From db9ce4c933dbc1aabedede663a5a5ead873bcc2d Mon Sep 17 00:00:00 2001 From: Riinu Ots Date: Mon, 22 Jan 2018 12:50:11 +0000 Subject: [PATCH] reordered - moved Session 10 to 5 instead, added installation info to Preamble --- .DS_Store | Bin 8196 -> 10244 bytes .../figure-html/unnamed-chunk-2-1.png | Bin 0 -> 47052 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 0 -> 44955 bytes .../figure-html/unnamed-chunk-4-1.png | Bin 0 -> 45970 bytes .../figure-html/unnamed-chunk-5-1.png | Bin 0 -> 43018 bytes .../figure-html/unnamed-chunk-6-1.png | Bin 0 -> 81888 bytes .../figure-html/unnamed-chunk-7-1.png | Bin 0 -> 46651 bytes .../figure-html/unnamed-chunk-8-1.png | Bin 0 -> 45306 bytes .../figure-latex/unnamed-chunk-2-1.pdf | Bin 0 -> 6124 bytes .../figure-latex/unnamed-chunk-3-1.pdf | Bin 0 -> 5550 bytes .../figure-latex/unnamed-chunk-4-1.pdf | Bin 0 -> 5552 bytes .../figure-latex/unnamed-chunk-5-1.pdf | Bin 0 -> 5501 bytes .../figure-latex/unnamed-chunk-6-1.pdf | Bin 0 -> 6981 bytes 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Here, we will be working with similar but slightly shorter version of the Global Burden of Disease dataset than we did for the bar plots. + +##Lets get nerdy + +R is a programming language. It takes pieces of data, applies calculations to them, and gives you answers. + +Learning a new language is often difficult to start and it's important to understand why we put ourselves through this ordeal. Can you think of any advantages of using code rather than clicking on buttons to perform analyses? + +Throughout this course, don't copy or type code directly into the Console. We will only be using the Console for viewing output, warnings, and errors. All code should be in a script and executed (=run) using Control+Enter (line or section) or Control+Shift+Enter (whole script). Make sure you are always working in a project (the right-top corner of your RStudio interface should say "HealthyR"). + +## Getting help + +RStudio has a built in Help tab. To use the Help tab, move your cursor to something in your code (e.g. `read_csv()`) and press F1 - this will show you the definition and some examples. However, the Help tab is only useful if you already know what you are looking for but can't remember how it worked exactly. For finding help on things you have not used before, it is best to Google it. R has about 2 million users so someone somewhere has had the same question or problem. + + +##Starting with a blank canvas + +In the first session we loaded some data that we then plotted. When we import data, R remembers the data and stores it in the Environment tab. + +It's good practice to clear the environment before starting new work, as it's best to use fresh up to date data - otherwise we could accidentally use data which has nothing to do with our work. + +Try clearing and loading in the data again. + +To clear data we can simply run the following code: + + + +```r +rm(list=ls()) +``` + +We can also manually clear the environment in RStudio by clicking the brush symbol underneath the Environment tab. + +Sometimes just clearing the Environment tab is not enough - especially if you are working with lots of different packages or other people's scripts. You should also: + +* Go to Tools -> Global Options -> General and set "Save .RData on exit" to Never. This does not mean you can't or shouldn't save your work in .RData files. But it is best to do it consciously and load exactly what you need to load, rather than letting R always save and load everything for you, as this could also include broken data or objects. +* Restart R (Control+Shift+F10 or select it from Session -> Restart R). + + +##Working with Objects + +It's sometimes difficult to appreciate how coding works without trying it first. + +These exercises will show you how R works. + +We'll first create an object and call it `a`, we will give the object `a` a value of 1. + +In R the equals `=` sign tells R to give the object on the left of the sign the value of whatever is on the right of the sign. + + +```r +a = 1 +``` + +In your environment panel, you should see `a` appear under the `Values` section. + +Now, lets create `b` and give it a value of 2. + + +```r +b = 2 +``` + +Lets now add `a` and `b` together to create the object `c` + + +```r +c = a + b + +#Print the value of c to the Console + +c # should return the number 3 +``` + +``` +## [1] 3 +``` + +All of R is just an extension of this: applying more complex functions (calculations) across more complex objects. + +It's important to appreciate that objects can be more than just single numbers too. They can be entire spreadsheets, which in R are known as `data frames`. + + +Note that many people use `<-` instead of `=`. They mean the same thing in R. `=` and `<-` save what is on the right into the name on the left. There is also a left-to-right operator: `->`. + +### Exercise + +Create 3 new variables, `d`, `e`, `f` with values 6, 7, 8 using the different assignment operators. + +```r +d = 6 +e <- 7 +8 -> f +``` + + +##Loading data + +Lets clear the environment again + + +```r +rm(list=ls()) +``` + +Now the environment is clear, lets load in the data: + + +```r +library(tidyverse)#Tidyverse is the package which contains some of the code we want to use + +mydata = read_csv("global_burden_disease_short.csv") +``` + +But how can we look at the data we just loaded? How do we know which variables it contains? Hint: the Environment tab. + +###Excercise + +Answer these question about your data: + +1. At present, how many variables are there? + +2. How many deaths were there from communicable diseases in 1990? Hint: clicking on columns when Viewing a dataset orders it. + + + +### Other ways to investigate objects + +In most cases, you can rely on the Environment tab to see how many variables you have. If, however, the dataset you are using is too big to easily navigate within, you might need to use `names(mydata)`, `head(mydata)`, or `str(mydata)`. + +Furthermore, we can select a single column using the dollar sign: `$`. + +So if we type: + + +```r +mydata$deaths +``` + +``` +## [1] 16149409 26993493 4325788 15449045 29897069 4639869 14775502 +## [8] 31521934 4776852 13890709 33637815 4833919 12431802 36259550 +## [15] 4970846 11809640 38267197 4786929 +``` + +R will give us all the data for that variable. + +### Exercise + + +![](images/magittr.png) + +*Image source: https://cran.r-project.org/web/packages/magrittr/vignettes/magrittr.html* + +Re-write `names(mydata)` and `head(mydata)` using the pipe (`%>%`). Use the keyboard shortcut `Control+Shift+M` to insert it. + + +### Exercise + +How many unique values does the `cause` variable have? Hint: `mydata$cause` piped into `unique()` piped into `length()`. + +##Operators + +Operators are symbols in R Code that tell R how to handle different pieces of data or objects. + +Here are the main operators: + +`=, <-, ==, <, >, <=, >=` + +Some of these perform a test on data. A good example of this is the '==' operator. + +This tells R to compare two things and ask if they are equal. If they are equal R will return 'TRUE', if not R will return 'FALSE'. + +On your R cheat sheet, you can see what the others do. Here is a reminder: + +| Symbol | What does | Example | Example result| +|-------- | --------- | -------- |-------| +| `=` or `<-` | assigns |`x = 2` | the value of x is now 2 | +| `==` | Equal? | `x == 2` | TRUE | +| `!=` | Not equal? | `x != 1` | TRUE | +| `<` | Less than | `x < 2` | FALSE | +| `>` | Greater than | `x > 1` | TRUE | +| `<=` | Less than or equal to | `x <= 2` | TRUE| +| `>=` | Greater than or equal to | `x >= 1` | TRUE | +| `%>% ` | sends data into a function | `x %>% print()` | 2 | +| `::` | indicates package | `dplyr::count()` | `count()` fn. from the `dplyr` package| +| `->` | assigns | `2 -> x` | the value of x is now 2 | +| `&` | AND | `x > 1 & x < 3` | TRUE | +| `|` | OR | `x > 3 | x == 3` | TRUE | +| `%in%` | is value in list | `x %in% c(1,2,3)` | TRUE | +| `$` | select a column | `mydata$year` | 1990,1996,...| +| `c()` | combines values | `c(1, 2)` | 1, 2 | +| `#` | comment| `#Riinu changed this` | ignored by R | + + +For example, if we wanted to select the years in the Global Burden of disease study after 2000 (and including 2000) we could type the following: + + +```r +mydata %>% + filter(year >= 2000) +``` + + +To save this as a new object we would then write: + + + +```r +mydata_out = mydata %>% + filter(year >= 2000) + +#Or we could write + +mydata %>% + filter(year >= 2000) -> mydata_out +``` + +How would you change the above code to only include years greater than 2000 (so not including 2000 itself too)? Hint: look at the table of operators above (also in your HealthyR QuickStart Sheet). + +###Exercise + +Modify the above example to filter for only year 2000, not all years greater than 2000. Save it into a variable called `mydata_year2000`. + + + + + +###Exercise + +Let's practice this and combine multiple selections together. + +This '|' means OR and '&' means AND. + +From `mydata`, select the lines where year is either 1990 or 2013 and cause is "Communicable diseases": + + +```r +new_data_selection = mydata %>% + filter( (year == 1990 | year == 2013) & cause == "Communicable diseases") + +# or we can get rid of the extra brackets around the years +# by moving cause into a new filter on a new line: + +new_data_selection = mydata %>% + filter( year == 1990 | year == 2013) %>% + filter( cause == "Communicable diseases" ) +``` + + + +##Types of variables + +Like many other types of statistical software, R needs to know what is the variable type of each column. The main types are: + +### Characters + +**Characters** (sometimes referred to as *strings* or *character strings*) in R are letters, words, or even whole sentences (an example of this may be free text comments). We can specify these using the `as.character()` function. Characters are displayed in-between `""` (or `''`). + +### Factors + +**Factors** are fussy characters. Factors are fussy because they have something called levels. Levels are all the unique values this variable could take - e.g. like when we looked at `mydata$cause %>% unique()`. +Using factors rather than just characters can be useful because: + +* The values factor levels can take is fixed. For example, if the levels of your column called `sex` are "Male" and "Female" and you try to add a new patient where sex is called just "F" you will get a warning from R. If `sex` was a character column rather than a factor R would have no problem with this and you would end up with "Male", "Female", and "F" in your your column. +* Levels have an order. When we plotted the different causes of death in the last session, R ordered them alphabetically (because `cause` was a character rather than a factor). But if you want to use a non-alphabetical order, e.g. "Communicable diseases"-"Non-communicable diseases"-"Injuries", we need make `cause` into a factor. Making a character column into a factor enables us to define and change the order of the levels. Furthermore, there are useful tools such as `fct_inorder` or `fct_infreq` that can order factor levels for us. + +These can be huge benefits, especially as a lot of medical data analyses include comparing different risks to a reference level. Nevertheless, the fussiness of factors can sometimes be unhelpful or even frustrating. For example, if you really did want to add a new level to your `gender` column (e.g., "Prefer not to say") you will either have to convert the column to a character, add it, and convert it back to a factor, or use `fct_expand` to add the level and then add your new line. + +#### Exercise + +Temporarily type `fct_inorder` anywhere in your script, then press F1. Read the **Description** in the Help tab and discuss with your neighbour how `fct_inorder` and `fct_infreq` would order your factor levels. + + +### Numbers + +Self-explanatory! These are numbers. In R, we specify these using the `as.numeric()` function. Numbers without decimal places are sometimes called integers. Click on the blue arrow in front of `mydata` in the Environment tab and see that `year` is an `int` whereas `deaths` is a `num`. + + + + +### Specifying variable types + + +```r +as.character(mydata$cause) + +as.numeric(mydata$year) + +factor(mydata$year) + +#Lets save the cause as a factor + +mydata$cause = factor(mydata$cause) + +#Now lets print it out + +mydata$cause +``` + +### Exercise + +Change the order of the levels in `mydata$cause` so that "Non-communicable diseases" come before "Injuries". Hint: use F1 to investigate examples of how `fct_relevel()` works. + +## Importing data + +For historical reasons, R's default functions (e.g. `read.csv()` or `data.frame()`) convert all characters to factors automatically (for more on this see [forcats.tidyverse.org](http://forcats.tidyverse.org). But it is usually more convenient to deal with characters and convert some of the columns to factors when necessary. + +Base R: + + +```r +mydata = read.csv("global_burden_disease_short.csv", stringsAsFactors = FALSE) +``` + +The tidyverse version, `read_csv()`, has `stringsAsFactors` set to FALSE by default (and it is a lot faster than `read.csv()` when reading in large datasets). + +Tidyverse: + + +```r +mydata = read_csv("global_burden_disease_short.csv") +``` + +``` +## Parsed with column specification: +## cols( +## cause = col_character(), +## year = col_integer(), +## deaths = col_double() +## ) +``` + +You can use the "Import Dataset" button in the Environment tab to get the code for importing data from Excel, SPSS, SAS, or Stata. + +##Adding columns to dataframes + +If we wanted to add in a new column or variable to our data, we can simply can use the dollar sign '$' to create a new variable inside a pre-existing piece of data: + + +```r +mydata$new = 1 + +mydata$new2 = 1:18 +``` + +Run these lines and click on `mydata` in the Environment tab to check this worked as expected. + +Conversely, if we want to delete a specific variable or column we can use the 'NULL' function, or alternatively ask R to `select()` the data without the new variable included. + + +```r +mydata$new = NULL + +mydata = mydata %>% + select(-new2) +``` + +We can make new variables using calculations based on variables in the data too. + +The mutate function is useful here. All you have to specify within the mutate function is the name of the variable (this can be new or pre-existing) and where the new data should come from. + +There are two equivalent ways of defining new columns based on a calculation with a previous column: + + +```r +#First option + +mydata$years_from_1990 = mydata$year - 1990 +mydata$deaths_millions = mydata$deaths/1000000 + +#Second option (mutate() function) + +mydata = mydata %>% + mutate(years_from_1990 = year-1990, + deaths_millions = deaths/1000000) +``` + +Throughout this course we will be using both of these ways to create or modify columns. The first option (using the `$`) can look neater when changing a single variable, but when