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data <- read.csv("NCHS_-_Leading_Causes_of_Death__United_States.csv")
data

data2 <- read.csv("NCHS_-_Leading_Causes_of_Death__United_States2.csv")
data2

data3 <- read.csv("NCHS_-_Leading_Causes_of_Death__United_States3.csv")
data3

data4 <- read.csv("NCHS_-_Leading_Causes_of_Death__United_States4.csv")
data4

library(dplyr)

## 
## Attaching package: 'dplyr'

## The following objects are masked from 'package:stats':
## 
##     filter, lag

## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

library(tidyr)
library(ggplot2)
library(ggthemes)
library(grafify)
new_data2 <- data2 %>% 
  select(c(Year, Deaths, Age.adjusted.Death.Rate))

ggplot(new_data2) +
  geom_line(aes(y = Deaths, x = Year, color = "Deaths")) +
  labs(y = "Total Amount", x = "Year", 
       title = "Amount of Deaths For All Causes Over Time",
       color = "Amount of Deaths (All Causes)") +
  scale_color_manual(labels = c("Amount of Deaths (All Causes)"), values = c("red")) +
  theme_clean()

ggplot(new_data2) +
  geom_line(aes(y = Age.adjusted.Death.Rate, x = Year, color = "Age Adjusted Death Rate")) +
  labs(y = "Total Amount", x = "Year", 
       title = "Age Adjusted Death Rate For All Causes Over Time",
       color = "Age Adjusted Death Rate (All Causes)") +
  scale_color_manual(labels = c("Age Adjusted Death Rate (All Causes)"), values = c("blue")) +
  theme_clean()

ggplot(data4, aes(x = Deaths, y = Cause.Name, fill = Cause.Name))+
  geom_bar(stat = "Identity")+
  labs(y = "Cause Name", x = "Average Amount of Deaths", title = "Average Amount of Deaths For Each Cause From 1999-2017", fill = "Cause Name")+
  theme_minimal()+
  scale_fill_grafify(palette = "muted")

ggplot(data4, aes(x = Age.adjusted.Death.Rate, y = Cause.Name, fill = Cause.Name))+
  geom_bar(stat = "Identity")+
  labs(y = "Cause Name", x = "Average Age Adjusted Death Rate", title = "Average Age Adjusted Death Rate For Each Cause From 1999-2017", fill = "Cause Name")+
  theme_minimal()+
  scale_fill_grafify(palette = "muted")

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