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1-got_ratings.Rmd
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---
title: "Game of Thromes Character Ratings"
author: "Angela Zoss"
date: "2/1/2018"
output: github_document
---
## Setup your environment
```{r}
# Load required libraries
library(tidyverse)
```
## Load your data
```{r}
# data comes from https://int.nyt.com/newsgraphics/2017/2017-07-17-got-matrix/mean.json
# data based on ratings using tool at https://www.nytimes.com/interactive/2017/08/09/upshot/game-of-thrones-chart.html
got <- read_csv("data/got_ratings.csv")
```
## Plot the data
```{r}
ggplot(got, aes(x=moral,y=physical))
```
## Add labels
```{r}
ggplot(got, aes(x=moral,y=physical)) +
geom_point()
```
## Add colors
```{r}
ggplot(got, aes(x=moral,y=physical)) +
geom_point() +
geom_text(aes(label=label), nudge_y = -.03)
```
## Switch Y axis
```{r}
ggplot(got, aes(x=moral,y=physical, color=gender)) +
geom_point() +
geom_text(aes(label=label), nudge_y = -.03)
```
## Add reference lines
```{r}
ggplot(got, aes(x=moral,y=physical, color=gender)) +
geom_point() +
scale_y_reverse() +
geom_text(aes(label=label), nudge_y = -.03)
```
## Change axis limits
```{r}
ggplot(got, aes(x=moral,y=physical, color=gender)) +
geom_point() +
scale_y_reverse() +
geom_hline(yintercept=.5) +
geom_vline(xintercept=.5) +
geom_text(aes(label=label), nudge_y = -.03)
```
## Change the theme
```{r}
ggplot(got, aes(x=moral,y=physical, color=gender)) +
geom_point() +
scale_y_reverse(lim=c(1,0)) +
geom_hline(yintercept=.5) +
geom_vline(xintercept=.5) +
geom_text(aes(label=label), nudge_y = -.03) +
scale_x_continuous(limits=c(0,1))
```
## Turn off legend for text layer
```{r}
ggplot(got, aes(x=moral,y=physical, color=gender)) +
geom_point() +
scale_y_reverse(lim=c(1,0)) +
geom_hline(yintercept=.5) +
geom_vline(xintercept=.5) +
geom_text(aes(label=label), nudge_y = -.03) +
scale_x_continuous(limits=c(0,1)) +
theme_bw()
```
## Annotate the axes
```{r}
ggplot(got, aes(x=moral,y=physical, color=gender)) +
geom_point() +
scale_y_reverse(lim=c(1,0)) +
geom_hline(yintercept=.5) +
geom_vline(xintercept=.5) +
geom_text(aes(label=label), nudge_y = -.03, show.legend = FALSE) +
scale_x_continuous(limits=c(0,1)) +
theme_bw()
```
## Lighten the lines
```{r}
ggplot(got, aes(x=moral,y=physical, color=gender)) +
geom_point() +
scale_y_reverse(lim=c(1,0)) +
geom_hline(yintercept=.5) +
geom_vline(xintercept=.5) +
geom_text(aes(label=label), nudge_y = -.03, show.legend = FALSE) +
scale_x_continuous(limits=c(0,1)) +
theme_bw() +
annotate(geom = "text", x=.5, y=1, label="Ugly") +
annotate(geom = "text", x=.5, y=0, label="Beautiful") +
annotate(geom = "text", x=0, y=.48, label="Evil") +
annotate(geom = "text", x=1, y=.52, label="Good")
```