From 4183160727996d51d49da6553e289c4bcacfc6af Mon Sep 17 00:00:00 2001 From: ari798 Date: Mon, 13 Jul 2020 00:33:55 -0400 Subject: [PATCH 1/4] edited graphs 1, 2 and 3 --- HW02_A_Graph-Fails.Rmd | 218 +++++++++++++++++++++++++---------------- 1 file changed, 131 insertions(+), 87 deletions(-) diff --git a/HW02_A_Graph-Fails.Rmd b/HW02_A_Graph-Fails.Rmd index eb8937c..a14154f 100644 --- a/HW02_A_Graph-Fails.Rmd +++ b/HW02_A_Graph-Fails.Rmd @@ -1,87 +1,131 @@ ---- -title: "What went wrong?" -author: "Robert Gruener" -date due: "7/13/2020" -output: github_document ---- - -```{r setup, include=TRUE} -knitr::opts_chunk$set(echo = TRUE, error = TRUE) -``` - -## HW02 Part A - -In this document, I will add some examples of some coding mistakes, it is up to you to figure out why the graphs are messing up. - -### First load packages - -It is always best to load the packages you need at the top of a script. It's another common coding formatting standard (like using the assignment operator instead of the equals sign). In this case, it helps people realize what they need to install for the script and gives an idea of what functions will be called. - -It is also best coding practice to only call the packages you use, so if you use a package but end up tossing the code you use for it, then make sure to remove loading it in the first place. For example, I could use `library("tidyverse")` but since this script will only be using ggplot2, I only load ggplot2. - -```{r load libraries} -library("ggplot2") -library("magrittr") #so I can do some piping -``` - - -### Graph Fail 1 - -What error is being thrown? How do you correct it? (hint, the error message tells you) - -```{r} -data(mpg) #this is a dataset from the ggplot2 package - -mpg %>% - ggplot(mapping = aes(x = city, y = hwy, color = "blue")) %>% - geom_point() - -``` - -### Graph Fail 2 -Why aren't the points blue? It is making me blue that the points in the graph aren't blue :`( -```{r} -ggplot(data = mpg) + - geom_point(mapping = aes(x = displ, y = hwy, color = "blue")) - -``` - - - -### Graph Fail 3 -Two mistakes in this graph. First, I wanted to make the the points slightly bolder, but changing the alpha to 2 does nothing. What does alpha do and what does setting it to 2 do? What could be done instead if I want the points slightly bigger? - -Second, I wanted to move the legend on top of the graph since there aren't any points there, putting it at approximately the point/ordered pair (5, 40). How do you actually do this? Also, how do you remove the legend title ("class")? Finally, how would you remove the plot legend completely? -```{r} -mpg %>% -ggplot() + - geom_point(mapping = aes(x = displ, y = hwy, color = class), alpha = 2) + - theme(legend.direction = "horizontal") + - theme(legend.position = c(5, 40)) - -``` - -### Graph Fail 4 -I wanted just one smoothing line. Just one line, to show the general relationship here. But that's not happening. Instead I'm getting 3 lines, why and fix it please? - -```{r} -mpg %>% -ggplot(mapping = aes(x = displ, y = hwy, color = drv)) + - geom_point() + - geom_smooth(se = F) #se = F makes it so it won't show the error in the line of fit -``` - -### Graph Fail 5 -I got tired of the points, so I went to boxplots instead. However, I wanted the boxes to be all one color, but setting the color aesthetic just changed the outline? How can I make the box one color, not just the outline? - -Also, the x-axis labels were overlaping, so I rotated them. But now they overlap the bottom of the graph. How can I fix this so axis labels aren't on the graph? - - -```{r} -ggplot(data = mpg, mapping = aes(x = manufacturer, y = cty, color = manufacturer)) + - geom_boxplot() + - theme(axis.text.x = element_text(angle = 45)) -``` - - - +--- +title: "What went wrong?" +author: "Robert Gruener" +date due: "7/13/2020" +output: github_document +--- + +```{r setup, include=TRUE} +knitr::opts_chunk$set(echo = TRUE, error = TRUE) +``` + +## HW02 Part A + +In this document, I will add some examples of some coding mistakes, it is up to you to figure out why the graphs are messing up. + +### First load packages + +It is always best to load the packages you need at the top of a script. It's another common coding formatting standard (like using the assignment operator instead of the equals sign). In this case, it helps people realize what they need to install for the script and gives an idea of what functions will be called. + +It is also best coding practice to only call the packages you use, so if you use a package but end up tossing the code you use for it, then make sure to remove loading it in the first place. For example, I could use `library("tidyverse")` but since this script will only be using ggplot2, I only load ggplot2. + +```{r load libraries} +library("ggplot2") +library("magrittr") #so I can do some piping +``` + + +### Graph Fail 1 + +What error is being thrown? How do you correct it? (hint, the error message tells you) + +```{r} + +#ORIGINAL CODE WITH ERROR: +#data(mpg) #this is a dataset from the ggplot2 package + +#mpg %>% +# ggplot(mapping = aes(x = city, y = hwy, color = "blue")) %>% +# geom_point() + +#EDITED CODE: +data(mpg) #this is a dataset from the ggplot2 package + + ggplot(mpg, aes(x = cty, y = hwy, color = "blue")) + + geom_point() + +``` + +### Graph Fail 2 +Why aren't the points blue? It is making me blue that the points in the graph aren't blue :`( +```{r} + +#ORIGINAL CODE WITH ERROR: +#ggplot(data = mpg) + +# geom_point(mapping = aes(x = displ, y = hwy, color = "blue")) + +#EDITED CODE: +ggplot(data = mpg, aes(x = displ, y = hwy)) + + geom_point(color = "blue") + +``` + + +### Graph Fail 3 +Two mistakes in this graph. First, I wanted to make the the points slightly bolder, but changing the alpha to 2 does nothing. What does alpha do and what does setting it to 2 do? What could be done instead if I want the points slightly bigger? + +ANSWER: +Changing the alpha value changes the transparency of the points: + alpha = 1 : opaque + alpha = 0 : transparent + + i am not