combining multiple ones you will end up repeating `mydata$`. `mutate()` removes the duplication, but it does add a new line and brackets. + + +## Rounding numbers + +We can use `round()` to round the new variables to create integers. + +### Exercise + +Round the new column `deaths_millions` to no decimals: + + +``` +## [1] 16 27 4 15 30 5 15 32 5 14 34 5 12 36 5 12 38 5 +``` + +How would you round it to 2 decimals? Hint: use F1 to investigate `round()`. What do `ceiling()` and `floor()` do? + +##The combine function: c() + +The combine function combines several values: `c()` + +The combine function can be used with numbers or characters (like words or letters): + + +```r +examplelist = c("Red", "Yellow", "Green", "Blue") + +# Ask R to print it by executing it on its own line + +examplelist +``` + +``` +## [1] "Red" "Yellow" "Green" "Blue" +``` + +### Exercise + +There are 18 lines (observations) in mydata. Create a new variable using `c()` with 18 values (numbers, words, whichever you like, e.g. like we created `examplelist`). Then add it as new column to `mydata$newlist`. Advanced version: do this using a combination of `rep()` and `c()`. + +\newpage +##The `paste()` function + +The `paste()` function is used to paste several words or numbers into one character variable/sentence. + +In the paste function we need to specify what we would like to combine, and what should separate the components. By default, the separation is a space, but we can change this using the `sep =` option within the paste function. + +So, for example if we wanted to make a sentence: + + +```r +paste("Edinburgh", "is", "Great") +``` + +``` +## [1] "Edinburgh is Great" +``` + +```r +#Lets add in full stops + +paste("Edinburgh", "is", "Great", sep = ".") +``` + +``` +## [1] "Edinburgh.is.Great" +``` + +```r +#separator needs to go in "" as it is a character + +#If we really like Edinburgh + +paste("Edinburgh", "is", "Great", sep = "!") +``` + +``` +## [1] "Edinburgh!is!Great" +``` + +```r +#If we want to make it one word + +paste("Edinburgh", "is", "Great", sep = "") # no separator (still need the brackets) +``` + +``` +## [1] "EdinburghisGreat" +``` + +We can also join two different variables together using `paste()`: + + + +```r +paste("Year is", mydata$year) +``` + +``` +## [1] "Year is 1990" "Year is 1990" "Year is 1990" "Year is 1995" +## [5] "Year is 1995" "Year is 1995" "Year is 2000" "Year is 2000" +## [9] "Year is 2000" "Year is 2005" "Year is 2005" "Year is 2005" +## [13] "Year is 2010" "Year is 2010" "Year is 2010" "Year is 2013" +## [17] "Year is 2013" "Year is 2013" +``` + + +###Exercise + +Fix this code: + +Hint: Think about characters and quotes! + + +```r +paste(Today is, Sys.Date() ) +``` + + +##Combining two dataframes + +For combining dataframes based on shared variables we use the Joins: `left_join()`, `right_join()`, `inner_join()`, or `full_join()`. Let's split some of the variables in `mydata` between two new dataframes: `first_data` and `second_data`. For demonstrating the difference between the different joins, we will only include a subset (first 6 rows) of the dataset in `second_data`: + + +```r +first_data = select(mydata, year, cause, deaths_millions) +second_data = select(mydata, year, cause, deaths) %>% slice(1:6) + +#change the order of rows in first_data to demosntrate the join does not rely on the ordering of rows: +first_data = arrange(first_data, deaths_millions) + +combined_left = left_join(first_data, second_data) +combined_right = right_join(first_data, second_data) +combined_inner = inner_join(first_data, second_data) +combined_full = full_join(first_data, second_data) +``` + +Those who have used R before, or those who come across older scripts will have seen `merge()` instead of the joins. `merge()` works similarly to joins, but instead of having the four options defined clearly at the front, you would have had to use the `all = FALSE, all.x = all, all.y = all` arguments. + +![](images/databasejoke.jpg) + +### Exercise + +Investigate the four new dataframes (`combined_`) using the Environment tab and discuss how the different joins (left, right, inner, full) work. + + +##The `summary()` Function + +In R, the `summary()` function provides a quick way of summarising both data or the results of statistical tests. + +Lets get a quick summary of all the variables inside the Global Burden of Disease dataset. It will work for whole datasets and single variables too. + + +```r +mydata %>% summary() +``` + +``` +## cause year deaths years_from_1990 +## Length:18 Min. :1990 Min. : 4325788 Min. : 0.00 +## Class :character 1st Qu.:1995 1st Qu.: 4868151 1st Qu.: 5.00 +## Mode :character Median :2002 Median :14333106 Median :12.50 +## Mean :2002 Mean :17189854 Mean :12.17 +## 3rd Qu.:2010 3rd Qu.:29171175 3rd Qu.:20.00 +## Max. :2013 Max. :38267197 Max. :23.00 +## deaths_millions +## Min. : 4.00 +## 1st Qu.: 5.00 +## Median :14.50 +## Mean :17.22 +## 3rd Qu.:29.25 +## Max. :38.00 +``` + +This even works on statistical tests (we will learn more about these later): + + +```r +# lm stands for linear model +lm(deaths ~ year, data = mydata) %>% summary() +``` + +``` +## +## Call: +## lm(formula = deaths ~ year, data = mydata) +## +## Residuals: +## Min 1Q Median 3Q Max +## -13480641 -11791203 -2889909 12818624 19999627 +## +## Coefficients: +## Estimate Std. Error t value Pr(>|t|) +## (Intercept) -181988644 736014812 -0.247 0.808 +## year 99482 367606 0.271 0.790 +## +## Residual standard error: 12590000 on 16 degrees of freedom +## Multiple R-squared: 0.004556, Adjusted R-squared: -0.05766 +## F-statistic: 0.07324 on 1 and 16 DF, p-value: 0.7901 +``` + +### When pipe sends data to the wrong place + +Note that our usual way of doing things with the pipe would not work here: + + + +```r +mydata %>% + lm(deaths ~ year) %>% + summary() +``` + +This is because the pipe tries to send data into the first place of the function (first argument), but `lm()` wants the formula (`deaths ~ year`) first, then the dataframe. We can bypass this using `data = .` to tell the pipe where to send mydata: + + +```r +mydata %>% + lm(deaths ~ year, data = .) %>% + summary() +``` + + +###Exercise + +Try adding a new variable called `death_over_10m` which indicates whether there were 10 million deaths or more for each cause. The new variable should take the form 'Yes' or 'No'. + +Then make it a factor. + +Then use `summary()` to find out about it! + +```r +mydata = mydata %>% + mutate(death_over_10m = ifelse(deaths >= 10000000, "Yes", "No")) #Using ifelse + +mydata$death_over_10m = as.factor(mydata$death_over_10m) + +mydata$death_over_10m %>% summary() +``` + +``` +## No Yes +## 6 12 +``` + +##Extra: Creating a dataframe from scratch + +It is rare that you will need to create a dataframe by hand as most of the time you will be reading in a data from a .csv or similar. But in some cases (e.g., when creating special labels for a plot) it might be useful, so this is how to create one: + + + +```r +patient_id = paste0("ID", 1:10) +sex = rep(c("Female", "Male"), 5) +age = 18:27 + +newdata = data_frame(patient_id, sex, age) + +#same as + +newdata = data_frame( + patient_id = paste0("ID", 1:10), #note the commas + sex = rep(c("Female", "Male"), 5), + age = 18:27 +) +``` + + +If we used `data.frame()` instead of `data_frame()`, all our character variables (`patient_id`, `sex`) would become factors automatically. This might make sense for `sex`, but it doesn't for `patient_id`. + +###Exercise + +Create a new dataframe called `my_dataframe` that looks like this: + +Hint: Use the functions `paste0()`, `seq()` and `rep()` + + + +``` +## # A tibble: 10 x 3 +## patient_id age sex +## +## 1 ID11 15.0 Male +## 2 ID12 20.0 Male +## 3 ID13 25.0 Male +## 4 ID14 30.0 Male +## 5 ID15 35.0 Male +## 6 ID16 40.0 Female +## 7 ID17 45.0 Female +## 8 ID18 50.0 Female +## 9 ID19 55.0 Female +## 10 ID20 60.0 Female +``` + + +## Solutions + +**2.5.3** + + +```r +mydata %>% names() +mydata %>% head() +mydata %>% str() +``` + +**2.5.4** + + +```r +mydata$cause %>% unique() %>% length() +``` + +``` +## [1] 3 +``` + +**2.6.2** + + +```r +mydata_year2000 = mydata %>% + filter(year == 2000) +``` + +**2.7.5** + + +```r +mydata$cause %>% fct_relevel("Injuries", after = 1) +``` + +**2.10.1** + + +```r +mydata$deaths_millions = round(mydata$deaths_millions) + +# or +mydata$deaths_millions = mydata$deaths_millions %>% round() + +# or even (load magrittr to get the superpower pipe - %<>%) + +library(magrittr) + +mydata$deaths_millions %<>% round() +``` + +**2.11.1** + + +```r +examplelist = c("Red", "Yellow", "Green", "Blue", + "Red", "Yellow", "Green", "Blue", + "Red", "Yellow", "Green", "Blue", + "Red", "Yellow", "Green", "Blue", + "Green", "Blue") + +#Let's see what we've made by using print + +mydata$newlist = examplelist + + +# using rep() + +examplelist2 = rep(c("Green", "Red"), 9) +``` + + +**2.12.1** + + +```r +paste("Today is", Sys.Date()) +``` + +**2.15.1** + + +```r +my_dataframe = data_frame( + patient_id = paste0("ID", 11:20), + age = seq(15, 60, 5), + sex = c( rep("Male", 5), rep("Female", 5)) +) +``` diff --git a/02_basics.utf8.md b/02_basics.utf8.md new file mode 100644 index 0000000..859174f --- /dev/null +++ b/02_basics.utf8.md @@ -0,0 +1,767 @@ +# R Basics + +The aim of this module is to familiarise you with how R works and how to read in and apply basic manipulations on your data. Here, we will be working with similar but slightly shorter version of the Global Burden of Disease dataset than we did for the bar plots. + +##Lets get nerdy + +R is a programming language. It takes pieces of data, applies calculations to them, and gives you answers. + +Learning a new language is often difficult to start and it's important to understand why we put ourselves through this ordeal. Can you think of any advantages of using code rather than clicking on buttons to perform analyses? + +Throughout this course, don't copy or type code directly into the Console. We will only be using the Console for viewing output, warnings, and errors. All code should be in a script and executed (=run) using Control+Enter (line or section) or Control+Shift+Enter (whole script). Make sure you are always working in a project (the right-top corner of your RStudio interface should say "HealthyR"). + +## Getting help + +RStudio has a built in Help tab. To use the Help tab, move your cursor to something in your code (e.g. `read_csv()`) and press F1 - this will show you the definition and some examples. However, the Help tab is only useful if you already know what you are looking for but can't remember how it worked exactly. For finding help on things you have not used before, it is best to Google it. R has about 2 million users so someone somewhere has had the same question or problem. + + +##Starting with a blank canvas + +In the first session we loaded some data that we then plotted. When we import data, R remembers the data and stores it in the Environment tab. + +It's good practice to clear the environment before starting new work, as it's best to use fresh up to date data - otherwise we could accidentally use data which has nothing to do with our work. + +Try clearing and loading in the data again. + +To clear data we can simply run the following code: + + + +```r +rm(list=ls()) +``` + +We can also manually clear the environment in RStudio by clicking the brush symbol underneath the Environment tab. + +Sometimes just clearing the Environment tab is not enough - especially if you are working with lots of different packages or other people's scripts. You should also: + +* Go to Tools -> Global Options -> General and set "Save .RData on exit" to Never. This does not mean you can't or shouldn't save your work in .RData files. But it is best to do it consciously and load exactly what you need to load, rather than letting R always save and load everything for you, as this could also include broken data or objects. +* Restart R (Control+Shift+F10 or select it from Session -> Restart R). + + +##Working with Objects + +It's sometimes difficult to appreciate how coding works without trying it first. + +These exercises will show you how R works. + +We'll first create an object and call it `a`, we will give the object `a` a value of 1. + +In R the equals `=` sign tells R to give the object on the left of the sign the value of whatever is on the right of the sign. + + +```r +a = 1 +``` + +In your environment panel, you should see `a` appear under the `Values` section. + +Now, lets create `b` and give it a value of 2. + + +```r +b = 2 +``` + +Lets now add `a` and `b` together to create the object `c` + + +```r +c = a + b + +#Print the value of c to the Console + +c # should return the number 3 +``` + +``` +## [1] 3 +``` + +All of R is just an extension of this: applying more complex functions (calculations) across more complex objects. + +It's important to appreciate that objects can be more than just single numbers too. They can be entire spreadsheets, which in R are known as `data frames`. + + +Note that many people use `<-` instead of `=`. They mean the same thing in R. `=` and `<-` save what is on the right into the name on the left. There is also a left-to-right operator: `->`. + +### Exercise + +Create 3 new variables, `d`, `e`, `f` with values 6, 7, 8 using the different assignment operators. + +```r +d = 6 +e <- 7 +8 -> f +``` + + +##Loading data + +Lets clear the environment again + + +```r +rm(list=ls()) +``` + +Now the environment is clear, lets load in the data: + + +```r +library(tidyverse)#Tidyverse is the package which contains some of the code we want to use + +mydata = read_csv("global_burden_disease_short.csv") +``` + +But how can we look at the data we just loaded? How do we know which variables it contains? Hint: the Environment tab. + +###Excercise + +Answer these question about your data: + +1. At present, how many variables are there? + +2. How many deaths were there from communicable diseases in 1990? Hint: clicking on columns when Viewing a dataset orders it. + + + +### Other ways to investigate objects + +In most cases, you can rely on the Environment tab to see how many variables you have. If, however, the dataset you are using is too big to easily navigate within, you might need to use `names(mydata)`, `head(mydata)`, or `str(mydata)`. + +Furthermore, we can select a single column using the dollar sign: `$`. + +So if we type: + + +```r +mydata$deaths +``` + +``` +## [1] 16149409 26993493 4325788 15449045 29897069 4639869 14775502 +## [8] 31521934 4776852 13890709 33637815 4833919 12431802 36259550 +## [15] 4970846 11809640 38267197 4786929 +``` + +R will give us all the data for that variable. + +### Exercise + + +![](images/magittr.png) + +*Image source: https://cran.r-project.org/web/packages/magrittr/vignettes/magrittr.html* + +Re-write `names(mydata)` and `head(mydata)` using the pipe (`%>%`). Use the keyboard shortcut `Control+Shift+M` to insert it. + + +### Exercise + +How many unique values does the `cause` variable have? Hint: `mydata$cause` piped into `unique()` piped into `length()`. + +##Operators + +Operators are symbols in R Code that tell R how to handle different pieces of data or objects. + +Here are the main operators: + +`=, <-, ==, <, >, <=, >=` + +Some of these perform a test on data. A good example of this is the '==' operator. + +This tells R to compare two things and ask if they are equal. If they are equal R will return 'TRUE', if not R will return 'FALSE'. + +On your R cheat sheet, you can see what the others do. Here is a reminder: + +| Symbol | What does | Example | Example result| +|-------- | --------- | -------- |-------| +| `=` or `<-` | assigns |`x = 2` | the value of x is now 2 | +| `==` | Equal? | `x == 2` | TRUE | +| `!