From 8f4f8b137eacb7ed372674cfe074f44ca11a2f92 Mon Sep 17 00:00:00 2001 From: darwinanddavis Date: Tue, 22 Oct 2019 14:22:04 -0400 Subject: [PATCH] added L7 --- .Rproj.user/ABE7B653/console06/E8FBF1BE | 160 ++++ .Rproj.user/ABE7B653/console06/INDEX001 | 2 +- .Rproj.user/ABE7B653/sources/prop/89E75701 | 2 +- .Rproj.user/ABE7B653/sources/prop/INDEX | 1 + .Rproj.user/shared/notebooks/paths | 1 + Lesson1.html | 830 ++++++++++++++++++ .../figure-html/unnamed-chunk-10-1.png | Bin 0 -> 95029 bytes .../figure-html/unnamed-chunk-11-1.png | Bin 0 -> 75605 bytes .../figure-html/unnamed-chunk-12-1.png | Bin 0 -> 94973 bytes .../figure-html/unnamed-chunk-13-1.png | Bin 0 -> 112504 bytes .../figure-html/unnamed-chunk-14-1.png | Bin 0 -> 96022 bytes .../figure-html/unnamed-chunk-15-1.png | Bin 0 -> 83906 bytes .../figure-html/unnamed-chunk-16-1.png | Bin 0 -> 67691 bytes .../figure-html/unnamed-chunk-17-1.png | Bin 0 -> 74188 bytes .../figure-html/unnamed-chunk-18-1.png | Bin 0 -> 177861 bytes 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img/lesson7_dofirst1.jpg create mode 100644 img/lesson7_dofirst2.jpg create mode 100644 img/purrr.jpg create mode 100644 img/readr.png create mode 100644 index.html diff --git a/.Rproj.user/ABE7B653/console06/E8FBF1BE b/.Rproj.user/ABE7B653/console06/E8FBF1BE index b297b57..2455ba7 100644 --- a/.Rproj.user/ABE7B653/console06/E8FBF1BE +++ b/.Rproj.user/ABE7B653/console06/E8FBF1BE @@ -1255,3 +1255,163 @@ To https://github.com/darwinanddavis/EmoRyCodingClub ]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ peopen _site.yml ]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ open _site.yml ]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ git add . +]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ git coomit mmit -m ''u'p' d' ' a't'e'd' 'l'5' 'r'm'd' 'e'g' +[master f5f9cb7] updated l5 rmd eg + 130 files changed, 6312 insertions(+), 97 deletions(-) + create mode 100644 Lesson5_rmd_cache/html/__packages + create mode 100644 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To find out more, visit: +remote: https://github.com/darwinanddavis/EmoRyCodingClub/network/alerts +remote: +To https://github.com/darwinanddavis/EmoRyCodingClub + 06169fa..f5f9cb7 master -> master +]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ git pushcommit -m 'upda ated l5 rmd eg'add . + open _site.yml git pushopen _site.yml +]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ 6300L-127771-M:ecc malishev$ git add . +]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ git coommmit ;10Dgit reset +Unstaged changes after reset: +M .Rproj.user/ABE7B653/console06/E8FBF1BE +M .Rproj.user/ABE7B653/console06/INDEX001 +M .Rproj.user/ABE7B653/sources/prop/89E75701 +M .Rproj.user/ABE7B653/sources/prop/INDEX +M .Rproj.user/shared/notebooks/paths +M Lesson5.Rmd +M Lesson5_rmd.Rmd +D Lesson5_rmd_cache/html/unnamed-chunk-4_dbc8f9ddb67855120d43447aeb3984ac.RData +D Lesson5_rmd_cache/html/unnamed-chunk-4_dbc8f9ddb67855120d43447aeb3984ac.rdb +D