 +20,7 @@ You're correct that there are only 3 parts to assignment 1. The 10 parts could You didn't assign a default value to `id`. The first line of your function should look exactly like the one in the instructions: `pollutantmean <- function(directory, pollutant, id = 1:332) {` -###5) I get an error stating "unexpected '>'" or "unexpected '{'". +###5) I get an error stating "unexpected '>' " or "unexpected '{' ". You probably have an open `(` somewhere in your code. Double check it with a fine tooth comb to make sure you've closed all of your `()`, `{}`and `[]`. From f4d59dcd47e19194970d1e9d270f044cd6fe89ac Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:27:56 -0500 Subject: [PATCH 06/34] Update FAQ.md --- FAQ.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/FAQ.md b/FAQ.md index 1b60761..439546c 100644 --- a/FAQ.md +++ b/FAQ.md @@ -1,34 +1,34 @@ #FAQ's I thought I would pull together some frequently asked questions regarding Programming Assignment 1 that regularly show up on the forums. -###1) My code runs fine and my answers match the sample output, but whenever I try to submit, I get a message telling me that my answer is incorrect. +####1) My code runs fine and my answers match the sample output, but whenever I try to submit, I get a message telling me that my answer is incorrect. You're not submitting via the Coursera website are you? You need to re-read the Assignment 1 instructions (all of them). Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. -###2) Do I need to round my answers to match the sample output? +####2) Do I need to round my answers to match the sample output? No. You don't need to do any rounding to your results to pass the submission tests. -###3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? +####3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? You're correct that there are only 3 parts to assignment 1. The 10 parts could probably me more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of thests. -###4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : +####4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : argument "id" is missing, with no default" You didn't assign a default value to `id`. The first line of your function should look exactly like the one in the instructions: `pollutantmean <- function(directory, pollutant, id = 1:332) {` -###5) I get an error stating "unexpected '>' " or "unexpected '{' ". +####5) I get an error stating "unexpected '>' " or "unexpected '{' ". You probably have an open `(` somewhere in your code. Double check it with a fine tooth comb to make sure you've closed all of your `()`, `{}`and `[]`. -###6) My code seems to work but my answers don't match the sample output. +####6) My code seems to work but my answers don't match the sample output. Are you taking the mean of the mean value for each file? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. -###7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". +####7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". Subsetting by ID works when id is a vector of length 1. However, when id = 1:10 for example, you have a problem. The issue goes back to the SWIRL example (and maybe lecture?) regarding how R handles vectors of differing lengths. @@ -47,13 +47,13 @@ Essentially, there are 2 options to solve this. The first is to not use a subse The other alternative is to replace the `==` with `%in%`. In this case, the %in% operator will check each value of `id` against every value in the `ID` column, which is what you want. The downside to this approach is that it will probably be very, very slow if you've followed the tutorial example to create `pollutantmean()`. -###8) How do I subset for either `nitrate` or `sulfate` when I calculate the mean? +####8) How do I subset for either `nitrate` or `sulfate` when I calculate the mean? If you wanted to subset nitrate, you would do that with `dat[, "nitrate"]`. Likewise you would use `dat[, "sulfate"]` for sulfate. When the function gets called you'll have something like: `pollutantmean(directory = "specdata", pollutant = "nitrate", id = 1:332)`. So if you have either `pollutant = "nitrate"` or `pollutant = "sulfate"`, what would you put in place of `"sulfate"` and `"nitrate"` in subsetting examples above so that it would work in either case? -###9) I'm subsetting my data frame using `dat$pollutant` but it doesn't seem to be working. +####9) I'm subsetting my data frame using `dat$pollutant` but it doesn't seem to be working. Recall from the lectures that $ makes R look for a literal name match. That's not what you want. You want to subset by the value of pollutant (either "sulfate" or "nitrate"), not by "pollutant" since you don't have a column by that name. So, you need to use brackets instead of $. From c9ec25783a4ab48e7af0573883c3eaf95657c200 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:30:43 -0500 Subject: [PATCH 07/34] Update FAQ.md --- FAQ.md | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/FAQ.md b/FAQ.md index 439546c..e3a721c 100644 --- a/FAQ.md +++ b/FAQ.md @@ -7,26 +7,44 @@ You're not submitting via the Coursera website are you? You need to re-read the Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. + ####2) Do I need to round my answers to match the sample output? No. You don't need to do any rounding to your results to pass the submission tests. + ####3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? You're correct that there are only 3 parts to assignment 1. The 10 parts could probably me more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of thests. + ####4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : argument "id" is missing, with no default" You didn't assign a default value to `id`. The first line of your function should look exactly like the one in the instructions: `pollutantmean <- function(directory, pollutant, id = 1:332) {` + ####5) I get an error stating "unexpected '>' " or "unexpected '{' ". You probably have an open `(` somewhere in your code. Double check it with a fine tooth comb to make sure you've closed all of your `()`, `{}`and `[]`. + ####6) My code seems to work but my answers don't match the sample output. Are you taking the mean of the mean value for each file? