data(cars)
median(cars$speed)## [1] 15library("jsonlite")
url <- "https://min-api.cryptocompare.com/data/v2/histoday?fsym=BTC&tsym=USD&limit=99"
raw <- fromJSON(url)
dat <- raw$Data$Data
dat$time <- as.POSIXct(dat$time, origin = "1970-01-01", tz = "UTC")
max_close <- max(dat$close, na.rm = TRUE)
cat("Max BTC-USD daily close (last 100 days):", max_close, "\n")## Max BTC-USD daily close (last 100 days): 124723Part 2 Research Questions: What U.S. colleges have the highest
average annual cost of attendance? Is there a correlation between higher
tuition costs and graduation rates?
Which states have the best average ROI (earnings relative to cost)? The
project uses the College Scorecard dataset from the U.S. Department of
Education from the College Scorecard data portal. # Link: https://collegescorecard.ed.gov/ # Part 4:
library(readr)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unioncollege_raw <- read_csv("Most-Recent-Cohorts-Institution_05192025.csv", show_col_types = FALSE)
data("Most-Recent-Cohorts-Institution_05192025.csv")## Warning in data("Most-Recent-Cohorts-Institution_05192025.csv"): data set
## 'Most-Recent-Cohorts-Institution_05192025.csv' not foundstr(college_raw)## spc_tbl_ [6,429 × 3,306] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
## $ UNITID : num [1:6429] 100654 100663 100690 100706 100724 ...
## $ OPEID : chr [1:6429] "00100200" "00105200" "02503400" "00105500" ...
## $ OPEID6 : chr [1:6429] "001002" "001052" "025034" "001055" ...
## $ INSTNM : chr [1:6429] "Alabama A & M University" "University of Alabama at Birmingham" "Amridge University" "University of Alabama in Huntsville" ...
## $ CITY : chr [1:6429] "Normal" "Birmingham" "Montgomery" "Huntsville" ...
## $ STABBR : chr [1:6429] "AL" "AL" "AL" "AL" ...
## $ ZIP : chr [1:6429] "35762" "35294-0110" "36117-3553" "35899" ...
## $ ACCREDAGENCY : chr [1:6429] "Southern Association of Colleges and Schools Commission on Colleges" "Southern Association of Colleges and Schools Commission on Colleges" "Southern Association of Colleges and Schools Commission on Colleges" "Southern Association of Colleges and Schools Commission on Colleges" ...
## $ INSTURL : chr [1:6429] "www.aamu.edu/" "https://www.uab.edu/" "https://www.amridgeuniversity.edu/" "www.uah.edu/" ...
## $ NPCURL : chr [1:6429] "www.aamu.edu/admissions-aid/tuition-fees/net-price-calculator.html" "https://tcc.ruffalonl.com/University of Alabama at Birmingham/Freshman-Students" "https://www2.amridgeuniversity.edu:9091/" "finaid.uah.edu/" ...
## $ SCH_DEG : num [1:6429] 3 3 3 3 3 3 2 3 3 3 ...
## $ HCM2 : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ MAIN : num [1:6429] 1 1 1 1 1 1 1 1 1 1 ...
## $ NUMBRANCH : num [1:6429] 1 1 1 1 1 1 1 1 1 1 ...
## $ PREDDEG : num [1:6429] 3 3 3 3 3 3 1 3 3 3 ...
## $ HIGHDEG : num [1:6429] 4 4 4 4 4 4 2 4 4 4 ...
## $ CONTROL : num [1:6429] 1 1 2 1 1 1 1 1 1 1 ...
## $ ST_FIPS : num [1:6429] 1 1 1 1 1 1 1 1 1 1 ...
## $ REGION : num [1:6429] 5 5 5 5 5 5 5 5 5 5 ...
## $ LOCALE : num [1:6429] 12 12 12 12 12 12 32 31 12 13 ...
## $ LOCALE2 : logi [1:6429] NA NA NA NA NA NA ...
## $ LATITUDE : num [1:6429] 34.8 33.5 32.4 34.7 32.4 ...
## $ LONGITUDE : num [1:6429] -86.6 -86.8 -86.2 -86.6 -86.3 ...
## $ CCBASIC : num [1:6429] 18 15 20 15 17 15 5 22 18 15 ...
## $ CCUGPROF : num [1:6429] 10 9 5 15 10 12 1 5 7 14 ...
## $ CCSIZSET : num [1:6429] 14 15 6 13 14 16 2 9 13 15 ...
## $ HBCU : num [1:6429] 1 0 0 0 1 0 0 0 0 0 ...
## $ PBI : num [1:6429] 0 0 0 0 0 0 0 0 1 0 ...
## $ ANNHI : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ TRIBAL : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ AANAPII : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ HSI : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ NANTI : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ MENONLY : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ WOMENONLY : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ RELAFFIL : num [1:6429] NA NA 74 NA NA NA NA NA NA NA ...
## $ ADM_RATE : num [1:6429] 0.662 0.884 NA 0.743 0.956 ...
## $ ADM_RATE_ALL : num [1:6429] 0.662 0.884 NA 0.743 0.956 ...
## $ SATVR25 : num [1:6429] 420 570 NA 595 444 590 NA NA 500 630 ...
## $ SATVR75 : num [1:6429] 540 700 NA 700 538 700 NA NA 595 690 ...
## $ SATMT25 : num [1:6429] 390 560 NA 600 421 580 NA NA 500 610 ...
## $ SATMT75 : num [1:6429] 520 700 NA 740 531 700 NA NA 615 690 ...
## $ SATWR25 : num [1:6429] 370 NA NA NA NA 480 NA NA NA 520 ...
## $ SATWR75 : num [1:6429] 457 NA NA NA NA 600 NA NA NA 620 ...
## $ SATVRMID : num [1:6429] 475 637 NA 640 488 610 NA NA 538 NA ...
## $ SATMTMID : num [1:6429] 460 644 NA 655 457 610 NA NA 518 NA ...
## $ SATWRMID : num [1:6429] 414 NA NA NA NA 540 NA NA NA 570 ...
## $ ACTCM25 : num [1:6429] 14 22 NA 25 16 24 NA NA 18 25 ...
## $ ACTCM75 : num [1:6429] 19 30 NA 31 20 31 NA NA 24 31 ...
## $ ACTEN25 : num [1:6429] 13 22 NA 24 15 23 NA NA 18 25 ...
## $ ACTEN75 : num [1:6429] 20 33 NA 33 21 33 NA NA 25 33 ...
## $ ACTMT25 : num [1:6429] 14 20 NA 24 15 22 NA NA 16 24 ...
## $ ACTMT75 : num [1:6429] 17 27 NA 29 19 29 NA NA 23 29 ...
## $ ACTWR25 : num [1:6429] NA NA NA NA NA 7 NA NA NA 7 ...
## $ ACTWR75 : num [1:6429] NA NA NA NA NA 8 NA NA NA 8 ...
## $ ACTCMMID : num [1:6429] 18 27 NA 28 18 26 NA NA 21 NA ...
## $ ACTENMID : num [1:6429] 17 28 NA 28 17 27 NA NA 20 NA ...
## $ ACTMTMID : num [1:6429] 17 25 NA 26 17 24 NA NA 19 NA ...
## $ ACTWRMID : num [1:6429] NA NA NA NA NA 8 NA NA NA 8 ...
## $ SAT_AVG : num [1:6429] 947 1251 NA 1321 977 ...
## $ SAT_AVG_ALL : num [1:6429] 947 1251 NA 1321 977 ...
## $ PCIP01 : num [1:6429] 0.0548 0 0 0 0 0 0 0 0 0.0407 ...
## $ PCIP03 : num [1:6429] 0.0078 0 0 0 0 0.0038 0 0 0.0099 0.0241 ...
## $ PCIP04 : num [1:6429] 0.002 0 0 0 0 0 0 0 0 0.0209 ...
## $ PCIP05 : num [1:6429] 0e+00 7e-04 0e+00 0e+00 0e+00 9e-04 0e+00 0e+00 0e+00 0e+00 ...
## $ PCIP09 : num [1:6429] 0 0.0261 0 0.0129 0.0547 0.0942 0 0 0.0155 0.0402 ...
## $ PCIP10 : num [1:6429] 0.047 0 0 0 0 0 0 0 0 0 ...
## $ PCIP11 : num [1:6429] 0.0509 0.0284 0 0.101 0.0568 0.0144 0.0306 0.0275 0.0918 0.0396 ...
## $ PCIP12 : num [1:6429] 0 0 0 0 0 0 0.0474 0 0 0 ...
## $ PCIP13 : num [1:6429] 0.0411 0.0614 0 0.019 0.0737 ...
## $ PCIP14 : num [1:6429] 0.1115 0.0581 0 0.3086 0.0168 ...
## $ PCIP15 : num [1:6429] 0.0372 0 0 0.0037 0 0 0.0279 0 0 0 ...
## $ PCIP16 : num [1:6429] 0 0.005 0 0.0098 0 0.0045 0 0 0.0014 0.0041 ...
## $ PCIP19 : num [1:6429] 0.0196 0 0.1343 0 0 ...
## $ PCIP22 : num [1:6429] 0 0 0 0 0 0 0 0 0 0.0088 ...
## $ PCIP23 : num [1:6429] 0.0137 0.0139 0 0.019 0.0042 0.0097 0 0.0317 0.0141 0.0058 ...
## $ PCIP24 : num [1:6429] 0.0489 0.032 0 0 0 ...
## $ PCIP25 : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ PCIP26 : num [1:6429] 0.1487 0.1334 0 0.0484 0.1221 ...