Lesson5_rmd_cache/html/unnamed-chunk-4_dbc8f9ddb67855120d43447aeb3984ac.rdx +M Lesson6.Rmd +M Lesson7.Rmd +M docs/Lesson5.html +M docs/Lesson5_rmd.html +M docs/Lesson6.html +M docs/index.html +]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ open site_site _site.yml +]0;~/Documents/Emory/admin/ecc6300L-127771-M:ecc malishev$ git add . \ No newline at end of file diff --git a/.Rproj.user/ABE7B653/console06/INDEX001 b/.Rproj.user/ABE7B653/console06/INDEX001 index 9b3aa3b..f0daa6b 100644 --- a/.Rproj.user/ABE7B653/console06/INDEX001 +++ b/.Rproj.user/ABE7B653/console06/INDEX001 @@ -1 +1 @@ -[{"allow_restart":true,"alt_buffer":false,"autoclose":1,"buffered_output":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n","caption":"Terminal 2","channel_id":"6680","channel_mode":1,"child_procs":false,"cols":21,"cwd":"","exit_code":1,"handle":"99035B03","interaction_mode":2,"max_output_lines":1000,"restarted":false,"rows":4,"shell_type":7,"show_on_output":false,"terminal_sequence":2,"title":"~/Documents/Emory/admin/ecc","track_env":true,"zombie":false},{"allow_restart":true,"alt_buffer":false,"autoclose":1,"buffered_output":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n","caption":"Terminal 1","channel_id":"6421","channel_mode":1,"child_procs":true,"cols":47,"cwd":"~/Documents/Emory/admin/ecc","exit_code":null,"handle":"E8FBF1BE","interaction_mode":2,"max_output_lines":1000,"restarted":true,"rows":7,"shell_type":7,"show_on_output":false,"terminal_sequence":1,"title":"~/Documents/Emory/admin/ecc","track_env":true,"zombie":false}] \ No newline at end of file +[{"allow_restart":true,"alt_buffer":false,"autoclose":1,"buffered_output":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n","caption":"Terminal 2","channel_id":"6680","channel_mode":1,"child_procs":false,"cols":21,"cwd":"","exit_code":1,"handle":"99035B03","interaction_mode":2,"max_output_lines":1000,"restarted":false,"rows":4,"shell_type":7,"show_on_output":false,"terminal_sequence":2,"title":"~/Documents/Emory/admin/ecc","track_env":true,"zombie":false},{"allow_restart":true,"alt_buffer":false,"autoclose":1,"buffered_output":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n","caption":"Terminal 1","channel_id":"6421","channel_mode":1,"child_procs":false,"cols":47,"cwd":"~/Documents/Emory/admin/ecc","exit_code":null,"handle":"E8FBF1BE","interaction_mode":2,"max_output_lines":1000,"restarted":true,"rows":12,"shell_type":7,"show_on_output":false,"terminal_sequence":1,"title":"~/Documents/Emory/admin/ecc","track_env":true,"zombie":false}] \ No newline at end of file diff --git a/.Rproj.user/ABE7B653/sources/prop/89E75701 b/.Rproj.user/ABE7B653/sources/prop/89E75701 index 0960c87..60df37c 100644 --- a/.Rproj.user/ABE7B653/sources/prop/89E75701 +++ b/.Rproj.user/ABE7B653/sources/prop/89E75701 @@ -1,4 +1,4 @@ { - 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+ + + +
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+
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+ +
+ + + + + + + + + +