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. + + a <- c(1:5) + b <- c(1:10) + c <- c(10:15) + + mean(c(a,b,c)) + [1] 6.904762 + + mean(c(mean(a),mean(b),mean(c))) + [1] 7 + +You want the first approach, not the second. + ####7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". @@ -47,12 +65,14 @@ Essentially, there are 2 options to solve this. The first is to not use a subse The other alternative is to replace the `==` with `%in%`. In this case, the %in% operator will check each value of `id` against every value in the `ID` column, which is what you want. The downside to this approach is that it will probably be very, very slow if you've followed the tutorial example to create `pollutantmean()`. + ####8) How do I subset for either `nitrate` or `sulfate` when I calculate the mean? If you wanted to subset nitrate, you would do that with `dat[, "nitrate"]`. Likewise you would use `dat[, "sulfate"]` for sulfate. When the function gets called you'll have something like: `pollutantmean(directory = "specdata", pollutant = "nitrate", id = 1:332)`. So if you have either `pollutant = "nitrate"` or `pollutant = "sulfate"`, what would you put in place of `"sulfate"` and `"nitrate"` in subsetting examples above so that it would work in either case? + ####9) I'm subsetting my data frame using `dat$pollutant` but it doesn't seem to be working. Recall from the lectures that $ makes R look for a literal name match. That's not what you want. You want to subset by the value of pollutant (either "sulfate" or "nitrate"), not by "pollutant" since you don't have a column by that name. So, you need to use brackets instead of $. From 8f2ea0838d2436e3134792a5357d1970de752075 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:32:02 -0500 Subject: [PATCH 08/34] Update FAQ.md --- FAQ.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/FAQ.md b/FAQ.md index e3a721c..9395123 100644 --- a/FAQ.md +++ b/FAQ.md @@ -8,27 +8,32 @@ You're not submitting via the Coursera website are you? You need to re-read the Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. + ####2) Do I need to round my answers to match the sample output? No. You don't need to do any rounding to your results to pass the submission tests. + ####3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? You're correct that there are only 3 parts to assignment 1. The 10 parts could probably me more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of thests. + ####4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : argument "id" is missing, with no default" You didn't assign a default value to `id`. The first line of your function should look exactly like the one in the instructions: `pollutantmean <- function(directory, pollutant, id = 1:332) {` + ####5) I get an error stating "unexpected '>' " or "unexpected '{' ". You probably have an open `(` somewhere in your code. Double check it with a fine tooth comb to make sure you've closed all of your `()`, `{}`and `[]`. + ####6) My code seems to work but my answers don't match the sample output. Are you taking the mean of the mean value for each file? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. @@ -46,6 +51,7 @@ Are you taking the mean of the mean value for each file? That doesn't work math You want the first approach, not the second. + ####7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". Subsetting by ID works when id is a vector of length 1. However, when id = 1:10 for example, you have a problem. The issue goes back to the SWIRL example (and maybe lecture?) regarding how R handles vectors of differing lengths. @@ -66,6 +72,7 @@ Essentially, there are 2 options to solve this. The first is to not use a subse The other alternative is to replace the `==` with `%in%`. In this case, the %in% operator will check each value of `id` against every value in the `ID` column, which is what you want. The downside to this approach is that it will probably be very, very slow if you've followed the tutorial example to create `pollutantmean()`. + ####8) How do I subset for either `nitrate` or `sulfate` when I calculate the mean? If you wanted to subset nitrate, you would do that with `dat[, "nitrate"]`. Likewise you would use `dat[, "sulfate"]` for sulfate. When the function gets called you'll have something like: `pollutantmean(directory = "specdata", pollutant = "nitrate", id = 1:332)`. @@ -73,6 +80,7 @@ If you wanted to subset nitrate, you would do that with `dat[, "nitrate"]`. Like So if you have either `pollutant = "nitrate"` or `pollutant = "sulfate"`, what would you put in place of `"sulfate"` and `"nitrate"` in subsetting examples above so that it would work in either case? + ####9) I'm subsetting my data frame using `dat$pollutant` but it doesn't seem to be working. Recall from the lectures that $ makes R look for a literal name match. That's not what you want. You want to subset by the value of pollutant (either "sulfate" or "nitrate"), not by "pollutant" since you don't have a column by that name. So, you need to use brackets instead of $. From 2b76087d50f56287e67888df602f8e219488e965 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:35:32 -0500 Subject: [PATCH 09/34] Update FAQ.md --- FAQ.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/FAQ.md b/FAQ.md index 9395123..ed7f094 100644 --- a/FAQ.md +++ b/FAQ.md @@ -21,8 +21,7 @@ You're correct that there are only 3 parts to assignment 1. The 10 parts could -####4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : - argument "id" is missing, with no default" +####4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : argument "id" is missing, with no default" You didn't assign a default value to `id`. The first line of your function should look exactly like the one in the instructions: `pollutantmean <- function(directory, pollutant, id = 1:332) {` From d38a07a20bab8f856fa693dc79dbce34cb570a96 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:36:32 -0500 Subject: [PATCH 10/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index ed7f094..58519e2 100644 --- a/FAQ.md +++ b/FAQ.md @@ -17,7 +17,7 @@ No. You don't need to do any rounding to your results to pass the submission te ####3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? -You're correct that there are only 3 parts to assignment 1. The 10 parts could probably me more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of thests. +You're correct that there are only 3 parts to assignment 1. The 10 parts could probably me more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of the tests. From 3735dd9c1ea351207bc3413253963d95055d4e8c Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:37:46 -0500 Subject: [PATCH 11/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 58519e2..d2fee49 100644 --- a/FAQ.md +++ b/FAQ.md @@ -35,7 +35,7 @@ You probably have an open `(` somewhere in your code. Double check it with a fi ####6) My code seems to work but my answers don't match the sample output. -Are you taking the mean of the mean value for each file? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. +Are you calculating the mean value for each file and then taking the mean of those means? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. a <- c(1:5) b <- c(1:10) From 70ce756f80c963627b53f44bddc32fcb905da5cf Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:38:46 -0500 Subject: [PATCH 12/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index d2fee49..242676b 100644 --- a/FAQ.md +++ b/FAQ.md @@ -53,7 +53,7 @@ You want the first approach, not the second. ####7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". -Subsetting by ID works when id is a vector of length 1. However, when id = 1:10 for example, you have a problem. The issue goes back to the SWIRL example (and maybe lecture?) regarding how R handles vectors of differing lengths. +Subsetting by `ID` works when `id` is a vector of length 1. However, when `id = 1:10` for example, you have a problem. The issue goes back to the SWIRL example (and maybe lecture?) regarding how R handles vectors of differing lengths. An example: From 7cea997a8037e15db76eb601aea721462e8c8af6 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Thu, 18 Sep 2014 22:41:41 -0500 Subject: [PATCH 13/34] Update FAQ.md --- FAQ.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/FAQ.md b/FAQ.md index 242676b..3aea29b 100644 --- a/FAQ.md +++ b/FAQ.md @@ -53,6 +53,8 @@ You want the first approach, not the second. ####7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". +You probably have a line of code that looks something like this: `dat_subset <- dat[which(dat[ , "ID"] == id), ]` + Subsetting by `ID` works when `id` is a vector of length 1. However, when `id = 1:10` for example, you have a problem. The issue goes back to the SWIRL example (and maybe lecture?) regarding how R handles vectors of differing lengths. An example: From 7a4c48e359e254196af620740f988a50b6bd2b5d Mon Sep 17 00:00:00 2001 From: derekfranks Date: Fri, 19 Sep 2014 08:23:22 -0500 Subject: [PATCH 14/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 3aea29b..637706d 100644 --- a/FAQ.md +++ b/FAQ.md @@ -7,7 +7,7 @@ You're not submitting via the Coursera website are you? You need to re-read the Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. - +If you're using the `submit()` script and still getting this error, double check to make sure you're not printing the results rather than returning them. In other words, the final line of your code should not contain `print()`. Use `return()` instead. ####2) Do I need to round my answers to match the sample output? From a9525cf94ddedcb52cbe44835ff98c000d73bd4b Mon Sep 17 00:00:00 2001 From: derekfranks Date: Fri, 19 Sep 2014 08:23:58 -0500 Subject: [PATCH 15/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 637706d..09dc7ba 100644 --- a/FAQ.md +++ b/FAQ.md @@ -7,7 +7,7 @@ You're not submitting via the Coursera website are you? You need to re-read the Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. -If you're using the `submit()` script and still getting this error, double check to make sure you're not printing the results rather than returning them. In other words, the final line of your code should not contain `print()`. Use `return()` instead. +If you're using the `submit()` script and still getting this error, double check to make sure you're not printing the results rather than returning them. In other words, the final line of your code should not contain `print()`. Use `return()` instead (you may not have to do this as R automagically returns the final line of a function.. ####2) Do I need to round my answers to match the sample output? From c063c3c35c075cd8c3584c0b4b7356a6ad6c48b6 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Fri, 10 Oct 2014 09:16:13 -0500 Subject: [PATCH 16/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 09dc7ba..b9838cc 100644 --- a/FAQ.md +++ b/FAQ.md @@ -17,7 +17,7 @@ No. You don't need to do any rounding to your results to pass the submission te ####3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? -You're correct that there are only 3 parts to assignment 1. The 10 parts could probably me more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of the tests. +You're correct that there are only 3 parts to assignment 1. The 10 parts could probably be more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of the tests. From 2e19e0e7b90359a9f93180e5d8356c1799eeb9bc Mon Sep 17 00:00:00 2001 From: derekfranks Date: Fri, 10 Oct 2014 09:22:00 -0500 Subject: [PATCH 17/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index b9838cc..6df72c0 100644 --- a/FAQ.md +++ b/FAQ.md @@ -7,7 +7,7 @@ You're not submitting via the Coursera website are you? You need to re-read the Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. -If you're using the `submit()` script and still getting this error, double check to make sure you're not printing the results rather than returning them. In other words, the final line of your code should not contain `print()`. Use `return()` instead (you may not have to do this as R automagically returns the final line of a function.. +If you're using the `submit()` script and still getting this error, double check to make sure you're not printing the results rather than returning them. In other words, the final line of your code should not contain `print()`. Use `return()` instead (you may not have to do this as R automagically