sure what setting alpha = 2 does. i can not see any changes when i generate the plot + + you could use size to make the points larger + +Second, I wanted to move the legend on top of the graph since there aren't any points there, putting it at approximately the point/ordered pair (5, 40). How do you actually do this? Also, how do you remove the legend title ("class")? Finally, how would you remove the plot legend completely? + +ANSWER: + c(1,1) - places the legend in the upper right hand corner, start there and then adjust the numbers untl in the right location + add legend.title = element_blank() to remove the title + change legend.position = "none" to remove the plot legend entirely +```{r} +#ORIGINAL CODE WITH ERROR +#mpg %>% +#ggplot() + +# geom_point(mapping = aes(x = displ, y = hwy, color = class), alpha = 2) + +# theme(legend.direction = "horizontal") + +# theme(legend.position = c(5, 40)) + +#EDITED CODE +mpg %>% +ggplot() + + geom_point(mapping = aes(x = displ, y = hwy, color = class), size = 3) + + theme(legend.direction = "horizontal") + + theme(legend.position = c(0.6,0.85)) + + theme(legend.title = element_blank()) + +#to remove the legend completely +mpg %>% +ggplot() + + geom_point(mapping = aes(x = displ, y = hwy, color = class), size = 3) + + theme(legend.direction = "horizontal") + + theme(legend.position = "none") + +``` + + +### Graph Fail 4 +I wanted just one smoothing line. Just one line, to show the general relationship here. But that's not happening. Instead I'm getting 3 lines, why and fix it please? + +```{r} +mpg %>% +ggplot(mapping = aes(x = displ, y = hwy, color = drv)) + + geom_point() + + geom_smooth(se = F) #se = F makes it so it won't show the error in the line of fit +``` + +### Graph Fail 5 +I got tired of the points, so I went to boxplots instead. However, I wanted the boxes to be all one color, but setting the color aesthetic just changed the outline? How can I make the box one color, not just the outline? + +Also, the x-axis labels were overlaping, so I rotated them. But now they overlap the bottom of the graph. How can I fix this so axis labels aren't on the graph? + + +```{r} +ggplot(data = mpg, mapping = aes(x = manufacturer, y = cty, color = manufacturer)) + + geom_boxplot() + + theme(axis.text.x = element_text(angle = 45)) +``` + + + From 118d85ac4d2e11b6ebdcacf58e28b4660cb2dbdf Mon Sep 17 00:00:00 2001 From: ari798 Date: Mon, 13 Jul 2020 14:33:49 -0400 Subject: [PATCH 2/4] completion of part A --- HW02_A_Graph-Fails.Rmd | 46 +++++++++++++++++++++++++++++++----------- 1 file changed, 34 insertions(+), 12 deletions(-) diff --git a/HW02_A_Graph-Fails.Rmd b/HW02_A_Graph-Fails.Rmd index a14154f..f13fb15 100644 --- a/HW02_A_Graph-Fails.Rmd +++ b/HW02_A_Graph-Fails.Rmd @@ -1,6 +1,6 @@ --- title: "What went wrong?" -author: "Robert Gruener" +author: "Ariana Tortolani" date due: "7/13/2020" output: github_document --- @@ -32,11 +32,11 @@ What error is being thrown? How do you correct it? (hint, the error message tell ```{r} #ORIGINAL CODE WITH ERROR: -#data(mpg) #this is a dataset from the ggplot2 package +data(mpg) #this is a dataset from the ggplot2 package -#mpg %>% -# ggplot(mapping = aes(x = city, y = hwy, color = "blue")) %>% -# geom_point() +mpg %>% + ggplot(mapping = aes(x = city, y = hwy, color = "blue")) %>% + geom_point() #EDITED CODE: data(mpg) #this is a dataset from the ggplot2 package @@ -51,8 +51,8 @@ Why aren't the points blue? It is making me blue that the points in the graph ar ```{r} #ORIGINAL CODE WITH ERROR: -#ggplot(data = mpg) + -# geom_point(mapping = aes(x = displ, y = hwy, color = "blue")) +ggplot(data = mpg) + + geom_point(mapping = aes(x = displ, y = hwy, color = "blue")) #EDITED CODE: ggplot(data = mpg, aes(x = displ, y = hwy)) + @@ -81,11 +81,11 @@ ANSWER: change legend.position = "none" to remove the plot legend entirely ```{r} #ORIGINAL CODE WITH ERROR -#mpg %>% -#ggplot() + -# geom_point(mapping = aes(x = displ, y = hwy, color = class), alpha = 2) + -# theme(legend.direction = "horizontal") + -# theme(legend.position = c(5, 40)) +mpg %>% +ggplot() + + geom_point(mapping = aes(x = displ, y = hwy, color = class), alpha = 2) + + theme(legend.direction = "horizontal") + + theme(legend.position = c(5, 40)) #EDITED CODE mpg %>% @@ -108,23 +108,45 @@ ggplot() + ### Graph Fail 4 I wanted just one smoothing line. Just one line, to show the general relationship here. But that's not happening. Instead I'm getting 3 lines, why and fix it please? +ANSWER: +so when i removed color = dry the three different color distincts disappear and there is one smooth line going across the entire dataset. i am not sure if there is a way to have one smooth line going across the data with it being grouped by the three different categories? + ```{r} +#ORIGINAL CODE mpg %>% ggplot(mapping = aes(x = displ, y = hwy, color = drv)) + geom_point() + geom_smooth(se = F) #se = F makes it so it won't show the error in the line of fit + +#EDITED CODE +mpg %>% +ggplot(mapping = aes(x = displ, y = hwy)) + + geom_point() + + geom_smooth(se = F) #se = F makes it so it won't show the error in the line of fit ``` ### Graph Fail 5 I got tired of the points, so I went to boxplots instead. However, I wanted the boxes to be all one color, but setting the color aesthetic just changed the outline? How can I make the box one color, not just the outline? +ANSWER: +Using color will just change the outline, by using fill you can change the entire box color. + Also, the x-axis labels were overlaping, so I rotated them. But now they overlap the bottom of the graph. How can I fix this so axis labels aren't on the graph? +ANSWER: +Use hjust to change the position of the text on the x axis + ```{r} +#ORIGINAL CODE ggplot(data = mpg, mapping = aes(x = manufacturer, y = cty, color = manufacturer)) + geom_boxplot() + theme(axis.text.x = element_text(angle = 45)) + +#EDITED CODE +ggplot(data = mpg, mapping = aes(x = manufacturer, y = cty, fill = manufacturer)) + + geom_boxplot() + + theme(axis.text.x = element_text(angle = 45, hjust = 