Author

• Name: Min-Hsueh Chiang, JiaLong Li
• Email: mchiang5@illinois.edu, jialong7@illinois.edu

Project:

An automatic visualization and analysis app for all jobs in USAJOBS. Search for the job you like and the app will return you statistics summary data, minimum requirements, and suggested skills.

Data

The data is from https://data.usajobs.gov. The data generally describes various jobs across the USA, including jobs in data science, programming, Economist…etc. The dataset that we retrieved contains several different lists of information inside a vast list, and we decided only to retrieve parts that we are interested in, which include the Job’s position; the Job’s location; the organization that is hiring, the minimum wage & maximum wage of the Job; the GPA requirement of the Job, and the educational degree requirement of the Job (Bachelor, Master or Doctoral degree).

Techniques used include:

Regex, HTML, R Shiny, ggplot2