Walkthrough 04 - List containing students with disabilities longitudinal enrollment counts from 2012-18
all_filesDataset of class list.
US Department of Education https://www2.ed.gov/programs/osepidea/618-data/state-level-data-files/index.html
str(dataedu::all_files)
#> List of 6
#> $ : spc_tbl_ [16,230 × 31] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
#> ..$ Year : num [1:16230] 2012 2012 2012 2012 2012 ...
#> ..$ State Name : chr [1:16230] "ALABAMA" "ALABAMA" "ALABAMA" "ALABAMA" ...
#> ..$ SEA Education Environment : chr [1:16230] "Correctional Facilities" "Home" "Homebound/Hospital" "Inside regular class 40% through 79% of day" ...
#> ..$ SEA Disability Category : chr [1:16230] "All Disabilities" "All Disabilities" "All Disabilities" "All Disabilities" ...
#> ..$ American Indian or Alaska Native Age 3 to 5 : chr [1:16230] "-" "1" "-" "-" ...
#> ..$ Asian Age 3-5 : chr [1:16230] "-" "1" "-" "-" ...
#> ..$ Black or African American Age 3-5 : chr [1:16230] "-" "57" "-" "-" ...
#> ..$ Hispanic/Latino Age 3-5 : chr [1:16230] "-" "12" "-" "-" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : chr [1:16230] "-" "0" "-" "-" ...
#> ..$ Two or More Races Age 3-5 : chr [1:16230] "-" "2" "-" "-" ...
#> ..$ White Age 3-5 : chr [1:16230] "-" "164" "-" "-" ...
#> ..$ Female Age 3 to 5 : chr [1:16230] "-" "63" "-" "-" ...
#> ..$ Male Age 3 to 5 : chr [1:16230] "-" "174" "-" "-" ...
#> ..$ LEP Yes Age 3 to 5 : chr [1:16230] "-" "1" "-" "-" ...
#> ..$ LEP No Age 3 to 5 : chr [1:16230] "-" "236" "-" "-" ...
#> ..$ Age 3 to 5 : chr [1:16230] "-" "237" "-" "-" ...
#> ..$ Age 6-11 : chr [1:16230] "0" "-" "66" "1871" ...
#> ..$ Age 12-17 : chr [1:16230] "8" "-" "132" "2344" ...
#> ..$ Age 18-21 : chr [1:16230] "117" "-" "36" "451" ...
#> ..$ Ages 6-21 : chr [1:16230] "125" "-" "234" "4666" ...
#> ..$ LEP Yes Age 6 to 21 : chr [1:16230] "1" "-" "0" "150" ...
#> ..$ LEP No Age 6 to 21 : chr [1:16230] "124" "-" "234" "4516" ...
#> ..$ Female Age 6 to 21 : chr [1:16230] "4" "-" "104" "1590" ...
#> ..$ Male Age 6 to 21 : chr [1:16230] "121" "-" "130" "3076" ...
#> ..$ American Indian or Alaska Native Age 6 to21 : chr [1:16230] "0" "-" "1" "27" ...
#> ..$ Asian Age 6 to21 : chr [1:16230] "0" "-" "3" "36" ...
#> ..$ Black or African American Age 6 to21 : chr [1:16230] "101" "-" "82" "1961" ...
#> ..$ Hispanic/Latino Age 6 to21 : chr [1:16230] "2" "-" "8" "164" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: chr [1:16230] "0" "-" "0" "0" ...
#> ..$ Two or more races Age 6 to21 : chr [1:16230] "0" "-" "0" "50" ...
#> ..$ White Age 6 to21 : chr [1:16230] "22" "-" "140" "2428" ...
#> ..- attr(*, "problems")= tibble [3 × 5] (S3: tbl_df/tbl/data.frame)
#> .. ..$ row : int [1:3] 16228 16229 16230
#> .. ..$ col : chr [1:3] "Year" "Year" "Year"
#> .. ..$ expected: chr [1:3] "a double" "a double" "a double"
#> .. ..$ actual : chr [1:3] "-------------------" "- Data not available" "x Data supressed due to small cell size"
#> .. ..$ file : chr [1:3] "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2012.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2012.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2012.txt'"
#> ..- attr(*, "spec")=List of 3
#> .. ..$ cols :List of 31
#> .. .. ..$ Year : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#> .. .. ..$ State Name : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Education Environment : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Disability Category : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or More Races Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6-11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12-17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Ages 6-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or more races Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. ..$ default: list()
#> .. .. ..- attr(*, "class")= chr [1:2] "collector_guess" "collector"
#> .. ..$ skip : num 5
#> .. ..- attr(*, "class")= chr "col_spec"
#> $ : spc_tbl_ [16,232 × 50] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
#> ..$ Year : num [1:16232] 2013 2013 2013 2013 2013 ...