=` | Not equal? | `x != 1` | TRUE | +| `<` | Less than | `x < 2` | FALSE | +| `>` | Greater than | `x > 1` | TRUE | +| `<=` | Less than or equal to | `x <= 2` | TRUE| +| `>=` | Greater than or equal to | `x >= 1` | TRUE | +| `%>% ` | sends data into a function | `x %>% print()` | 2 | +| `::` | indicates package | `dplyr::count()` | `count()` fn. from the `dplyr` package| +| `->` | assigns | `2 -> x` | the value of x is now 2 | +| `&` | AND | `x > 1 & x < 3` | TRUE | +| `|` | OR | `x > 3 | x == 3` | TRUE | +| `%in%` | is value in list | `x %in% c(1,2,3)` | TRUE | +| `$` | select a column | `mydata$year` | 1990,1996,...| +| `c()` | combines values | `c(1, 2)` | 1, 2 | +| `#` | comment| `#Riinu changed this` | ignored by R | + + +For example, if we wanted to select the years in the Global Burden of disease study after 2000 (and including 2000) we could type the following: + + +```r +mydata %>% + filter(year >= 2000) +``` + + +To save this as a new object we would then write: + + + +```r +mydata_out = mydata %>% + filter(year >= 2000) + +#Or we could write + +mydata %>% + filter(year >= 2000) -> mydata_out +``` + +How would you change the above code to only include years greater than 2000 (so not including 2000 itself too)? Hint: look at the table of operators above (also in your HealthyR QuickStart Sheet). + +###Exercise + +Modify the above example to filter for only year 2000, not all years greater than 2000. Save it into a variable called `mydata_year2000`. + + + + + +###Exercise + +Let's practice this and combine multiple selections together. + +This '|' means OR and '&' means AND. + +From `mydata`, select the lines where year is either 1990 or 2013 and cause is "Communicable diseases": + + +```r +new_data_selection = mydata %>% + filter( (year == 1990 | year == 2013) & cause == "Communicable diseases") + +# or we can get rid of the extra brackets around the years +# by moving cause into a new filter on a new line: + +new_data_selection = mydata %>% + filter( year == 1990 | year == 2013) %>% + filter( cause == "Communicable diseases" ) +``` + + + +##Types of variables + +Like many other types of statistical software, R needs to know what is the variable type of each column. The main types are: + +### Characters + +**Characters** (sometimes referred to as *strings* or *character strings*) in R are letters, words, or even whole sentences (an example of this may be free text comments). We can specify these using the `as.character()` function. Characters are displayed in-between `""` (or `''`). + +### Factors + +**Factors** are fussy characters. Factors are fussy because they have something called levels. Levels are all the unique values this variable could take - e.g. like when we looked at `mydata$cause %>% unique()`. +Using factors rather than just characters can be useful because: + +* The values factor levels can take is fixed. For example, if the levels of your column called `sex` are "Male" and "Female" and you try to add a new patient where sex is called just "F" you will get a warning from R. If `sex` was a character column rather than a factor R would have no problem with this and you would end up with "Male", "Female", and "F" in your your column. +* Levels have an order. When we plotted the different causes of death in the last session, R ordered them alphabetically (because `cause` was a character rather than a factor). But if you want to use a non-alphabetical order, e.g. "Communicable diseases"-"Non-communicable diseases"-"Injuries", we need make `cause` into a factor. Making a character column into a factor enables us to define and change the order of the levels. Furthermore, there are useful tools such as `fct_inorder` or `fct_infreq` that can order factor levels for us. + +These can be huge benefits, especially as a lot of medical data analyses include comparing different risks to a reference level. Nevertheless, the fussiness of factors can sometimes be unhelpful or even frustrating. For example, if you really did want to add a new level to your `gender` column (e.g., "Prefer not to say") you will either have to convert the column to a character, add it, and convert it back to a factor, or use `fct_expand` to add the level and then add your new line. + +#### Exercise + +Temporarily type `fct_inorder` anywhere in your script, then press F1. Read the **Description** in the Help tab and discuss with your neighbour how `fct_inorder` and `fct_infreq` would order your factor levels. + + +### Numbers + +Self-explanatory! These are numbers. In R, we specify these using the `as.numeric()` function. Numbers without decimal places are sometimes called integers. Click on the blue arrow in front of `mydata` in the Environment tab and see that `year` is an `int` whereas `deaths` is a `num`. + + + + +### Specifying variable types + + +```r +as.character(mydata$cause) + +as.numeric(mydata$year) + +factor(mydata$year) + +#Lets save the cause as a factor + +mydata$cause = factor(mydata$cause) + +#Now lets print it out + +mydata$cause +``` + +### Exercise + +Change the order of the levels in `mydata$cause` so that "Non-communicable diseases" come before "Injuries". Hint: use F1 to investigate examples of how `fct_relevel()` works. + +## Importing data + +For historical reasons, R's default functions (e.g. `read.csv()` or `data.frame()`) convert all characters to factors automatically (for more on this see [forcats.tidyverse.org](http://forcats.tidyverse.org). But it is usually more convenient to deal with characters and convert some of the columns to factors when necessary. + +Base R: + + +```r +mydata = read.csv("global_burden_disease_short.csv", stringsAsFactors = FALSE) +``` + +The tidyverse version, `read_csv()`, has `stringsAsFactors` set to FALSE by default (and it is a lot faster than `read.csv()` when reading in large datasets). + +Tidyverse: + + +```r +mydata = read_csv("global_burden_disease_short.csv") +``` + +``` +## Parsed with column specification: +## cols( +## cause = col_character(), +## year = col_integer(), +## deaths = col_double() +## ) +``` + +You can use the "Import Dataset" button in the Environment tab to get the code for importing data from Excel, SPSS, SAS, or Stata. + +##Adding columns to dataframes + +If we wanted to add in a new column or variable to our data, we can simply can use the dollar sign '$' to create a new variable inside a pre-existing piece of data: + + +```r +mydata$new = 1 + +mydata$new2 = 1:18 +``` + +Run these lines and click on `mydata` in the Environment tab to check this worked as expected. + +Conversely, if we want to delete a specific variable or column we can use the 'NULL' function, or alternatively ask R to `select()` the data without the new variable included. + + +```r +mydata$new = NULL + +mydata = mydata %>% + select(-new2) +``` + +We can make new variables using calculations based on variables in the data too. + +The mutate function is useful here. All you have to specify within the mutate function is the name of the variable (this can be new or pre-existing) and where the new data should come from. + +There are two equivalent ways of defining new columns based on a calculation with a previous column: + + +```r +#First option + +mydata$years_from_1990 = mydata$year - 1990 +mydata$deaths_millions = mydata$deaths/1000000 + +#Second option (mutate() function) + +mydata = mydata %>% + mutate(years_from_1990 = year-1990, + deaths_millions = deaths/1000000) +``` + +Throughout this course we will be using both of these ways to create or modify columns. The first option (using the `$`) can look neater when changing a single variable, but when combining multiple ones you will end up repeating `mydata$`. `mutate()` removes the duplication, but it does add a new line and brackets. + + +## Rounding numbers + +We can use `round()` to round the new variables to create integers. + +### Exercise + +Round the new column `deaths_millions` to no decimals: + + +``` +## [1] 16 27 4 15 30 5 15 32 5 14 34 5 12 36 5 12 38 5 +``` + +How would you round it to 2 decimals? Hint: use F1 to investigate `round()`. What do `ceiling()` and `floor()` do? + +##The combine function: c() + +The combine function combines several values: `c()` + +The combine function can be used with numbers or characters (like words or letters): + + +```r +examplelist = c("Red", "Yellow", "Green", "Blue") + +# Ask R to print it by executing it on its own line + +examplelist +``` + +``` +## [1] "Red" "Yellow" "Green" "Blue" +``` + +### Exercise + +There are 18 lines (observations) in mydata. Create a new variable using `c()` with 18 values (numbers, words, whichever you like, e.g. like we created `examplelist`). Then add it as new column to `mydata$newlist`. Advanced version: do this using a combination of `rep()` and `c()`. + +\newpage +##The `paste()` function + +The `paste()` function is used to paste several words or numbers into one character variable/sentence. + +In the paste function we need to specify what we would like to combine, and what should separate the components. By default, the separation is a space, but we can change this using the `sep =` option within the paste function. + +So, for example if we wanted to make a sentence: + + +```r +paste("Edinburgh", "is", "Great") +``` + +``` +## [1] "Edinburgh is Great" +``` + +```r +#Lets add in full stops + +paste("Edinburgh", "is", "Great", sep = ".") +``` + +``` +## [1] "Edinburgh.is.Great" +``` + +```r +#separator needs to go in "" as it is a character + +#If we really like Edinburgh + +paste("Edinburgh", "is", "Great", sep = "!") +``` + +``` +## [1] "Edinburgh!is!Great" +``` + +```r +#If we want to make it one word + +paste("Edinburgh", "is", "Great", sep = "") # no separator (still need the brackets) +``` + +``` +## [1] "EdinburghisGreat" +``` + +We can also join two different variables together using `paste()`: + + + +```r +paste("Year is", mydata$year) +``` + +``` +## [1] "Year is 1990" "Year is 1990" "Year is 1990" "Year is 1995" +## [5] "Year is 1995" "Year is 1995" "Year is 2000" "Year is 2000" +## [9] "Year is 2000" "Year is 2005" "Year is 2005" "Year is 2005" +## [13] "Year is 2010" "Year is 2010" "Year is 2010" "Year is 2013" +## [17] "Year is 2013" "Year is 2013" +``` + + +###Exercise + +Fix this code: + +Hint: Think about characters and quotes! + + +```r +paste(Today is, Sys.Date() ) +``` + + +##Combining two dataframes + +For combining dataframes based on shared variables we use the Joins: `left_join()`, `right_join()`, `inner_join()`, or `full_join()`. Let's split some of the variables in `mydata` between two new dataframes: `first_data` and `second_data`. For demonstrating the difference between the different joins, we will only include a subset (first 6 rows) of the dataset in `second_data`: + + +```r +first_data = select(mydata, year, cause, deaths_millions) +second_data = select(mydata, year, cause, deaths) %>% slice(1:6) + +#change the order of rows in first_data to demosntrate the join does not rely on the ordering of rows: +first_data = arrange(first_data, deaths_millions) + +combined_left = left_join(first_data, second_data) +combined_right = right_join(first_data, second_data) +combined_inner = inner_join(first_data, second_data) +combined_full = full_join(first_data, second_data) +``` + +Those who have used R before, or those who come across older scripts will have seen `merge()` instead of the joins. `merge()` works similarly to joins, but instead of having the four options defined clearly at the front, you would have had to use the `all = FALSE, all.x = all, all.y = all` arguments. + +![](images/databasejoke.jpg) + +### Exercise + +Investigate the four new dataframes (`combined_`) using the Environment tab and discuss how the different joins (left, right, inner, full) work. + + +##The `summary()` Function + +In R, the `summary()` function provides a quick way of summarising both data or the results of statistical tests. + +Lets get a quick summary of all the variables inside the Global Burden of Disease dataset. It will work for whole datasets and single variables too. + + +```r +mydata %>% summary() +``` + +``` +## cause year deaths years_from_1990 +## Length:18 Min. :1990 Min. : 4325788 Min. : 0.00 +## Class :character 1st Qu.:1995 1st Qu.: 4868151 1st Qu.: 5.00 +## Mode :character Median :2002 Median :14333106 Median :12.50 +## Mean :2002 Mean :17189854 Mean :12.17 +## 3rd Qu.:2010 3rd Qu.:29171175 3rd Qu.:20.00 +## Max. :2013 Max. :38267197 Max. :23.00 +## deaths_millions +## Min. : 4.00 +## 1st Qu.: 5.00 +## Median :14.50 +## Mean :17.22 +## 3rd Qu.:29.25 +## Max. :38.00 +``` + +This even works on statistical tests (we will learn more about these later): + + +```r +# lm stands for linear model +lm(deaths ~ year, data = mydata) %>% summary() +``` + +``` +## +## Call: +## lm(formula = deaths ~ year, data = mydata) +## +## Residuals: +## Min 1Q Median 3Q Max +## -13480641 -11791203 -2889909 12818624 19999627 +## +## Coefficients: +## Estimate Std. Error t value Pr(>|t|) +## (Intercept) -181988644 736014812 -0.247 0.808 +## year 99482 367606 0.271 0.790 +## +## Residual standard error: 12590000 on 16 degrees of freedom +## Multiple R-squared: 0.004556, Adjusted R-squared: -0.05766 +## F-statistic: 0.07324 on 1 and 16 DF, p-value: 0.7901 +``` + +### When pipe sends data to the wrong place + +Note that our usual way of doing things with the pipe would not work here: + + + +```r +mydata %>% + lm(deaths ~ year) %>% + summary() +``` + +This is because the pipe tries to send data into the first place of the function (first argument), but `lm()` wants the formula (`deaths ~ year`) first, then the dataframe. We can bypass this using `data = .