+

+ + + + +
+

Lesson 1: Intro to plotting data in R with ggplot

+

 

+

Functions for Lesson 1
+?, str, glimpse, summary, table, min, max, ggplot, geom_point, geom_smooth, theme_minimal, theme_classic, theme_tufte

+

Packages for Lesson 1
+tidyverse, ggplot2, dplyr

+
+
+

Agenda

+

Data visualisation in R for Data Science, Section 3.1.1.

+ +
    +
  • Intro to the Renvironment (IDE)
    +
  • +
  • Loading packages, e.g. tidyverse
    +
  • +
  • Using built-in R data: the mpg dataset
    +
  • +
  • Using ggplot with the built-in data set (to make scatterplots)
    +
  • +
  • Modifying plot aesthetics
    +
  • +
  • Reading in outside data: Airbnb data
    +
  • +
  • Plotting Airbnb data with ggplot
  • +
+

 

+
+
+

Intro to the R environment (IDE)

+

The RStudio integrated development environment (IDE) and what you can do with it.

+ +
+

+
+ +

 

+

A more complete example of what you can acheive with the interface.

+ +
+

+
+ +

 

+
+
+

Loading packages, e.g. tidyverse

+

How to load packages in R.

+
install.packages("tidyverse")  # install package
+library(tidyverse)  # load the package library
+require(tidyverse)  # same as library    
+
+# We are typing in an R Script. Things with # in front make them comments and notes to ourselves
+# Command Return to execute the line/ 'run the code'
+

 

+
+
+

Using built-in R data: the mpg dataset

+

Section 3.2.1

+

We’ll use a built-in tidyverse dataset called mpg with data about cars and gas-mileage.

+
mpg
+# run help page with '?'
+`?`(mpg)
+
    +
  • This is a tibble (data frame) that we’ve “printed” out. It’s like R’s version of an excel spreadsheet, but much better.
  • +
  • A tibble will show us the first 10 rows, rows containing the data, column names, and the class of data within each column, such as numeric, integer, or character.
  • +
+
+

Summarising data

+
str(mpg)  # structure of data
+glimpse(mpg)  # preview of data 
+summary(mpg)  # basic summary stats  
+table(mpg$manufacturer)  # counts of each column
+head(mpg)  # visualise first 6 rows of data
+tail(mpg, 10)  # visualise last 10 (or N) rows of data 
+names(mpg)  # get column names
+class(mpg)  # class of data frame
+class(mpg$manufacturer)  # class of data column
+mpg$displ  # print a column
+mpg$hwy  # print a column
+

 

+
+
+
+

Creating a plot with ggplot

+

Section 3.2.2

+
    +
  • ggplot() Creates a coordinate system for us–basically an empty graph.
    +
  • +
  • geom_point() Adds a “layer”, e.g. geom_point (but there are many for different kinds of graphs).
  • +
+

Plot two of the data columns

+
ggplot(data = mpg) + geom_point(mapping = aes(x = displ, y = hwy))
+

 

+

Changing the data column inputs for the x and y axis of the plot

+
ggplot(data = mpg) + geom_point(mapping = aes(x = class, y = drv))
+

 

+

Assign data to variables to create dynamic inputs

+
my_data <- mpg  # create own variable using a name of your choice  
+
+ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy))
+

 

+
+

Themes

+

Change plot style. Link for more ggplot themes.

+
require(ggthemes)
+
+# classic theme
+ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy)) + theme_minimal()
+

+
# minimal theme
+ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy)) + theme_tufte()
+

+
# assign theme to variable
+my_theme <- theme_classic()
+ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy)) + my_theme  # apply your chosen theme  
+

 

+
+
+
+

Aesthetic mapping

+

Section 3.3

+

colour. Change the colour of the data points. size. Change the size of the data points.
+alpha. Change the transparency of the data points.

+
+

Colour

+

Colour by colour name.

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy), colour = "light blue") + my_theme
+

 

+

Colour by a hex code in quotes.

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy), colour = "#BB5C42") + my_theme
+

 

+

colour by data column

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, colour = class)) + my_theme
+

 

+

Inside versus outside the aes

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, colour = "blue")) + my_theme
+

 

+
+
+

Size

+

Size by integer

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, size = 5)) + my_theme
+

 

+

Size by data column

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, size = class)) + my_theme
+

 

+

We get a warning, but this is okay.

+
+
+

Transparency

+
# map classe column to different transparencies
+ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, alpha = class)) + my_theme
+

 

+
+
+

Shape

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, shape = class)) + my_theme
+

 

+

Any warnings? Yes, because shape maxes out at six levels.  

+
+
+

Manually changing aesthetic properties

+

But we can set the aesthetic properties manually, instead of having ggplot do the scaling automatically. For example, we can make our ggplot points all blue like this. This time, putting colour OUTSIDE the aes argument.

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy), colour = "blue") + my_theme
+

 

+

Using colour both inside and outside the aes

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, colour = class), colour = "#AE42BB") + 
+    my_theme
+

 

+

The inner one is overridden.

