David J. Bauer
7/17/19
A recent article in the La Crosse Tribune informed readers of a public database maintained by the state that provides compensation information for local government employees including teachers in the La Crosse School District.
Note: La Crosse is a city in the state of Wisconsin in the United States.
I thought it would be useful to develop a Shiny tool to interactively summarize the salaries of teachers based on user selection of selected variables. The variables include Gender, Race/Ethnicity, Degree, Experience (Years), and Age (Years).
The tool could easily expand to include additional variables and/or school districts in Wisconsin.
Many parties consider teacher compensation an important issue; here are several:
The table below presents the first 5 rows of teacher data used by the Shiny tool.
library(tidyverse) # for dplyr code used in script
library(knitr) # for kable
source("teacherdata.R") # script to get and clean data
kable(head(teach,5))
| Gender | Race/Ethnicity | Degree | Experience | Salary | Age |
|---|---|---|---|---|---|
| Female | White | Masters | 37.5 | 73954 | 59 |
| Female | White | Bachelors | 13.0 | 49797 | 38 |
| Male | White | Masters | 10.0 | 64684 | 38 |
| Female | White | Bachelors | 13.0 | 46937 | 40 |
| Male | White | Masters | 5.0 | 52061 | 29 |
Use this link to access the Shiny tool:
https://gnosticneuron.shinyapps.io/lacrosseteachers/
Want to check out the database of public employee compensation for the state of Wisconsin? Here's the link:
https://publicstaffreports.dpi.wi.gov/PubStaffReport/Public/PublicReport/AllStaffReport