#> ..$ State Name : chr [1:16232] "ALABAMA" "ALABAMA" "ALABAMA" "ALABAMA" ...
#> ..$ SEA Education Environment : chr [1:16232] "Correctional Facilities" "Home" "Homebound/Hospital" "Inside regular class 40% through 79% of day" ...
#> ..$ SEA Disability Category : chr [1:16232] "All Disabilities" "All Disabilities" "All Disabilities" "All Disabilities" ...
#> ..$ Age 3 : chr [1:16232] "-" "51" "-" "-" ...
#> ..$ Age 4 : chr [1:16232] "-" "68" "-" "-" ...
#> ..$ Age 5 : chr [1:16232] "-" "65" "-" "-" ...
#> ..$ American Indian or Alaska Native Age 3 to 5 : chr [1:16232] "-" "0" "-" "-" ...
#> ..$ Asian Age 3-5 : chr [1:16232] "-" "0" "-" "-" ...
#> ..$ Black or African American Age 3-5 : chr [1:16232] "-" "39" "-" "-" ...
#> ..$ Hispanic/Latino Age 3-5 : chr [1:16232] "-" "13" "-" "-" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : chr [1:16232] "-" "0" "-" "-" ...
#> ..$ Two or More Races Age 3-5 : chr [1:16232] "-" "3" "-" "-" ...
#> ..$ White Age 3-5 : chr [1:16232] "-" "129" "-" "-" ...
#> ..$ Female Age 3 to 5 : chr [1:16232] "-" "65" "-" "-" ...
#> ..$ Male Age 3 to 5 : chr [1:16232] "-" "119" "-" "-" ...
#> ..$ LEP Yes Age 3 to 5 : chr [1:16232] "-" "0" "-" "-" ...
#> ..$ LEP No Age 3 to 5 : chr [1:16232] "-" "184" "-" "-" ...
#> ..$ Age 3 to 5 : chr [1:16232] "-" "184" "-" "-" ...
#> ..$ Age 6 : chr [1:16232] "0" "-" "8" "252" ...
#> ..$ Age 7 : chr [1:16232] "0" "-" "7" "256" ...
#> ..$ Age 8 : chr [1:16232] "0" "-" "15" "297" ...
#> ..$ Age 9 : chr [1:16232] "0" "-" "13" "359" ...
#> ..$ Age 10 : chr [1:16232] "0" "-" "7" "357" ...
#> ..$ Age 11 : chr [1:16232] "0" "-" "15" "385" ...
#> ..$ Age 12 : chr [1:16232] "0" "-" "15" "378" ...
#> ..$ Age 13 : chr [1:16232] "0" "-" "12" "351" ...
#> ..$ Age 14 : chr [1:16232] "1" "-" "22" "368" ...
#> ..$ Age 15 : chr [1:16232] "1" "-" "26" "329" ...
#> ..$ Age 16 : chr [1:16232] "0" "-" "29" "367" ...
#> ..$ Age 17 : chr [1:16232] "6" "-" "23" "364" ...
#> ..$ Age 18 : chr [1:16232] "6" "-" "16" "269" ...
#> ..$ Age 19 : chr [1:16232] "25" "-" "10" "102" ...
#> ..$ Age 20 : chr [1:16232] "61" "-" "7" "45" ...
#> ..$ Age 21 : chr [1:16232] "12" "-" "1" "6" ...
#> ..$ Age 6-11 : chr [1:16232] "0" "-" "65" "1906" ...
#> ..$ Age 12-17 : chr [1:16232] "8" "-" "127" "2157" ...
#> ..$ Age 18-21 : chr [1:16232] "104" "-" "34" "422" ...
#> ..$ Ages 6-21 : chr [1:16232] "112" "-" "226" "4485" ...
#> ..$ LEP Yes Age 6 to 21 : chr [1:16232] "0" "-" "3" "141" ...
#> ..$ LEP No Age 6 to 21 : chr [1:16232] "112" "-" "223" "4344" ...