## $ PCIP27 : num [1:6429] 0.0098 0.0046 0 0.0147 0.0084 0.0089 0 0.0234 0.0042 0.005 ...
## $ PCIP29 : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ PCIP30 : num [1:6429] 0 0 0 0.0184 0.0863 ...
## $ PCIP31 : num [1:6429] 0.047 0 0 0.0288 0.0084 0.0286 0 0.011 0.0523 0 ...
## $ PCIP38 : num [1:6429] 0 0.004 0 0.0018 0 0.0018 0 0.0055 0 0.0009 ...
## $ PCIP39 : num [1:6429] 0 0 0.284 0 0 ...
## $ PCIP40 : num [1:6429] 0.0137 0.0231 0 0.0514 0.0126 0.0106 0 0.0028 0.0099 0.0083 ...
## $ PCIP41 : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ PCIP42 : num [1:6429] 0.0665 0.0822 0 0.0288 0.0442 0.0513 0 0.0207 0.0565 0.035 ...
## $ PCIP43 : num [1:6429] 0.0626 0.0343 0.1194 0 0.0905 ...
## $ PCIP44 : num [1:6429] 0.045 0.0129 0 0 0.0589 0.0109 0 0 0.0212 0.0046 ...
## $ PCIP45 : num [1:6429] 0.0196 0.0291 0 0.0184 0.0168 0.0799 0 0.022 0.024 0.0253 ...
## $ PCIP46 : num [1:6429] 0 0 0 0 0 0 0 0 0 0 ...
## $ PCIP47 : num [1:6429] 0 0 0 0 0 0 0.0474 0 0 0 ...
## $ PCIP48 : num [1:6429] 0 0 0 0 0 ...
## $ PCIP49 : num [1:6429] 0 0 0 0 0 0 0 0 0 0.0234 ...
## $ PCIP50 : num [1:6429] 0.0078 0.032 0 0.0343 0.0947 0.0217 0 0.0152 0.0339 0.0281 ...
## $ PCIP51 : num [1:6429] 0 0.202 0 0.108 0.08 ...
## $ PCIP52 : num [1:6429] 0.145 0.205 0.463 0.165 0.166 ...
## $ PCIP54 : num [1:6429] 0 0.0125 0 0.008 0.0042 0.0117 0 0.0152 0.0056 0.0055 ...
## [list output truncated]
## - attr(*, "spec")=
## .. cols(
## .. UNITID = col_double(),
## .. OPEID = col_character(),
## .. OPEID6 = col_character(),
## .. INSTNM = col_character(),
## .. CITY = col_character(),
## .. STABBR = col_character(),
## .. ZIP = col_character(),
## .. ACCREDAGENCY = col_character(),
## .. INSTURL = col_character(),
## .. NPCURL = col_character(),
## .. SCH_DEG = col_double(),
## .. HCM2 = col_double(),
## .. MAIN = col_double(),
## .. NUMBRANCH = col_double(),
## .. PREDDEG = col_double(),
## .. HIGHDEG = col_double(),
## .. CONTROL = col_double(),
## .. ST_FIPS = col_double(),
## .. REGION = col_double(),
## .. LOCALE = col_double(),
## .. LOCALE2 = col_logical(),
## .. LATITUDE = col_double(),
## .. LONGITUDE = col_double(),
## .. CCBASIC = col_double(),
## .. CCUGPROF = col_double(),
## .. CCSIZSET = col_double(),
## .. HBCU = col_double(),
## .. PBI = col_double(),
## .. ANNHI = col_double(),
## .. TRIBAL = col_double(),
## .. AANAPII = col_double(),
## .. HSI = col_double(),
## .. NANTI = col_double(),
## .. MENONLY = col_double(),
## .. WOMENONLY = col_double(),
## .. RELAFFIL = col_double(),
## .. ADM_RATE = col_double(),
## .. ADM_RATE_ALL = col_double(),
## .. SATVR25 = col_double(),
## .. SATVR75 = col_double(),
## .. SATMT25 = col_double(),
## .. SATMT75 = col_double(),
## .. SATWR25 = col_double(),
## .. SATWR75 = col_double(),
## .. SATVRMID = col_double(),
## .. SATMTMID = col_double(),
## .. SATWRMID = col_double(),
## .. ACTCM25 = col_double(),
## .. ACTCM75 = col_double(),
## .. ACTEN25 = col_double(),
## .. ACTEN75 = col_double(),
## .. ACTMT25 = col_double(),
## .. ACTMT75 = col_double(),
## .. ACTWR25 = col_double(),
## .. ACTWR75 = col_double(),
## .. ACTCMMID = col_double(),
## .. ACTENMID = col_double(),
## .. ACTMTMID = col_double(),
## .. ACTWRMID = col_double(),
## .. SAT_AVG = col_double(),
## .. SAT_AVG_ALL = col_double(),
## .. PCIP01 = col_double(),
## .. PCIP03 = col_double(),
## .. PCIP04 = col_double(),
## .. PCIP05 = col_double(),
## .. PCIP09 = col_double(),
## .. PCIP10 = col_double(),
## .. PCIP11 = col_double(),
## .. PCIP12 = col_double(),
## .. PCIP13 = col_double(),
## .. PCIP14 = col_double(),
## .. PCIP15 = col_double(),
## .. PCIP16 = col_double(),
## .. PCIP19 = col_double(),
## .. PCIP22 = col_double(),
## .. PCIP23 = col_double(),
## .. PCIP24 = col_double(),
## .. PCIP25 = col_double(),
## .. PCIP26 = col_double(),
## .. PCIP27 = col_double(),
## .. PCIP29 = col_double(),
## .. PCIP30 = col_double(),
## .. PCIP31 = col_double(),
## .. PCIP38 = col_double(),
## .. PCIP39 = col_double(),
## .. PCIP40 = col_double(),
## .. PCIP41 = col_double(),
## .. PCIP42 = col_double(),
## .. PCIP43 = col_double(),
## .. PCIP44 = col_double(),
## .. PCIP45 = col_double(),
## .. PCIP46 = col_double(),
## .. PCIP47 = col_double(),
## .. PCIP48 = col_double(),
## .. PCIP49 = col_double(),
## .. PCIP50 = col_double(),
## .. PCIP51 = col_double(),
## .. PCIP52 = col_double(),
## .. PCIP54 = col_double(),
## .. CIP01CERT1 = col_double(),
## .. CIP01CERT2 = col_double(),
## .. CIP01ASSOC = col_double(),
## .. CIP01CERT4 = col_double(),
## .. CIP01BACHL = col_double(),
## .. CIP03CERT1 = col_double(),
## .. CIP03CERT2 = col_double(),
## .. CIP03ASSOC = col_double(),
## .. CIP03CERT4 = col_double(),
## .. CIP03BACHL = col_double(),
## .. CIP04CERT1 = col_double(),
## .. CIP04CERT2 = col_double(),
## .. CIP04ASSOC = col_double(),
## .. CIP04CERT4 = col_double(),
## .. CIP04BACHL = col_double(),
## .. CIP05CERT1 = col_double(),
## .. CIP05CERT2 = col_double(),
## .. CIP05ASSOC = col_double(),
## .. CIP05CERT4 = col_double(),
## .. CIP05BACHL = col_double(),
## .. CIP09CERT1 = col_double(),
## .. CIP09CERT2 = col_double(),
## .. CIP09ASSOC = col_double(),
## .. CIP09CERT4 = col_double(),
## .. CIP09BACHL = col_double(),
## .. CIP10CERT1 = col_double(),
## .. CIP10CERT2 = col_double(),
## .. CIP10ASSOC = col_double(),
## .. CIP10CERT4 = col_double(),
## .. CIP10BACHL = col_double(),
## .. CIP11CERT1 = col_double(),
## .. CIP11CERT2 = col_double(),
## .. CIP11ASSOC = col_double(),
## .. CIP11CERT4 = col_double(),
## .. CIP11BACHL = col_double(),
## .. CIP12CERT1 = col_double(),
## .. CIP12CERT2 = col_double(),
## .. CIP12ASSOC = col_double(),
## .. CIP12CERT4 = col_double(),
## .. CIP12BACHL = col_double(),
## .. CIP13CERT1 = col_double(),
## .. CIP13CERT2 = col_double(),
## .. CIP13ASSOC = col_double(),
## .. CIP13CERT4 = col_double(),
## .. CIP13BACHL = col_double(),
## .. CIP14CERT1 = col_double(),
## .. CIP14CERT2 = col_double(),
## .. CIP14ASSOC = col_double(),
## .. CIP14CERT4 = col_double(),
## .. CIP14BACHL = col_double(),
## .. CIP15CERT1 = col_double(),
## .. CIP15CERT2 = col_double(),
## .. CIP15ASSOC = col_double(),
## .. CIP15CERT4 = col_double(),
## .. CIP15BACHL = col_double(),
## .. CIP16CERT1 = col_double(),
## .. CIP16CERT2 = col_double(),
## .. CIP16ASSOC = col_double(),
## .. CIP16CERT4 = col_double(),
## .. CIP16BACHL = col_double(),
## .. CIP19CERT1 = col_double(),
## .. CIP19CERT2 = col_double(),
## .. CIP19ASSOC = col_double(),
## .. CIP19CERT4 = col_double(),
## .. CIP19BACHL = col_double(),
## .. CIP22CERT1 = col_double(),
## .. CIP22CERT2 = col_double(),
## .. CIP22ASSOC = col_double(),
## .. CIP22CERT4 = col_double(),
## .. CIP22BACHL = col_double(),
## .. CIP23CERT1 = col_double(),
## .. CIP23CERT2 = col_double(),
## .. CIP23ASSOC = col_double(),
## .. CIP23CERT4 = col_double(),
## .. CIP23BACHL = col_double(),
## .. CIP24CERT1 = col_double(),
## .. CIP24CERT2 = col_double(),
## .. CIP24ASSOC = col_double(),
## .. CIP24CERT4 = col_double(),
## .. CIP24BACHL = col_double(),
## .. CIP25CERT1 = col_double(),
## .. CIP25CERT2 = col_double(),
## .. CIP25ASSOC = col_double(),
## .. CIP25CERT4 = col_double(),
## .. CIP25BACHL = col_double(),
## .. CIP26CERT1 = col_double(),
## .. CIP26CERT2 = col_double(),
## .. CIP26ASSOC = col_double(),
## .. CIP26CERT4 = col_double(),
## .. CIP26BACHL = col_double(),
## .. CIP27CERT1 = col_double(),
## .. CIP27CERT2 = col_double(),
## .. CIP27ASSOC = col_double(),
## .. CIP27CERT4 = col_double(),
## .. CIP27BACHL = col_double(),
## .. CIP29CERT1 = col_double(),
## .. CIP29CERT2 = col_double(),
## .. CIP29ASSOC = col_double(),
## .. CIP29CERT4 = col_double(),
## .. CIP29BACHL = col_double(),
## .. CIP30CERT1 = col_double(),
## .. CIP30CERT2 = col_double(),
## .. CIP30ASSOC = col_double(),
## .. CIP30CERT4 = col_double(),
## .. CIP30BACHL = col_double(),
## .. CIP31CERT1 = col_double(),
## .. CIP31CERT2 = col_double(),
## .. CIP31ASSOC = col_double(),
## .. CIP31CERT4 = col_double(),
## .. CIP31BACHL = col_double(),
## .. CIP38CERT1 = col_double(),
## .. CIP38CERT2 = col_double(),
## .. CIP38ASSOC = col_double(),
## .. CIP38CERT4 = col_double(),
## .. CIP38BACHL = col_double(),
## .. CIP39CERT1 = col_double(),
## .. CIP39CERT2 = col_double(),
## .. CIP39ASSOC = col_double(),
## .. CIP39CERT4 = col_double(),
## .. CIP39BACHL = col_double(),
## .. CIP40CERT1 = col_double(),
## .. CIP40CERT2 = col_double(),
## .. CIP40ASSOC = col_double(),
## .. CIP40CERT4 = col_double(),
## .. CIP40BACHL = col_double(),
## .. CIP41CERT1 = col_double(),
## .. CIP41CERT2 = col_double(),
## .. CIP41ASSOC = col_double(),
## .. CIP41CERT4 = col_double(),
## .. CIP41BACHL = col_double(),
## .. CIP42CERT1 = col_double(),
## .. CIP42CERT2 = col_double(),
## .. CIP42ASSOC = col_double(),
## .. CIP42CERT4 = col_double(),
## .. CIP42BACHL = col_double(),
## .. CIP43CERT1 = col_double(),
## .. CIP43CERT2 = col_double(),
## .. CIP43ASSOC = col_double(),
