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README.md
machines_wage.R

README.md

How Much Money Should Machines Earn?

In this experiment I combine two datasets to create an interactive visualization. Data sets are:

  • The probability of computerisation of 702 detailed occupations, obtained by Carl Benedikt Frey and Michael A. Osborne from the University of Oxford, using a Gaussian process classifier and published in this paper in 2013.
  • Statistics of jobs from (employments, median annual wages and typical education needed for entry) from the US Bureau of Labor, available here.

Getting Started

Prerequisites

You will need to install the following packages (if you don't have them already):

install.packages("tabulizer")
install.packages("dplyr")
install.packages("rlist")
install.packages("readxl")
install.packages("highcharter")

More info

A complete explanation of the experiment can be found at fronkonstin

Authors