#> ..$ Female Age 6 to 21 : chr [1:16232] "1" "-" "93" "1487" ...
#> ..$ Male Age 6 to 21 : chr [1:16232] "111" "-" "133" "2998" ...
#> ..$ American Indian or Alaska Native Age 6 to21 : chr [1:16232] "0" "-" "0" "31" ...
#> ..$ Asian Age 6 to21 : chr [1:16232] "0" "-" "3" "25" ...
#> ..$ Black or African American Age 6 to21 : chr [1:16232] "90" "-" "75" "1852" ...
#> ..$ Hispanic/Latino Age 6 to21 : chr [1:16232] "1" "-" "12" "177" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: chr [1:16232] "0" "-" "0" "1" ...
#> ..$ Two or more races Age 6 to21 : chr [1:16232] "0" "-" "0" "53" ...
#> ..$ White Age 6 to21 : chr [1:16232] "21" "-" "136" "2346" ...
#> ..- attr(*, "problems")= tibble [4 × 5] (S3: tbl_df/tbl/data.frame)
#> .. ..$ row : int [1:4] 16229 16230 16231 16232
#> .. ..$ col : chr [1:4] "Year" "Year" "Year" "Year"
#> .. ..$ expected: chr [1:4] "a double" "a double" "a double" "a double"
#> .. ..$ actual : chr [1:4] "-------------------" "- Data not available" "x Data suppressed due to small cell size" "* Data flagged due to questionable data quality."
#> .. ..$ file : chr [1:4] "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2013.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2013.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2013.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2013.txt'"
#> ..- attr(*, "spec")=List of 3
#> .. ..$ cols :List of 50
#> .. .. ..$ Year : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#> .. .. ..$ State Name : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Education Environment : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Disability Category : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 3 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 4 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or More Races Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 7 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 8 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 9 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 10 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 13 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 14 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 15 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 16 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 19 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 20 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6-11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12-17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Ages 6-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or more races Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. ..$ default: list()
#> .. .. ..- attr(*, "class")= chr [1:2] "collector_guess" "collector"
#> .. ..$ skip : num 5
#> .. ..- attr(*, "class")= chr "col_spec"
#> $ : spc_tbl_ [16,231 × 50] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
#> ..$ Year : num [1:16231] 2014 2014 2014 2014 2014 ...
#> ..$ State Name : chr [1:16231] "Alabama" "Alabama" "Alabama" "Alabama" ...
#> ..$ SEA Education Environment : chr [1:16231] "Correctional Facilities" "Home" "Homebound/Hospital" "Inside regular class 40% through 79% of the day" ...
#> ..$ SEA Disability Category : chr [1:16231] "All Disabilities" "All Disabilities" "All Disabilities" "All Disabilities" ...
#> ..$ Age 3 : chr [1:16231] "-" "51" "-" "-" ...
#> ..$ Age 4 : chr [1:16231] "-" "49" "-" "-" ...
#> ..$ Age 5 : chr [1:16231] "-" "42" "-" "-" ...
#> ..$ American Indian or Alaska Native Age 3 to 5 : chr [1:16231] "-" "0" "-" "-" ...
#> ..$ Asian Age 3-5 : chr [1:16231] "-" "2" "-" "-" ...
#> ..$ Black or African American Age 3-5 : chr [1:16231] "-" "24" "-" "-" ...
#> ..$ Hispanic/Latino Age 3-5 : chr [1:16231] "-" "11" "-" "-" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : chr [1:16231] "-" "1" "-" "-" ...
#> ..$ Two or More Races Age 3-5 : chr [1:16231] "-" "5" "-" "-" ...
#> ..$ White Age 3-5 : chr [1:16231] "-" "99" "-" "-" ...
#> ..$ Female Age 3 to 5 : chr [1:16231] "-" "53" "-" "-" ...
#> ..$ Male Age 3 to 5 : chr [1:16231] "-" "89" "-" "-" ...
#> ..$ LEP Yes Age 3 to 5 : chr [1:16231] "-" "0" "-" "-" ...
#> ..$ LEP No Age 3 to 5 : chr [1:16231] "-" "142" "-" "-" ...
#> ..$ Age 3 to 5 : chr [1:16231] "-" "142" "-" "-" ...
#> ..$ Age 6 : chr [1:16231] "0" "-" "8" "263" ...