returns the final line of a function). ####2) Do I need to round my answers to match the sample output? From 652a293aea3d927d45a60246567068828b18e15b Mon Sep 17 00:00:00 2001 From: derekfranks Date: Fri, 17 Oct 2014 11:41:18 -0500 Subject: [PATCH 18/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 6df72c0..23a3ba5 100644 --- a/FAQ.md +++ b/FAQ.md @@ -11,7 +11,7 @@ If you're using the `submit()` script and still getting this error, double check ####2) Do I need to round my answers to match the sample output? -No. You don't need to do any rounding to your results to pass the submission tests. +No. You don't need to do any rounding of your results to pass the submission tests. From 3515f9f2ca65d56961ca6f8936718b529ab06032 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Sun, 19 Oct 2014 21:26:26 -0500 Subject: [PATCH 19/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 23a3ba5..0efa76f 100644 --- a/FAQ.md +++ b/FAQ.md @@ -35,7 +35,7 @@ You probably have an open `(` somewhere in your code. Double check it with a fi ####6) My code seems to work but my answers don't match the sample output. -Are you calculating the mean value for each file and then taking the mean of those means? That doesn't work mathematically. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. +Are you calculating the mean value for each file and then taking the mean of those means? That's not the correct approach. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. a <- c(1:5) b <- c(1:10) From 645691f2cf5a3949c9a0358787e8e8880255d201 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Mon, 3 Nov 2014 08:41:44 -0600 Subject: [PATCH 20/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index 0efa76f..f619cb1 100644 --- a/FAQ.md +++ b/FAQ.md @@ -68,7 +68,7 @@ Each value of y gets added to x. But because y is shorter than x, after adding 5 That's what is happening with the subset when id is a vector longer than 1. The first row gets compared to the first value of id. The second row gets compared to the second value of id, etc. It repeats id until it gets to the end of the vector or data frame you're subsetting. The warning is telling you that the length of dat$nitrate or dat$sulfate is not divisible by the length of id. -Essentially, there are 2 options to solve this. The first is to not use a subset for `id` at all. You presumably already have a loop in your code, so instead of combining all 332 files together, why not just combine only the files specified by `id` in the first place? +Essentially, there are 2 options to solve this. The first is to not use a subset for `id` at all. You presumably already have a loop in your code, so instead of combining all 332 files together, why not use that loop to combine only the files specified by `id` in the first place? The other alternative is to replace the `==` with `%in%`. In this case, the %in% operator will check each value of `id` against every value in the `ID` column, which is what you want. The downside to this approach is that it will probably be very, very slow if you've followed the tutorial example to create `pollutantmean()`. From df49ec213b54f49a95173b631a8c37c6c9f4de63 Mon Sep 17 00:00:00 2001 From: derekfranks Date: Mon, 3 Nov 2014 08:43:53 -0600 Subject: [PATCH 21/34] Update FAQ.md --- FAQ.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FAQ.md b/FAQ.md index f619cb1..017c758 100644 --- a/FAQ.md +++ b/FAQ.md @@ -1,4 +1,4 @@ -#FAQ's +##FAQs I thought I would pull together some frequently asked questions regarding Programming Assignment 1 that regularly show up on the forums. ####1) My code runs fine and my answers match the sample output, but whenever I try to submit, I get a message telling me that my answer is incorrect. From e3759981aec5e80c23b384a0269ba858c1e6cefa Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Thu, 13 Nov 2014 19:57:42 -0600 Subject: [PATCH 22/34] Updates --- Practice_Assignment.pdf | Bin 188495 -> 189535 bytes practice_assignment.rmd | 6 +++++- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/Practice_Assignment.pdf b/Practice_Assignment.pdf index 833df4eec49210918442d561e5821f6abad48d96..3eb2f3739a44039ff43aa08b1c9d81e985b03225 100644 GIT binary patch delta 6997 zcmai1c|26__czx*RQ3jyv6F4~MfQxy(yFpX_H9(w64w%yq%<;-C2OHjL?}@t6p|%t z_Uu9^h2Q0~d_Rppe)k`*d+z&rpYwj7^E~rts^t3ej;jCz0|hx)Pq``k(Qo#fBPkbM zWakvAG&PJ`He`y-DF)EFo~zZ4Vq>u%EWZ%1a8Wni|`pmH62 zMIx^&bE{>Cw;UO>vb=C^jFK&|H?FUyD`4oA`%}}CkEYIKpBd70>6XYZE;g4N_q%>t zxk7W@M9+F}i(C}=%^%sK3-h=?UUO8}{Nj-eU3VKFu3=?@z5#oXwUczz@rjO;xKAFD zagI;t;!q(LJ&6`?tnh(faQM7FA-9Gr&Z{0gY;@x%jY?5cN><8owiDe{*egH(dcdWE zcIef%SZY_aQ|%4BanHczXC3duh7jBD__i(H80mau{wgI9yr6aRd^7*U9{reG5qT4A zH|6>tQPA6zIHKf(MtZk3}7!^ob2;`bN%^`8!8kgA}c<_*-E||7xzBJd~mip+|XDV zqf&Dw+h=N>hL5uLoeUBcdNL-HHq)y8Cg7{bs<;YoRqK)0hgsy=kCnJgX!sGhg4Z9X zORt*tMy10)TXx>d%j8@-QXrSGC}do3!OqrGtEIp+XY~U-_UIt0Yg;wnE?2n4WB(mL zV_3evrrbj4pI&shaOhL_RM&V2*b{z_vjw`{@r8~~jH)&Cqk9#Ds z)q+hYzSW{0(XvCj@H!>!($b3IAYLU0o23<(Td!)d!&WOg*Xp7i8DVy%em3_@q^QVk zkAal5%lS4*Ac2N#OFWq{iB|2PFki@^&cu*wS2#JlhZPrdon-rvQ3BbvE(DXlnbEnQ z7jkurKLq9GzOQSJG<~V=)ZMwRYVd_~WC0)49Ua$UM(2#ZGV@@i-y6~7^F!>xn`Hmf z4s8$B>g7f6lbs(wbR2il-+%F)3jFmWMT6;d)f4zRJ5Y>YLE^^#^cSn(@y38SEvppY z39+5B>zcxrN(aTiWjIy#;)bK!+RZ4n@Fm&g(6(l`M}9u@vxi2`nO}aE;J?qmG=$42 z!(hbuo)C8%ktae1w^m}Sr!lfNmkv~*rjBlGz6wJM9^=_!zT3Fo<PCy=7#iuSgDt$J~-hj9liG2-Ht3WN&yq@#K|`h{V^G$>b_c?V8%wU*y#D zOzt!AFq5d}nAF$be!~m(FUuo%9M?G%B!VOz&xV1;Vp%gNht2^vdSP$EzQ#HcS>L*@ zK%FewefMDcTwds4s9}`t8OxE%&=8tW6aAP>bxZ?2Zg1av^$1)>3rEqTuPr0Rww_H?#kuPCwmns+=2+Nf#4jOZ`!|d zStYiCB431-W)ce=PK@|kE6XzJ?Z`Q6C)e8bK<6;sa$sH0u&I9KcK_A+(>=&DLq2Z> zR;#)e$|gG~O52BW&kpLoy?S?`&FzuPVR>=vQq;PR(L&M zn2@LHQdm=C6DnjlU~KtgV=O$E$1G_#zJE;1ngA;-KYe{GxGJwHtfb{*RbC9sVtRdt z*|WSSWINBVrre=hhHlcgE4lAuC*KYl4`F{>>xz!KE<8^)SPCK7n$uR$N-83Me z?9@S?ddJg;?B~UW*E*73j>IzycUb6X-#nJLrjlo6q^jREO=&Q$ z>iz7UZ8a>je-Jwx5$T)y+92uJah)lrgU;LoXDR_`stej4FV>wiR)u-Y3}c+}m#yruUlVEppP<1{ z%!`+H3WHJ-CIa@!&iPiXPojY{C{wuy5~;!!rw02cQRgy(v2#LOsuj(*g5bP^;S7wrOg<=K%QuR+Hl{6=Hsp`cu>vwo1j1f?{jGJ6{5x)i z;PylCB9p4T9eMe=ni_NFt?~;gSN(hvk+eZngYx)9Oh2OcG9PPmr%oblvK#ykPx-9x_QfX!jlc1bxKS zS}@SwiA8a(^qq-bbBM6szD%DL_1k9RHQ7=%`$zRZRqD`QdELLsi37z7E4LVBKYMXIU6Rg4^{PTtN) z42Fn7(vT^#V4Inl*U)p`pyhm%L}HQJ8(-m{$X)v^&yI36XMssIonKD7rdjouoOGg#WzI?