1)) ``` From a02704428280eeb5a1e2d0d5810dd28cf1456b75 Mon Sep 17 00:00:00 2001 From: ari798 Date: Mon, 13 Jul 2020 16:56:53 -0400 Subject: [PATCH 3/4] completed assignment --- .DS_Store | Bin 0 -> 6148 bytes .gitignore | 4 + HW02.Rproj | 13 + HW02_A_Graph-Fails.md | 118 +++++ HW02_B_Mimic.html | 943 ++++++++++++++++++++------------------- HW02_B_Mimic_starter.Rmd | 229 ++++++---- README.md | 3 + 7 files changed, 740 insertions(+), 570 deletions(-) create mode 100644 .DS_Store create mode 100644 .gitignore create mode 100644 HW02.Rproj create mode 100644 HW02_A_Graph-Fails.md diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..0754ffc77881c69bef8d51afc45add79ef22b375 GIT binary patch literal 6148 zcmeHK&2G~`5S~o}Y=RIuR3gW{^cJN2fKU%et||SwRdPiRElO-95KG36Vy6)pBfm!b zMty?5PG@#EK~dnq1tK&f&3?1iww}(wcr#6(19MV-Ou%#!4zJ?F|K3?5u_OVq^$|0!7`l%Q4(P7 zT`-HnH0yNkMWtGM^!SOC4cU0s_~=cOrI-2HB6a=wCH2nzY#LbmB1xjP?FS#i$#U4- zdzZwSAI6ipE)K^NOt~6_@i4j*|E@)~?1~jmO9gFaylM z4l`i4EctYYpOGJp8DIwf4Fj}4C{#knVrfus9oW$CBgJckBxuuJf>2p>ES3f_f+9>Q zqA3;jiXlun`jyRdES3gMIS4&7j$>yQ_J$(#?C4iI9fV_$TV{Y6*kqt;x=lL&-~ayp zzgfgRW`G&^uNV-uBk#z?SF&g8*2~dZt58R%B$QVgT$iAsk7CTFqqv2t1^tQ)M8{%j S5IrdTBcN&Eh8g&)3_Ji67F=)u literal 0 HcmV?d00001 diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5b6a065 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +.Rproj.user +.Rhistory +.RData +.Ruserdata diff --git a/HW02.Rproj b/HW02.Rproj new file mode 100644 index 0000000..8e3c2eb --- /dev/null +++ b/HW02.Rproj @@ -0,0 +1,13 @@ +Version: 1.0 + +RestoreWorkspace: Default +SaveWorkspace: Default +AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: Sweave +LaTeX: pdfLaTeX diff --git a/HW02_A_Graph-Fails.md b/HW02_A_Graph-Fails.md new file mode 100644 index 0000000..6d2d05f --- /dev/null +++ b/HW02_A_Graph-Fails.md @@ -0,0 +1,118 @@ +What went wrong? +================ +Robert Gruener + +``` r +knitr::opts_chunk$set(echo = TRUE, error = TRUE) +``` + +## HW02 Part A + +In this document, I will add some examples of some coding mistakes, it +is up to you to figure out why the graphs are messing up. + +### First load packages + +It is always best to load the packages you need at the top of a script. +It’s another common coding formatting standard (like using the +assignment operator instead of the equals sign). In this case, it helps +people realize what they need to install for the script and gives an +idea of what functions will be called. + +It is also best coding practice to only call the packages you use, so if +you use a package but end up tossing the code you use for it, then make +sure to remove loading it in the first place. For example, I could use +`library("tidyverse")` but since this script will only be using ggplot2, +I only load ggplot2. + +``` r +library("ggplot2") +library("magrittr") #so I can do some piping +``` + +### Graph Fail 1 + +What error is being thrown? How do you correct it? (hint, the error +message tells you) + +``` r +data(mpg) #this is a dataset from the ggplot2 package + +mpg %>% + ggplot(mapping = aes(x = city, y = hwy, color = "blue")) %>% + geom_point() +``` + + ## Error: `mapping` must be created by `aes()` + ## Did you use %>% instead of +? + +### Graph Fail 2 + +Why aren’t the points blue? It is making me blue that the points in the +graph aren’t blue :\`( + +``` r +ggplot(data = mpg) + + geom_point(mapping = aes(x = displ, y = hwy, color = "blue")) +``` + +![](HW02_A_Graph-Fails_files/figure-gfm/unnamed-chunk-2-1.png) + +### Graph Fail 3 + +Two mistakes in this graph. First, I wanted to make the the points +slightly bolder, but changing the alpha to 2 does nothing. What does +alpha do and what does setting it to 2 do? What could be done instead if +I want the points slightly bigger? + +Second, I wanted to move the legend on top of the graph since there +aren’t any points there, putting it at approximately the point/ordered +pair (5, 40). How do you actually do this? Also, how do you remove the +legend title (“class”)? Finally, how would you remove the plot legend +completely? + +``` r +mpg %>% +ggplot() + + geom_point(mapping = aes(x = displ, y = hwy, color = class), alpha = 2) + + theme(legend.direction = "horizontal") + + theme(legend.position = c(5, 40)) +``` + +![](HW02_A_Graph-Fails_files/figure-gfm/unnamed-chunk-3-1.png) + +### Graph Fail 4 + +I wanted just one smoothing line. Just one line, to show the general +relationship here. But that’s not happening. Instead I’m getting 3 +lines, why and fix it please? + +``` r +mpg %>% +ggplot(mapping = aes(x = displ, y = hwy, color = drv)) + + geom_point() + + geom_smooth(se = F) #se = F makes it so it won't show the error in the line of fit +``` + + ## `geom_smooth()` using method = 'loess' and formula 'y ~ x' + +![](HW02_A_Graph-Fails_files/figure-gfm/unnamed-chunk-4-1.png) + +### Graph Fail 5 + +I got tired of the points, so I went to boxplots instead. However, I +wanted the boxes to be all one color, but setting the color aesthetic +just changed the outline? How can I make the box one color, not just the +outline? + +Also, the x-axis labels were overlaping, so I rotated them. But now they +overlap the bottom of the graph. How can I fix this so axis labels +aren’t on the graph? + +``` r +ggplot(data = mpg, mapping = aes(x = manufacturer, y = cty, color = manufacturer)) + + geom_boxplot() + + theme(axis.text.x = element_text(angle = 45)) +``` + +![](HW02_A_Graph-Fails_files/figure-gfm/unnamed-chunk-5-1.png) diff --git a/HW02_B_Mimic.html b/HW02_B_Mimic.html index 6df167d..29c255f 100644 --- a/HW02_B_Mimic.html +++ b/HW02_B_Mimic.html @@ -1,471 +1,472 @@ - - - - - - - - - - - - - - -HW02_B_Graph-Mimic - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- - - - - - - -
library("ggplot2")
-library("magrittr") #so I can do some piping
-data("diamonds")
-data("mpg")
-data("iris")
-theme_set(theme_bw()) #I'll give you this one, you can set the theme individually for graphs
-#or you can set the theme for all the graphs using theme_set()
-#theme_bw() is best theme (IMO)
-
-#for graph 3:
-library("ggrepel")
-
-