## .. CIP43CERT4 = col_double(),
## .. CIP43BACHL = col_double(),
## .. CIP44CERT1 = col_double(),
## .. CIP44CERT2 = col_double(),
## .. CIP44ASSOC = col_double(),
## .. CIP44CERT4 = col_double(),
## .. CIP44BACHL = col_double(),
## .. CIP45CERT1 = col_double(),
## .. CIP45CERT2 = col_double(),
## .. CIP45ASSOC = col_double(),
## .. CIP45CERT4 = col_double(),
## .. CIP45BACHL = col_double(),
## .. CIP46CERT1 = col_double(),
## .. CIP46CERT2 = col_double(),
## .. CIP46ASSOC = col_double(),
## .. CIP46CERT4 = col_double(),
## .. CIP46BACHL = col_double(),
## .. CIP47CERT1 = col_double(),
## .. CIP47CERT2 = col_double(),
## .. CIP47ASSOC = col_double(),
## .. CIP47CERT4 = col_double(),
## .. CIP47BACHL = col_double(),
## .. CIP48CERT1 = col_double(),
## .. CIP48CERT2 = col_double(),
## .. CIP48ASSOC = col_double(),
## .. CIP48CERT4 = col_double(),
## .. CIP48BACHL = col_double(),
## .. CIP49CERT1 = col_double(),
## .. CIP49CERT2 = col_double(),
## .. CIP49ASSOC = col_double(),
## .. CIP49CERT4 = col_double(),
## .. CIP49BACHL = col_double(),
## .. CIP50CERT1 = col_double(),
## .. CIP50CERT2 = col_double(),
## .. CIP50ASSOC = col_double(),
## .. CIP50CERT4 = col_double(),
## .. CIP50BACHL = col_double(),
## .. CIP51CERT1 = col_double(),
## .. CIP51CERT2 = col_double(),
## .. CIP51ASSOC = col_double(),
## .. CIP51CERT4 = col_double(),
## .. CIP51BACHL = col_double(),
## .. CIP52CERT1 = col_double(),
## .. CIP52CERT2 = col_double(),
## .. CIP52ASSOC = col_double(),
## .. CIP52CERT4 = col_double(),
## .. CIP52BACHL = col_double(),
## .. CIP54CERT1 = col_double(),
## .. CIP54CERT2 = col_double(),
## .. CIP54ASSOC = col_double(),
## .. CIP54CERT4 = col_double(),
## .. CIP54BACHL = col_double(),
## .. DISTANCEONLY = col_double(),
## .. UGDS = col_double(),
## .. UG = col_logical(),
## .. UGDS_WHITE = col_double(),
## .. UGDS_BLACK = col_double(),
## .. UGDS_HISP = col_double(),
## .. UGDS_ASIAN = col_double(),
## .. UGDS_AIAN = col_double(),
## .. UGDS_NHPI = col_double(),
## .. UGDS_2MOR = col_double(),
## .. UGDS_NRA = col_double(),
## .. UGDS_UNKN = col_double(),
## .. UGDS_WHITENH = col_logical(),
## .. UGDS_BLACKNH = col_logical(),
## .. UGDS_API = col_logical(),
## .. UGDS_AIANOLD = col_logical(),
## .. UGDS_HISPOLD = col_logical(),
## .. UG_NRA = col_logical(),
## .. UG_UNKN = col_logical(),
## .. UG_WHITENH = col_logical(),
## .. UG_BLACKNH = col_logical(),
## .. UG_API = col_logical(),
## .. UG_AIANOLD = col_logical(),
## .. UG_HISPOLD = col_logical(),
## .. PPTUG_EF = col_double(),
## .. PPTUG_EF2 = col_logical(),
## .. CURROPER = col_double(),
## .. NPT4_PUB = col_double(),
## .. NPT4_PRIV = col_double(),
## .. NPT4_PROG = col_logical(),
## .. NPT4_OTHER = col_logical(),
## .. NPT41_PUB = col_double(),
## .. NPT42_PUB = col_double(),
## .. NPT43_PUB = col_double(),
## .. NPT44_PUB = col_double(),
## .. NPT45_PUB = col_double(),
## .. NPT41_PRIV = col_double(),
## .. NPT42_PRIV = col_double(),
## .. NPT43_PRIV = col_double(),
## .. NPT44_PRIV = col_double(),
## .. NPT45_PRIV = col_double(),
## .. NPT41_PROG = col_logical(),
## .. NPT42_PROG = col_logical(),
## .. NPT43_PROG = col_logical(),
## .. NPT44_PROG = col_logical(),
## .. NPT45_PROG = col_logical(),
## .. NPT41_OTHER = col_logical(),
## .. NPT42_OTHER = col_logical(),
## .. NPT43_OTHER = col_logical(),
## .. NPT44_OTHER = col_logical(),
## .. NPT45_OTHER = col_logical(),
## .. NPT4_048_PUB = col_double(),
## .. NPT4_048_PRIV = col_double(),
## .. NPT4_048_PROG = col_logical(),
## .. NPT4_048_OTHER = col_logical(),
## .. NPT4_3075_PUB = col_double(),
## .. NPT4_3075_PRIV = col_double(),
## .. NPT4_75UP_PUB = col_double(),
## .. NPT4_75UP_PRIV = col_double(),
## .. NPT4_3075_PROG = col_logical(),
## .. NPT4_3075_OTHER = col_logical(),
## .. NPT4_75UP_PROG = col_logical(),
## .. NPT4_75UP_OTHER = col_logical(),
## .. NUM4_PUB = col_double(),
## .. NUM4_PRIV = col_double(),
## .. NUM4_PROG = col_logical(),
## .. NUM4_OTHER = col_logical(),
## .. NUM41_PUB = col_double(),
## .. NUM42_PUB = col_double(),
## .. NUM43_PUB = col_double(),
## .. NUM44_PUB = col_double(),
## .. NUM45_PUB = col_double(),
## .. NUM41_PRIV = col_double(),
## .. NUM42_PRIV = col_double(),
## .. NUM43_PRIV = col_double(),
## .. NUM44_PRIV = col_double(),
## .. NUM45_PRIV = col_double(),
## .. NUM41_PROG = col_logical(),
## .. NUM42_PROG = col_logical(),
## .. NUM43_PROG = col_logical(),
## .. NUM44_PROG = col_logical(),
## .. NUM45_PROG = col_logical(),
## .. NUM41_OTHER = col_logical(),
## .. NUM42_OTHER = col_logical(),
## .. NUM43_OTHER = col_logical(),
## .. NUM44_OTHER = col_logical(),
## .. NUM45_OTHER = col_logical(),
## .. COSTT4_A = col_double(),
## .. COSTT4_P = col_double(),
## .. TUITIONFEE_IN = col_double(),
## .. TUITIONFEE_OUT = col_double(),
## .. TUITIONFEE_PROG = col_double(),
## .. TUITFTE = col_double(),
## .. INEXPFTE = col_double(),
## .. AVGFACSAL = col_double(),
## .. PFTFAC = col_double(),
## .. PCTPELL = col_double(),
## .. C150_4 = col_double(),
## .. C150_L4 = col_double(),
## .. C150_4_POOLED = col_double(),
## .. C150_L4_POOLED = col_double(),
## .. POOLYRS = col_double(),
## .. PFTFTUG1_EF = col_double(),
## .. D150_4 = col_double(),
## .. D150_L4 = col_double(),
## .. D150_4_POOLED = col_double(),
## .. D150_L4_POOLED = col_double(),
## .. C150_4_WHITE = col_double(),
## .. C150_4_BLACK = col_double(),
## .. C150_4_HISP = col_double(),
## .. C150_4_ASIAN = col_double(),
## .. C150_4_AIAN = col_double(),
## .. C150_4_NHPI = col_double(),
## .. C150_4_2MOR = col_double(),
## .. C150_4_NRA = col_double(),
## .. C150_4_UNKN = col_double(),
## .. C150_4_WHITENH = col_logical(),
## .. C150_4_BLACKNH = col_logical(),
## .. C150_4_API = col_logical(),
## .. C150_4_AIANOLD = col_logical(),
## .. C150_4_HISPOLD = col_logical(),
## .. C150_L4_WHITE = col_double(),
## .. C150_L4_BLACK = col_double(),
## .. C150_L4_HISP = col_double(),
## .. C150_L4_ASIAN = col_double(),
## .. C150_L4_AIAN = col_double(),
## .. C150_L4_NHPI = col_double(),
## .. C150_L4_2MOR = col_double(),
## .. C150_L4_NRA = col_double(),
## .. C150_L4_UNKN = col_double(),
## .. C150_L4_WHITENH = col_logical(),
## .. C150_L4_BLACKNH = col_logical(),
## .. C150_L4_API = col_logical(),
## .. C150_L4_AIANOLD = col_logical(),
## .. C150_L4_HISPOLD = col_logical(),
## .. C200_4 = col_double(),
## .. C200_L4 = col_double(),
## .. D200_4 = col_double(),
## .. D200_L4 = col_double(),
## .. RET_FT4 = col_double(),
## .. RET_FTL4 = col_double(),
## .. RET_PT4 = col_double(),
## .. RET_PTL4 = col_double(),
## .. C200_4_POOLED = col_double(),
## .. C200_L4_POOLED = col_double(),
## .. POOLYRS200 = col_double(),
## .. D200_4_POOLED = col_double(),
## .. D200_L4_POOLED = col_double(),
## .. PCTFLOAN = col_double(),
## .. UG25ABV = col_double(),
## .. CDR2 = col_double(),
## .. CDR3 = col_double(),
## .. DEATH_YR2_RT = col_character(),
## .. COMP_ORIG_YR2_RT = col_character(),
## .. COMP_4YR_TRANS_YR2_RT = col_character(),
## .. COMP_2YR_TRANS_YR2_RT = col_character(),
## .. WDRAW_ORIG_YR2_RT = col_character(),
## .. WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. ENRL_ORIG_YR2_RT = col_character(),
## .. ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. UNKN_ORIG_YR2_RT = col_character(),
## .. UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_DEATH_YR2_RT = col_character(),
## .. LO_INC_COMP_ORIG_YR2_RT = col_character(),
## .. LO_INC_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_WDRAW_ORIG_YR2_RT = col_character(),
## .. LO_INC_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_ENRL_ORIG_YR2_RT = col_character(),
## .. LO_INC_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_UNKN_ORIG_YR2_RT = col_character(),
## .. LO_INC_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. LO_INC_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_DEATH_YR2_RT = col_character(),
## .. MD_INC_COMP_ORIG_YR2_RT = col_character(),
## .. MD_INC_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_WDRAW_ORIG_YR2_RT = col_character(),
## .. MD_INC_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_ENRL_ORIG_YR2_RT = col_character(),
## .. MD_INC_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_UNKN_ORIG_YR2_RT = col_character(),
## .. MD_INC_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. MD_INC_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_DEATH_YR2_RT = col_character(),
## .. HI_INC_COMP_ORIG_YR2_RT = col_character(),
## .. HI_INC_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_WDRAW_ORIG_YR2_RT = col_character(),
## .. HI_INC_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_ENRL_ORIG_YR2_RT = col_character(),
## .. HI_INC_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_UNKN_ORIG_YR2_RT = col_character(),
## .. HI_INC_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. HI_INC_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. DEP_DEATH_YR2_RT = col_character(),
## .. DEP_COMP_ORIG_YR2_RT = col_character(),
## .. DEP_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. DEP_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. DEP_WDRAW_ORIG_YR2_RT = col_character(),
## .. DEP_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. DEP_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. DEP_ENRL_ORIG_YR2_RT = col_character(),
## .. DEP_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. DEP_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. DEP_UNKN_ORIG_YR2_RT = col_character(),
## .. DEP_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. DEP_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. IND_DEATH_YR2_RT = col_character(),
## .. IND_COMP_ORIG_YR2_RT = col_character(),
## .. IND_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. IND_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. IND_WDRAW_ORIG_YR2_RT = col_character(),
## .. IND_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. IND_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. IND_ENRL_ORIG_YR2_RT = col_character(),
## .. IND_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. IND_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. IND_UNKN_ORIG_YR2_RT = col_character(),
## .. IND_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. IND_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_DEATH_YR2_RT = col_character(),
## .. FEMALE_COMP_ORIG_YR2_RT = col_character(),
## .. FEMALE_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_WDRAW_ORIG_YR2_RT = col_character(),
## .. FEMALE_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_ENRL_ORIG_YR2_RT = col_character(),
## .. FEMALE_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_UNKN_ORIG_YR2_RT = col_character(),
## .. FEMALE_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. FEMALE_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. MALE_DEATH_YR2_RT = col_character(),
## .. MALE_COMP_ORIG_YR2_RT = col_character(),
## .. MALE_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. MALE_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. MALE_WDRAW_ORIG_YR2_RT = col_character(),
## .. MALE_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. MALE_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. MALE_ENRL_ORIG_YR2_RT = col_character(),
## .. MALE_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. MALE_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. MALE_UNKN_ORIG_YR2_RT = col_character(),
## .. MALE_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. MALE_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. PELL_DEATH_YR2_RT = col_character(),
## .. PELL_COMP_ORIG_YR2_RT = col_character(),
## .. PELL_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. PELL_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. PELL_WDRAW_ORIG_YR2_RT = col_character(),
## .. PELL_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. PELL_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. PELL_ENRL_ORIG_YR2_RT = col_character(),
## .. PELL_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. PELL_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. PELL_UNKN_ORIG_YR2_RT = col_character(),
## .. PELL_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. PELL_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_DEATH_YR2_RT = col_character(),
## .. NOPELL_COMP_ORIG_YR2_RT = col_character(),
## .. NOPELL_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_WDRAW_ORIG_YR2_RT = col_character(),
## .. NOPELL_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_ENRL_ORIG_YR2_RT = col_character(),
## .. NOPELL_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_UNKN_ORIG_YR2_RT = col_character(),
## .. NOPELL_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. NOPELL_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. LOAN_DEATH_YR2_RT = col_character(),
## .. LOAN_COMP_ORIG_YR2_RT = col_character(),
## .. LOAN_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. LOAN_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. LOAN_WDRAW_ORIG_YR2_RT = col_character(),
## .. LOAN_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. LOAN_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. LOAN_ENRL_ORIG_YR2_RT = col_character(),
## .. LOAN_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. LOAN_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. LOAN_UNKN_ORIG_YR2_RT = col_character(),
## .. LOAN_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. LOAN_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_DEATH_YR2_RT = col_character(),
## .. NOLOAN_COMP_ORIG_YR2_RT = col_character(),
## .. NOLOAN_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_WDRAW_ORIG_YR2_RT = col_character(),
## .. NOLOAN_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_ENRL_ORIG_YR2_RT = col_character(),
## .. NOLOAN_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_UNKN_ORIG_YR2_RT = col_character(),
## .. NOLOAN_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. NOLOAN_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_DEATH_YR2_RT = col_character(),
## .. FIRSTGEN_COMP_ORIG_YR2_RT = col_character(),
## .. FIRSTGEN_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_WDRAW_ORIG_YR2_RT = col_character(),
## .. FIRSTGEN_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_ENRL_ORIG_YR2_RT = col_character(),
## .. FIRSTGEN_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_UNKN_ORIG_YR2_RT = col_character(),
## .. FIRSTGEN_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. FIRSTGEN_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_DEATH_YR2_RT = col_character(),
## .. NOT1STGEN_COMP_ORIG_YR2_RT = col_character(),
## .. NOT1STGEN_COMP_4YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_COMP_2YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_WDRAW_ORIG_YR2_RT = col_character(),
## .. NOT1STGEN_WDRAW_4YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_WDRAW_2YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_ENRL_ORIG_YR2_RT = col_character(),
## .. NOT1STGEN_ENRL_4YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_ENRL_2YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_UNKN_ORIG_YR2_RT = col_character(),
## .. NOT1STGEN_UNKN_4YR_TRANS_YR2_RT = col_character(),
## .. NOT1STGEN_UNKN_2YR_TRANS_YR2_RT = col_character(),
## .. DEATH_YR3_RT = col_character(),
## .. COMP_ORIG_YR3_RT = col_character(),
## .. COMP_4YR_TRANS_YR3_RT = col_character(),
## .. COMP_2YR_TRANS_YR3_RT = col_character(),
## .. WDRAW_ORIG_YR3_RT = col_character(),
## .. WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. ENRL_ORIG_YR3_RT = col_character(),
## .. ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. UNKN_ORIG_YR3_RT = col_character(),
## .. UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_DEATH_YR3_RT = col_character(),
## .. LO_INC_COMP_ORIG_YR3_RT = col_character(),
## .. LO_INC_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_WDRAW_ORIG_YR3_RT = col_character(),
## .. LO_INC_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_ENRL_ORIG_YR3_RT = col_character(),
## .. LO_INC_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_UNKN_ORIG_YR3_RT = col_character(),
## .. LO_INC_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. LO_INC_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_DEATH_YR3_RT = col_character(),
## .. MD_INC_COMP_ORIG_YR3_RT = col_character(),
## .. MD_INC_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_WDRAW_ORIG_YR3_RT = col_character(),
## .. MD_INC_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_ENRL_ORIG_YR3_RT = col_character(),
## .. MD_INC_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_UNKN_ORIG_YR3_RT = col_character(),
## .. MD_INC_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. MD_INC_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_DEATH_YR3_RT = col_character(),
## .. HI_INC_COMP_ORIG_YR3_RT = col_character(),
## .. HI_INC_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_WDRAW_ORIG_YR3_RT = col_character(),
## .. HI_INC_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_ENRL_ORIG_YR3_RT = col_character(),
## .. HI_INC_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_UNKN_ORIG_YR3_RT = col_character(),
## .. HI_INC_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. HI_INC_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. DEP_DEATH_YR3_RT = col_character(),
## .. DEP_COMP_ORIG_YR3_RT = col_character(),
## .. DEP_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. DEP_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. DEP_WDRAW_ORIG_YR3_RT = col_character(),
## .. DEP_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. DEP_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. DEP_ENRL_ORIG_YR3_RT = col_character(),
## .. DEP_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. DEP_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. DEP_UNKN_ORIG_YR3_RT = col_character(),