| za#F@Dl@j$yF*`9cHI1gDmgN>nDkrV73oT6xFCc+szlF}PxtedPH4yK03T|8o9lci+ zm31!f!@HWSgXJ&sg60902GJy6pTctF1@Z`*cc^_D`^V|wnyHbtqXczl~6ZY zJB_%d06&p^v_wqiSm>#%3fs=cBpx?1kAg2xeA2AA7bO|?96xk!H(hK$+FWD@>(K3G zw*Wf9+$T8ViRnkDSCqxjiklLIo#(1wzoYtV)ngYy&0ZHxd+|tannJNN(~kpwU1GD} zC#wW^1iK|2rcY8k0!*C5!Pe$d4$?xXf8@6`sxJ?oPdjos)@TAANp&So)9+dETJ;m07bD=-c-ulLUyC5v|lrKZ!@(h2OVTzzRS(d*``R$%qt5E``IZK-*CAQ#gX+h z`ojy8f|?&);uebIr?nEqj9>eu5Stp!_SPiK8)qo!uqg`t3PU#8l+RQ0b{G&%yyWKs zD}H)`lP_tg@7pg`6wr#SX!#v)J|6WfV^&z3|8?MLhHe3iW4YL>^##%Azu&!?(=8~F ztNM9Lip6-L$!sdDuCR3W7d7&fEv$vs71t zp_}Fl!__DJWzT%fEne!Me6RFd%X?IM30Rxi-3fk}{`i4*mDMwJ6~p#0gY-H`<<=|o zs>3d@Kq?xPUeOFMJCr(2Gmr)O8>{ZD!5VAkx@{6GC7Zx|QT)9A9`ozu-;=(?oy*PV5 z!DmwiCh^8o#Xi~DMbzVP9joLnwrAEm_uT`_t7D672lSrZoys_FIJviNveBg2dE)lL z?s$F6$DSVSC3^>4sqoMbqnQ4g9oGX0l)z$#SS>fN0G2)5MHMdklddyaY2GsO=he0s zB*fYXQ(W~Ms@Kfy6YDuof~F&7%{z~a3Xhae=ky5(`#g%;dp&pDl%j35n3htxVZb?-E4&;U z5rl@D0x8#~;!d5=397g|nbtN1^E1*bdv2rQU;J^g;~@VzE=oz*=hX|$Tx>LIc6#W@ z%L8u%X4>lEVFCDOn4=0J-`|jtcB|}T5$YC`ATr3#vLYFyl14NhqThSL^g^qq6||H5 zMLoD?5CGiJ{rN6@(#tG=;Av`PpX|Pg@t658{h4m^?npu=nwyUb+3|#OLlK56%gUp&N?ki34u4>)Q zENML(wyix*Ktisa!@BQ)45DwWbUX^Y()dmz@{D}GdH?R0uZ($k&b_y{;k12mXASv{ zGA4xg=oNv*p;^_PORj5*74t_ZPDZN=wsGaKpKuy;EU0Q`4|0?~ub_2=AFeN8NxlHb zakFb-69ti4Kl%mP+KO$YT1(zmvzQ=`VVPb0?IN}v;I{zSTh!P zqj|BLGdhD@qz57T%JSPvC8Tynfal~ttnWft`=obo-ys%TbwBcpPHu#?d_ntTl-9BM z(C8V}{bH`7mDhR%`xPaFdy$#O-AV@W9eWfncRPu!XcZ0V~KU!YMiZHFLTbtV2ei?P7l=jXXTGFoJep}rrAg5lvb|)32mIQ$p zvY(cdhnMr(a#4e#_Q+32mF!DdMHtystUA znYg51)KlK1ymDm-C(kmReEFU1&^DgWb3>^oC9!hx1IiWX-ch%lW-h_m`01*;@D>Z# z%)}PajAC-8x^;@+kI~@Mr*6)BUgS%-&sPc-l*(MWYy+y!Cr{pW4Oa5I&^NNn3kgrSrI|ORLfqgy9Rh^zC4`_2Ceb zqUQo>fTD$PeYK4kEy{qikYC>)1`trR8wNxey0FIJ2mr$r?li)~U|8BfvOuA&aok}T zj-C_+D9|L6AMs%~G1zRi1ZL4K%h`! 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z{PkgZ^oKU`xLY9`hYH-4y*rcx8uFd^b>m@7AdCqJjyJ-mj~8ME2AYPNqSl$BF{W?< zAP6Xw9{}S7064kvo~Srm%UHPCFmcHUfdD|r{i1>Z|BI3=e~wmy4h9M)pP!>u+QPs9 zCcr;GCMPDmfBu08pdbSF7Y2cWA7UWzz12S^|Bo#Q2>zRgfWecAF3>E{VPI&z>jfGr zDmnrNP4>7%tB?Q#1Rop*0Kx_DZ_NL4d><9yKJf<_90q|WKf6NX;J$yG@vmn<1PB6y z|AoN;$;Ve{WJvIXM*t82`oA0r1VjGq;+_YCKgbUN0zqM*hddA%fp~}k;E@0LL;jCo z{}=-V9}*z|$b)_;@vmZLkuDa06b6u z01>>`=08d!|8K7YV2JyfcpyIv@poSXz;Mt5hxgM2{!2liARP3dO!qegz=JX&?*|er z2zwAU5CQ=_%mgS1`K!5rf>6Nyr|bv)4uFCF!tRIsVK4|V2m(buGzNnoc0UjShCZB< zd+c7Dzib5sA1HXwga4Hr0(?Kg|7}b7KdT0E->}K5w`gMK2ti3%s37>i_LQ_791aFc z%K)SS2#B1tv@8$~6Jrwj|58kt#KiDkxmmcndAiy>!vi89AcP Date: Sun, 25 Jan 2015 22:39:32 -0600 Subject: [PATCH 25/34] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0b75c8c..86549dc 100644 --- a/README.md +++ b/README.md @@ -11,4 +11,4 @@ The instructions are available in rmd and pdf formats. Just unzip the diet_data.zip file into your R working directory so that you've got a folder called 'diet_data' which contains 5 csv files. I've included directions for doing this within R in the instructions. -Hopefully others will find this useful. +Also, once you start working on assignment 1, take a look at the FAQ linked above. It addresses probably 80% of the questions people have when they get stuck. From a63f0fbca645db1f1c31daae093b2f85b29fb705 Mon Sep 17 00:00:00 2001 From: Felix Obenauer Date: Thu, 12 Feb 2015 22:29:43 +0100 Subject: [PATCH 26/34] Fix typos --- practice_assignment.rmd | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/practice_assignment.rmd b/practice_assignment.rmd index 82bf3d0..0ae47fe 100644 --- a/practice_assignment.rmd +++ b/practice_assignment.rmd @@ -47,7 +47,7 @@ Alternatively, you could look at the dimensions of the data.frame: dim(andy) ``` -This tells us that we 30 rows of data in 4 columns. There are some other commands we might want to run to get a feel for a new data file, `str()`, `summary()`, and `names()`. +This tells us that we have 30 rows of data in 4 columns. There are some other commands we might want to run to get a feel for a new data file, `str()`, `summary()`, and `names()`. ```{r} str(andy) @@ -67,7 +67,7 @@ We can do the same thing to find his final weight on Day 30: andy[30, "Weight"] ``` -Alternatively, you could create a subset of the 'Weight' column where the data where 'Day' is equal to 30. +Alternatively, you could create a subset of the 'Weight' column where the value of the 'Day' column is equal to 30. ```{r} andy[which(andy$Day == 30), "Weight"] andy[which(andy[,"Day"] == 30), "Weight"] @@ -255,13 +255,13 @@ Hopefully, this has given you some practice applying the basic concepts from wee *** -One last quick note: The approach I'm showing above for building the data frame is submoptimal. It works, but generally speaking, you don't want to build data frames or vectors by copying and re-copying them inside of a loop. If you've got a lot of data it can become very, very slow. However, this tutorial is meant to provide an introduction to these concepts, and you can use this approach successfully for programming assignments 1 and 3. +One last quick note: The approach I'm showing above for building the data frame is suboptimal. It works, but generally speaking, you don't want to build data frames or vectors by copying and re-copying them inside of a loop. If you've got a lot of data it can become very, very slow. However, this tutorial is meant to provide an introduction to these concepts, and you can use this approach successfully for programming assignments 1 and 3. If you're interested in learning the better approach, check out Hadley Wickam's excellent material on functionals within R: http://adv-r.had.co.nz/Functionals.html. But if you're new to both programming and R, I would skip it for now as it will just confuse you. Come back and revisit it (and the rest of this section) once you are able to write working functions using the approach above. However, for those of you that do want to see a better way to create a dataframe.... -The main issue with the approach above is growing an object inside of loop by copying and recopying it. It works, but it's slow and if you've got a lot of data, it will probably cause issues. The better approach is to create an output object of an appropriate size and then fill it up. +The main issue with the approach above is growing an object inside of a loop by copying and recopying it. It works, but it's slow and if you've got a lot of data, it will probably cause issues. The better approach is to create an output object of an appropriate size and then fill it up. So the first thing we do is create an empty list that's the length of our expected output. In this case, our input object is going to be `files_full` and our empty list is going to be `tmp`. 