#> ..$ Age 7 : chr [1:16231] "0" "-" "8" "327" ...
#> ..$ Age 8 : chr [1:16231] "0" "-" "10" "357" ...
#> ..$ Age 9 : chr [1:16231] "0" "-" "14" "386" ...
#> ..$ Age 10 : chr [1:16231] "0" "-" "15" "411" ...
#> ..$ Age 11 : chr [1:16231] "0" "-" "10" "448" ...
#> ..$ Age 12 : chr [1:16231] "0" "-" "16" "387" ...
#> ..$ Age 13 : chr [1:16231] "0" "-" "16" "372" ...
#> ..$ Age 14 : chr [1:16231] "2" "-" "19" "343" ...
#> ..$ Age 15 : chr [1:16231] "3" "-" "30" "319" ...
#> ..$ Age 16 : chr [1:16231] "3" "-" "29" "325" ...
#> ..$ Age 17 : chr [1:16231] "1" "-" "31" "319" ...
#> ..$ Age 18 : chr [1:16231] "6" "-" "19" "254" ...
#> ..$ Age 19 : chr [1:16231] "26" "-" "7" "93" ...
#> ..$ Age 20 : chr [1:16231] "46" "-" "8" "42" ...
#> ..$ Age 21 : chr [1:16231] "14" "-" "2" "7" ...
#> ..$ Age 6-11 : chr [1:16231] "0" "-" "65" "2192" ...
#> ..$ Age 12-17 : chr [1:16231] "9" "-" "141" "2065" ...
#> ..$ Age 18-21 : chr [1:16231] "92" "-" "36" "396" ...
#> ..$ Ages 6-21 : chr [1:16231] "101" "-" "242" "4653" ...
#> ..$ LEP Yes Age 6 to 21 : chr [1:16231] "0" "-" "1" "182" ...
#> ..$ LEP No Age 6 to 21 : chr [1:16231] "101" "-" "241" "4471" ...
#> ..$ Female Age 6 to 21 : chr [1:16231] "3" "-" "99" "1559" ...
#> ..$ Male Age 6 to 21 : chr [1:16231] "98" "-" "143" "3094" ...
#> ..$ American Indian or Alaska Native Age 6 to21 : chr [1:16231] "0" "-" "1" "30" ...
#> ..$ Asian Age 6 to21 : chr [1:16231] "0" "-" "3" "30" ...
#> ..$ Black or African American Age 6 to21 : chr [1:16231] "82" "-" "87" "1820" ...
#> ..$ Hispanic/Latino Age 6 to21 : chr [1:16231] "0" "-" "10" "229" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: chr [1:16231] "0" "-" "0" "0" ...
#> ..$ Two or more races Age 6 to21 : chr [1:16231] "0" "-" "1" "63" ...
#> ..$ White Age 6 to21 : chr [1:16231] "19" "-" "140" "2481" ...
#> ..- attr(*, "problems")= tibble [3 × 5] (S3: tbl_df/tbl/data.frame)
#> .. ..$ row : int [1:3] 16229 16230 16231
#> .. ..$ col : chr [1:3] "Year" "Year" "Year"
#> .. ..$ expected: chr [1:3] "a double" "a double" "a double"
#> .. ..$ actual : chr [1:3] "-------------------" "- Data not available" "x Data suppressed due to small cell size"
#> .. ..$ file : chr [1:3] "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2014.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2014.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2014.txt'"
#> ..- attr(*, "spec")=List of 3
#> .. ..$ cols :List of 50
#> .. .. ..$ Year : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#> .. .. ..$ State Name : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Education Environment : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Disability Category : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 3 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 4 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or More Races Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 7 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 8 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 9 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 10 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 13 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 14 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 15 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 16 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 19 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 20 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6-11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12-17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Ages 6-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or more races Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. ..$ default: list()
#> .. .. ..- attr(*, "class")= chr [1:2] "collector_guess" "collector"
#> .. ..$ skip : num 5
#> .. ..- attr(*, "class")= chr "col_spec"
#> $ : spc_tbl_ [16,232 × 50] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
#> ..$ Year : num [1:16232] 2015 2015 2015 2015 2015 ...
#> ..$ State Name : chr [1:16232] "Alabama" "Alabama" "Alabama" "Alabama" ...
#> ..$ SEA Education Environment : chr [1:16232] "Correctional Facilities" "Home" "Homebound/Hospital" "Inside regular class 40% through 79% of the day" ...