` to tell the pipe where to send mydata: + + +```r +mydata %>% + lm(deaths ~ year, data = .) %>% + summary() +``` + + +###Exercise + +Try adding a new variable called `death_over_10m` which indicates whether there were 10 million deaths or more for each cause. The new variable should take the form 'Yes' or 'No'. + +Then make it a factor. + +Then use `summary()` to find out about it! + +```r +mydata = mydata %>% + mutate(death_over_10m = ifelse(deaths >= 10000000, "Yes", "No")) #Using ifelse + +mydata$death_over_10m = as.factor(mydata$death_over_10m) + +mydata$death_over_10m %>% summary() +``` + +``` +## No Yes +## 6 12 +``` + +##Extra: Creating a dataframe from scratch + +It is rare that you will need to create a dataframe by hand as most of the time you will be reading in a data from a .csv or similar. But in some cases (e.g., when creating special labels for a plot) it might be useful, so this is how to create one: + + + +```r +patient_id = paste0("ID", 1:10) +sex = rep(c("Female", "Male"), 5) +age = 18:27 + +newdata = data_frame(patient_id, sex, age) + +#same as + +newdata = data_frame( + patient_id = paste0("ID", 1:10), #note the commas + sex = rep(c("Female", "Male"), 5), + age = 18:27 +) +``` + + +If we used `data.frame()` instead of `data_frame()`, all our character variables (`patient_id`, `sex`) would become factors automatically. This might make sense for `sex`, but it doesn't for `patient_id`. + +###Exercise + +Create a new dataframe called `my_dataframe` that looks like this: + +Hint: Use the functions `paste0()`, `seq()` and `rep()` + + + +``` +## # A tibble: 10 x 3 +## patient_id age sex +## +## 1 ID11 15.0 Male +## 2 ID12 20.0 Male +## 3 ID13 25.0 Male +## 4 ID14 30.0 Male +## 5 ID15 35.0 Male +## 6 ID16 40.0 Female +## 7 ID17 45.0 Female +## 8 ID18 50.0 Female +## 9 ID19 55.0 Female +## 10 ID20 60.0 Female +``` + + +## Solutions + +**2.5.3** + + +```r +mydata %>% names() +mydata %>% head() +mydata %>% str() +``` + +**2.5.4** + + +```r +mydata$cause %>% unique() %>% length() +``` + +``` +## [1] 3 +``` + +**2.6.2** + + +```r +mydata_year2000 = mydata %>% + filter(year == 2000) +``` + +**2.7.5** + + +```r +mydata$cause %>% fct_relevel("Injuries", after = 1) +``` + +**2.10.1** + + +```r +mydata$deaths_millions = round(mydata$deaths_millions) + +# or +mydata$deaths_millions = mydata$deaths_millions %>% round() + +# or even (load magrittr to get the superpower pipe - %<>%) + +library(magrittr) + +mydata$deaths_millions %<>% round() +``` + +**2.11.1** + + +```r +examplelist = c("Red", "Yellow", "Green", "Blue", + "Red", "Yellow", "Green", "Blue", + "Red", "Yellow", "Green", "Blue", + "Red", "Yellow", "Green", "Blue", + "Green", "Blue") + +#Let's see what we've made by using print + +mydata$newlist = examplelist + + +# using rep() + +examplelist2 = rep(c("Green", "Red"), 9) +``` + + +**2.12.1** + + +```r +paste("Today is", Sys.Date()) +``` + +**2.15.1** + + +```r +my_dataframe = data_frame( + patient_id = paste0("ID", 11:20), + age = seq(15, 60, 5), + sex = c( rep("Male", 5), rep("Female", 5)) +) +``` diff --git a/03_summarising.Rmd b/03_summarising.Rmd index f230a2f..99c7c98 100755 --- a/03_summarising.Rmd +++ b/03_summarising.Rmd @@ -29,7 +29,7 @@ mydata %>% Most of the functions introduced in this session come from the tidyverse family (http://tidyverse.org/), rather than Base R. Including `library(tidyverse)` in your script loads a list of packages: ggplot2, dplyr, tidry, forcats, etc. -include_graphics("images/library_vs_package.png") +`r knitr::include_graphics("images/library_vs_package.png")` ```{r , message=F} diff --git a/03_summarising.md b/03_summarising.md new file mode 100644 index 0000000..ce89dd5 --- /dev/null +++ b/03_summarising.md @@ -0,0 +1,563 @@ +# Summarising data + +In this session we will get to know our three best friends for summarising data: `group_by()`, `summarise()`, and `mutate()`. + +## Data +In Session 2, we used a very condensed version of the Global Burden of Disease data. In this module we are going back to a longer one and we will learn how to summarise it ourselves. + + +```r +source("1_source_theme.R") +load("global_burden_disease_long.rda") +``` + +We were already using this longer dataset in Session1, but with `colour=cause` to hide the fact that the total deaths in each year was made up of 12 lines groups of data (as the black lines on the bars indicate): + + +```r +mydata %>% + ggplot(aes(x=year, y=deaths_millions, fill=cause))+ + geom_col(colour = "black") +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-2-1.png) + +```r +mydata %>% + filter(year == 1990) +``` + +``` +## location cause sex year deaths_millions +## 1 Developing Non-communicable diseases Male 1990 9.2277141 +## 2 Developing Non-communicable diseases Female 1990 8.0242455 +## 3 Developed Non-communicable diseases Male 1990 4.7692902 +## 4 Developed Non-communicable diseases Female 1990 4.9722431 +## 5 Developing Injuries Male 1990 2.2039625 +## 6 Developing Injuries Female 1990 1.2698308 +## 7 Developed Injuries Male 1990 0.5941184 +## 8 Developed Injuries Female 1990 0.2578759 +## 9 Developing Communicable diseases Male 1990 7.9819728 +## 10 Developing Communicable diseases Female 1990 7.5416376 +## 11 Developed Communicable diseases Male 1990 0.3387820 +## 12 Developed Communicable diseases Female 1990 0.2870169 +``` + +## Tidyverse packages: ggplot2, dplyr, tidyr, etc. + +Most of the functions introduced in this session come from the tidyverse family (http://tidyverse.org/), rather than Base R. Including `library(tidyverse)` in your script loads a list of packages: ggplot2, dplyr, tidry, forcats, etc. + +![](images/library_vs_package.png) + + +```r +library(tidyverse) +``` + + +## Basic functions for summarising data + +You can always pick a column and ask R to give you the `sum()`, `mean()`, `min()`, `max()`, etc. for it: + + +```r +mydata$deaths_millions %>% sum() +``` + +``` +## [1] 309.4174 +``` + +```r +mydata$deaths_millions %>% mean() +``` + +``` +## [1] 4.297463 +``` + +But if you want to get the total number of deaths for each `year` (or `cause`, or `sex`, whichever grouping variables you have in your dataset) you can use `group_by()` and `summarise()` that make subgroup analysis very convenient and efficient. + + +## Subgroup analysis: `group_by()` and `summarise()` + +The `group_by()` function tells R that you are about to perform subgroup analysis on your data. It retains information about your groupings and calculations are applied on each group separately. To go back to summarising the whole dataset again use `ungroup()`. Note that `summarise()` is different to the `summary()` function we used in Session 2. + +With `summarise()`, we can calculate the total number of deaths per year: + + +```r +mydata %>% + group_by(year) %>% + summarise(total_per_year = sum(deaths_millions)) -> + summary_data1 + + +mydata %>% + group_by(year, cause) %>% + summarise(total_per_cause = sum(deaths_millions)) -> + summary_data2 +``` + +* `summary_data1` includes the total number of deaths per year. +* `summary_data2` includes the number of deaths per cause per year. + +### Exercise + +Compare the sizes - number of rows (observations) and number of columns (variables) - of `mydata`, `summary_data1`, and `summary_data2` (in the Environment tab). + +* `summary_data2` has exactly 3 times as many rows as `summary_data1`. Why? +* `mydata` has 5 variables, whereas the summarised dataframes have 2 and 3. Which variables got dropped? Why? + + +### Exercise + +For each cause, calculate its percentage to total deaths in each year. + +Hint: Use `full_join()` on `summary_data1` and `summary_data2`. + +Solution: + +```r +alldata = full_join(summary_data1, summary_data2) +``` + +``` +## Joining, by = "year" +``` + +```r +alldata$percentage = round(100*alldata$total_per_cause/alldata$total_per_year, 0) +``` + + +## `mutate()` + +Mutate works similarly to `summarise()` (as in it respects groupings set with `group_by()`), but it adds a new column into the original data. `summarise()`, on the other hand, condenses the data into a minimal table that only includes the variables specifically asked for. + +### Exercise + +Investigate these examples to learn how `summarise()` and `mutate()` differ. + + +```r +summarise_example = mydata %>% + summarise(total_deaths = sum(deaths_millions)) + +mutate_example = mydata %>% + mutate(total_deaths = sum(deaths_millions)) +``` + +You should see that `mutate()` adds the same number total number (309.4174) to every line in the dataframe. + +### Optional advanced exercise + +Based on what we just observed on how `mutate()` adds a value to each row, can you think of a way to redo **Exercise 3.4.2** without using a join? Hint: instead of creating `summary_data1` (total deaths per year) as a separate dataframe which we then merge with `summary_data2` (total deaths for all causes per year), we can use `mutate()` to add total death per year to each row. + + +```r +mydata %>% + group_by(year, cause) %>% + summarise(total_per_cause = sum(deaths_millions)) %>% + group_by(year) %>% + mutate(total_per_year = sum(total_per_cause)) %>% + mutate(percentage = 100*total_per_cause/total_per_year) -> alldata +``` + + + + + +## Wide vs long: `spread()` and `gather()` + + +### Wide format +Although having data in the long format is very convenient for R, for publication tables, it makes sense to spread some of the values out into columns: + + +```r +alldata %>% + mutate(percentage = paste0(round(percentage, 2), "%")) %>% #add a % label and round to 2 decimals + select(year, cause, percentage) %>% #only select the variables you want in your final table + spread(cause, percentage) +``` + +``` +## # A tibble: 6 x 4 +## # Groups: year [6] +## year `Communicable diseases` Injuries `Non-communicable diseases` +## * +## 1 1990 34.02% 9.11% 56.87% +## 2 1995 30.91% 9.28% 59.81% +## 3 2000 28.93% 9.35% 61.72% +## 4 2005 26.53% 9.23% 64.24% +## 5 2010 23.17% 9.26% 67.57% +## 6 2013 21.53% 8.73% 69.75% +``` + +### Exercise +Calculate the percentage of male and female deaths for each year. Spread it to a human readable form: + +Hints: + +* create `summary_data3` that includes a variable called `total_per_sex` +* merge `summary_data1` and `summary_data3` into a new data frame +* calculate the percentage of `total_per_sex` to `total_per_year` +* round, add % labels +* spread + + +Solution: + +```r +mydata %>% + group_by(year) %>% + summarise(total_per_year = sum(deaths_millions)) -> + summary_data1 + +mydata %>% + group_by(year, sex) %>% + summarise(total_per_sex = sum(deaths_millions)) -> + summary_data3 + +alldata = full_join(summary_data1, summary_data3) +``` + +``` +## Joining, by = "year" +``` + +```r +result_spread = alldata %>% + mutate(percentage = round(100*total_per_sex/total_per_year, 0)) %>% + mutate(percentage = paste0(percentage, "%")) %>% + select(year, sex, percentage) %>% + spread(sex, percentage) + +result_spread +``` + +``` +## # A tibble: 6 x 3 +## year Female Male +## * +## 1 1990 47% 53% +## 2 1995 47% 53% +## 3 2000 46% 54% +## 4 2005 46% 54% +## 5 2010 46% 54% +## 6 2013 45% 55% +``` + +And save it into a csv file using `write_csv()`: + + +```r +write_csv(result_spread, "gbd_genders_summarised.csv") +``` + +You can open a csv file with Excel and copy the table into Word or PowerPoint for presenting. + + +### Long format + +The opposite of `spread()` is `gather()`: + +* The first argument is a name for the column that will include columns gathered from the wide columns (in this example, `Male` and `Female` are gathered into `sex`). +* The second argument is a name for the column that will include the values from the wide-format columns (the values from `Male` and `Female` are gathered into `percentage`). +* Any columns that already are condensed (e.g. year was in one column, not spread out like in the pre-course example) must be included with a negative (i.e. -year). + + +```r +result_spread %>% + gather(sex, percentage, -year) +``` + +``` +## # A tibble: 12 x 3 +## year sex percentage +## +## 1 1990 Female 47% +## 2 1995 Female 47% +## 3 2000 Female 46% +## 4 2005 Female 46% +## 5 2010 Female 46% +## 6 2013 Female 45% +## 7 1990 Male 53% +## 8 1995 Male 53% +## 9 2000 Male 54% +## 10 2005 Male 54% +## 11 2010 Male 54% +## 12 2013 Male 55% +``` + + + +### Exercise + +Test what happens when you + +* Change the order of sex and percentage: + + +```r +result_spread %>% + gather(percentage, sex, -year) +``` + +Turns out in the above example, `percentage` and `sex` were just label you assigned to the gathered columns. It could be anything, e.g.: + + +```r +result_spread %>% + gather(look-I-gathered-sex, values-Are-Here, -year) +``` + +* What happens if we omit `-year`: + + +```r +result_spread %>% + gather(sex, percentage) +``` + +`-year` was telling R we don't want the year column to be gathered together with Male and Female, we want to keep it as it is. + + +## Sorting: `arrange()` + +To reorder data ascendingly or descendingly, `use arrange()`: + + +```r +mydata %>% + group_by(year) %>% + summarise(total = sum(deaths_millions)) %>% + arrange(-year) # reorder after summarise() +``` + + +\newpage + +## Factor handling + +We talked about the pros and cons of working with factors in Session 2. Overall, they are very useful for the type of analyses involved in medical research. + +### Exercise +Explain how and why these two plots are different. + + +```r +mydata %>% + ggplot(aes(x=year, y=deaths_millions, fill=cause))+ + geom_col() +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-17-1.png) + +```r +mydata %>% + ggplot(aes(x=factor(year), y=deaths_millions, fill=cause, colour=cause))+ + geom_col() +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-17-2.png) + +What about these? + +![](03_summarising_files/figure-epub3/unnamed-chunk-18-1.png)![](03_summarising_files/figure-epub3/unnamed-chunk-18-2.png) + +These illustrate why it might sometimes be useful to use numbers as factors - on the second one we have used `fill=factor(year)` as the fill, so each year gets a distinct colour, rather than a gradual palette. + +### `fct_collapse()` - grouping levels together + + + +```r +mydata$cause %>% + fct_collapse("Non-communicable and injuries" = c("Non-communicable diseases", "Injuries")) -> + mydata$cause2 + +mydata$cause %>% levels() +``` + +``` +## [1] "Communicable diseases" "Injuries" +## [3] "Non-communicable diseases" +``` + +```r +mydata$cause2 %>% levels() +``` + +``` +## [1] "Communicable diseases" "Non-communicable and injuries" +``` + +### `fct_relevel()` - change the order of levels + +Another reason to sometimes make a numeric variable into a factor is that we can then reorder it for the plot: + + +```r +mydata$year %>% + factor() %>% + fct_relevel("2013") -> #brings 2013 to the front + mydata$year.factor + +source("1_source_theme.R") + +mydata %>% + ggplot(aes(x=year.factor, y=deaths_millions, fill=cause))+ + geom_col() +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-20-1.png) + +### `fct_recode()` - rename levels + +```r +mydata$cause %>% + levels() # levels() lists the factor levels of a column +``` + +``` +## [1] "Communicable diseases" "Injuries" +## [3] "Non-communicable diseases" +``` + +```r +mydata$cause %>% + fct_recode("Deaths from injury" = "Injuries") %>% + levels() +``` + +``` +## [1] "Communicable diseases" "Deaths from injury" +## [3] "Non-communicable diseases" +``` + +### Converting factors to numbers + +MUST REMEMBER: factor needs to become `as.character()` before converting to numeric or date! +(Factors are actually stored as labelled integers (so like number codes), only the function `as.character()` will turn a factor back into a collated format