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zeTp#@K|DJAbPP=t;Z$Qn(MY20z~6Eay+gsz_z8#p-8BC!W;oG+)6c@;n6oh?;xrK~ z9EJV2oz(w%JHXMHM0!$2;WK=&aN?v+mqI{bn8Zv{855#>%5rk@a2QsB*vQIqXhkIj w2tpBxfuc|t1q4!tTk8LX7;?+VfL)%NIzN5xY-t6CVi9l%49w53q^=D9FMcB5O#lD@ diff --git a/practice_assignment.rmd b/practice_assignment.rmd index 0ae47fe..e7a8d64 100644 --- a/practice_assignment.rmd +++ b/practice_assignment.rmd @@ -259,9 +259,9 @@ One last quick note: The approach I'm showing above for building the data frame If you're interested in learning the better approach, check out Hadley Wickam's excellent material on functionals within R: http://adv-r.had.co.nz/Functionals.html. But if you're new to both programming and R, I would skip it for now as it will just confuse you. Come back and revisit it (and the rest of this section) once you are able to write working functions using the approach above. -However, for those of you that do want to see a better way to create a dataframe.... +So for those of you that do want to see a better way to create a dataframe.... -The main issue with the approach above is growing an object inside of a loop by copying and recopying it. It works, but it's slow and if you've got a lot of data, it will probably cause issues. The better approach is to create an output object of an appropriate size and then fill it up. +As I said before, the main issue with the approach above is growing an object inside of a loop by copying and recopying it. It works, but it's slow and inefficient. The better approach is to create an output object of an appropriate size and then fill it up. So the first thing we do is create an empty list that's the length of our expected output. In this case, our input object is going to be `files_full` and our empty list is going to be `tmp`. @@ -280,14 +280,14 @@ for (i in seq_along(files_full)) { str(tmp) ``` -What we just did was read in each of the csv files and place them inside of our list. Now we have a list of 5 elements called `tmp`, where each element of the list is a data frame containing one of the csv files. It just so happens that what we just did is functionally identical to using `lapply`. +What we just did was read in each of the csv files and place them inside of our list. Now we have a list of 5 elements called `tmp`, where each element of the list is a data frame containing one of the csv files. It just so happens that this is functionally identical to using `lapply`. ```{r} str(lapply(files_full, read.csv)) ``` -This is part of the power of the apply family of functions. You don't have to worry about the "housekeeping" of looping, and instead you can focus on the function you're using. When you or somebody else comes back weeks later and reads through your code, it's easier to understand what you were doing and why. If somebody says that the apply functions are more "expressive", this is what they mean. +This is part of the power of the apply family of functions. You don't have to worry about the "housekeeping" of looping, and instead you can focus on the function you're using. When you or somebody else comes back weeks or months later and reads through your code, it's easier to understand what you were doing and why. If somebody says that the apply functions are more "expressive", this is what they're talking about. Now we still need to go from a list to a single data frame, although you *can* manipulate the data within this structure: @@ -296,7 +296,19 @@ str(tmp[[1]]) head(tmp[[1]][,"Day"]) ``` -We can use a function called `do.call()` to combine `tmp` into a single data frame. `do.call` lets you specify a function and then passes a list as if each element of the list were an argument to the function. The syntax is `do.call(function_you_want_to_use, list_of_arguments)`. In our case, we want to `rbind()` our list of data frames, `tmp`. + +One way to do this would be to manually `rbind` everything together: + +```{r} +output <- rbind(tmp[[1]], tmp[[2]], tmp[[3]], tmp[[4]], tmp[[5]]) +str(output) +``` + + +But of course there's a better way. We can use a function called `do.call()` to combine `tmp` into a single data frame with much less typing. `do.call` lets you specify a function and then passes a list as if each element of the list were an argument to the function. + +The syntax is `do.call(function_you_want_to_use, list_of_arguments)`. In our case, we want to `rbind()` our list of data frames, `tmp`. + ```{r} output <- do.call(rbind, tmp) From 4c4d6ad76e985c4dd52b0119cf91d772e27788f0 Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Thu, 2 Jul 2015 18:27:55 -0500 Subject: [PATCH 29/34] updates --- .Rhistory | 15 +++++++++++++++ Practice_Assignment.pdf | Bin 196924 -> 224101 bytes practice_assignment.rmd | 8 +++++++- 3 files changed, 22 insertions(+), 1 deletion(-) create mode 100644 .Rhistory diff --git a/.Rhistory b/.Rhistory new file mode 100644 index 0000000..f7c61b9 --- /dev/null +++ b/.Rhistory @@ -0,0 +1,15 @@ +list.files("diet_data") +files_full <- list.files("diet_data", full.names=TRUE) +summary(files_full) +tmp <- vector(mode = "list", length = length(files_full)) +summary(tmp) +for (i in seq_along(files_full)) { +tmp[[i]] <- read.csv(files_full[[i]]) +} +str(tmp) +str(tmp[[1]]) +head(tmp[[1]][,"Day"]) +output <- do.call(rbind, tmp) +str(output) +output <- rbind(tmp[[1]], tmp[[2]], tmp[[3]], tmp[[4]], tmp[[5]]) +str(output) diff --git a/Practice_Assignment.pdf b/Practice_Assignment.pdf index 58ee1d897c6bf7a8a8af8705785070192c6aaaf7..fbc88e0eb7e796e1e6e9841be0fc95bc2f697f47 100644 GIT binary patch delta 93133 zcmb5VWpEwct}SY2W@hGPX0~HyW@cv0GBd^)GsP4$Gscb?V`gS%eo6M(=Y0FrtylN{ zXf1WO=4|~~H8nIObp#>o%_AnL@QLfOu&|i_5ib9&+5XY=SlEAGEG&}${m%H0=I}@S zHE>O=Apz33nwz>=J37!YvC@(V3c{H?m^qr*z;TnXko@_j(PQJ{{C#o#S*7+zc>WRA ze}vnAi~spN@1JM?{<83&8?!