+

Putting it all together as a snapshot of what’s possible

+
ggplot(data = my_data) + geom_point(mapping = aes(x = displ, y = hwy, colour = class, size = class, alpha = class)) + 
+    my_theme
+

+
+
+

Aesthetics you can manually set

+
    +
  • The name of a colour as a character string.
  • +
  • The size of a point in mm.
  • +
  • The shape of a point as a number, as shown in Figure 3.1.
  • +
+ +
+

+
+ +

 

+

R has 25 built in shapes that are identified by numbers. There are some seeming duplicates: for example, 0, 15, and 22 are all squares. The difference comes from the interaction of the colour and fill aesthetics. The hollow shapes (0–14) have a border determined by colour; the solid shapes (15–18) are filled with colour; the filled shapes (21–24) have a border of colour and are filled with fill.

+ +
+
+
+

Further plotting examples

+

Section 3.3.1

+

The online reference contains further examples of how to visualise your data.

+
+
+

Reading in outside data: NYC Airbnb data

+
library(tidyverse)  # includes package 'readr'
+# All Airbnb data (106 cols)
+url <- "http://data.insideairbnb.com/united-states/ny/new-york-city/2019-06-02/data/listings.csv.gz"
+
+nyc_full <- read_csv(url)  # reads in data
+glimpse(nyc_full)
+

 

+

Using a smaller dataset

+
# smaller csv file (16 cols)
+url <- "http://data.insideairbnb.com/united-states/ny/new-york-city/2019-06-02/visualisations/listings.csv"
+
+nyc <- read_csv(url)
+nyc <- nyc[nyc$id < 1e+06, ]  # get smaller subet of data
+length(nyc$id)  # print length of 'id' column
+
[1] 2177
+
glimpse(nyc)
+
Observations: 2,177
+Variables: 16
+$ id                             <dbl> 2539, 2595, 3647, 3831, 4989, 5022, 5099, 5121, 5178, 5203…
+$ name                           <chr> "Clean & quiet apt home by the park", "Skylit Midtown Cast…
+$ host_id                        <dbl> 2787, 2845, 4632, 4869, 7118, 7192, 7322, 7356, 8967, 7490…
+$ host_name                      <chr> "John", "Jennifer", "Elisabeth", "LisaRoxanne", "New-Yorke…
+$ neighbourhood_group            <chr> "Brooklyn", "Manhattan", "Manhattan", "Brooklyn", "Manhatt…
+$ neighbourhood                  <chr> "Kensington", "Midtown", "Harlem", "Clinton Hill", "Hell's…
+$ latitude                       <dbl> 40.64749, 40.75362, 40.80902, 40.68514, 40.76260, 40.79851…
+$ longitude                      <dbl> -73.97237, -73.98377, -73.94190, -73.95976, -73.99304, -73…
+$ room_type                      <chr> "Private room", "Entire home/apt", "Private room", "Entire…
+$ price                          <dbl> 149, 225, 150, 89, 105, 80, 200, 60, 79, 79, 150, 135, 85,…
+$ minimum_nights                 <dbl> 1, 1, 3, 1, 4, 10, 3, 45, 2, 2, 1, 5, 2, 4, 2, 90, 2, 2, 1…
+$ number_of_reviews              <dbl> 9, 44, 0, 258, 27, 9, 71, 49, 424, 118, 159, 50, 184, 163,…
+$ last_review                    <date> 2018-10-19, 2019-05-07, NA, 2019-05-20, 2018-07-25, 2018-…
+$ reviews_per_month              <dbl> 0.21, 0.38, NA, 4.53, 0.24, 0.10, 0.58, 0.40, 3.46, 1.00, …
+$ calculated_host_listings_count <dbl> 6, 2, 1, 1, 1, 1, 1, 1, 1, 1, 4, 1, 1, 3, 1, 1, 1, 1, 1, 1…
+$ availability_365               <dbl> 365, 331, 365, 182, 83, 0, 92, 0, 214, 0, 153, 25, 20, 342…
+

 

+
+
+

Plotting AirBnB data with ggplot

+

Using the above plotting functions to visualise the AirBnB data

+
# plot neighborhood_group vs price
+ggplot(data = nyc) + geom_point(mapping = aes(x = neighbourhood_group, y = price, colour = neighbourhood_group), 
+    shape = 21, stroke = 1) + my_theme
+