HW02 Part B

-

For this part of the HW, the goal is to try to recreate the graphs I make from scratch. I will only provide the MD, not the actual code I used to create it besides which data I use to create it. The rest will be up to you.

-

Try for all 4, but if you are struggling don’t worry about it. Try your best for each, if you don’t get everything that’s what the peer-review is for. :smile:

-
-

Graph 1

-
data("diamonds")
-#hint think about the *position* the bars are in...
-

Using the diamonds dataset, make this graph:

-
-
-

Graph 2

-
data("iris")
-

Using the iris dataset, make this graph:

-
## `geom_smooth()` using formula 'y ~ x'
-

-
-
-

Graph 3

-

You’ll need the information in this first box to create the graph

-
data("mpg")
-corvette <- mpg[mpg$model == "corvette",]
-#install
-require("ggrepel") #useful for making text annotations better, hint hint
-set.seed(42)
-

Now using the mpg dataset and the corvette dataset, make this graph:

-

-

There is a trick to getting the model and year to print off together. paste() is a useful function for this, also pasting together parts of file names and parts of urls together.

-
-
-

Graph 4

-
data(mpg)
-
-#hint for the coloring, colorbrewer and you can set palette colors and make your graphs colorblind friendly
-library(RColorBrewer)
-display.brewer.all(colorblindFriendly = T) #take a look at the colorblindfriendly options
-

-

The above graph lets you see some colobrlind friendly palettes. For the graph below, I used Set2.

-

Now using the above mpg dataset, make this graph

-

-
-
- - - - -
- - - - - - - - - - - - - - - + + + + + + + + + + + + + +HW02_B_Mimic.utf8 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + +
+

HW02_B_Graph-Mimic

+

Robert Gruener

+
library("ggplot2")
+library("magrittr") #so I can do some piping
+data("diamonds")
+data("mpg")
+data("iris")
+theme_set(theme_bw()) #I'll give you this one, you can set the theme individually for graphs
+#or you can set the theme for all the graphs using theme_set()
+#theme_bw() is best theme (IMO)
+
+#for graph 3:
+library("ggrepel")
+
+

HW02 Part B

+

For this part of the HW, the goal is to try to recreate the graphs I make from scratch. I will only provide the MD, not the actual code I used to create it besides which data I use to create it. The rest will be up to you.

+

Try for all 4, but if you are struggling don’t worry about it. Try your best for each, if you don’t get everything that’s what the peer-review is for. :smile:

+
+

Graph 1

+
data("diamonds")
+#hint think about the *position* the bars are in...
+

Using the diamonds dataset, make this graph:

+
+
+

Graph 2

+
data("iris")
+

Using the iris dataset, make this graph:

+
## `geom_smooth()` using formula 'y ~ x'
+

+
+
+

Graph 3

+

You’ll need the information in this first box to create the graph

+
data("mpg")
+corvette <- mpg[mpg$model == "corvette",]
+#install
+require("ggrepel") #useful for making text annotations better, hint hint
+set.seed(42)
+

Now using the mpg dataset and the corvette dataset, make this graph:

+

+

There is a trick to getting the model and year to print off together. paste() is a useful function for this, also pasting together parts of file names and parts of urls together.