&+e+>R=|MCyO#-&I7`=!Mni@(nQZwG1r?G8^O3Kokl zfaSMWDkRL3)^7U$@D;%JFK0>k`Qe!5%pEM=GHb zNcPO~2n12PPT#&Yil>w53!dJ*-DNM~$`lpQ#3kiTLp$fz-{fpKU{nOrczL5;JuqWa zA26F?l}i1nt?M07C#l4slMUt`700mb9boms@5&i>FY42j@3grdFD}*S7w$TY3N2i( zZ(`J#8&qdY30XT$izWt68qyF-(X!fNqUBP5r50R}EP|c>e2(Xd2!V#*m2OUDcYWNp zH%>Jqj`bbqL9$m5H-9I+Nq?-4yMw-Mf8=4;1`ev$mF2Y;Ks)@%JgUy1~<|8_r36?G-x+UXo0exVvR)#N<#fPM2DFk{WV^jHZZNbeyWO9 zIWXBS`Qxc|#w}Ig&6g(I=ecrP&VO(*m`ult zuayO7Jgjd#i+v_5sQs=*&w`szvDQ}hlES48aq7rVi_3Iuu~Hr|8rpuOgJ(ny8C;<5 zI9<@;#=YSQrGqMUaf1i>9U^m0n5DP4*l8|kApu|dk}(S+Fz{C0F!h1GW4O8#FFp97 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assignment. From 92862c9d6a9443b948a7da49eee017d71153ae89 Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Fri, 17 Jul 2015 18:51:31 -0500 Subject: [PATCH 30/34] Delete diet_data.zip --- diet_data.zip | Bin 1124 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 diet_data.zip diff --git a/diet_data.zip b/diet_data.zip deleted file mode 100644 index 7c5e1649c98b59376c24713cfbfa1b83f6857188..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1124 zcmWIWW@Zs#U|`^2_!hXq#n$uv+8QA53nNH`fx$5^rBW}sxGeUZHs4_bftJL$mE|uO z#csSd?+J;SDjL0NDvQbqmF@it(+@QG-*Eu;N`zwt?Tx)1+)|vUf=rg;;&y)5wG6Y zM7`Q>FUYIKSo9~c?Na|2^(5|KQtpvgJ)le!1hb_2*-+qY;c*O`dO?B=*Y9s;PlGR$OF6ef+8q5 zT>>G&c_iDqEMe)Qrd2vO4tOz55}16)uFaTRY>#XFXZ_sO?$v)!#Xa2{GV}GeHNJLF ztL*kYuj*K}L*%I8)R!|GC1)xd8yXiINj7gZ4ol9L=~--e91 z9fA`DBpnZ{e6)SUhH#%HFfg0ga`h{K?t?|QZ)SEXEV`Wx1>6$-56MLw=qUR&Yoba7 z2Vbn=P7{_8-rf7d%jyb`JU_SjeB%Df$}j6LmKs;xym4=G-rst=yT^}fuy-km*xod* 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d7e5418..9c01664 100644 --- a/practice_assignment.rmd +++ b/practice_assignment.rmd @@ -261,7 +261,100 @@ Hopefully, this has given you some practice applying the basic concepts from wee *** -One last quick note: The approach I'm showing above for building the data frame is suboptimal. It works, but generally speaking, you don't want to build data frames or vectors by copying and re-copying them inside of a loop. If you've got a lot of data it can become very, very slow. However, this tutorial is meant to provide an introduction to these concepts, and you can use this approach successfully for programming assignments 1 and 3. +##FAQs +I thought I would pull together some frequently asked questions regarding Programming Assignment 1 that regularly show up on the forums. + +####1) My code runs fine and my answers match the sample output, but whenever I try to submit, I get a message telling me that my answer is incorrect. + +You're not submitting via the Coursera website are you? You need to re-read the Assignment 1 instructions (all of them). + +Instead of submitting via the website, you need to use the `submit()` script. A link and more detailed instructions are included in the "Grading" section of the assignment 1 instructions. + +If you're using the `submit()` script and still getting this error, double check to make sure you're not printing the results rather than returning them. In other words, the final line of your code should not contain `print()`. Use `return()` instead (you may not have to do this as R automagically returns the final line of a function). + +####2) Do I need to round my answers to match the sample output? + +No. You don't need to do any rounding of your results to pass the submission tests. + + + +####3) I only see 3 parts to the assignment. What are these 10 parts listed on the assignment page? + +You're correct that there are only 3 parts to assignment 1. The 10 parts could probably be more accurately described as tests. The `submit()` script will run your code with a variety of different parameters to test it. If there are issues with your function, it may only pass some of the tests. + + + +####4) My `pollutantmean()` passes the first 3 tests, but fails the 4th with the error message: "Error in pollutantmean("specdata", "nitrate") : argument "id" is missing, with no default" + +You didn't assign a default value to `id`. The first line of your function should look exactly like the one in the instructions: `pollutantmean <- function(directory, pollutant, id = 1:332) {` + + + +####5) I get an error stating "unexpected '>' " or "unexpected '{' ". + +You probably have an open `(` somewhere in your code. Double check it with a fine tooth comb to make sure you've closed all of your `()`, `{}`and `[]`. + + + +####6) My code seems to work but my answers don't match the sample output. + +Are you calculating the mean value for each file and then taking the mean of those means? That's not the correct approach. You need to combine all of the relevant data into a single data frame or vector and take the mean of *that*. + + a <- c(1:5) + b <- c(1:10) + c <- c(10:15) + + mean(c(a,b,c)) + [1] 6.904762 + + mean(c(mean(a),mean(b),mean(c))) + [1] 7 + +You want the first approach, not the second. + + + +####7) My function seems to work when `id` is a single value but I get the following error message when it's something like `70:72`: "In pollutant1$ID == 1:332 : longer object length is not a multiple of shorter object length". + +You probably have a line of code that looks something like this: `dat_subset <- dat[which(dat[ , "ID"] == id), ]` + +Subsetting by `ID` works when `id` is a vector of length 1. However, when `id = 1:10` for example, you have a problem. The issue goes back to the SWIRL example (and maybe lecture?) regarding how R handles vectors of differing lengths. + +An example: + + > x <- 1:10 + > y <- 1:5 + > x + y + [1] 2 4 6 8 10 7 9 11 13 15 + +Each value of y gets added to x. But because y is shorter than x, after adding 5+5, R starts over from the beginning of y and adds 6+1, 7+2, etc. + +That's what is happening with the subset when id is a vector longer than 1. The first row gets compared to the first value of id. The second row gets compared to the second value of id, etc. It repeats id until it gets to the end of the vector or data frame you're subsetting. The warning is telling you that the length of dat$nitrate or dat$sulfate is not divisible by the length of id. + +Essentially, there are 2 options to solve this. The first is to not use a subset for `id` at all. You presumably already have a loop in your code, so instead of combining all 332 files together, why not use that loop to combine