## .. DEP_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. DEP_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. IND_DEATH_YR3_RT = col_character(),
## .. IND_COMP_ORIG_YR3_RT = col_character(),
## .. IND_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. IND_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. IND_WDRAW_ORIG_YR3_RT = col_character(),
## .. IND_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. IND_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. IND_ENRL_ORIG_YR3_RT = col_character(),
## .. IND_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. IND_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. IND_UNKN_ORIG_YR3_RT = col_character(),
## .. IND_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. IND_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_DEATH_YR3_RT = col_character(),
## .. FEMALE_COMP_ORIG_YR3_RT = col_character(),
## .. FEMALE_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_WDRAW_ORIG_YR3_RT = col_character(),
## .. FEMALE_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_ENRL_ORIG_YR3_RT = col_character(),
## .. FEMALE_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_UNKN_ORIG_YR3_RT = col_character(),
## .. FEMALE_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. FEMALE_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. MALE_DEATH_YR3_RT = col_character(),
## .. MALE_COMP_ORIG_YR3_RT = col_character(),
## .. MALE_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. MALE_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. MALE_WDRAW_ORIG_YR3_RT = col_character(),
## .. MALE_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. MALE_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. MALE_ENRL_ORIG_YR3_RT = col_character(),
## .. MALE_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. MALE_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. MALE_UNKN_ORIG_YR3_RT = col_character(),
## .. MALE_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. MALE_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. PELL_DEATH_YR3_RT = col_character(),
## .. PELL_COMP_ORIG_YR3_RT = col_character(),
## .. PELL_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. PELL_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. PELL_WDRAW_ORIG_YR3_RT = col_character(),
## .. PELL_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. PELL_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. PELL_ENRL_ORIG_YR3_RT = col_character(),
## .. PELL_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. PELL_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. PELL_UNKN_ORIG_YR3_RT = col_character(),
## .. PELL_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. PELL_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_DEATH_YR3_RT = col_character(),
## .. NOPELL_COMP_ORIG_YR3_RT = col_character(),
## .. NOPELL_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_WDRAW_ORIG_YR3_RT = col_character(),
## .. NOPELL_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_ENRL_ORIG_YR3_RT = col_character(),
## .. NOPELL_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_UNKN_ORIG_YR3_RT = col_character(),
## .. NOPELL_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. NOPELL_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. LOAN_DEATH_YR3_RT = col_character(),
## .. LOAN_COMP_ORIG_YR3_RT = col_character(),
## .. LOAN_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. LOAN_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. LOAN_WDRAW_ORIG_YR3_RT = col_character(),
## .. LOAN_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. LOAN_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. LOAN_ENRL_ORIG_YR3_RT = col_character(),
## .. LOAN_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. LOAN_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. LOAN_UNKN_ORIG_YR3_RT = col_character(),
## .. LOAN_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. LOAN_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_DEATH_YR3_RT = col_character(),
## .. NOLOAN_COMP_ORIG_YR3_RT = col_character(),
## .. NOLOAN_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_WDRAW_ORIG_YR3_RT = col_character(),
## .. NOLOAN_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_ENRL_ORIG_YR3_RT = col_character(),
## .. NOLOAN_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_UNKN_ORIG_YR3_RT = col_character(),
## .. NOLOAN_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. NOLOAN_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_DEATH_YR3_RT = col_character(),
## .. FIRSTGEN_COMP_ORIG_YR3_RT = col_character(),
## .. FIRSTGEN_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_WDRAW_ORIG_YR3_RT = col_character(),
## .. FIRSTGEN_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_ENRL_ORIG_YR3_RT = col_character(),
## .. FIRSTGEN_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_UNKN_ORIG_YR3_RT = col_character(),
## .. FIRSTGEN_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. FIRSTGEN_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_DEATH_YR3_RT = col_character(),
## .. NOT1STGEN_COMP_ORIG_YR3_RT = col_character(),
## .. NOT1STGEN_COMP_4YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_COMP_2YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_WDRAW_ORIG_YR3_RT = col_character(),
## .. NOT1STGEN_WDRAW_4YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_WDRAW_2YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_ENRL_ORIG_YR3_RT = col_character(),
## .. NOT1STGEN_ENRL_4YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_ENRL_2YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_UNKN_ORIG_YR3_RT = col_character(),
## .. NOT1STGEN_UNKN_4YR_TRANS_YR3_RT = col_character(),
## .. NOT1STGEN_UNKN_2YR_TRANS_YR3_RT = col_character(),
## .. DEATH_YR4_RT = col_character(),
## .. COMP_ORIG_YR4_RT = col_character(),
## .. COMP_4YR_TRANS_YR4_RT = col_character(),
## .. COMP_2YR_TRANS_YR4_RT = col_character(),
## .. WDRAW_ORIG_YR4_RT = col_character(),
## .. WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. ENRL_ORIG_YR4_RT = col_character(),
## .. ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. UNKN_ORIG_YR4_RT = col_character(),
## .. UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_DEATH_YR4_RT = col_character(),
## .. LO_INC_COMP_ORIG_YR4_RT = col_character(),
## .. LO_INC_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_WDRAW_ORIG_YR4_RT = col_character(),
## .. LO_INC_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_ENRL_ORIG_YR4_RT = col_character(),
## .. LO_INC_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_UNKN_ORIG_YR4_RT = col_character(),
## .. LO_INC_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. LO_INC_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_DEATH_YR4_RT = col_character(),
## .. MD_INC_COMP_ORIG_YR4_RT = col_character(),
## .. MD_INC_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_WDRAW_ORIG_YR4_RT = col_character(),
## .. MD_INC_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_ENRL_ORIG_YR4_RT = col_character(),
## .. MD_INC_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_UNKN_ORIG_YR4_RT = col_character(),
## .. MD_INC_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. MD_INC_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_DEATH_YR4_RT = col_character(),
## .. HI_INC_COMP_ORIG_YR4_RT = col_character(),
## .. HI_INC_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_WDRAW_ORIG_YR4_RT = col_character(),
## .. HI_INC_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_ENRL_ORIG_YR4_RT = col_character(),
## .. HI_INC_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_UNKN_ORIG_YR4_RT = col_character(),
## .. HI_INC_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. HI_INC_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. DEP_DEATH_YR4_RT = col_character(),
## .. DEP_COMP_ORIG_YR4_RT = col_character(),
## .. DEP_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. DEP_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. DEP_WDRAW_ORIG_YR4_RT = col_character(),
## .. DEP_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. DEP_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. DEP_ENRL_ORIG_YR4_RT = col_character(),
## .. DEP_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. DEP_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. DEP_UNKN_ORIG_YR4_RT = col_character(),
## .. DEP_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. DEP_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. IND_DEATH_YR4_RT = col_character(),
## .. IND_COMP_ORIG_YR4_RT = col_character(),
## .. IND_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. IND_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. IND_WDRAW_ORIG_YR4_RT = col_character(),
## .. IND_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. IND_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. IND_ENRL_ORIG_YR4_RT = col_character(),