+
# plot minimum_nights vs price
+ggplot(data = nyc) + geom_point(mapping = aes(x = minimum_nights, y = price, colour = neighbourhood_group), 
+    shape = 20, size = 3, stroke = 1) + my_theme
+

+
# availability_365 vs price
+ggplot(data = nyc) + geom_point(mapping = aes(x = availability_365, y = price, colour = neighbourhood_group), 
+    shape = 21, stroke = 1) + my_theme
+

+
# plot longitude vs price
+ggplot(data = nyc) + geom_point(mapping = aes(x = longitude, y = price, colour = neighbourhood_group), 
+    shape = 21, stroke = 1) + my_theme
+

+

Try your own plot using the other variables in the dataset

+
# plot neighborhood_group vs price
+names(airbnb)
+glimpse(airbnb)
+
+my_data <- NULL
+x <- NULL
+y <- NULL
+colour <- NULL
+shape <- NULL
+stroke <- NULL
+ + + + +
+ +
---
params:
  lesson: "Lesson 1"
  title: "Intro to plotting data in R with `ggplot`"
  bookchapter_name: "Section 3.1.1"    
  bookchapter_section: "https://r4ds.had.co.nz/data-visualisation.html"
  functions: "`?`, `str`, `glimpse`, `summary`, `table`, `min`, `max`, `ggplot`, `geom_point`, `geom_smooth`, `theme_minimal`, `theme_classic`, `theme_tufte`"
  packages: "`tidyverse`, `ggplot2`, `dplyr`"      
  # end inputs ---------------------------------------------------------------
header-includes: \usepackage{float}
always_allow_html: yes
output:
  html_document:
    code_folding: show
    code_download: true
---
  
```{r, setup, echo = FALSE, cache = FALSE, include = FALSE}
options(width=100)
knitr::opts_chunk$set(
  eval = FALSE, # run all code
  echo = TRUE, # show code chunks in output 
  tidy = TRUE, # make output as tidy
  message = FALSE,  # mask all messages
  warning = FALSE, # mask all warnings 
  comment = "",
  tidy.opts=list(width.cutoff=100), # set width of code chunks in output
  size="small" # set code chunk size
  )
```
\

<!-- install packages -->
```{r, load packages, eval=T, include=T, cache=F, message=F, warning=F, results='hide',echo=F}
packages <- c("ggplot2","ggthemes","dplyr","tidyverse","zoo","RColorBrewer","viridis","plyr")   
if (require(packages)) {
    install.packages(packages,dependencies = T)
    require(packages)
    # load tvthemes
    devtools::install_github("Ryo-N7/tvthemes")
}
lapply(packages,library,character.only=T)  
```

<!-- ____________________________________________________________________________ -->
<!-- ____________________________________________________________________________ -->
<!-- ____________________________________________________________________________ -->
<!-- start body -->

# `r paste0(params$lesson,": ",params$title)`    
\  

Functions for `r params$lesson`  
`r params$functions`    
\    

Packages for `r params$lesson`          
`r params$packages`        
\    

# Agenda  

[Data visualisation in `R` for Data Science, `r params$bookchapter_name`](`r params$bookchapter_section`).    

<!--  end yaml template------------------------------------------------------- -->

* Intro to the `R`environment (IDE)  
* Loading packages, e.g. `tidyverse`  
* Using built-in `R` data: the `mpg` dataset   
* Using ggplot with the built-in data set (to make scatterplots)    
* Modifying plot aesthetics  
* Reading in outside data: Airbnb data  
* Plotting Airbnb data with ggplot      

\  

# Intro to the `R` environment (IDE)  

The `RStudio` integrated development environment (IDE) and what you can do with it.  
\    

<!-- ----------------------- image --------------------------- -->
<div align="center">
  <img src="img/rstudio1.jpg" style=width:100%>
</div>
<!-- ----------------------- image --------------------------- -->
\  