#> ..$ SEA Disability Category : chr [1:16232] "All Disabilities" "All Disabilities" "All Disabilities" "All Disabilities" ...
#> ..$ Age 3 : chr [1:16232] "-" "45" "-" "-" ...
#> ..$ Age 4 : chr [1:16232] "-" "43" "-" "-" ...
#> ..$ Age 5 : chr [1:16232] "-" "19" "-" "-" ...
#> ..$ American Indian or Alaska Native Age 3 to 5 : chr [1:16232] "-" "1" "-" "-" ...
#> ..$ Asian Age 3-5 : chr [1:16232] "-" "1" "-" "-" ...
#> ..$ Black or African American Age 3-5 : chr [1:16232] "-" "18" "-" "-" ...
#> ..$ Hispanic/Latino Age 3-5 : chr [1:16232] "-" "7" "-" "-" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : chr [1:16232] "-" "0" "-" "-" ...
#> ..$ Two or More Races Age 3-5 : chr [1:16232] "-" "1" "-" "-" ...
#> ..$ White Age 3-5 : chr [1:16232] "-" "79" "-" "-" ...
#> ..$ Female Age 3 to 5 : chr [1:16232] "-" "33" "-" "-" ...
#> ..$ Male Age 3 to 5 : chr [1:16232] "-" "74" "-" "-" ...
#> ..$ LEP Yes Age 3 to 5 : chr [1:16232] "-" "1" "-" "-" ...
#> ..$ LEP No Age 3 to 5 : chr [1:16232] "-" "106" "-" "-" ...
#> ..$ Age 3 to 5 : chr [1:16232] "-" "107" "-" "-" ...
#> ..$ Age 6 : chr [1:16232] "0" "-" "10" "286" ...
#> ..$ Age 7 : chr [1:16232] "0" "-" "6" "318" ...
#> ..$ Age 8 : chr [1:16232] "0" "-" "17" "388" ...
#> ..$ Age 9 : chr [1:16232] "0" "-" "7" "402" ...
#> ..$ Age 10 : chr [1:16232] "0" "-" "18" "433" ...
#> ..$ Age 11 : chr [1:16232] "0" "-" "11" "435" ...
#> ..$ Age 12 : chr [1:16232] "0" "-" "12" "431" ...
#> ..$ Age 13 : chr [1:16232] "0" "-" "18" "390" ...
#> ..$ Age 14 : chr [1:16232] "1" "-" "18" "350" ...
#> ..$ Age 15 : chr [1:16232] "0" "-" "20" "350" ...
#> ..$ Age 16 : chr [1:16232] "3" "-" "31" "330" ...
#> ..$ Age 17 : chr [1:16232] "4" "-" "28" "316" ...
#> ..$ Age 18 : chr [1:16232] "5" "-" "21" "230" ...
#> ..$ Age 19 : chr [1:16232] "10" "-" "6" "100" ...
#> ..$ Age 20 : chr [1:16232] "45" "-" "1" "35" ...
#> ..$ Age 21 : chr [1:16232] "9" "-" "0" "5" ...
#> ..$ Age 6-11 : chr [1:16232] "0" "-" "69" "2262" ...
#> ..$ Age 12-17 : chr [1:16232] "8" "-" "127" "2167" ...
#> ..$ Age 18-21 : chr [1:16232] "69" "-" "28" "370" ...
#> ..$ Ages 6-21 : chr [1:16232] "77" "-" "224" "4799" ...
#> ..$ LEP Yes Age 6 to 21 : chr [1:16232] "0" "-" "5" "205" ...
#> ..$ LEP No Age 6 to 21 : chr [1:16232] "77" "-" "219" "4594" ...
#> ..$ Female Age 6 to 21 : chr [1:16232] "2" "-" "91" "1569" ...
#> ..$ Male Age 6 to 21 : chr [1:16232] "75" "-" "133" "3230" ...
#> ..$ American Indian or Alaska Native Age 6 to21 : chr [1:16232] "0" "-" "1" "30" ...
#> ..$ Asian Age 6 to21 : chr [1:16232] "0" "-" "3" "37" ...
#> ..$ Black or African American Age 6 to21 : chr [1:16232] "69" "-" "60" "1803" ...
#> ..$ Hispanic/Latino Age 6 to21 : chr [1:16232] "0" "-" "13" "273" ...
#> ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: chr [1:16232] "0" "-" "1" "2" ...
#> ..$ Two or more races Age 6 to21 : chr [1:16232] "0" "-" "1" "66" ...
#> ..$ White Age 6 to21 : chr [1:16232] "8" "-" "145" "2588" ...
#> ..- attr(*, "problems")= tibble [4 × 5] (S3: tbl_df/tbl/data.frame)
#> .. ..$ row : int [1:4] 16229 16230 16231 16232
#> .. ..$ col : chr [1:4] "Year" "Year" "Year" "Year"
#> .. ..$ expected: chr [1:4] "a double" "a double" "a double" "a double"
#> .. ..$ actual : chr [1:4] "-------------------" "- Data not available" "x Data suppressed due to small cell size" "* Data flagged due to questionable data quality"
#> .. ..$ file : chr [1:4] "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2015.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2015.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2015.txt'" "'/Users/shortessay/Desktop/data/bchildcountandedenvironments2015.txt'"
#> ..- attr(*, "spec")=List of 3
#> .. ..$ cols :List of 50
#> .. .. ..$ Year : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_double" "collector"
#> .. .. ..$ State Name : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Education Environment : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ SEA Disability Category : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 3 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 4 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or More Races Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 3-5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 7 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 8 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 9 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 10 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 13 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 14 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 15 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 16 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 19 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 20 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6-11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12-17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Ages 6-21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP Yes Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Female Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or more races Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. ..$ default: list()
#> .. .. ..- attr(*, "class")= chr [1:2] "collector_guess" "collector"
#> .. ..$ skip : num 5
#> .. ..- attr(*, "class")= chr "col_spec"
#> $ : spc_tbl_ [16,230 × 50] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
#> ..$ 2016 : num [1:16230] 2016 2016 2016 2016 2016 ...
#> ..$ Alabama : chr [1:16230] "Alabama" "Alabama" "Alabama" "Alabama" ...
#> ..$ Correctional Facilities: chr [1:16230] "Home" "Homebound/Hospital" "Inside regular class 40% through 79% of the day" "Inside regular class 80% or more of the day" ...
#> ..$ All Disabilities : chr [1:16230] "All Disabilities" "All Disabilities" "All Disabilities" "All Disabilities" ...
#> ..$ - : chr [1:16230] "43" "-" "-" "-" ...
#> ..$ -_1 : chr [1:16230] "30" "-" "-" "-" ...
#> ..$ -_2 : chr [1:16230] "35" "-" "-" "-" ...
#> ..$ -_3 : chr [1:16230] "0" "-" "-" "-" ...
#> ..$ -_4 : chr [1:16230] "1" "-" "-" "-" ...
#> ..$ -_5 : chr [1:16230] "22" "-" "-" "-" ...
#> ..$ -_6 : chr [1:16230] "6" "-" "-" "-" ...
#> ..$ -_7 : chr [1:16230] "0" "-" "-" "-" ...
#> ..$ -_8 : chr [1:16230] "1" "-" "-" "-" ...
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#> $ : spc_tbl_ [16,231 × 50] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
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#> ..$ Age 10 : chr [1:16231] "0" "-" "17" "538" ...
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#> ..$ Age 12 : chr [1:16231] "0" "-" "20" "394" ...
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#> ..$ Age 21 : chr [1:16231] "2" "-" "0" "6" ...
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#> .. .. ..$ LEP Yes Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 3 to 5 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
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#> .. .. ..$ Age 8 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 9 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 10 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 11 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 12 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 13 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 14 : list()
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#> .. .. ..$ Age 15 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 16 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 19 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 20 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 6-11 : list()
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#> .. .. ..$ Age 12-17 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Age 18-21 : list()
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#> .. .. ..$ Ages 6-21 : list()
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#> .. .. ..$ LEP Yes Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ LEP No Age 6 to 21 : list()
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#> .. .. ..$ Female Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Male Age 6 to 21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ American Indian or Alaska Native Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Asian Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Black or African American Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Hispanic/Latino Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Native Hawaiian or Other Pacific Islander Age 6 to21: list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ Two or more races Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. .. ..$ White Age 6 to21 : list()
#> .. .. .. ..- attr(*, "class")= chr [1:2] "collector_character" "collector"
#> .. ..$ default: list()
#> .. .. ..- attr(*, "class")= chr [1:2] "collector_guess" "collector"
#> .. ..$ skip : num 5
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