## .. IND_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. IND_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. IND_UNKN_ORIG_YR4_RT = col_character(),
## .. IND_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. IND_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_DEATH_YR4_RT = col_character(),
## .. FEMALE_COMP_ORIG_YR4_RT = col_character(),
## .. FEMALE_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_WDRAW_ORIG_YR4_RT = col_character(),
## .. FEMALE_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_ENRL_ORIG_YR4_RT = col_character(),
## .. FEMALE_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_UNKN_ORIG_YR4_RT = col_character(),
## .. FEMALE_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. FEMALE_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. MALE_DEATH_YR4_RT = col_character(),
## .. MALE_COMP_ORIG_YR4_RT = col_character(),
## .. MALE_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. MALE_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. MALE_WDRAW_ORIG_YR4_RT = col_character(),
## .. MALE_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. MALE_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. MALE_ENRL_ORIG_YR4_RT = col_character(),
## .. MALE_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. MALE_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. MALE_UNKN_ORIG_YR4_RT = col_character(),
## .. MALE_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. MALE_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. PELL_DEATH_YR4_RT = col_character(),
## .. PELL_COMP_ORIG_YR4_RT = col_character(),
## .. PELL_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. PELL_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. PELL_WDRAW_ORIG_YR4_RT = col_character(),
## .. PELL_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. PELL_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. PELL_ENRL_ORIG_YR4_RT = col_character(),
## .. PELL_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. PELL_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. PELL_UNKN_ORIG_YR4_RT = col_character(),
## .. PELL_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. PELL_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_DEATH_YR4_RT = col_character(),
## .. NOPELL_COMP_ORIG_YR4_RT = col_character(),
## .. NOPELL_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_WDRAW_ORIG_YR4_RT = col_character(),
## .. NOPELL_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_ENRL_ORIG_YR4_RT = col_character(),
## .. NOPELL_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_UNKN_ORIG_YR4_RT = col_character(),
## .. NOPELL_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. NOPELL_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. LOAN_DEATH_YR4_RT = col_character(),
## .. LOAN_COMP_ORIG_YR4_RT = col_character(),
## .. LOAN_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. LOAN_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. LOAN_WDRAW_ORIG_YR4_RT = col_character(),
## .. LOAN_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. LOAN_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. LOAN_ENRL_ORIG_YR4_RT = col_character(),
## .. LOAN_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. LOAN_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. LOAN_UNKN_ORIG_YR4_RT = col_character(),
## .. LOAN_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. LOAN_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_DEATH_YR4_RT = col_character(),
## .. NOLOAN_COMP_ORIG_YR4_RT = col_character(),
## .. NOLOAN_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_WDRAW_ORIG_YR4_RT = col_character(),
## .. NOLOAN_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_ENRL_ORIG_YR4_RT = col_character(),
## .. NOLOAN_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_UNKN_ORIG_YR4_RT = col_character(),
## .. NOLOAN_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. NOLOAN_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_DEATH_YR4_RT = col_character(),
## .. FIRSTGEN_COMP_ORIG_YR4_RT = col_character(),
## .. FIRSTGEN_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_WDRAW_ORIG_YR4_RT = col_character(),
## .. FIRSTGEN_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_ENRL_ORIG_YR4_RT = col_character(),
## .. FIRSTGEN_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_UNKN_ORIG_YR4_RT = col_character(),
## .. FIRSTGEN_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. FIRSTGEN_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_DEATH_YR4_RT = col_character(),
## .. NOT1STGEN_COMP_ORIG_YR4_RT = col_character(),
## .. NOT1STGEN_COMP_4YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_COMP_2YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_WDRAW_ORIG_YR4_RT = col_character(),
## .. NOT1STGEN_WDRAW_4YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_WDRAW_2YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_ENRL_ORIG_YR4_RT = col_character(),
## .. NOT1STGEN_ENRL_4YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_ENRL_2YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_UNKN_ORIG_YR4_RT = col_character(),
## .. NOT1STGEN_UNKN_4YR_TRANS_YR4_RT = col_character(),
## .. NOT1STGEN_UNKN_2YR_TRANS_YR4_RT = col_character(),
## .. DEATH_YR6_RT = col_character(),
## .. COMP_ORIG_YR6_RT = col_character(),
## .. COMP_4YR_TRANS_YR6_RT = col_character(),
## .. COMP_2YR_TRANS_YR6_RT = col_character(),
## .. WDRAW_ORIG_YR6_RT = col_character(),
## .. WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. ENRL_ORIG_YR6_RT = col_character(),
## .. ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. UNKN_ORIG_YR6_RT = col_character(),
## .. UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_DEATH_YR6_RT = col_character(),
## .. LO_INC_COMP_ORIG_YR6_RT = col_character(),
## .. LO_INC_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_WDRAW_ORIG_YR6_RT = col_character(),
## .. LO_INC_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_ENRL_ORIG_YR6_RT = col_character(),
## .. LO_INC_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_UNKN_ORIG_YR6_RT = col_character(),
## .. LO_INC_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. LO_INC_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_DEATH_YR6_RT = col_character(),
## .. MD_INC_COMP_ORIG_YR6_RT = col_character(),
## .. MD_INC_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_WDRAW_ORIG_YR6_RT = col_character(),
## .. MD_INC_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_ENRL_ORIG_YR6_RT = col_character(),
## .. MD_INC_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_UNKN_ORIG_YR6_RT = col_character(),
## .. MD_INC_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. MD_INC_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_DEATH_YR6_RT = col_character(),
## .. HI_INC_COMP_ORIG_YR6_RT = col_character(),
## .. HI_INC_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_WDRAW_ORIG_YR6_RT = col_character(),
## .. HI_INC_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_ENRL_ORIG_YR6_RT = col_character(),
## .. HI_INC_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_UNKN_ORIG_YR6_RT = col_character(),
## .. HI_INC_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. HI_INC_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. DEP_DEATH_YR6_RT = col_character(),
## .. DEP_COMP_ORIG_YR6_RT = col_character(),
## .. DEP_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. DEP_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. DEP_WDRAW_ORIG_YR6_RT = col_character(),
## .. DEP_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. DEP_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. DEP_ENRL_ORIG_YR6_RT = col_character(),
## .. DEP_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. DEP_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. DEP_UNKN_ORIG_YR6_RT = col_character(),
## .. DEP_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. DEP_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. IND_DEATH_YR6_RT = col_character(),
## .. IND_COMP_ORIG_YR6_RT = col_character(),
## .. IND_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. IND_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. IND_WDRAW_ORIG_YR6_RT = col_character(),
## .. IND_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. IND_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. IND_ENRL_ORIG_YR6_RT = col_character(),
## .. IND_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. IND_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. IND_UNKN_ORIG_YR6_RT = col_character(),
## .. IND_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. IND_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_DEATH_YR6_RT = col_character(),
## .. FEMALE_COMP_ORIG_YR6_RT = col_character(),
## .. FEMALE_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_WDRAW_ORIG_YR6_RT = col_character(),
## .. FEMALE_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_ENRL_ORIG_YR6_RT = col_character(),
