Game of Thrones Characters

Introduction

In our analysis of game of thrones dataset, we compare screentime and number of starred episodes for all characters. We then label all characters with a high screentime (top 10).

Results

Using {#sec-results} will mark this section in the R document, when used “@”. Like this: Section 2

library("readr")
library("ggplot2")
library("dplyr")
library("ggrepel")

#Imports the GOT dataset (source: www.imbd.com)
screentimes <- read_csv("GOT_screentimes_1.csv")

#Extract characters with the most screentime, bevause we want to lable them in ggplot
screentimes_high <- top_n(screentimes, 10, screentime) # top_n() shows highest 10

# the above code with label will mark this figure in the Quarto document as Figure 1. 

# show data as a scatter plot: screentime vs. number of episodes watched
# and label characters with high screentime 
ggplot(screentimes, aes(screentime, episodes)) +
  geom_point() +
  geom_text_repel(data = screentimes_high,aes(label = name),min.segment.length = 0)

Warning: Removed 15 rows containing missing values or values outside the scale range
(`geom_point()`).

Figure 1

Figure 2 shows the coat of arms of house Baratheon. And the scatterplot is shown in Figure 1, see Section 2.

Figure 2: The coat of arms of House Baratheon from A Song of Ice and Fire

create subfigure:

(a) House Baratheon

(b) House Arryn

(c) House Baylish

(d) House Bolton

Figure 3: A collection of different coats of arms from the book ‘A song of Ice and Fire’, created by dezzzart published on deviantart.com