only the files specified by `id` in the first place? + +The other alternative is to replace the `==` with `%in%`. In this case, the %in% operator will check each value of `id` against every value in the `ID` column, which is what you want. The downside to this approach is that it will probably be very, very slow if you've followed the tutorial example to create `pollutantmean()`. + + + +####8) How do I subset for either `nitrate` or `sulfate` when I calculate the mean? + +If you wanted to subset nitrate, you would do that with `dat[, "nitrate"]`. Likewise you would use `dat[, "sulfate"]` for sulfate. When the function gets called you'll have something like: `pollutantmean(directory = "specdata", pollutant = "nitrate", id = 1:332)`. + +So if you have either `pollutant = "nitrate"` or `pollutant = "sulfate"`, what would you put in place of `"sulfate"` and `"nitrate"` in subsetting examples above so that it would work in either case? + + + +####9) I'm subsetting my data frame using `dat$pollutant` but it doesn't seem to be working. + +Recall from the lectures that $ makes R look for a literal name match. That's not what you want. You want to subset by the value of pollutant (either "sulfate" or "nitrate"), not by "pollutant" since you don't have a column by that name. So, you need to use brackets instead of $. + +That could be either something like [[pollutant]] or [, pollutant] + + +###10) My code runs for a really long time (especially on submission #4) + +This is due to the way that the loop is being used in this practice assignment. The approach I'm showing for building the data frame is suboptimal. It works, but generally speaking, you don't want to build data frames or vectors by copying and re-copying them inside of a loop. If you've got a lot of data it can become very, very slow. However, this tutorial is meant to provide an introduction to these concepts, and you can use this approach successfully for programming assignments 1 and 3. If you're interested in learning the better approach, check out Hadley Wickam's excellent material on functionals within R: http://adv-r.had.co.nz/Functionals.html. But if you're new to both programming and R, I would skip it for now as it will just confuse you. Come back and revisit it (and the rest of this section) once you are able to write working functions using the approach above. From 0c8a84de9f472c42cf097e2a8db22e5099cd5d2f Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Sat, 18 Jul 2015 19:39:00 -0500 Subject: [PATCH 32/34] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 86549dc..99f6567 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ practice_assignment There's been a lot of discussion regarding the significant gap between the lectures from weeks 1 and 2 and Programming Assignment 1 in the R Programming class on Coursera. -If you're not familiar with R and you're not familiar with programming concepts (sometimes even if you are), Programming Assignment 1 can feel like you're getting thrown in the deep end of the pool after a 5 minute lesson on how to swim. +While technically you're shown everything you need to know in order to complete the assignment, if you're not familiar with programming concepts (sometimes even if you are), Programming Assignment 1 can feel like you're getting thrown in the deep end of the pool after a 5 minute lesson on how to swim. I've created a practice programming assignment that should help bridge the gap. It walks you through some basic concepts and ultimately helps you create a function bringing those concepts all together. It does not provide a solution for Programming Assignment 1, but if you can work your way through this guided example, you should have the tools to complete part 1 of assignment 1. Part 2 and 3 are a little more complicated, but build on the ideas from part 1. From bb851c76e1bf9ccc4bc3514487117b77d3972325 Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Sat, 18 Jul 2015 19:40:26 -0500 Subject: [PATCH 33/34] Update README.md --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index 99f6567..d421f91 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,4 @@ I've created a practice programming assignment that should help bridge the gap. The instructions are available in rmd and pdf formats. -Just unzip the diet_data.zip file into your R working directory so that you've got a folder called 'diet_data' which contains 5 csv files. I've included directions for doing this within R in the instructions. - -Also, once you start working on assignment 1, take a look at the FAQ linked above. It addresses probably 80% of the questions people have when they get stuck. +Also, once you start working on assignment 1, take a look at the FAQ included at the end of the practice assignment. It addresses probably 80% of the questions people have when they get stuck. From e1d9bffc84b98a2deaf0b0cbfdaa3a32dc6a8f2d Mon Sep 17 00:00:00 2001 From: Derek Franks Date: Sat, 18 Jul 2015 19:42:56 -0500 Subject: [PATCH 34/34] Update to FAQ --- Practice_Assignment.pdf | Bin 249710 -> 249796 bytes practice_assignment.rmd | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/Practice_Assignment.pdf b/Practice_Assignment.pdf index 74f37fcf50e3e3d60175573573ab9d3f49881158..3601d3687c6529d76201c4d1fada1cabc3100af7 100644 GIT binary patch delta 4551 zcmai1c{r5o|Bg{)Nhm5U64`n8c}HX`8B5Zs6wx8sisEERcuAowWgUfZ$Wls0$dWD5 zN!Az@C0RltTd4GVo%21vZ@u%!cdl!$nd^S<=XpN&{kfmdTr+xI_;HHx-9tJw6oF&7 z+~tXO3zw69g(3_76}t6)xJpm|#TRE=Qi}^8PH`6)sIE9y$yjf9vGkUOnq+xWzWn^# zZ8dA1ZcO{IXO>?4S}U#Kj3=F$Z4hKfJ}6v2G9uA9zRE4zm#yxL9UpmQK9(}yuBIlF zJ9My>-}aq>(_EBjnxuu(9CuxL^M$8TvR3Bugg5reqI`BVM{#1=51+Z-X-l=cwj#WW zcU8>~Wal<7KYvycq;*&TmRU%6+J$(|nhrBXSE?g!a0lYjK^$8%qZD~R8FsZ-b>dB63CnWIrf z-7!R*+xZ=q*=rUAgRezY9tI3?ls{p;#fqVTTLS5Px1YNU3l1s0Qy(3FUKP(Aob(9~ zR^m64mCbdWKhh{3{FG~yU3c416p?%>P~!We#ytNd6Mf2`%$l5c0lG5;b>DH@d9&2o z^yRu!kLg}6&mUf`+4Raa$5z(XVZ7Y5HNTJW@+grE)s9?ozE

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If you run into a problem you can't solve while working on assignment 1, take a look through this section. ####1) My code runs fine and my answers match the sample output, but whenever I try to submit, I get a message telling me that my answer is incorrect.