33 state-education.csv

This data, stored in state-education.csv includes state-level aggregate data on six attributes from academic year 2020-21. The attributes, collected for all 50 states and the District of Columbia, are:

state: State name
postal: State postal code
region: Region of the country identified by the National Education Association (Far West, Great Lakes, Mid East, New England, Plains, Rocky Mountains, Southeast, Southwest)
salary: Average public teacher salary in the state.
sat: Average total SAT score in the state for students in the class of 2020 who took the SAT during high school. The SAT is made up of three sections: (1) Reading, (2) Writing and Language (also just called Writing), and (3) Math. Total SAT score range from 400–1600.
participation: Percentage of students in the state who took the SAT.

33.0.1 Preview

Code

# Import Data
state_educ = readr::read_csv(file = "https://raw.githubusercontent.com/zief0002/modeling/main/data/state-education.csv")

# View Data
state_educ

ABCDEFGHIJ0123456789

state <chr>	postal <chr>	region <chr>	salary <dbl>	sat <dbl>	participation <dbl>
Alabama	AL	South	47949	1190	6
Alaska	AK	West	65468	1040	52
Arizona	AZ	South	49885	1140	34
Arkansas	AR	South	46631	1210	4
California	CA	West	69324	1080	60
Colorado	CO	West	49844	1250	12
Connecticut	CT	Northeast	69397	1090	89
Delaware	DE	Northeast	59679	1000	100
District of Columbia	DC	South	70906	950	100
Florida	FL	South	46598	1040	74

33.0.2 References

College Board. (2020). SAT suite of assessments annual report. Author.

NEA Research. (2021). Rankings of the states 2020 and estimates of school statistics 2021. National Education Association.