+
+
+

Graph 4

+
data(mpg)
+
+#hint for the coloring, colorbrewer and you can set palette colors and make your graphs colorblind friendly
+library(RColorBrewer)
+display.brewer.all(colorblindFriendly = T) #take a look at the colorblindfriendly options
+

+

The above graph lets you see some colobrlind friendly palettes. For the graph below, I used Set2.

+

Now using the above mpg dataset, make this graph

+

+
+
+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/HW02_B_Mimic_starter.Rmd b/HW02_B_Mimic_starter.Rmd index 1e96b3e..827e569 100644 --- a/HW02_B_Mimic_starter.Rmd +++ b/HW02_B_Mimic_starter.Rmd @@ -1,99 +1,130 @@ ---- -title: "HW02_B_Graph-Mimic" -author: "YOUR NAME HERE" -output: github_document ---- - -```{r setup, include=FALSE} -knitr::opts_chunk$set(echo = FALSE) -``` - - -```{r load libraries, echo = TRUE, include=TRUE} -library("ggplot2") -library("magrittr") #so I can do some piping -data("diamonds") -data("mpg") -data("iris") -theme_set(theme_bw()) #I'll give you this one, you can set the theme individually for graphs -#or you can set the theme for all the graphs using theme_set() -#theme_bw() is best theme (IMO) - -#for graph 3: -library("ggrepel") - - -``` - -## HW02 Part B - -For this part of the HW, the goal is to try to recreate the graphs I make from scratch. I will only provide the MD, not the actual code I used to create it besides which data I use to create it. The rest will be up to you. - -Try for all 4, but if you are struggling don't worry about it. Try your best for each, if you don't get everything that's what the peer-review is for. :smile: - - -### Graph 1 -```{r, echo = T, include = TRUE} -data("diamonds") -#hint think about the *position* the bars are in... -``` - - -Using the diamonds dataset, make this graph: -```{r graph1 code, echo=FALSE} - - -``` - -### Graph 2 -```{r, echo = T, include = TRUE} -data("iris") -``` - -Using the iris dataset, make this graph: -```{r graph 2 code, echo=FALSE} - -``` - - -### Graph 3 -You'll need the information in this first box to create the graph -```{r, echo = TRUE} -data("mpg") -corvette <- mpg[mpg$model == "corvette",] -#install -require("ggrepel") #useful for making text annotations better, hint hint -set.seed(42) -``` - -Now using the mpg dataset and the corvette dataset, make this graph: - -```{r graoh 3 code} - -``` - -There is a trick to getting the model and year to print off together. `paste()` is a useful function for this, also pasting together parts of file names and parts of urls together. - - -### Graph 4 -```{r, echo = T} -data(mpg) - -#hint for the coloring, colorbrewer and you can set palette colors and make your graphs colorblind friendly -library(RColorBrewer) -display.brewer.all(colorblindFriendly = T) #take a look at the colorblindfriendly options -``` - -The above graph lets you see some colobrlind friendly palettes. For the graph below, I used Set2. - - - -Now using the above mpg dataset, make this graph - -```{r graph 4 code} - -``` - - - - +--- +title: "HW02_B_Graph-Mimic" +author: "Ariana Tortolani" +output: github_document +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set(echo = FALSE) +``` + + +```{r load libraries, echo = TRUE, include=TRUE} +library("ggplot2") +library("magrittr") #so I can do some piping +data("diamonds") +data("mpg") +data("iris") +theme_set(theme_bw()) #I'll give you this one, you can set the theme individually for graphs +#or you can set the theme for all the graphs using theme_set() +#theme_bw() is best theme (IMO) + +#for graph 3: +library("ggrepel") + + +``` + +## HW02 Part B + +For this part of the HW, the goal is to try to recreate the graphs I make from scratch. I will only provide the MD, not the actual code I used to create it besides which data I use to create it. The rest will be up to you. + +Try for all 4, but if you are struggling don't worry about it. Try your best for each, if you don't get everything that's what the peer-review is for. :smile: + + +### Graph 1 +```{r, echo = T, include = TRUE} +data("diamonds") +#hint think about the *position* the bars are in... +``` + + +Using the diamonds dataset, make this graph: +```{r graph1 code, echo=FALSE} +ggplot(diamonds, aes(cut, fill = clarity)) + + geom_bar(position = position_dodge()) + + labs(title = "My Diamond Collection", + subtitle = "Boxplot representing the number of diamonds in my diamond collection by \ntype of cut quality and clarity of diamond") + + theme(plot.title = element_text(size = 14, face = "bold", hjust = 0.5)) + + labs (x = "Diamond Cut", y = "Number of Diamonds") + + annotate(geom = "text", x = 4, y = 4500, label = "My Best Diamonds,\nof course") + + annotate("rect", xmin = 4.5, xmax = 5.5, ymin = 0, ymax = 5000, alpha = 