A more complete example of what you can acheive with the interface.  
\  

<!-- ----------------------- image --------------------------- -->
<div align="center">
  <img src="img/rstudio2.jpg" style=width:100%>
</div>
<!-- ----------------------- image --------------------------- -->
\  

# Loading packages, e.g. `tidyverse`  

How to load packages in `R`.  

```{r}
install.packages("tidyverse")  # install package
library(tidyverse) # load the package library
require(tidyverse) # same as library    

# We are typing in an R Script. Things with # in front make them comments and notes to ourselves
# Command Return to execute the line/ "run the code"
```
\  

# Using built-in `R` data: the `mpg` dataset   
[Section 3.2.1](https://r4ds.had.co.nz/data-visualisation.html#the-mpg-data-frame)  

We'll use a built-in tidyverse dataset called `mpg` with data about cars and gas-mileage.

```{r}
mpg
# run help page with '?'
?mpg   
```

* This is a tibble (data frame) that we've "printed" out. It's like R's version of an excel spreadsheet, but much better. 
* A tibble will show us the first 10 rows, rows containing the data, column names, and the class of data within each column, such as numeric, integer, or character.    

## Summarising data        
```{r}
str(mpg) # structure of data
glimpse(mpg) # preview of data 
summary(mpg) # basic summary stats  
table(mpg$manufacturer) # counts of each column
head(mpg) # visualise first 6 rows of data
tail(mpg,10) # visualise last 10 (or N) rows of data 
names(mpg) # get column names
class(mpg) # class of data frame
class(mpg$manufacturer) # class of data column
mpg$displ # print a column
mpg$hwy # print a column
```
\    

# Creating a plot with `ggplot`  
[Section 3.2.2](https://r4ds.had.co.nz/data-visualisation.html#creating-a-ggplot)     

* `ggplot()` Creates a coordinate system for us--basically an empty graph.  
* `geom_point()` Adds a "layer", e.g. geom_point (but there are many for different kinds of graphs).  

Plot two of the data columns  
```{r, eval = T}
ggplot(data = mpg) + 
  geom_point(mapping = aes(x = displ, y = hwy))
```
\  

Changing the data column inputs for the **x** and **y** axis of the plot  
```{r, eval = T}
ggplot(data = mpg) + 
  geom_point(mapping = aes(x = class, y = drv))
```
\  

Assign data to variables to create dynamic inputs  
```{r, eval = T}
my_data <- mpg # create own variable using a name of your choice  

ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy))
```
\  

## Themes  

Change plot style. Link for more [ggplot themes](https://www.datanovia.com/en/blog/ggplot-themes-gallery/).        
```{r, eval = T}
require(ggthemes)

# classic theme
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy)) + 
  theme_minimal()

# minimal theme
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy)) + 
  theme_tufte()  

# assign theme to variable  
my_theme <- theme_classic() 
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy)) + 
  my_theme # apply your chosen theme  

```
\  

# Aesthetic mapping  
[Section 3.3](https://r4ds.had.co.nz/data-visualisation.html#aesthetic-mappings)  

`colour`. Change the colour of the data points.
`size`. Change the size of the data points.  
`alpha`. Change the transparency of the data points.   

## Colour

Colour by colour name. 
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy), colour = "light blue") +
  my_theme
  
```
\   

Colour by a [hex code](https://htmlcolorcodes.com/color-picker/) in quotes.  
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy), colour = "#BB5C42") +
  my_theme
```
\  

colour by data column  
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, colour = class)) +
  my_theme
```
\  

Inside versus outside the `aes`  
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, colour = "blue")) +
  my_theme
```
\  

## Size 

Size by integer  
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, size = 5)) +
  my_theme
```
\  

Size by data column      
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, size = class)) +
  my_theme
```
\  

We get a warning, but this is okay.  
\  

## Transparency 
```{r, eval = T}
# map classe column to different transparencies
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, alpha = class)) + 
  my_theme
```
\  

## Shape  
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, shape = class)) +
  my_theme
```
\  

Any warnings? Yes, because shape maxes out at six levels.
\  

## Manually changing aesthetic properties
  
But we can *set* the aesthetic properties manually, instead of having ggplot do the scaling automatically. For example, we can make our ggplot points all blue like this. This time, putting colour OUTSIDE the `aes` argument.

