Analysis of GOT Series

Abstract

Let’s analyse some data from GOT. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magna aliquyam erat, sed diam voluptua. At vero eos et accusam et justo duo dolores et ea rebum. Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet, also see Knuth (1984).

Introduction

Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magna aliquyam erat, sed diam voluptua. At vero eos et accusam et justo duo dolores et ea rebum. Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet. Find some coats of arms of GOT in Figure 1:

(a) Arryn

(b) Baratheon

(c) Baylish

Figure 1: The coat of arms of the Arryn, Baratheon and Baylish.

Analysis

Preparation

Before starting the analysis, load the following libraries.

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

Also load the necessary data.

screentimes <- read_csv("GOT_screentimes_1.csv")

Perform analysis

Choose the 10 characters with the most screentime.

screentimes_high <- top_n(screentimes, 10, screentime)

knitr::kable(screentimes_high [, c("name", "screentime", "episodes")])

Table 1: Characters with most screentime

name	screentime	episodes
Tyrion Lannister	293.30	54
Jon Snow	268.15	49
Daenerys Targaryen	221.30	49
Cersei Lannister	201.45	52
Sansa Stark	199.30	47
Arya Stark	189.15	47
Jaime Lannister	162.30	43
Theon Greyjoy	123.30	39
Samwell Tarly	121.45	37
Jorah Mormont	117.30	42

Now make a scatterplot of all data.

ggplot(screentimes, aes(screentime, episodes)) +
  geom_point() +
  geom_text_repel(data = screentimes_high,aes(label = name),min.segment.length = 0)

Figure 2: Scatterplot the screentime vs. nr. of episodes characters appeared in. Charachters with highest screentime are labeled with their names.

Conclusion

The analysis has shown the following: Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magna aliquyam erat, sed diam voluptua. At vero eos et accusam et justo duo dolores et ea rebum (as can be seen in Section 1). Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet (see Figure 2).

References

Knuth, Donald Ervin. 1984. “Literate Programming.” The Computer Journal 27 (2): 97–111.