0.25) + +``` + +### Graph 2 +```{r, echo = T, include = TRUE} +data("iris") +``` + +Using the iris dataset, make this graph: +```{r graph 2 code, echo=FALSE} + +iris$NewOrder <- factor(iris$Species, levels = c("versicolor","setosa","virginica")) + +ggplot(iris, aes(Sepal.Length, Petal.Length, color = Species, shape = Species)) + + geom_point() + + geom_smooth(method = lm, se = FALSE, color = "black") + + facet_wrap(vars(NewOrder), scales = "free_y") + +``` + + +### Graph 3 +You'll need the information in this first box to create the graph +```{r, echo = TRUE} +data("mpg") +corvette <- mpg[mpg$model == "corvette",] +#install +require("ggrepel") #useful for making text annotations better, hint hint +set.seed(42) +``` + +Now using the mpg dataset and the corvette dataset, make this graph: + +```{r graoh 3 code} + +ggplot(mpg, aes(displ,hwy)) + + geom_point() + + geom_point(data = corvette, color = "blue") + + geom_text_repel(data = corvette, aes(label = paste("Corvette,",year))) + + scale_x_continuous(limits = c(1,8), breaks = seq(1,8,1)) + + labs(title = "Corvettes are a bit of an outlier") + + +``` + +There is a trick to getting the model and year to print off together. `paste()` is a useful function for this, also pasting together parts of file names and parts of urls together. + + +### Graph 4 +```{r, echo = T} +data(mpg) + +#hint for the coloring, colorbrewer and you can set palette colors and make your graphs colorblind friendly +library(RColorBrewer) +display.brewer.all(colorblindFriendly = T) #take a look at the colorblindfriendly options +``` + +The above graph lets you see some colobrlind friendly palettes. For the graph below, I used Set2. + + + +Now using the above mpg dataset, make this graph + +```{r graph 4 code} + +ggplot(mpg, aes(cty, class)) + + geom_jitter(aes(fill = class, color = class)) + #i dont think my points here are accurate (aka like the example figure) but i am not sure how else to get them + scale_color_brewer(palette="Set2") + + geom_boxplot(fill = NA, outlier.shape = NA) + + labs(title = "Horizontal BoxPlot of City MPG and Car Class", + x = "Car Class", + y = "City mpg") + + scale_x_continuous(breaks = seq(10,35,5)) + +``` + + + + diff --git a/README.md b/README.md index 241da2d..c7f4fe5 100644 --- a/README.md +++ b/README.md @@ -5,5 +5,8 @@ There are two parts to the HW this week. [The first assignment asks you to fix some common issues with making ggplot plots ](HW02_A_Graph-Fails.Rmd). You can find the code in that link or the file: HW02_A_Graph-Fails.Rmd +**[Link to Part A of homework assignment](HW02_A_Graph-Fails.Rmd). File name: HW02_A_Graph-Fails.Rmd** + The second part of the HW will likely be more challenging as it asks you to try to recreate the graphs from just the images. [Here is a link to the markdown file](HW02_B_Mimic.md) with the images you will try to recreate or you can just find the file "HW02_B_Mimic.md" or find the html version "HW02_B_Mimic.html" (which would need to be previewed in RStudio or opened up by an internet browser to view properlY) in the repo. To make your lives easier, I also created a "starter" document that has the same code that you can find in the markdown (but obviously the code for the graphs themselves was removed). [Here is a link to the starter document](HW02_B_Mimic_starter.Rmd) or you can look for the file "HW02_B_Mimic_starter.Rmd" +**[Link to Part B of homework assignment](HW02_B_Mimic_starter.Rmd). File name: HW02_B_Mimic_starter.Rmd** \ No newline at end of file From b13434a7d45da7d5ec04983e152fefaef69afc79 Mon Sep 17 00:00:00 2001 From: ari798 Date: Mon, 13 Jul 2020 18:24:03 -0400 Subject: [PATCH 4/4] addition of .md file for Part B of assignment (allows for figure viewing) --- HW02_B_Mimic.html | 42 ++- HW02_B_Mimic.md | 240 +++++++++++------- HW02_B_Mimic_starter.md | 89 +++++++ .../figure-gfm/graoh 3 code-1.png | Bin 0 -> 44571 bytes .../figure-gfm/graph 2 code-1.png | Bin 0 -> 50997 bytes .../figure-gfm/graph 4 code-1.png | Bin 0 -> 62649 bytes .../figure-gfm/graph1 code-1.png | Bin 0 -> 42403 bytes .../figure-gfm/unnamed-chunk-4-1.png | Bin 0 -> 43645 bytes 8 files changed, 281 insertions(+), 90 deletions(-) create mode 100644 HW02_B_Mimic_starter.md create mode 100644 HW02_B_Mimic_starter_files/figure-gfm/graoh 3 code-1.png create mode 100644 HW02_B_Mimic_starter_files/figure-gfm/graph 2 code-1.png create mode 100644 HW02_B_Mimic_starter_files/figure-gfm/graph 4 code-1.png create mode 100644 HW02_B_Mimic_starter_files/figure-gfm/graph1 code-1.png create mode 100644 HW02_B_Mimic_starter_files/figure-gfm/unnamed-chunk-4-1.png diff --git a/HW02_B_Mimic.html b/HW02_B_Mimic.html index 29c255f..b2c1f08 100644 --- a/HW02_B_Mimic.html +++ b/HW02_B_Mimic.html @@ -367,7 +367,7 @@