```{r, eval = T}
ggplot(data = my_data) +  
  geom_point(mapping = aes(x = displ, y = hwy), colour = "blue") +
  my_theme
```
\  

Using colour both inside and outside the aes  
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, colour = class), colour = "#AE42BB") +
  my_theme
```
\  

**The inner one is overridden.**     
\  

Putting it all together as a snapshot of what's possible  
```{r, eval = T}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = displ, y = hwy, colour = class, size = class, alpha = class)) +
  my_theme
```

## Aesthetics you can manually set  

  * The name of a colour as a character string.
  * The size of a point in mm.
  * The shape of a point as a number, as shown in Figure 3.1. 
  
  <!-- ----------------------- image --------------------------- -->
<div align="center">
  <img src="img/shapes.png" style=width:100%>
</div>
<!-- ----------------------- image --------------------------- -->
\  
  
`R` has 25 built in shapes that are identified by numbers. There are some seeming duplicates: for example, 0, 15, and 22 are all squares. The difference comes from the interaction of the `colour` and `fill` aesthetics. The hollow shapes (0--14) have a border determined by `colour`; the solid shapes (15--18) are filled with `colour`; the filled shapes (21--24) have a border of `colour` and are filled with `fill`.  

\newpage      

# Further plotting examples    
[Section 3.3.1](https://r4ds.had.co.nz/data-visualisation.html#exercises-1)  

The online reference contains further examples of how to visualise your data.    

# Reading in outside data: NYC Airbnb data  

```{r}
library(tidyverse) # includes package "readr"
# All Airbnb data (106 cols)
url <- "http://data.insideairbnb.com/united-states/ny/new-york-city/2019-06-02/data/listings.csv.gz"

nyc_full <- read_csv(url) # reads in data
glimpse(nyc_full)
```
\  

Using a smaller dataset 
```{r, eval = T}
# smaller csv file (16 cols)
url <- "http://data.insideairbnb.com/united-states/ny/new-york-city/2019-06-02/visualisations/listings.csv"

nyc <-  read_csv(url)
nyc <- nyc[nyc$id < 1000000,] # get smaller subet of data
length(nyc$id) # print length of 'id' column
glimpse(nyc)
``` 
\    

# Plotting AirBnB data with ggplot  

Using the above plotting functions to visualise the AirBnB data  

```{r, eval=T}
# plot neighborhood_group vs price
ggplot(data = nyc) + 
  geom_point(mapping = aes(x = neighbourhood_group, y = price, colour =
                             neighbourhood_group), shape = 21, stroke = 1) +
  my_theme
```

```{r, eval=T}
# plot minimum_nights vs price
ggplot(data = nyc) + 
  geom_point(mapping = aes(x = minimum_nights, y = price, 
                           colour = neighbourhood_group), shape = 20, size = 3, stroke = 1) +
  my_theme
```

```{r, eval=T}
# availability_365 vs price
ggplot(data = nyc) + 
  geom_point(mapping = aes(x = availability_365, y = price, 
                           colour = neighbourhood_group), shape = 21, stroke = 1) +
  my_theme
```
    
```{r, eval=T}
# plot longitude vs price
ggplot(data = nyc) + 
  geom_point(mapping = aes(x = longitude, y = price, 
                           colour = neighbourhood_group), shape = 21, stroke = 1) +
  my_theme
```


Try your own plot using the other variables in the dataset    
```{r}
# plot neighborhood_group vs price
names(airbnb)
glimpse(airbnb)

my_data <- NULL
x <- NULL
y <- NULL
colour <- NULL
shape <- NULL
stroke <- NULL
```

```{r, echo=F}
ggplot(data = my_data) + 
  geom_point(mapping = aes(x = x, y = y, colour = colour), shape = shape, stroke = stroke)
```

<!-- end body -->
<!-- ____________________________________________________________________________ -->
<!-- ____________________________________________________________________________ -->
<!-- ____________________________________________________________________________ -->

   

+ + +
+
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