which can then be converted into a number or date.) + +### Exercise + +Investigate the two examples converting the `year.factor` variable back to a number. + + +```r +mydata$year.factor +``` + +``` +## [1] 1990 1990 1990 1990 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 +## [15] 2005 2005 2010 2010 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 +## [29] 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 +## [43] 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 1995 1995 1995 1995 +## [57] 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 2010 2010 2013 2013 +## [71] 2013 2013 +## Levels: 2013 1990 1995 2000 2005 2010 +``` + +```r +mydata$year.factor %>% + as.numeric() +``` + +``` +## [1] 2 2 2 2 3 3 3 3 4 4 4 4 5 5 5 5 6 6 6 6 1 1 1 1 2 2 2 2 3 3 3 3 4 4 4 +## [36] 4 5 5 5 5 6 6 6 6 1 1 1 1 2 2 2 2 3 3 3 3 4 4 4 4 5 5 5 5 6 6 6 6 1 1 +## [71] 1 1 +``` + +```r +mydata$year.factor %>% + as.character() %>% + as.numeric() +``` + +``` +## [1] 1990 1990 1990 1990 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 +## [15] 2005 2005 2010 2010 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 +## [29] 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 +## [43] 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 1995 1995 1995 1995 +## [57] 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 2010 2010 2013 2013 +## [71] 2013 2013 +``` + +\newpage +## Long Exercise + +This exercise includes multiple steps, combining all of the above. + +First, create a new script called "2_long_exercise.R". Then Restart your R session, add `library(tidyverse)` and load `"global_burden_disease_long.rda"` again. + +* Calculate the total number of deaths in Developed and Developing countries. Hint: use `group_by(location)` and `summarise( Include new column name = sum() here)`. +* Calculate the total number of deaths in Developed and Developing countries and for men and women. Hint: this is as easy as adding `, sex` to `group_by()`. +* Filter for 1990. +* `spread()` the the `location` column. + + +``` +## # A tibble: 2 x 3 +## sex Developed Developing +## * +## 1 Female 5.52 16.8 +## 2 Male 5.70 19.4 +``` + + + +## Extra: formatting a table for publication + +Creating a publication table with both the total numbers and percentages (in brackets) + using `formatC()` to retain trailing zeros: + + +```r +# Let's use alldata from Exercise 5.2: + +mydata %>% + group_by(year, cause) %>% + summarise(total_per_cause = sum(deaths_millions)) %>% + group_by(year) %>% + mutate(total_per_year = sum(total_per_cause)) %>% + mutate(percentage = 100*total_per_cause/total_per_year) -> alldata + +alldata %>% + mutate(total_percentage = + paste0(round(total_per_cause, 1) %>% formatC(1, format = "f"), + " (", round(percentage, 1) %>% formatC(1, format = "f"), + "%)" + ) + ) %>% + select(year, cause, total_percentage) %>% + spread(cause, total_percentage) +``` + +``` +## # A tibble: 6 x 4 +## # Groups: year [6] +## year `Communicable diseases` Injuries `Non-communicable diseases` +## * +## 1 1990 16.1 (34.0%) 4.3 (9.1%) 27.0 (56.9%) +## 2 1995 15.4 (30.9%) 4.6 (9.3%) 29.9 (59.8%) +## 3 2000 14.8 (28.9%) 4.8 (9.4%) 31.5 (61.7%) +## 4 2005 13.9 (26.5%) 4.8 (9.2%) 33.6 (64.2%) +## 5 2010 12.4 (23.2%) 5.0 (9.3%) 36.3 (67.6%) +## 6 2013 11.8 (21.5%) 4.8 (8.7%) 38.3 (69.7%) +``` + + +## Solution: Long Exercise + + +```r +mydata %>% + filter(year == 1990) %>% + group_by(location, sex) %>% + summarise(total_deaths = sum(deaths_millions)) %>% + spread(location, total_deaths) +``` + diff --git a/03_summarising.utf8.md b/03_summarising.utf8.md new file mode 100644 index 0000000..ce89dd5 --- /dev/null +++ b/03_summarising.utf8.md @@ -0,0 +1,563 @@ +# Summarising data + +In this session we will get to know our three best friends for summarising data: `group_by()`, `summarise()`, and `mutate()`. + +## Data +In Session 2, we used a very condensed version of the Global Burden of Disease data. In this module we are going back to a longer one and we will learn how to summarise it ourselves. + + +```r +source("1_source_theme.R") +load("global_burden_disease_long.rda") +``` + +We were already using this longer dataset in Session1, but with `colour=cause` to hide the fact that the total deaths in each year was made up of 12 lines groups of data (as the black lines on the bars indicate): + + +```r +mydata %>% + ggplot(aes(x=year, y=deaths_millions, fill=cause))+ + geom_col(colour = "black") +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-2-1.png) + +```r +mydata %>% + filter(year == 1990) +``` + +``` +## location cause sex year deaths_millions +## 1 Developing Non-communicable diseases Male 1990 9.2277141 +## 2 Developing Non-communicable diseases Female 1990 8.0242455 +## 3 Developed Non-communicable diseases Male 1990 4.7692902 +## 4 Developed Non-communicable diseases Female 1990 4.9722431 +## 5 Developing Injuries Male 1990 2.2039625 +## 6 Developing Injuries Female 1990 1.2698308 +## 7 Developed Injuries Male 1990 0.5941184 +## 8 Developed Injuries Female 1990 0.2578759 +## 9 Developing Communicable diseases Male 1990 7.9819728 +## 10 Developing Communicable diseases Female 1990 7.5416376 +## 11 Developed Communicable diseases Male 1990 0.3387820 +## 12 Developed Communicable diseases Female 1990 0.2870169 +``` + +## Tidyverse packages: ggplot2, dplyr, tidyr, etc. + +Most of the functions introduced in this session come from the tidyverse family (http://tidyverse.org/), rather than Base R. Including `library(tidyverse)` in your script loads a list of packages: ggplot2, dplyr, tidry, forcats, etc. + +![](images/library_vs_package.png) + + +```r +library(tidyverse) +``` + + +## Basic functions for summarising data + +You can always pick a column and ask R to give you the `sum()`, `mean()`, `min()`, `max()`, etc. for it: + + +```r +mydata$deaths_millions %>% sum() +``` + +``` +## [1] 309.4174 +``` + +```r +mydata$deaths_millions %>% mean() +``` + +``` +## [1] 4.297463 +``` + +But if you want to get the total number of deaths for each `year` (or `cause`, or `sex`, whichever grouping variables you have in your dataset) you can use `group_by()` and `summarise()` that make subgroup analysis very convenient and efficient. + + +## Subgroup analysis: `group_by()` and `summarise()` + +The `group_by()` function tells R that you are about to perform subgroup analysis on your data. It retains information about your groupings and calculations are applied on each group separately. To go back to summarising the whole dataset again use `ungroup()`. Note that `summarise()` is different to the `summary()` function we used in Session 2. + +With `summarise()`, we can calculate the total number of deaths per year: + + +```r +mydata %>% + group_by(year) %>% + summarise(total_per_year = sum(deaths_millions)) -> + summary_data1 + + +mydata %>% + group_by(year, cause) %>% + summarise(total_per_cause = sum(deaths_millions)) -> + summary_data2 +``` + +* `summary_data1` includes the total number of deaths per year. +* `summary_data2` includes the number of deaths per cause per year. + +### Exercise + +Compare the sizes - number of rows (observations) and number of columns (variables) - of `mydata`, `summary_data1`, and `summary_data2` (in the Environment tab). + +* `summary_data2` has exactly 3 times as many rows as `summary_data1`. Why? +* `mydata` has 5 variables, whereas the summarised dataframes have 2 and 3. Which variables got dropped? Why? + + +### Exercise + +For each cause, calculate its percentage to total deaths in each year. + +Hint: Use `full_join()` on `summary_data1` and `summary_data2`. + +Solution: + +```r +alldata = full_join(summary_data1, summary_data2) +``` + +``` +## Joining, by = "year" +``` + +```r +alldata$percentage = round(100*alldata$total_per_cause/alldata$total_per_year, 0) +``` + + +## `mutate()` + +Mutate works similarly to `summarise()` (as in it respects groupings set with `group_by()`), but it adds a new column into the original data. `summarise()`, on the other hand, condenses the data into a minimal table that only includes the variables specifically asked for. + +### Exercise + +Investigate these examples to learn how `summarise()` and `mutate()` differ. + + +```r +summarise_example = mydata %>% + summarise(total_deaths = sum(deaths_millions)) + +mutate_example = mydata %>% + mutate(total_deaths = sum(deaths_millions)) +``` + +You should see that `mutate()` adds the same number total number (309.4174) to every line in the dataframe. + +### Optional advanced exercise + +Based on what we just observed on how `mutate()` adds a value to each row, can you think of a way to redo **Exercise 3.4.2** without using a join? Hint: instead of creating `summary_data1` (total deaths per year) as a separate dataframe which we then merge with `summary_data2` (total deaths for all causes per year), we can use `mutate()` to add total death per year to each row. + + +```r +mydata %>% + group_by(year, cause) %>% + summarise(total_per_cause = sum(deaths_millions)) %>% + group_by(year) %>% + mutate(total_per_year = sum(total_per_cause)) %>% + mutate(percentage = 100*total_per_cause/total_per_year) -> alldata +``` + + + + + +## Wide vs long: `spread()` and `gather()` + + +### Wide format +Although having data in the long format is very convenient for R, for publication tables, it makes sense to spread some of the values out into columns: + + +```r +alldata %>% + mutate(percentage = paste0(round(percentage, 2), "%")) %>% #add a % label and round to 2 decimals + select(year, cause, percentage) %>% #only select the variables you want in your final table + spread(cause, percentage) +``` + +``` +## # A tibble: 6 x 4 +## # Groups: year [6] +## year `Communicable diseases` Injuries `Non-communicable diseases` +## * +## 1 1990 34.02% 9.11% 56.87% +## 2 1995 30.91% 9.28% 59.81% +## 3 2000 28.93% 9.35% 61.72% +## 4 2005 26.53% 9.23% 64.24% +## 5 2010 23.17% 9.26% 67.57% +## 6 2013 21.53% 8.73% 69.75% +``` + +### Exercise +Calculate the percentage of male and female deaths for each year. Spread it to a human readable form: + +Hints: + +* create `summary_data3` that includes a variable called `total_per_sex` +* merge `summary_data1` and `summary_data3` into a new data frame +* calculate the percentage of `total_per_sex` to `total_per_year` +* round, add % labels +* spread + + +Solution: + +```r +mydata %>% + group_by(year) %>% + summarise(total_per_year = sum(deaths_millions)) -> + summary_data1 + +mydata %>% + group_by(year, sex) %>% + summarise(total_per_sex = sum(deaths_millions)) -> + summary_data3 + +alldata = full_join(summary_data1, summary_data3) +``` + +``` +## Joining, by = "year" +``` + +```r +result_spread = alldata %>% + mutate(percentage = round(100*total_per_sex/total_per_year, 0)) %>% + mutate(percentage = paste0(percentage, "%")) %>% + select(year, sex, percentage) %>% + spread(sex, percentage) + +result_spread +``` + +``` +## # A tibble: 6 x 3 +## year Female Male +## * +## 1 1990 47% 53% +## 2 1995 47% 53% +## 3 2000 46% 54% +## 4 2005 46% 54% +## 5 2010 46% 54% +## 6 2013 45% 55% +``` + +And save it into a csv file using `write_csv()`: + + +```r +write_csv(result_spread, "gbd_genders_summarised.csv") +``` + +You can open a csv file with Excel and copy the table into Word or PowerPoint for presenting. + + +### Long format + +The opposite of `spread()` is `gather()`: + +* The first argument is a name for the column that will include columns gathered from the wide columns (in this example, `Male` and `Female` are gathered into `sex`). +* The second argument is a name for the column that will include the values from the wide-format columns (the values from `Male` and `Female` are gathered into `percentage`). +* Any columns that already are condensed (e.g. year was in one column, not spread out like in the pre-course example) must be included with a negative (i.e. -year). + + +```r +result_spread %>% + gather(sex, percentage, -year) +``` + +``` +## # A tibble: 12 x 3 +## year sex percentage +## +## 1 1990 Female 47% +## 2 1995 Female 47% +## 3 2000 Female 46% +## 4 2005 Female 46% +## 5 2010 Female 46% +## 6 2013 Female 45% +## 7 1990 Male 53% +## 8 1995 Male 53% +## 9 2000 Male 54% +## 10 2005 Male 54% +## 11 2010 Male 54% +## 12 2013 Male 55% +``` + + + +### Exercise + +Test what happens when you + +* Change the order of sex and percentage: + + +```r +result_spread %>% + gather(percentage, sex, -year) +``` + +Turns out in the above example, `percentage` and `sex` were just label you assigned to the gathered columns. It could be anything, e.g.: + + +```r +result_spread %>% + gather(look-I-gathered-sex, values-Are-Here, -year) +``` + +* What happens if we omit `-year`: + + +```r +result_spread %>% + gather(sex, percentage) +``` + +`-year` was telling R we don't want the year column to be gathered together with Male and Female, we want to keep it as it is. + + +## Sorting: `arrange()` + +To reorder data ascendingly or descendingly, `use arrange()`: + + +```r +mydata %>% + group_by(year) %>% + summarise(total = sum(deaths_millions)) %>% + arrange(-year) # reorder after summarise() +``` + + +\newpage + +## Factor handling + +We talked about the pros and cons of working with factors in Session 2. Overall, they are very useful for the type of analyses involved in medical research. + +### Exercise +Explain how and why these two plots are different. + + +```r +mydata %>% + ggplot(aes(x=year, y=deaths_millions, fill=cause))+ + geom_col() +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-17-1.png) + +```r +mydata %>% + ggplot(aes(x=factor(year), y=deaths_millions, fill=cause, colour=cause))+ + geom_col() +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-17-2.png) + +What about these? + +![](03_summarising_files/figure-epub3/unnamed-chunk-18-1.png)![](03_summarising_files/figure-epub3/unnamed-chunk-18-2.png) + +These illustrate why it might sometimes be useful to use numbers as factors - on the second one we have used `fill=factor(year)` as the fill, so each year gets a distinct colour, rather than a gradual palette. + +### `fct_collapse()` - grouping levels together + + + +```r +mydata$cause %>% + fct_collapse("Non-communicable and injuries" = c("Non-communicable diseases", "Injuries")) -> + mydata$cause2 + +mydata$cause %>% levels() +``` + +``` +## [1] "Communicable diseases" "Injuries" +## [3] "Non-communicable diseases" +``` + +```r +mydata$cause2 %>% levels() +``` + +``` +## [1] "Communicable diseases" "Non-communicable and injuries" +``` + +### `fct_relevel()` - change the order of levels + +Another reason to sometimes make a numeric variable into a factor is that we can then reorder it for the plot: + + +```r +mydata$year %>% + factor() %>% + fct_relevel("2013") -> #brings 2013 to the front + mydata$year.factor + +source("1_source_theme.R") + +mydata %>% + ggplot(aes(x=year.factor, y=deaths_millions, fill=cause))+ + geom_col() +``` + +![](03_summarising_files/figure-epub3/unnamed-chunk-20-1.png) + +### `fct_recode()` - rename levels + +```r +mydata$cause %>% + levels() # levels() lists the factor