Gapminder Analysis

Introduction

This is my first Rmarkdown document!

Let’s do more here!

Here’s some bold text.

library(dplyr)
library(readr)
library(ggplot2)
library(knitr)

gm <- read_csv("data/gapminder.csv")

## Parsed with column specification:
## cols(
##   country = col_character(),
##   continent = col_character(),
##   year = col_integer(),
##   lifeExp = col_double(),
##   pop = col_integer(),
##   gdpPercap = col_double()
## )

head(gm)

## # A tibble: 6 x 6
##       country continent  year lifeExp      pop gdpPercap
##         <chr>     <chr> <int>   <dbl>    <int>     <dbl>
## 1 Afghanistan      Asia  1952  28.801  8425333  779.4453
## 2 Afghanistan      Asia  1957  30.332  9240934  820.8530
## 3 Afghanistan      Asia  1962  31.997 10267083  853.1007
## 4 Afghanistan      Asia  1967  34.020 11537966  836.1971
## 5 Afghanistan      Asia  1972  36.088 13079460  739.9811
## 6 Afghanistan      Asia  1977  38.438 14880372  786.1134

mean(gm$lifeExp)
sd(gm$gdpPercap)
unique(gm$year)

## [1] 59.47444
## [1] 9857.455
##  [1] 1952 1957 1962 1967 1972 1977 1982 1987 1992 1997 2002 2007

Tables

kable(head(gm))

country	continent	year	lifeExp	pop	gdpPercap
Afghanistan	Asia	1952	28.801	8425333	779.4453
Afghanistan	Asia	1957	30.332	9240934	820.8530
Afghanistan	Asia	1962	31.997	10267083	853.1007
Afghanistan	Asia	1967	34.020	11537966	836.1971
Afghanistan	Asia	1972	36.088	13079460	739.9811
Afghanistan	Asia	1977	38.438	14880372	786.1134

Now we’re out of the R code chunk.

The mean life expectancy is 59.4744394. This is just fixed width.

ggplot(gm, aes(gdpPercap, lifeExp)) + geom_point() + scale_x_log10()

Life Expectancy vs GDP Per Capita

Session Information

Hooray reproducibility!

sessionInfo()

## R version 3.4.2 (2017-09-28)
## Platform: x86_64-apple-darwin15.6.0 (64-bit)
## Running under: macOS Sierra 10.12.6
## 
## Matrix products: default
## BLAS: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/3.4/Resources/lib/libRlapack.dylib
## 
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
## [1] knitr_1.17    ggplot2_2.2.1 readr_1.1.1   dplyr_0.7.4  
## 
## loaded via a namespace (and not attached):
##  [1] Rcpp_0.12.13     bindr_0.1        magrittr_1.5     hms_0.3         
##  [5] munsell_0.4.3    colorspace_1.3-2 R6_2.2.2         rlang_0.1.2     
##  [9] highr_0.6        plyr_1.8.4       stringr_1.2.0    tools_3.4.2     
## [13] grid_3.4.2       gtable_0.2.0     htmltools_0.3.6  lazyeval_0.2.0  
## [17] yaml_2.1.14      assertthat_0.2.0 rprojroot_1.2    digest_0.6.12   
## [21] tibble_1.3.4     bindrcpp_0.2     glue_1.1.1       evaluate_0.10.1 
## [25] rmarkdown_1.6    labeling_0.3     stringi_1.1.5    compiler_3.4.2  
## [29] scales_0.5.0     backports_1.1.1  pkgconfig_2.0.1