Skip to contents

More examples

2024-10-23

Source: vignettes/more_examples.Rmd
more_examples.Rmd

Using area within zip code 

## public schools within 50 miles of midtown Nashville, TN
df <- sc_init() |> 
    sc_filter(control == 1) |> 
    sc_select(unitid, instnm, stabbr) |> 
    sc_year(2013) |> 
    sc_zip(37203, 50) |>
    sc_get()
#> Request complete!
df
#> # A tibble: 10 × 4
#>    unitid instnm                                               stabbr  year
#>     <int> <chr>                                                <chr>  <dbl>
#>  1 219602 Austin Peay State University                         TN      2013
#>  2 219888 Columbia State Community College                     TN      2013
#>  3 219994 Tennessee College of Applied Technology-Dickson      TN      2013
#>  4 220279 Tennessee College of Applied Technology-Hartsville   TN      2013
#>  5 220978 Middle Tennessee State University                    TN      2013
#>  6 221102 Tennessee College of Applied Technology-Murfreesboro TN      2013
#>  7 221184 Nashville State Community College                    TN      2013
#>  8 221838 Tennessee State University                           TN      2013
#>  9 222053 Volunteer State Community College                    TN      2013
#> 10 248925 Tennessee College of Applied Technology Nashville    TN      2013

Large pull

The College Scorecard will only return 100 results at a time. When there are more than 100 results, the package will make multiple pulls and append all results before returning.

## median earnings for students who first enrolled in a public
## college in the New England or Mid-Atlantic regions: 10 years later
df <- sc_init() |> 
    sc_filter(control == 1, region == 1:2, ccbasic == 1:24) |> 
    sc_select(unitid, instnm, md_earn_wne_p10) |> 
    sc_year(2009) |>
    sc_get()
#> Large request will require: 2 additional pulls.
#> Request additional chunk 1
#> Request additional chunk 2
#> Request complete!
df
#> # A tibble: 255 × 4
#>    unitid instnm                               md_earn_wne_p10  year
#>     <int> <chr>                                          <int> <dbl>
#>  1 128577 Asnuntuck Community College                    30200  2009
#>  2 128771 Central Connecticut State University           46400  2009
#>  3 128780 Charter Oak State College                          0  2009
#>  4 129020 University of Connecticut                      54500  2009
#>  5 129215 Eastern Connecticut State University           43600  2009
#>  6 129367 Capital Community College                      34100  2009
#>  7 129543 Housatonic Community College                   34100  2009
#>  8 129695 Manchester Community College                   34600  2009
#>  9 129729 Naugatuck Valley Community College             32000  2009
#> 10 129756 Middlesex Community College                    34700  2009
#> # ℹ 245 more rows