levels of a column +``` + +``` +## [1] "Communicable diseases" "Injuries" +## [3] "Non-communicable diseases" +``` + +```r +mydata$cause %>% + fct_recode("Deaths from injury" = "Injuries") %>% + levels() +``` + +``` +## [1] "Communicable diseases" "Deaths from injury" +## [3] "Non-communicable diseases" +``` + +### Converting factors to numbers + +MUST REMEMBER: factor needs to become `as.character()` before converting to numeric or date! +(Factors are actually stored as labelled integers (so like number codes), only the function `as.character()` will turn a factor back into a collated format which can then be converted into a number or date.) + +### Exercise + +Investigate the two examples converting the `year.factor` variable back to a number. + + +```r +mydata$year.factor +``` + +``` +## [1] 1990 1990 1990 1990 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 +## [15] 2005 2005 2010 2010 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 +## [29] 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 +## [43] 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 1995 1995 1995 1995 +## [57] 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 2010 2010 2013 2013 +## [71] 2013 2013 +## Levels: 2013 1990 1995 2000 2005 2010 +``` + +```r +mydata$year.factor %>% + as.numeric() +``` + +``` +## [1] 2 2 2 2 3 3 3 3 4 4 4 4 5 5 5 5 6 6 6 6 1 1 1 1 2 2 2 2 3 3 3 3 4 4 4 +## [36] 4 5 5 5 5 6 6 6 6 1 1 1 1 2 2 2 2 3 3 3 3 4 4 4 4 5 5 5 5 6 6 6 6 1 1 +## [71] 1 1 +``` + +```r +mydata$year.factor %>% + as.character() %>% + as.numeric() +``` + +``` +## [1] 1990 1990 1990 1990 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 +## [15] 2005 2005 2010 2010 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 +## [29] 1995 1995 1995 1995 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 +## [43] 2010 2010 2013 2013 2013 2013 1990 1990 1990 1990 1995 1995 1995 1995 +## [57] 2000 2000 2000 2000 2005 2005 2005 2005 2010 2010 2010 2010 2013 2013 +## [71] 2013 2013 +``` + +\newpage +## Long Exercise + +This exercise includes multiple steps, combining all of the above. + +First, create a new script called "2_long_exercise.R". Then Restart your R session, add `library(tidyverse)` and load `"global_burden_disease_long.rda"` again. + +* Calculate the total number of deaths in Developed and Developing countries. Hint: use `group_by(location)` and `summarise( Include new column name = sum() here)`. +* Calculate the total number of deaths in Developed and Developing countries and for men and women. Hint: this is as easy as adding `, sex` to `group_by()`. +* Filter for 1990. +* `spread()` the the `location` column. + + +``` +## # A tibble: 2 x 3 +## sex Developed Developing +## * +## 1 Female 5.52 16.8 +## 2 Male 5.70 19.4 +``` + + + +## Extra: formatting a table for publication + +Creating a publication table with both the total numbers and percentages (in brackets) + using `formatC()` to retain trailing zeros: + + +```r +# Let's use alldata from Exercise 5.2: + +mydata %>% + group_by(year, cause) %>% + summarise(total_per_cause = sum(deaths_millions)) %>% + group_by(year) %>% + mutate(total_per_year = sum(total_per_cause)) %>% + mutate(percentage = 100*total_per_cause/total_per_year) -> alldata + +alldata %>% + mutate(total_percentage = + paste0(round(total_per_cause, 1) %>% formatC(1, format = "f"), + " (", round(percentage, 1) %>% formatC(1, format = "f"), + "%)" + ) + ) %>% + select(year, cause, total_percentage) %>% + spread(cause, total_percentage) +``` + +``` +## # A 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Specify how you want data points grouped to lines: `group = country` in `aes()`: + + +```r +mydata %>% + ggplot(aes(x = year, y=lifeExp, group = country)) + + geom_line() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-5-1.png) + +### Exercise + +Follow the step-by-step instructions to transform the grey plot just above into this: + + +![](04_plotting_files/figure-epub3/unnamed-chunk-6-1.png) + +* Colour lines by continents: `colour=continent` to `aes()` +* *Similarly to what we did in `geom_point()`, you can even size the line thicknesses by each country's population: `size=pop` to `aes()`* +* Continents on separate panels: `+ facet_wrap(~continent)` +* Make the background white: `+ theme_bw()` +* Use a nicer colour scheme: `+ scale_colour_brewer(palette = "Paired")` + + + + + +### Advanced example + +For European countries only (`filter(continent == "Europe") %>%`), plot life expectancy over time in grey colour for all countries, then add United Kingdom as a red line: + + + +```r +mydata %>% + filter(continent == "Europe") %>% #Europe only + ggplot(aes(x = year, y=lifeExp, group = country)) + + geom_line(colour = "grey") + + theme_bw() + + geom_line(data = filter(mydata, country == "United Kingdom"), colour = "red") +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-7-1.png) + + +### Advanced Exercise + +As previous, but add a line for France in blue: + +![](04_plotting_files/figure-epub3/unnamed-chunk-8-1.png) + + + +## Box-plot - `geom_boxplot()` + +Plot the distribution of life expectancies within each continent at year 2007: + +* `filter(year == 2007) %>%` +* `x = continent, y = lifeExp` +* `+ geom_boxplot()` + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent, y = lifeExp)) + + geom_boxplot() + + theme_bw() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-9-1.png) + + +### Exercise + +Add individual (country) points on top of the box plot: + +![](04_plotting_files/figure-epub3/unnamed-chunk-10-1.png) + +Hint: Use `geom_jitter()` instead of `geom_point()` to reduce overlap by spreading the points horizontally. Include the `width=0.3` option to reduce the width of the jitter. + +**Optional:** + +Include text labels for the highest life expectancy country of each continent. + +**Hint 1** Create a separate dataframe called `label_data` with the maximum countries for each continent: + +```r +label_data = mydata %>% + filter(year == max(year)) %>% # same as year == 2007 + group_by(continent) %>% + filter(lifeExp == max(lifeExp) ) +``` + +**Hint 2** Add `geom_label()` with appropriate `aes()`: + +```r ++ geom_label(data = label_data, aes(label=country), vjust = 0) +``` + + + +### Dot-plot - `geom_dotplot()` + +`geom_dotplot(aes(fill=continent), binaxis = 'y', stackdir = 'center', alpha=0.6)` + +![](04_plotting_files/figure-epub3/unnamed-chunk-13-1.png) + +## Barplot - `geom_bar()` and `geom_col()` + + +In the first module, we plotted barplots from already summarised data (using the `geom_col`), but `geom_bar()` is perfectly happy to count up data for you. For example, we can plot the number of countries in each continent without summarising the data beforehand: + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent)) + + geom_bar() + + ylab("Number of countries") + + theme_bw() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-14-1.png) + + +### Exercise + +Create this barplot of life expectancies in European countries (year 2007). Hint: `coord_flip()` makes the bars horizontal, `fill = NA` makes them empty, have a look at your QuickStar sheet for different themes. + +![](04_plotting_files/figure-epub3/unnamed-chunk-15-1.png) + + + +## All other types of plots + +These are just some of the main ones, see this gallery for more options: http://www.r-graph-gallery.com/portfolio/ggplot2-package/ + +And the `ggplot()` documentation: http://docs.ggplot2.org/ + +Remember that you can always combine different types of plots - i.e. add lines or points on bars, etc. + +## Specifying `aes()` variables + +The `aes()` variables wrapped inside `ggplot()` will be taken into account by all geoms. If you put `aes(colour = lifeExp)` inside `geom_point()`, only points will be coloured: + + +```r +mydata %>% + filter(continent == "Europe") %>% + ggplot(aes(x = year, y = lifeExp, group = country)) + + geom_line() + + geom_point(aes(colour = lifeExp)) +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-16-1.png) + +## Extra: Optional exercises + +### Exercise + +Make this: + + + +```r +mydata$dummy = 1 # create a column called "dummy" that includes number 1 for each country + +mydata2007 = mydata %>% + filter(year==max(year)) %>% + group_by(continent) %>% + mutate(country_number = cumsum(dummy)) # create a column called "country_number" that + #is a cumulative sum of the number of countries before it - basically indexing + + +mydata2007 %>% + ggplot(aes(x = continent)) + + geom_bar(aes(colour=continent), fill = NA) + + geom_text(aes(y = country_number, label=country), size=4, vjust=1, colour='black')+ + theme_void() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-17-1.png) + +\newpage + +### Exercise + +Make this: + +Hints: `coord_flip()`, `scale_color_gradient(...)`, `geom_segment(...)`, `annotate("text", ...)` + + +```r +mydata %>% + filter(continent == "Europe") %>% + ggplot(aes(y = fct_reorder(country, gdpPercap, fun=max), x=lifeExp, colour=year)) + + geom_point(shape = 15, size = 2) + + theme_bw() + + scale_colour_distiller(palette = "Greens", direction = 1) + + geom_segment(aes(yend = "Switzerland", x = 85, y = "Bosnia and Herzegovina", xend = 85), + colour = "black", size=1, + arrow = arrow(length = unit(0.3, "cm"))) + + annotate("text", y = "Greece", x=83, label = "Higher GDP per capita", angle = 90) +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-18-1.png) + + + + +## Solutions + +**4.2.1** + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot( aes(x = gdpPercap/1000, #divide by 1000 to tidy the x-axis + y=lifeExp, + colour=continent, + size=pop)) + + geom_point(shape = 1) + + facet_wrap(~continent) + + theme_bw() +``` + +**4.3.1** + + +```r +mydata %>% + ggplot( aes(x = year, y=lifeExp, group = country, colour=continent)) + + geom_line() + + facet_wrap(~continent) + + theme_bw() + + scale_colour_brewer(palette = "Paired") +``` + +**which** + +Add ` + +geom_line(data = filter(mydata, country == "France"), colour = "blue")` + +**4.4.1** + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent, y = lifeExp)) + + geom_boxplot(outlier.shape = NA) + + geom_jitter(aes(colour=continent), width=0.3, alpha=0.8) + #width defaults to 0.8 of box width + theme_bw() +``` + + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent, y = lifeExp)) + + geom_boxplot(outlier.shape = NA) + + geom_jitter(aes(colour=continent), width=0.3, alpha=0.8) + theme_bw() +``` + +**4.5.1** + + +```r +mydata %>% + filter(year == 2007) %>% + filter(continent == "Europe") %>% + ggplot(aes(x = country, y = lifeExp)) + + geom_col(colour = "#91bfdb", fill = NA) + + coord_flip() + + theme_classic() +``` + diff --git a/04_plotting.utf8.md b/04_plotting.utf8.md new file mode 100644 index 0000000..8f2e416 --- /dev/null +++ b/04_plotting.utf8.md @@ -0,0 +1,370 @@ +# Different types of plots + +## Data +We will be using the gapminder dataset: + + +```r +library(tidyverse) +library(forcats) +library(gapminder) + +mydata = gapminder + +summary(mydata) +``` + +``` +## country continent year lifeExp +## Afghanistan: 12 Africa :624 Min. :1952 Min. :23.60 +## Albania : 12 Americas:300 1st Qu.:1966 1st Qu.:48.20 +## Algeria : 12 Asia :396 Median :1980 Median :60.71 +## Angola : 12 Europe :360 Mean :1980 Mean :59.47 +## Argentina : 12 Oceania : 24 3rd Qu.:1993 3rd Qu.:70.85 +## Australia : 12 Max. :2007 Max. :82.60 +## (Other) :1632 +## pop gdpPercap +## Min. :6.001e+04 Min. : 241.2 +## 1st Qu.:2.794e+06 1st Qu.: 1202.1 +## Median :7.024e+06 Median : 3531.8 +## Mean :2.960e+07 Mean : 7215.3 +## 3rd Qu.:1.959e+07 3rd Qu.: 9325.5 +## Max. :1.319e+09 Max. :113523.1 +## +``` + +```r +mydata$year %>% unique() +``` + +``` +## [1] 1952 1957 1962 1967 1972 1977 1982 1987 1992 1997 2002 2007 +``` + +## Scatter plots/bubble plots - `geom_point()` + +Plot life expectancy against GDP per capita (`x = gdpPercap, y=lifeExp`) at year 2007: + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = gdpPercap, y=lifeExp)) + + geom_point() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-2-1.png) + + +### Exercise + +Follow the step-by-step instructions to transform the grey plot just above into this: + +![](04_plotting_files/figure-epub3/unnamed-chunk-3-1.png) + + +* Add points: `geom_point()` + + Change point type: `shape = 1` (or any number from your Quickstart Sheet) inside the `geom_point()` +* Colour each country point by its continent: `colour=continent` to aes() +* Size each country point by its population: `size=pop` to aes() +* Put the country points of each continent on a separate panel: `+ facet_wrap(~continent)` +* Make the background white: `+ theme_bw()` + + + + + +## Line chart/timeplot - `geom_line()` + +Plot life expectancy against year (`x = year, y=lifeExp`), add `geom_line()`: + + +```r +mydata %>% + ggplot(aes(x = year, y=lifeExp)) + + geom_line() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-4-1.png) + +The reason you now see this weird zig-zag is that, using the above code, R does not know you want a connected line for each country. Specify how you want data points grouped to lines: `group = country` in `aes()`: + + +```r +mydata %>% + ggplot(aes(x = year, y=lifeExp, group = country)) + + geom_line() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-5-1.png) + +### Exercise + +Follow the step-by-step instructions to transform the grey plot just above into this: + + +![](04_plotting_files/figure-epub3/unnamed-chunk-6-1.png) + +* Colour lines by continents: `colour=continent` to `aes()` +* *Similarly to what we did in `geom_point()`, you can even size the line thicknesses by each country's population: `size=pop` to `aes()`* +* Continents on separate panels: `+ facet_wrap(~continent)` +* Make the background white: `+ theme_bw()` +* Use a nicer colour scheme: `+ scale_colour_brewer(palette = "Paired")` + + + + + +### Advanced example + +For European countries only (`filter(continent == "Europe") %>%`), plot life expectancy over time in grey colour for all countries, then add United Kingdom as a red line: + + + +```r +mydata %>% + filter(continent == "Europe") %>% #Europe only + ggplot(aes(x = year, y=lifeExp, group = country)) + + geom_line(colour = "grey") + + theme_bw() + + geom_line(data = filter(mydata, country == "United Kingdom"), colour = "red") +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-7-1.png) + + +### Advanced Exercise + +As previous, but add a line for France in blue: + +![](04_plotting_files/figure-epub3/unnamed-chunk-8-1.png) + + + +## Box-plot - `geom_boxplot()` + +Plot the distribution of life expectancies within each continent at year 2007: + +* `filter(year == 2007) %>%` +* `x = continent, y = lifeExp` +* `+ geom_boxplot()` + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent, y = lifeExp)) + + geom_boxplot() + + theme_bw() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-9-1.png) + + +### Exercise + +Add individual (country) points on top of the box plot: + +![](04_plotting_files/figure-epub3/unnamed-chunk-10-1.png) + +Hint: Use `geom_jitter()` instead of `geom_point()` to reduce overlap by spreading the points horizontally. Include