HW02_B_Graph-Mimic

-

Robert Gruener

+

Ariana Tortolani

library("ggplot2")
 library("magrittr") #so I can do some piping
 data("diamonds")
@@ -388,6 +388,16 @@ 

Graph 1

data("diamonds")
 #hint think about the *position* the bars are in...

Using the diamonds dataset, make this graph:

+
ggplot(diamonds, aes(cut, fill = clarity)) +
+  geom_bar(position = position_dodge()) +
+  labs(title = "My Diamond Collection", 
+       subtitle = "Boxplot representing the number of diamonds in my diamond collection by \ntype of cut quality and clarity of diamond") +
+  theme(plot.title = element_text(size = 14, face = "bold", hjust = 0.5)) +
+  labs (x = "Diamond Cut", y = "Number of Diamonds") +
+  annotate(geom = "text", x = 4, y = 4500, label = "My Best Diamonds,\nof course") +
+  annotate("rect", xmin = 4.5, xmax = 5.5, ymin = 0, ymax = 5000, alpha = 0.25)
+
+

My Graph: MY GRAPH

Graph 2

@@ -395,6 +405,15 @@

Graph 2

Using the iris dataset, make this graph:

## `geom_smooth()` using formula 'y ~ x'

+

+iris$NewOrder <- factor(iris$Species, levels = c("versicolor","setosa","virginica"))
+
+ggplot(iris, aes(Sepal.Length, Petal.Length, color = Species, shape = Species)) +
+  geom_point() +
+  geom_smooth(method = lm, se = FALSE, color = "black") +
+  facet_wrap(vars(NewOrder), scales = "free_y") 
+
+

My Graph: MY GRAPH

Graph 3

@@ -406,6 +425,16 @@

Graph 3

set.seed(42)

Now using the mpg dataset and the corvette dataset, make this graph:

+

+ggplot(mpg, aes(displ,hwy)) +
+  geom_point() + 
+  geom_point(data = corvette, color = "blue") +
+  geom_text_repel(data = corvette, aes(label = paste("Corvette,",year))) +
+  scale_x_continuous(limits = c(1,8), breaks = seq(1,8,1)) +
+  labs(title = "Corvettes are a bit of an outlier") 
+  
+
+

My Graph: MY GRAPH

There is a trick to getting the model and year to print off together. paste() is a useful function for this, also pasting together parts of file names and parts of urls together.

@@ -419,6 +448,17 @@

Graph 4

The above graph lets you see some colobrlind friendly palettes. For the graph below, I used Set2.

Now using the above mpg dataset, make this graph

+

+ggplot(mpg, aes(cty, class)) +
+  geom_jitter(aes(fill = class, color = class)) + #i dont think my points here are accurate (aka like the example figure) but i am not sure how else to get them
+  scale_color_brewer(palette="Set2") +
+  geom_boxplot(fill = NA, outlier.shape = NA) +
+  labs(title = "Horizontal BoxPlot of City MPG and Car Class",
+       x = "Car Class",
+       y = "City mpg") +
+  scale_x_continuous(breaks = seq(10,35,5))
+
+

