CollegeScorecard

Collated data from the United States Department of Education (DOE) College Scorecard project

Installation

devtools::install_github("Amherst-Statistics/CollegeScorecard")

List files

list.files(system.file("extdata", package = "CollegeScorecard"))

##  [1] "Crosswalks.zip"                            
##  [2] "CW2000.xlsx"                               
##  [3] "CW2001.xlsx"                               
##  [4] "CW2002.xlsx"                               
##  [5] "CW2003.xlsx"                               
##  [6] "CW2004.xlsx"                               
##  [7] "CW2005.xlsx"                               
##  [8] "CW2006.xlsx"                               
##  [9] "CW2007.xlsx"                               
## [10] "CW2008.xlsx"                               
## [11] "CW2009.xlsx"                               
## [12] "CW2010.xlsx"                               
## [13] "CW2011.xlsx"                               
## [14] "CW2012.xlsx"                               
## [15] "CW2013.xlsx"                               
## [16] "CW2014.xlsx"                               
## [17] "CW2015.xlsx"                               
## [18] "CW2016.xlsx"                               
## [19] "CW2017.xlsx"                               
## [20] "CW2018.xlsx"                               
## [21] "CW2019.xlsx"                               
## [22] "CW2020.xlsx"                               
## [23] "CW2021.csv"                                
## [24] "CW2021.xlsx"                               
## [25] "data.yaml"                                 
## [26] "FieldOfStudyData1415_1516_PP.csv.bz2"      
## [27] "FieldOfStudyData1516_1617_PP.csv.bz2"      
## [28] "FieldOfStudyData1718_1819_PP.csv.bz2"      
## [29] "FieldOfStudyData1819_1920_PP.csv.bz2"      
## [30] "MERGED1996_97_PP.csv.bz2"                  
## [31] "MERGED1997_98_PP.csv.bz2"                  
## [32] "MERGED1998_99_PP.csv.bz2"                  
## [33] "MERGED1999_00_PP.csv.bz2"                  
## [34] "MERGED2000_01_PP.csv.bz2"                  
## [35] "MERGED2001_02_PP.csv.bz2"                  
## [36] "MERGED2002_03_PP.csv.bz2"                  
## [37] "MERGED2003_04_PP.csv.bz2"                  
## [38] "MERGED2004_05_PP.csv.bz2"                  
## [39] "MERGED2005_06_PP.csv.bz2"                  
## [40] "MERGED2006_07_PP.csv.bz2"                  
## [41] "MERGED2007_08_PP.csv.bz2"                  
## [42] "MERGED2008_09_PP.csv.bz2"                  
## [43] "MERGED2009_10_PP.csv.bz2"                  
## [44] "MERGED2010_11_PP.csv.bz2"                  
## [45] "MERGED2011_12_PP.csv.bz2"                  
## [46] "MERGED2012_13_PP.csv.bz2"                  
## [47] "MERGED2013_14_PP.csv.bz2"                  
## [48] "MERGED2014_15_PP.csv.bz2"                  
## [49] "MERGED2015_16_PP.csv.bz2"                  
## [50] "MERGED2016_17_PP.csv.bz2"                  
## [51] "MERGED2017_18_PP.csv.bz2"                  
## [52] "MERGED2018_19_PP.csv.bz2"                  
## [53] "MERGED2019_20_PP.csv.bz2"                  
## [54] "MERGED2020_21_PP.csv.bz2"                  
## [55] "MERGED2021_22_PP.csv.bz2"                  
## [56] "Most-Recent-Cohorts-Field-of-Study.csv.bz2"
## [57] "Most-Recent-Cohorts-Institution.csv.bz2"

Example from 2016

filename <- paste(system.file("extdata", package = "CollegeScorecard"), 
                  "MERGED2016_17_PP.csv.bz2", sep = "/")
cs2016 <- readr::read_csv(filename)
head(cs2016$MALE_WDRAW_ORIG_YR4_RT)

## [1] "0.371237458194" "0.238558909445" "0.620253164557" "0.233564013841"
## [5] "0.425641025641" "0.148696985181"

summary(readr::parse_number(cs2016$MALE_WDRAW_ORIG_YR4_RT))

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max.    NA's 
##   0.032   0.222   0.354   0.357   0.496   0.814    3245

Last updated Sat Aug 26 13:25:47 2023 GMT incorporating data from 2021-2022.