the `width=0.3` option to reduce the width of the jitter. + +**Optional:** + +Include text labels for the highest life expectancy country of each continent. + +**Hint 1** Create a separate dataframe called `label_data` with the maximum countries for each continent: + +```r +label_data = mydata %>% + filter(year == max(year)) %>% # same as year == 2007 + group_by(continent) %>% + filter(lifeExp == max(lifeExp) ) +``` + +**Hint 2** Add `geom_label()` with appropriate `aes()`: + +```r ++ geom_label(data = label_data, aes(label=country), vjust = 0) +``` + + + +### Dot-plot - `geom_dotplot()` + +`geom_dotplot(aes(fill=continent), binaxis = 'y', stackdir = 'center', alpha=0.6)` + +![](04_plotting_files/figure-epub3/unnamed-chunk-13-1.png) + +## Barplot - `geom_bar()` and `geom_col()` + + +In the first module, we plotted barplots from already summarised data (using the `geom_col`), but `geom_bar()` is perfectly happy to count up data for you. For example, we can plot the number of countries in each continent without summarising the data beforehand: + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent)) + + geom_bar() + + ylab("Number of countries") + + theme_bw() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-14-1.png) + + +### Exercise + +Create this barplot of life expectancies in European countries (year 2007). Hint: `coord_flip()` makes the bars horizontal, `fill = NA` makes them empty, have a look at your QuickStar sheet for different themes. + +![](04_plotting_files/figure-epub3/unnamed-chunk-15-1.png) + + + +## All other types of plots + +These are just some of the main ones, see this gallery for more options: http://www.r-graph-gallery.com/portfolio/ggplot2-package/ + +And the `ggplot()` documentation: http://docs.ggplot2.org/ + +Remember that you can always combine different types of plots - i.e. add lines or points on bars, etc. + +## Specifying `aes()` variables + +The `aes()` variables wrapped inside `ggplot()` will be taken into account by all geoms. If you put `aes(colour = lifeExp)` inside `geom_point()`, only points will be coloured: + + +```r +mydata %>% + filter(continent == "Europe") %>% + ggplot(aes(x = year, y = lifeExp, group = country)) + + geom_line() + + geom_point(aes(colour = lifeExp)) +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-16-1.png) + +## Extra: Optional exercises + +### Exercise + +Make this: + + + +```r +mydata$dummy = 1 # create a column called "dummy" that includes number 1 for each country + +mydata2007 = mydata %>% + filter(year==max(year)) %>% + group_by(continent) %>% + mutate(country_number = cumsum(dummy)) # create a column called "country_number" that + #is a cumulative sum of the number of countries before it - basically indexing + + +mydata2007 %>% + ggplot(aes(x = continent)) + + geom_bar(aes(colour=continent), fill = NA) + + geom_text(aes(y = country_number, label=country), size=4, vjust=1, colour='black')+ + theme_void() +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-17-1.png) + +\newpage + +### Exercise + +Make this: + +Hints: `coord_flip()`, `scale_color_gradient(...)`, `geom_segment(...)`, `annotate("text", ...)` + + +```r +mydata %>% + filter(continent == "Europe") %>% + ggplot(aes(y = fct_reorder(country, gdpPercap, fun=max), x=lifeExp, colour=year)) + + geom_point(shape = 15, size = 2) + + theme_bw() + + scale_colour_distiller(palette = "Greens", direction = 1) + + geom_segment(aes(yend = "Switzerland", x = 85, y = "Bosnia and Herzegovina", xend = 85), + colour = "black", size=1, + arrow = arrow(length = unit(0.3, "cm"))) + + annotate("text", y = "Greece", x=83, label = "Higher GDP per capita", angle = 90) +``` + +![](04_plotting_files/figure-epub3/unnamed-chunk-18-1.png) + + + + +## Solutions + +**4.2.1** + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot( aes(x = gdpPercap/1000, #divide by 1000 to tidy the x-axis + y=lifeExp, + colour=continent, + size=pop)) + + geom_point(shape = 1) + + facet_wrap(~continent) + + theme_bw() +``` + +**4.3.1** + + +```r +mydata %>% + ggplot( aes(x = year, y=lifeExp, group = country, colour=continent)) + + geom_line() + + facet_wrap(~continent) + + theme_bw() + + scale_colour_brewer(palette = "Paired") +``` + +**which** + +Add ` + +geom_line(data = filter(mydata, country == "France"), colour = "blue")` + +**4.4.1** + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent, y = lifeExp)) + + geom_boxplot(outlier.shape = NA) + + geom_jitter(aes(colour=continent), width=0.3, alpha=0.8) + #width defaults to 0.8 of box width + theme_bw() +``` + + + +```r +mydata %>% + filter(year == 2007) %>% + ggplot(aes(x = continent, y = lifeExp)) + + geom_boxplot(outlier.shape = NA) + + geom_jitter(aes(colour=continent), width=0.3, alpha=0.8) + theme_bw() +``` + +**4.5.1** + + +```r +mydata %>% + filter(year == 2007) %>% + filter(continent == "Europe") %>% + ggplot(aes(x = country, y = lifeExp)) + + geom_col(colour = "#91bfdb", fill = NA) + + coord_flip() + + theme_classic() +``` + diff --git a/04_plotting_files/figure-epub3/unnamed-chunk-10-1.png b/04_plotting_files/figure-epub3/unnamed-chunk-10-1.png new file mode 100644 index 0000000000000000000000000000000000000000..37e4aea7049ed4b6b0db50f02ab39859af862f75 GIT binary patch literal 46890 zcmX_{Q*P+{yp|S7we*GR9)1X^V9o2 zGeSX59R4Tv&mTX2z)MPqDE;^WvJ3nLKtlrWxc;u6`SAlB%Tica!CF{c*xtt8N!h{B z*i_uq&eX}$SV>&y#}AH}7*$;hT-9HEozCXOB-6?^EFmss{P3jkNop(wO&$JQTWofz zl5FclrzU{w>GZK_4(86!0(nsdAI9^nUqijE0lz7p5I6Xm=u>`@t}p(k;A?sbQaFt& zxyayV&amvL-!{GWdC0lR^}cR5zkxVyuh2+M_yvNVSwoA#wC@}i7tTu^9~_pC0a>7~ zh)1nkE(6LY59{8ny(2u}t-rRk^_5rMDu##l+mXPi@wf~&JPzcxRCU4)#Op1Afd5asJc0l(C;Le?SW>WHhhNtWL&v_wXz~~V%Tog2>y*cNb>?&W5S&U2^--Lb9E3I$ z6z*RjCI~p$|Ek}VLIT6G!akDpr%NnE(564owJkZFk%q%yUnG!5zjzB&%KsK=jB*O7 z)r726jE<3Cr)@vKcvT#p#_-AW31O=Y^zVUhgn^()X9(;5DXRg7Y(gObxr4rHQ67W< z$@HuG7gnTxff)wQNgvNWS5wARf6qYj*S~-IL9cDoO;jdfe1Fgzus>p}&=*YaDnoRP zQThF7*g^TpuzsVg1TgU_S+qsP4h+(`3$GbyyL@~eAv5b@2M_nFGdpZQM 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zXr-l7CD>l+G_LNGss!A+t^wnhy7H8t>iBIKc^3jne3%2Mx&;iQje#`;2?>dLiOmP4 z8%>jM-7-sAKi- zDFm)zPcLxBNd8q?I_YevI9nDOd8pSZW6$=TR>mp?O(IU5Hy@}A? zom*Y)Ju#lM5(xvH(x>^NaGWjlI&)ZbYe(sXk3#;GHs6958yg#5^-z4gnX5r|bPdi% zcQdMI$t{Vz+7spC%%PM1W5WIlmF64p8)EkQmC{Yv*!Hz1i9Tdvkr z%$5N!$&k0Z!Q!Q1BU*92ibLM-U2D}*Y{S&{HS(%3qXaa^>5H4D2nGVjJljJ$GKH$k z=zcHpa}j-(3Fz}|2(dnhK|t<^Yb0uEW*TTAW-u5`=Qw14hJLl8VXYb{UAh4u_W^5n z`wKtfV!6pW_dGn36vHAuL4fT>!CuG3(czRvNXAp*R?SCJ**`dFZ$8{d8K3n#c6I~{>hibu@uvtDJO230QuUS$(OQb+aW=gqLlk;|K{F#4T|2hRU z$Ge;G=(-of0lX4E?;im^5L3y>67y+*QiCta58yZxC#T}^gUspug;!LQf|ZS5fkI`4 z!0fJ*h#vmkWQkWjdu?k#S2|_a{vst?R8=L#CbfXWtPG&4_a-7G^19>-D9P~1h?A}ozCfIaSzexSZ6^yWrInSs z)3?@tremJH0NI9D_6buBz+r(eu!jL0;Uuab*ZK#fVY^za&z=+THcixt;8{kvXpfNR z>v=R;5_@r`+#K;$@?7Q$E)Vl-m%A@W9?AKZ`SO8DsHqit4_?zF*NNm?;?3!E=uQ{! z*!}to+=ZEgJHOnz)%nx;etlYJkX`)_XPLY9zp$Y)l{a`r#h=fgrTnhBOYj0f@nFx| z*9;8f0Gy(fx#}512Z-;*Bw7sJ&xbpCL)jqo4zhl!9al% unique() +``` + +``` +## [1] 1952 1957 1962 1967 1972 1977 1982 1987 1992 1997 2002 2007 +``` + +```r +p = gapminder %>% + filter(year == 2007) %>% + group_by(continent, year) %>% + ggplot(aes(y = lifeExp, x = gdpPercap, colour = continent)) + + geom_point(alpha = 0.3) + + theme_bw() + + geom_smooth(method = "lm", se = FALSE) + + scale_colour_brewer(palette = "Set1") + +p +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-1-1.png) + + + +## Scales + +### Logarithmic + + +```r +p + scale_x_log10() +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-2-1.png) + +### Expand limits + +Specify the value you want to be included: + + +```r +p + expand_limits(y = 0) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-3-1.png) + +\newpage + +Or two: + + +```r +p + expand_limits(y = c(0, 100)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-4-1.png) + +By default, `ggplot` adds some padding around the included area (see how the scale doesn't start from 0, but slightly before). You can remove this padding with the expand option: + + +```r +p + + expand_limits(y = c(0, 100)) + + coord_cartesian(expand = FALSE) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-5-1.png) + + +### Zoom in + + +```r +p + coord_cartesian(ylim = c(70, 85), xlim = c(20000, 40000)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-6-1.png) + + +###Exercise + +How is this one different to the previous: + + +```r +p + + scale_y_continuous(limits = c(70, 85)) + + scale_x_continuous(limits = c(20000, 40000)) +``` + +``` +## Warning: Removed 114 rows containing non-finite values (stat_smooth). +``` + +``` +## Warning: Removed 114 rows containing missing values (geom_point). +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-7-1.png) + +Answer: the first one zooms in, still retaining information about the excluded points when calculating the linear regression lines. The second one removes the data (as the warnings say), calculating the linear regression lines only for the visible points. + +### Axis ticks + + +```r +p + + coord_cartesian(ylim = c(0, 100), expand = 0) + + scale_y_continuous(breaks = c(17, 35, 88)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-8-1.png) + + +### Swap the axes + + +```r +p + + coord_flip() +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-9-1.png) + + +## Colours + +### Using the Brewer palettes: + + +```r +p + + scale_color_brewer(palette = "Paired") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-10-1.png) + + +### Legend title + +`scale_colour_brewer()` is also a conventient place to change the legend title: + + +```r +p + + scale_color_brewer("Continent - \n one of 5", palette = "Paired") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-11-1.png) + +Note the `\n` inside the new legend title - new line. + +### Choosing colours manually + +Use words: + + +```r +p + + scale_color_manual(values = c("red", "green", "blue", "purple", "pink")) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-12-1.png) + +Or HEX codes (either from http://colorbrewer2.org/ or any other resource): + + + +```r +p + + scale_color_manual(values = c("#e41a1c", "#377eb8", "#4daf4a", "#984ea3", "#ff7f00")) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-13-1.png) + + +Note that http://colorbrewer2.org/ also has options for *Colourblind safe* and *Print friendly*. + +\newpage + +## Titles and labels + + +```r +p + + labs(x = "Gross domestic product per capita", + y = "Life expectancy", + title = "Health and economics", + subtitle = "Gapminder dataset, 2007") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-14-1.png) + + +### Annotation + + + +```r +p + + annotate("text", + x = 25000, + y = 50, + label = "No points here!") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-15-1.png) + + + +```r +p + + annotate("label", + x = 25000, + y = 50, + label = "No points here!") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-16-1.png) + + + + +```r +p + + annotate("label", + x = 25000, + y = 50, + label = "No points here!", + hjust = 0) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-17-1.png) + + + +`hjust` stand for horizontal justification. It's default value is 0.5 (see how the label was centered at 25,000 - our chosen x location), 0 means the label goes to the right from 25,000, 1 would make it end at 25,000. + + +### Annotation with a superscript and a variable + + +```r +fit_glance = data.frame(r.squared = 0.7693465) + + +plot_rsquared = paste0( + "R^2 == ", + fit_glance$r.squared %>% round(2)) + + +p + + annotate("text", + x = 25000, + y = 50, + label = plot_rsquared, parse = TRUE, + hjust = 0) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-18-1.png) + +## Text size + + + + +```r +p + + theme(axis.text.y = element_text(size = 16), + axis.text.x = element_text(colour = "red", angle = 45, vjust = 0.5), + axis.title = element_text(size = 16, colour = "darkgreen") + ) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-19-1.png) + + +### Legend position + + +Use the following words: `"right", "left", "top", "bottom"`, or "none" to remove the legend. + +```r +p + + theme(legend.position = "none") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-20-1.png) + +Or use relative coordinates (0--1) to give it an -y location: + + +```r +p + + theme(legend.position=c(1,0), + legend.justification=c(1,0)) #bottom-right corner +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-21-1.png) + + + + +```r +p + + theme(legend.position = "top") + + guides(colour = guide_legend(ncol=2)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-22-1.png) + + +## Saving your plot + + + +```r +ggsave(p, file = "my_saved_plot.png", width = 5, height = 4) +``` + + + diff --git a/05_fine_tuning_plots.utf8.md b/05_fine_tuning_plots.utf8.md new file mode 100644 index 0000000..9d76c32 --- /dev/null +++ b/05_fine_tuning_plots.utf8.md @@ -0,0 +1,339 @@ +# Fine tuning plots + + + + +## Data and initial plot + + +We can save a `ggplot()` object into a variable (usually called `p` but can be any name). This then appear in the Environment tab. To plot it it needs to be recalled on a separate line. Saving a plot into a variable allows us to modify it later (e.g., `p+theme_bw()`). + + +```r +library(gapminder) +library(tidyverse) + +mydata = gapminder + +mydata$year %>% unique() +``` + +``` +## [1] 1952 1957 1962 1967 1972 1977 1982 1987 1992 1997 2002 2007 +``` + +```r +p = gapminder %>% + filter(year == 2007) %>% + group_by(continent, year) %>% + ggplot(aes(y = lifeExp, x = gdpPercap, colour = continent)) + + geom_point(alpha = 0.3) + + theme_bw() + + geom_smooth(method = "lm", se = FALSE) + + scale_colour_brewer(palette = "Set1") + +p +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-1-1.png) + + + +## Scales + +### Logarithmic + + +```r +p + scale_x_log10() +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-2-1.png) + +### Expand limits + +Specify the value you want to be included: + + +```r +p + expand_limits(y = 0) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-3-1.png) + +\newpage + +Or two: + + +```r +p + expand_limits(y = c(0, 100)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-4-1.png) + +By default, `ggplot` adds some padding around the included area (see how the scale doesn't start from 0, but slightly before). You can remove this padding with the expand option: + + +```r +p + + expand_limits(y = c(0, 100)) + + coord_cartesian(expand = FALSE) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-5-1.png) + + +### Zoom in + + +```r +p + coord_cartesian(ylim = c(70, 85), xlim = c(20000, 40000)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-6-1.png) + + +###Exercise + +How is this one different to the previous: + + +```r +p + + scale_y_continuous(limits = c(70, 85)) + + scale_x_continuous(limits = c(20000, 40000)) +``` + +``` +## Warning: Removed 114 rows containing non-finite values (stat_smooth). +``` + +``` +## Warning: Removed 114 rows containing missing values (geom_point). +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-7-1.png) + +Answer: the first one zooms in, still retaining information about the excluded points when calculating the linear regression lines. The second one removes the data (as the warnings say), calculating the linear regression lines only for the visible points. + +### Axis ticks + + +```r +p + + coord_cartesian(ylim = c(0, 100), expand = 0) + + scale_y_continuous(breaks = c(17, 35, 88)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-8-1.png) + + +### Swap the axes + + +```r +p + + coord_flip() +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-9-1.png) + + +## Colours + +### Using the Brewer palettes: + + +```r +p + + scale_color_brewer(palette = "Paired") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-10-1.png) + + +### Legend title + +`scale_colour_brewer()` is also a conventient place to change the legend title: + + +```r +p + + scale_color_brewer("Continent - \n one of 5", palette = "Paired") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-11-1.png) + +Note the `\n` inside the new legend title - new line. + +### Choosing colours manually + +Use words: + + +```r +p + + scale_color_manual(values = c("red", "green", "blue", "purple", "pink")) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-12-1.png) + +Or HEX codes (either from http://colorbrewer2.org/ or any other resource): + + + +```r +p + + scale_color_manual(values = c("#e41a1c", "#377eb8", "#4daf4a", "#984ea3", "#ff7f00")) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-13-1.png) + + +Note that http://colorbrewer2.org/ also has options for *Colourblind safe* and *Print friendly*. + +\newpage + +## Titles and labels + + +```r +p + + labs(x = "Gross domestic product per capita", + y = "Life expectancy", + title = "Health and economics", + subtitle = "Gapminder dataset, 2007") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-14-1.png) + + +### Annotation + + + +```r +p + + annotate("text", + x = 25000, + y = 50, + label = "No points here!") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-15-1.png) + + + +```r +p + + annotate("label", + x = 25000, + y = 50, + label = "No points here!") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-16-1.png) + + + + +```r +p + + annotate("label", + x = 25000, + y = 50, + label = "No points here!", + hjust = 0) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-17-1.png) + + + +`hjust` stand for horizontal justification. It's default value is 0.5 (see how the label was centered at 25,000 - our chosen x location), 0 means the label goes to the right from 25,000, 1 would make it end at 25,000. + + +### Annotation with a superscript and a variable + + +```r +fit_glance = data.frame(r.squared = 0.7693465) + + +plot_rsquared = paste0( + "R^2 == ", + fit_glance$r.squared %>% round(2)) + + +p + + annotate("text", + x = 25000, + y = 50, + label = plot_rsquared, parse = TRUE, + hjust = 0) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-18-1.png) + +## Text size + + + + +```r +p + + theme(axis.text.y = element_text(size = 16), + axis.text.x = element_text(colour = "red", angle = 45, vjust = 0.5), + axis.title = element_text(size = 16, colour = "darkgreen") + ) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-19-1.png) + + +### Legend position + + +Use the following words: `"right", "left", "top", "bottom"`, or "none" to remove the legend. + +```r +p + + theme(legend.position = "none") +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-20-1.png) + +Or use relative coordinates (0--1) to give it an -y location: + + +```r +p + + theme(legend.position=c(1,0), + legend.justification=c(1,0)) #bottom-right corner +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-21-1.png) + + + + +```r +p + + theme(legend.position = "top") + + guides(colour = guide_legend(ncol=2)) +``` + +![](05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-22-1.png) + + +## Saving your plot + + + +```r +ggsave(p, file = "my_saved_plot.png", width = 5, height = 4) +``` + + + diff --git a/05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-1-1.png b/05_fine_tuning_plots_files/figure-epub3/unnamed-chunk-1-1.png new file mode 100644 index 0000000000000000000000000000000000000000..23764577914bced26906bb7c4ba339757b2a8025 GIT binary patch literal 38564 zcmYIv1CV4*wDj1vZQDDxZF^?Nwyhm&$F^YQk zE-xzv3xx#*0000hAug;4008Ls^Co}*`x)t6FHisg0Kv2n5|aNdBqn5QW$U11XJBL^ 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Do not worry about understanding every single word or symbol (e.g. the pipe - `%>%`) in the R code you are about to see. The purpose of this session is merely to + +* gain familiarity with the RStudio interface: + + to know what a script looks like, + + what is the Environment tab, + + where do your plots appear. + +## Data + +Load the example dataset which is already saved as an R-Data file (recognisable by the file extension .rda/.RData): + + +```r +library(ggplot2) + +source("1_source_theme.R") + +load("global_burden_disease_long.rda") +#loads two dataframes - mydata and mydata2013 which is a subset of mydata +``` + +After loading the datasets, investigate your Environment tab (top-right): + + +Click on the name `mydata` and it will pop up next to where your script is. Clicking on the blue button is not as useful, but it doesn't do any harm either. Try it. + +## First plot + + + + +```r +mydata %>% #press Control-Shift-M to insert this symbol (pipe) + ggplot(aes(x = year, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col() +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-2-1.png) + + +`ggplot()` stands for **grammar of graphics plot** - a user friendly yet flexible alternative to `plot()`. + +`aes()` stands for **aesthetics** - things we can see. + +`geom_()` stands for **geometric**. + +### Question + +Why are there two closing brackets - `))` - after the last aesthetic (colour)? + + +### Exercise + +Plot the number of deaths in Developed and Developing countries for the year 2013: + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-3-1.png) + + +\newpage + +## Comparing bars of different height + +### Stretch each bar to 100% + + +`position="fill"` stretches the bars to show relative contributions: + + +```r +mydata2013 %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col(position = "fill") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-4-1.png) + + +### Plot each bar next to each other + +`position="dodge"` puts the different causes next to each rather (the default is `position="stack"`): + + +```r +mydata2013 %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col(position = "dodge") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-5-1.png) + + +## Facets (panels) + +Going back to the dataframe with all years (1990 -- 2015), add `facet_wrap(~year)` to plot all years at once: + + + +```r +mydata %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col() + + facet_wrap(~year) +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-6-1.png) + + +## Extra: using aethetics outside of the aes() + +### Setting a constant fill + +Using the `mydata2013` example again, what does the addition of `fill = "black"` in this code do? Note that putting the `ggplot(aes())` code all on one line not affect the result. + + +```r +mydata2013 %>% + ggplot(aes(x = location, y = deaths_millions, fill = cause, colour = cause)) + + geom_col(fill = "black") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-7-1.png) + +Setting aesthetics (x, y, fill, colour, etc.) outside of `aes()` sets them to a constant value. R can recognise of a lot of colour names, e.g., try "cornflowerblue", "firebrick", or just "red", "green", "blue", etc. For a full list, Google "Colours in R". R also knows HEX codes, e.g. `fill = "#fec3fc"` is pink. + + +### Exercise + +What is the difference between colour and fill in the context of a barplot? + +Hint: Use `colour = "black"` instead of `fill = "black"` to investigate what `ggplot()` thinks a colour is. + + +```r +mydata2013 %>% + ggplot(aes(x = location, y = deaths_millions, fill = cause, colour = cause))+ + geom_col(colour = "black") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-8-1.png) + +### Exercise + +Why are some of the words in our code quoted (e.g. `fill = "black"`) whereas others are not (e.g. `x = location`)? + +## Two geoms for barplots: `geom_bar()` or `geom_col()` + +Both `geom_bar()` and `geom_col()` create barplots. If you: + +* Want to visualise the count of different lines in a dataset - use geom_bar() + + For example, if you are using a patient-level dataset (each line is a patient record): + `mydata %>% + ggplot(aes(x = sex)) + + geom_bar()` + +* Your dataset is already summarised - use geom_col() + + For example, in the GBD dataset we use here, each line already includes a summarised value (`deaths_millions`) + +If you have used R before, you might have come across `geom_bar(stat = "identity")` which is the same as `geom_col()`. + + +## Solutions + +**1.2.1:** +There is a double closing bracket because `aes()` is wrapped inside `ggplot()` - `ggplot(aes())`. + + +**1.2.2:** + +```r +mydata2013 %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col() +``` + + +**1.5.2:** + +On a barplot, the colour aesthetic outlines the fill. In a later session we will see, however, that for points and lines, colour is the main aesthetic to define. + +**1.5.3:** + +Words in quotes are generally something are setting to a constant value (e.g. make all outlines black, rather than colour them based on the cause they are representing). Unquoted words are generally variables (or functions). If the word "function" just threw you, Google "Jesse Maegan: What the h*ck is a function" + diff --git a/01_first_interaction.utf8.md b/01_first_interaction.utf8.md new file mode 100644 index 0000000..ae37367 --- /dev/null +++ b/01_first_interaction.utf8.md @@ -0,0 +1,203 @@ +# (PART\*) Part I: Always plot your data first {-} +# Your first R plots + + + +In this session, we will create 5 beautiful and colourful barplots in less than an hour. Do not worry about understanding every single word or symbol (e.g. the pipe - `%>%`) in the R code you are about to see. The purpose of this session is merely to + +* gain familiarity with the RStudio interface: + + to know what a script looks like, + + what is the Environment tab, + + where do your plots appear. + +## Data + +Load the example dataset which is already saved as an R-Data file (recognisable by the file extension .rda/.RData): + + +```r +library(ggplot2) + +source("1_source_theme.R") + +load("global_burden_disease_long.rda") +#loads two dataframes - mydata and mydata2013 which is a subset of mydata +``` + +After loading the datasets, investigate your Environment tab (top-right): + + +Click on the name `mydata` and it will pop up next to where your script is. Clicking on the blue button is not as useful, but it doesn't do any harm either. Try it. + +## First plot + + + + +```r +mydata %>% #press Control-Shift-M to insert this symbol (pipe) + ggplot(aes(x = year, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col() +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-2-1.png) + + +`ggplot()` stands for **grammar of graphics plot** - a user friendly yet flexible alternative to `plot()`. + +`aes()` stands for **aesthetics** - things we can see. + +`geom_()` stands for **geometric**. + +### Question + +Why are there two closing brackets - `))` - after the last aesthetic (colour)? + + +### Exercise + +Plot the number of deaths in Developed and Developing countries for the year 2013: + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-3-1.png) + + +\newpage + +## Comparing bars of different height + +### Stretch each bar to 100% + + +`position="fill"` stretches the bars to show relative contributions: + + +```r +mydata2013 %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col(position = "fill") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-4-1.png) + + +### Plot each bar next to each other + +`position="dodge"` puts the different causes next to each rather (the default is `position="stack"`): + + +```r +mydata2013 %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col(position = "dodge") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-5-1.png) + + +## Facets (panels) + +Going back to the dataframe with all years (1990 -- 2015), add `facet_wrap(~year)` to plot all years at once: + + + +```r +mydata %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col() + + facet_wrap(~year) +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-6-1.png) + + +## Extra: using aethetics outside of the aes() + +### Setting a constant fill + +Using the `mydata2013` example again, what does the addition of `fill = "black"` in this code do? Note that putting the `ggplot(aes())` code all on one line not affect the result. + + +```r +mydata2013 %>% + ggplot(aes(x = location, y = deaths_millions, fill = cause, colour = cause)) + + geom_col(fill = "black") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-7-1.png) + +Setting aesthetics (x, y, fill, colour, etc.) outside of `aes()` sets them to a constant value. R can recognise of a lot of colour names, e.g., try "cornflowerblue", "firebrick", or just "red", "green", "blue", etc. For a full list, Google "Colours in R". R also knows HEX codes, e.g. `fill = "#fec3fc"` is pink. + + +### Exercise + +What is the difference between colour and fill in the context of a barplot? + +Hint: Use `colour = "black"` instead of `fill = "black"` to investigate what `ggplot()` thinks a colour is. + + +```r +mydata2013 %>% + ggplot(aes(x = location, y = deaths_millions, fill = cause, colour = cause))+ + geom_col(colour = "black") +``` + +![](01_first_interaction_files/figure-epub3/unnamed-chunk-8-1.png) + +### Exercise + +Why are some of the words in our code quoted (e.g. `fill = "black"`) whereas others are not (e.g. `x = location`)? + +## Two geoms for barplots: `geom_bar()` or `geom_col()` + +Both `geom_bar()` and `geom_col()` create barplots. If you: + +* Want to visualise the count of different lines in a dataset - use geom_bar() + + For example, if you are using a patient-level dataset (each line is a patient record): + `mydata %>% + ggplot(aes(x = sex)) + + geom_bar()` + +* Your dataset is already summarised - use geom_col() + + For example, in the GBD dataset we use here, each line already includes a summarised value (`deaths_millions`) + +If you have used R before, you might have come across `geom_bar(stat = "identity")` which is the same as `geom_col()`. + + +## Solutions + +**1.2.1:** +There is a double closing bracket because `aes()` is wrapped inside `ggplot()` - `ggplot(aes())`. + + +**1.2.2:** + +```r +mydata2013 %>% + ggplot(aes(x = location, + y = deaths_millions, + fill = cause, + colour = cause)) + + geom_col() +``` + + +**1.5.2:** + +On a barplot, the colour aesthetic outlines the fill. In a later session we will see, however, that for points and lines, colour is the main aesthetic to define. + +**1.5.3:** + +Words in quotes are generally something are setting to a constant value (e.g. make all outlines black, rather than colour them based on the cause they are representing). Unquoted words are generally variables (or functions). 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