My Graph: MY GRAPH

diff --git a/HW02_B_Mimic.md b/HW02_B_Mimic.md index 28df272..42b9c66 100644 --- a/HW02_B_Mimic.md +++ b/HW02_B_Mimic.md @@ -1,89 +1,151 @@ -HW02\_B\_Graph-Mimic -================ -Robert Gruener - -``` r -library("ggplot2") -library("magrittr") #so I can do some piping -data("diamonds") -data("mpg") -data("iris") -theme_set(theme_bw()) #I'll give you this one, you can set the theme individually for graphs -#or you can set the theme for all the graphs using theme_set() -#theme_bw() is best theme (IMO) - -#for graph 3: -library("ggrepel") -``` - -## HW02 Part B - -For this part of the HW, the goal is to try to recreate the graphs I -make from scratch. I will only provide the MD, not the actual code I -used to create it besides which data I use to create it. The rest will -be up to you. - -Try for all 4, but if you are struggling don’t worry about it. Try your -best for each, if you don’t get everything that’s what the peer-review -is for. :smile: - -### Graph 1 - -``` r -data("diamonds") -#hint think about the *position* the bars are in... -``` - -Using the diamonds dataset, make this graph: -![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-2-1.png) - -### Graph 2 - -``` r -data("iris") -``` - -Using the iris dataset, make this graph: - - ## `geom_smooth()` using formula 'y ~ x' - -![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-4-1.png) - -### Graph 3 - -You’ll need the information in this first box to create the graph - -``` r -data("mpg") -corvette <- mpg[mpg$model == "corvette",] -#install -require("ggrepel") #useful for making text annotations better, hint hint -set.seed(42) -``` - -Now using the mpg dataset and the corvette dataset, make this graph: - -![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-6-1.png) - -There is a trick to getting the model and year to print off together. -`paste()` is a useful function for this, also pasting together parts of -file names and parts of urls together. - -### Graph 4 - -``` r -data(mpg) - -#hint for the coloring, colorbrewer and you can set palette colors and make your graphs colorblind friendly -library(RColorBrewer) -display.brewer.all(colorblindFriendly = T) #take a look at the colorblindfriendly options -``` - -![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-7-1.png) - -The above graph lets you see some colobrlind friendly palettes. For the -graph below, I used Set2. - -Now using the above mpg dataset, make this graph - -![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-8-1.png) +HW02\_B\_Graph-Mimic +================ +Ariana Tortolani + +``` r +library("ggplot2") +library("magrittr") #so I can do some piping +data("diamonds") +data("mpg") +data("iris") +theme_set(theme_bw()) #I'll give you this one, you can set the theme individually for graphs +#or you can set the theme for all the graphs using theme_set() +#theme_bw() is best theme (IMO) + +#for graph 3: +library("ggrepel") +``` + +## HW02 Part B + +For this part of the HW, the goal is to try to recreate the graphs I +make from scratch. I will only provide the MD, not the actual code I +used to create it besides which data I use to create it. The rest will +be up to you. + +Try for all 4, but if you are struggling don’t worry about it. Try your +best for each, if you don’t get everything that’s what the peer-review +is for. :smile: + +### Graph 1 + +``` r +data("diamonds") +#hint think about the *position* the bars are in... +``` + +Using the diamonds dataset, make this graph: +![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-2-1.png) + +``` r +ggplot(diamonds, aes(cut, fill = clarity)) + + geom_bar(position = position_dodge()) + + labs(title = "My Diamond Collection", + subtitle = "Boxplot representing the number of diamonds in my diamond collection by \ntype of cut quality and clarity of diamond") + + theme(plot.title = element_text(size = 14, face = "bold", hjust = 0.5)) + + labs (x = "Diamond Cut", y = "Number of Diamonds") + + annotate(geom = "text", x = 4, y = 4500, label = "My Best Diamonds,\nof course") + + annotate("rect", xmin = 4.5, xmax = 5.5, ymin = 0, ymax = 5000, alpha = 0.25) + +``` + +My Graph: +![MY GRAPH](HW02_B_Mimic_starter_files/figure-gfm/graph1 code-1.png) + +### Graph 2 + +``` r +data("iris") +``` + +Using the iris dataset, make this graph: + + ## `geom_smooth()` using formula 'y ~ x' + +![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-4-1.png) + +```r + +iris$NewOrder <- factor(iris$Species, levels = c("versicolor","setosa","virginica")) + +ggplot(iris, aes(Sepal.Length, Petal.Length, color = Species, shape = Species)) + + geom_point() + + geom_smooth(method = lm, se = FALSE, color = "black") + + facet_wrap(vars(NewOrder), scales = "free_y") + +``` + +My Graph: +![MY GRAPH](HW02_B_Mimic_starter_files/figure-gfm/graph 2 code-1.png) + +### Graph 3 + +You’ll need the information in this first box to create the graph + +``` r +data("mpg") +corvette <- mpg[mpg$model == "corvette",] +#install +require("ggrepel") #useful for making text annotations better, hint hint +set.seed(42) +``` + +Now using the mpg dataset and the corvette dataset, make this graph: + +![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-6-1.png) + +```r + +ggplot(mpg, aes(displ,hwy)) + + geom_point() + + geom_point(data = corvette, color = "blue") + + geom_text_repel(data = corvette, aes(label = paste("Corvette,",year))) + + scale_x_continuous(limits = c(1,8), breaks = seq(1,8,1)) + + labs(title = "Corvettes are a bit of an outlier") + + +``` + +My Graph: +![MY GRAPH](HW02_B_Mimic_starter_files/figure-gfm/graoh 3 code-1.png) + + +There is a trick to getting the model and year to print off together. +`paste()` is a useful function for this, also pasting together parts of +file names and parts of urls together. + +### Graph 4 + +``` r +data(mpg) + +#hint for the coloring, colorbrewer and you can set palette colors and make your graphs colorblind friendly +library(RColorBrewer) +display.brewer.all(colorblindFriendly = T) #take a look at the colorblindfriendly options +``` + +![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-7-1.png) + +The above graph lets you see some colobrlind friendly palettes. For the +graph below, I used Set2. + +Now using the above mpg dataset, make this graph + +![](HW02_B_Mimic_files/figure-gfm/unnamed-chunk-8-1.png) + + +```r + +ggplot(mpg, aes(cty, class)) + + geom_jitter(aes(fill = class, color = class)) + #i dont think my points here are accurate (aka like the example figure) but i am not sure how else to get them + scale_color_brewer(palette="Set2") + + geom_boxplot(fill = NA, outlier.shape = NA) + + labs(title = "Horizontal BoxPlot of City MPG and Car Class", + x = "Car Class", + y = "City mpg") + + scale_x_continuous(breaks = seq(10,35,5)) + +``` + +My Graph: +![MY GRAPH](HW02_B_Mimic_starter_files/figure-gfm/graph 4 code-1.png) diff --git a/HW02_B_Mimic_starter.md b/HW02_B_Mimic_starter.md new file mode 100644 index 0000000..0e2e9f9 --- /dev/null +++ b/HW02_B_Mimic_starter.md @@ -0,0 +1,89 @@ +HW02\_B\_Graph-Mimic +================ +Ariana Tortolani + +``` r +library("ggplot2") +library("magrittr") #so I can do some piping +data("diamonds") +data("mpg") +data("iris") +theme_set(theme_bw()) #I'll give you this one, you can set the theme individually for graphs +#or you can set the theme for all the graphs using theme_set() +#theme_bw() is best theme (IMO) + +#for graph 3: +library("ggrepel") +``` + +## HW02 Part B + +For this part of the HW, the goal is to try to recreate the graphs I +make from scratch. I will only provide the MD, not the actual code I +used to create it besides which data I use to create it. The rest will +be up to you. + +Try for all 4, but if you are struggling don’t worry about it. Try your +best for each, if you don’t get everything that’s what the peer-review +is for. :smile: + +### Graph 1 + +``` r +data("diamonds") +#hint think about the *position* the bars are in... +``` + +Using the diamonds dataset, make this graph: +![](HW02_B_Mimic_starter_files/figure-gfm/graph1%20code-1.png) + +### Graph 2 + +``` r +data("iris") +``` + +Using the iris dataset, make this graph: + + ## `geom_smooth()` using formula 'y ~ x' + +![](HW02_B_Mimic_starter_files/figure-gfm/graph%202%20code-1.png) + +### Graph 3 + +You’ll need the information in this first box to create the graph + +``` r +data("mpg") +corvette <- mpg[mpg$model == "corvette",] +#install +require("ggrepel") #useful for making text annotations better, hint hint +set.seed(42) +``` + +Now using the mpg dataset and the corvette dataset, make this graph: + +![](HW02_B_Mimic_starter_files/figure-gfm/graoh%203%20code-1.png) + +There is a trick to getting the model and year to print off together. +`paste()` is a useful function for this, also pasting together parts of +file names and parts of urls together. + +### Graph 4 + +``` r +data(mpg) + +#hint for the coloring, colorbrewer and you can set palette colors and make your graphs colorblind friendly +library(RColorBrewer) +display.brewer.all(colorblindFriendly = T) #take a look at the colorblindfriendly options +``` + +![](HW02_B_Mimic_starter_files/figure-gfm/unnamed-chunk-4-1.png) + +The above graph lets you see some colobrlind friendly palettes. 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