## .. FEMALE_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_UNKN_ORIG_YR6_RT = col_character(),
## .. FEMALE_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. FEMALE_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. MALE_DEATH_YR6_RT = col_character(),
## .. MALE_COMP_ORIG_YR6_RT = col_character(),
## .. MALE_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. MALE_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. MALE_WDRAW_ORIG_YR6_RT = col_character(),
## .. MALE_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. MALE_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. MALE_ENRL_ORIG_YR6_RT = col_character(),
## .. MALE_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. MALE_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. MALE_UNKN_ORIG_YR6_RT = col_character(),
## .. MALE_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. MALE_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. PELL_DEATH_YR6_RT = col_character(),
## .. PELL_COMP_ORIG_YR6_RT = col_character(),
## .. PELL_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. PELL_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. PELL_WDRAW_ORIG_YR6_RT = col_character(),
## .. PELL_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. PELL_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. PELL_ENRL_ORIG_YR6_RT = col_character(),
## .. PELL_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. PELL_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. PELL_UNKN_ORIG_YR6_RT = col_character(),
## .. PELL_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. PELL_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_DEATH_YR6_RT = col_character(),
## .. NOPELL_COMP_ORIG_YR6_RT = col_character(),
## .. NOPELL_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_WDRAW_ORIG_YR6_RT = col_character(),
## .. NOPELL_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_ENRL_ORIG_YR6_RT = col_character(),
## .. NOPELL_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_UNKN_ORIG_YR6_RT = col_character(),
## .. NOPELL_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. NOPELL_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. LOAN_DEATH_YR6_RT = col_character(),
## .. LOAN_COMP_ORIG_YR6_RT = col_character(),
## .. LOAN_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. LOAN_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. LOAN_WDRAW_ORIG_YR6_RT = col_character(),
## .. LOAN_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. LOAN_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. LOAN_ENRL_ORIG_YR6_RT = col_character(),
## .. LOAN_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. LOAN_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. LOAN_UNKN_ORIG_YR6_RT = col_character(),
## .. LOAN_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. LOAN_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_DEATH_YR6_RT = col_character(),
## .. NOLOAN_COMP_ORIG_YR6_RT = col_character(),
## .. NOLOAN_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_WDRAW_ORIG_YR6_RT = col_character(),
## .. NOLOAN_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_ENRL_ORIG_YR6_RT = col_character(),
## .. NOLOAN_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_UNKN_ORIG_YR6_RT = col_character(),
## .. NOLOAN_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. NOLOAN_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_DEATH_YR6_RT = col_character(),
## .. FIRSTGEN_COMP_ORIG_YR6_RT = col_character(),
## .. FIRSTGEN_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_WDRAW_ORIG_YR6_RT = col_character(),
## .. FIRSTGEN_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_ENRL_ORIG_YR6_RT = col_character(),
## .. FIRSTGEN_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_UNKN_ORIG_YR6_RT = col_character(),
## .. FIRSTGEN_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. FIRSTGEN_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_DEATH_YR6_RT = col_character(),
## .. NOT1STGEN_COMP_ORIG_YR6_RT = col_character(),
## .. NOT1STGEN_COMP_4YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_COMP_2YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_WDRAW_ORIG_YR6_RT = col_character(),
## .. NOT1STGEN_WDRAW_4YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_WDRAW_2YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_ENRL_ORIG_YR6_RT = col_character(),
## .. NOT1STGEN_ENRL_4YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_ENRL_2YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_UNKN_ORIG_YR6_RT = col_character(),
## .. NOT1STGEN_UNKN_4YR_TRANS_YR6_RT = col_character(),
## .. NOT1STGEN_UNKN_2YR_TRANS_YR6_RT = col_character(),
## .. DEATH_YR8_RT = col_character(),
## .. COMP_ORIG_YR8_RT = col_character(),
## .. COMP_4YR_TRANS_YR8_RT = col_character(),
## .. COMP_2YR_TRANS_YR8_RT = col_character(),
## .. WDRAW_ORIG_YR8_RT = col_character(),
## .. WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. ENRL_ORIG_YR8_RT = col_character(),
## .. ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. UNKN_ORIG_YR8_RT = col_character(),
## .. UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_DEATH_YR8_RT = col_character(),
## .. LO_INC_COMP_ORIG_YR8_RT = col_character(),
## .. LO_INC_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_WDRAW_ORIG_YR8_RT = col_character(),
## .. LO_INC_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_ENRL_ORIG_YR8_RT = col_character(),
## .. LO_INC_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_UNKN_ORIG_YR8_RT = col_character(),
## .. LO_INC_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. LO_INC_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_DEATH_YR8_RT = col_character(),
## .. MD_INC_COMP_ORIG_YR8_RT = col_character(),
## .. MD_INC_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_WDRAW_ORIG_YR8_RT = col_character(),
## .. MD_INC_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_ENRL_ORIG_YR8_RT = col_character(),
## .. MD_INC_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_UNKN_ORIG_YR8_RT = col_character(),
## .. MD_INC_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. MD_INC_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_DEATH_YR8_RT = col_character(),
## .. HI_INC_COMP_ORIG_YR8_RT = col_character(),
## .. HI_INC_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_WDRAW_ORIG_YR8_RT = col_character(),
## .. HI_INC_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_ENRL_ORIG_YR8_RT = col_character(),
## .. HI_INC_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_UNKN_ORIG_YR8_RT = col_character(),
## .. HI_INC_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. HI_INC_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. DEP_DEATH_YR8_RT = col_character(),
## .. DEP_COMP_ORIG_YR8_RT = col_character(),
## .. DEP_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. DEP_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. DEP_WDRAW_ORIG_YR8_RT = col_character(),
## .. DEP_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. DEP_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. DEP_ENRL_ORIG_YR8_RT = col_character(),
## .. DEP_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. DEP_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. DEP_UNKN_ORIG_YR8_RT = col_character(),
## .. DEP_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. DEP_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. IND_DEATH_YR8_RT = col_character(),
## .. IND_COMP_ORIG_YR8_RT = col_character(),
## .. IND_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. IND_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. IND_WDRAW_ORIG_YR8_RT = col_character(),
## .. IND_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. IND_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. IND_ENRL_ORIG_YR8_RT = col_character(),
## .. IND_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. IND_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. IND_UNKN_ORIG_YR8_RT = col_character(),
## .. IND_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. IND_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_DEATH_YR8_RT = col_character(),
## .. FEMALE_COMP_ORIG_YR8_RT = col_character(),
## .. FEMALE_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_WDRAW_ORIG_YR8_RT = col_character(),
## .. FEMALE_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_ENRL_ORIG_YR8_RT = col_character(),
## .. FEMALE_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_UNKN_ORIG_YR8_RT = col_character(),
## .. FEMALE_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. FEMALE_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. MALE_DEATH_YR8_RT = col_character(),
## .. MALE_COMP_ORIG_YR8_RT = col_character(),
## .. MALE_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. MALE_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. MALE_WDRAW_ORIG_YR8_RT = col_character(),
## .. MALE_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. MALE_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. MALE_ENRL_ORIG_YR8_RT = col_character(),
## .. MALE_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. MALE_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. MALE_UNKN_ORIG_YR8_RT = col_character(),
## .. MALE_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. MALE_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. PELL_DEATH_YR8_RT = col_character(),
## .. PELL_COMP_ORIG_YR8_RT = col_character(),
## .. PELL_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. PELL_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. PELL_WDRAW_ORIG_YR8_RT = col_character(),
## .. PELL_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. PELL_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. PELL_ENRL_ORIG_YR8_RT = col_character(),
## .. PELL_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. PELL_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. PELL_UNKN_ORIG_YR8_RT = col_character(),
## .. PELL_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. PELL_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_DEATH_YR8_RT = col_character(),
## .. NOPELL_COMP_ORIG_YR8_RT = col_character(),
## .. NOPELL_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_WDRAW_ORIG_YR8_RT = col_character(),
## .. NOPELL_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_ENRL_ORIG_YR8_RT = col_character(),
## .. NOPELL_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_UNKN_ORIG_YR8_RT = col_character(),
## .. NOPELL_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. NOPELL_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. LOAN_DEATH_YR8_RT = col_character(),
## .. LOAN_COMP_ORIG_YR8_RT = col_character(),
## .. LOAN_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. LOAN_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. LOAN_WDRAW_ORIG_YR8_RT = col_character(),
## .. LOAN_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. LOAN_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. LOAN_ENRL_ORIG_YR8_RT = col_character(),
## .. LOAN_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. LOAN_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. LOAN_UNKN_ORIG_YR8_RT = col_character(),
## .. LOAN_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. LOAN_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_DEATH_YR8_RT = col_character(),
## .. NOLOAN_COMP_ORIG_YR8_RT = col_character(),
## .. NOLOAN_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_WDRAW_ORIG_YR8_RT = col_character(),
## .. NOLOAN_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_ENRL_ORIG_YR8_RT = col_character(),
## .. NOLOAN_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_UNKN_ORIG_YR8_RT = col_character(),
## .. NOLOAN_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. NOLOAN_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_DEATH_YR8_RT = col_character(),
## .. FIRSTGEN_COMP_ORIG_YR8_RT = col_character(),
## .. FIRSTGEN_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_WDRAW_ORIG_YR8_RT = col_character(),
## .. FIRSTGEN_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_ENRL_ORIG_YR8_RT = col_character(),
## .. FIRSTGEN_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_UNKN_ORIG_YR8_RT = col_character(),
## .. FIRSTGEN_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. FIRSTGEN_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_DEATH_YR8_RT = col_character(),
## .. NOT1STGEN_COMP_ORIG_YR8_RT = col_character(),
## .. NOT1STGEN_COMP_4YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_COMP_2YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_WDRAW_ORIG_YR8_RT = col_character(),
## .. NOT1STGEN_WDRAW_4YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_WDRAW_2YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_ENRL_ORIG_YR8_RT = col_character(),
## .. NOT1STGEN_ENRL_4YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_ENRL_2YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_UNKN_ORIG_YR8_RT = col_character(),
## .. NOT1STGEN_UNKN_4YR_TRANS_YR8_RT = col_character(),
## .. NOT1STGEN_UNKN_2YR_TRANS_YR8_RT = col_character(),
## .. RPY_1YR_RT = col_character(),
## .. COMPL_RPY_1YR_RT = col_character(),
## .. NONCOM_RPY_1YR_RT = col_character(),
## .. LO_INC_RPY_1YR_RT = col_character(),
## .. MD_INC_RPY_1YR_RT = col_character(),
## .. HI_INC_RPY_1YR_RT = col_character(),
## .. DEP_RPY_1YR_RT = col_character(),
## .. IND_RPY_1YR_RT = col_character(),
## .. PELL_RPY_1YR_RT = col_character(),
## .. NOPELL_RPY_1YR_RT = col_character(),
## .. FEMALE_RPY_1YR_RT = col_character(),
## .. MALE_RPY_1YR_RT = col_character(),
## .. FIRSTGEN_RPY_1YR_RT = col_character(),
## .. NOTFIRSTGEN_RPY_1YR_RT = col_character(),
## .. RPY_3YR_RT = col_character(),
## .. COMPL_RPY_3YR_RT = col_character(),
## .. NONCOM_RPY_3YR_RT = col_character(),
## .. LO_INC_RPY_3YR_RT = col_character(),
## .. MD_INC_RPY_3YR_RT = col_character(),
## .. HI_INC_RPY_3YR_RT = col_character(),
## .. DEP_RPY_3YR_RT = col_character(),
## .. IND_RPY_3YR_RT = col_character(),
## .. PELL_RPY_3YR_RT = col_character(),
## .. NOPELL_RPY_3YR_RT = col_character(),
## .. FEMALE_RPY_3YR_RT = col_character(),
## .. MALE_RPY_3YR_RT = col_character(),
## .. FIRSTGEN_RPY_3YR_RT = col_character(),
## .. NOTFIRSTGEN_RPY_3YR_RT = col_character(),
## .. RPY_5YR_RT = col_character(),
## .. COMPL_RPY_5YR_RT = col_character(),
## .. NONCOM_RPY_5YR_RT = col_character(),
## .. LO_INC_RPY_5YR_RT = col_character(),
## .. MD_INC_RPY_5YR_RT = col_character(),
## .. HI_INC_RPY_5YR_RT = col_character(),
## .. DEP_RPY_5YR_RT = col_character(),
## .. IND_RPY_5YR_RT = col_character(),
## .. PELL_RPY_5YR_RT = col_character(),
## .. NOPELL_RPY_5YR_RT = col_character(),
## .. FEMALE_RPY_5YR_RT = col_character(),
## .. MALE_RPY_5YR_RT = col_character(),
## .. FIRSTGEN_RPY_5YR_RT = col_character(),
## .. NOTFIRSTGEN_RPY_5YR_RT = col_character(),
## .. RPY_7YR_RT = col_character(),
## .. COMPL_RPY_7YR_RT = col_character(),
## .. NONCOM_RPY_7YR_RT = col_character(),
## .. LO_INC_RPY_7YR_RT = col_character(),
## .. MD_INC_RPY_7YR_RT = col_character(),
## .. HI_INC_RPY_7YR_RT = col_character(),
## .. DEP_RPY_7YR_RT = col_character(),
## .. IND_RPY_7YR_RT = col_character(),
## .. PELL_RPY_7YR_RT = col_character(),
## .. NOPELL_RPY_7YR_RT = col_character(),
## .. FEMALE_RPY_7YR_RT = col_character(),
## .. MALE_RPY_7YR_RT = col_character(),
## .. FIRSTGEN_RPY_7YR_RT = col_character(),
## .. NOTFIRSTGEN_RPY_7YR_RT = col_character(),
## .. INC_PCT_LO = col_character(),
## .. DEP_STAT_PCT_IND = col_character(),
## .. DEP_INC_PCT_LO = col_character(),
## .. IND_INC_PCT_LO = col_character(),
## .. PAR_ED_PCT_1STGEN = col_character(),
## .. INC_PCT_M1 = col_character(),
## .. INC_PCT_M2 = col_character(),
## .. INC_PCT_H1 = col_character(),
## .. INC_PCT_H2 = col_character(),
## .. DEP_INC_PCT_M1 = col_character(),
## .. DEP_INC_PCT_M2 = col_character(),
## .. DEP_INC_PCT_H1 = col_character(),
## .. DEP_INC_PCT_H2 = col_character(),
## .. IND_INC_PCT_M1 = col_character(),
## .. IND_INC_PCT_M2 = col_character(),
## .. IND_INC_PCT_H1 = col_character(),
## .. IND_INC_PCT_H2 = col_character(),
## .. PAR_ED_PCT_MS = col_character(),
## .. PAR_ED_PCT_HS = col_character(),
## .. PAR_ED_PCT_PS = col_character(),
## .. APPL_SCH_PCT_GE2 = col_character(),
## .. APPL_SCH_PCT_GE3 = col_character(),
## .. APPL_SCH_PCT_GE4 = col_character(),
## .. APPL_SCH_PCT_GE5 = col_character(),
## .. DEP_INC_AVG = col_character(),
## .. IND_INC_AVG = col_character(),
## .. OVERALL_YR2_N = col_character(),
## .. LO_INC_YR2_N = col_character(),
## .. MD_INC_YR2_N = col_character(),
## .. HI_INC_YR2_N = col_character(),
## .. DEP_YR2_N = col_character(),
## .. IND_YR2_N = col_character(),
## .. FEMALE_YR2_N = col_character(),
## .. MALE_YR2_N = col_character(),
## .. PELL_YR2_N = col_character(),
## .. NOPELL_YR2_N = col_character(),
## .. LOAN_YR2_N = col_character(),
## .. NOLOAN_YR2_N = col_character(),
## .. FIRSTGEN_YR2_N = col_character(),
## .. NOT1STGEN_YR2_N = col_character(),
## .. OVERALL_YR3_N = col_character(),
## .. LO_INC_YR3_N = col_character(),
## .. MD_INC_YR3_N = col_character(),
## .. HI_INC_YR3_N = col_character(),
## .. DEP_YR3_N = col_character(),
## .. IND_YR3_N = col_character(),
## .. FEMALE_YR3_N = col_character(),
## .. MALE_YR3_N = col_character(),
## .. PELL_YR3_N = col_character(),
## .. NOPELL_YR3_N = col_character(),
## .. LOAN_YR3_N = col_character(),
## .. NOLOAN_YR3_N = col_character(),
## .. FIRSTGEN_YR3_N = col_character(),
## .. NOT1STGEN_YR3_N = col_character(),
## .. OVERALL_YR4_N = col_character(),
## .. LO_INC_YR4_N = col_character(),
## .. MD_INC_YR4_N = col_character(),
## .. HI_INC_YR4_N = col_character(),
## .. DEP_YR4_N = col_character(),
## .. IND_YR4_N = col_character(),
## .. FEMALE_YR4_N = col_character(),
## .. MALE_YR4_N = col_character(),
## .. PELL_YR4_N = col_character(),
## .. NOPELL_YR4_N = col_character(),
## .. LOAN_YR4_N = col_character(),
## .. NOLOAN_YR4_N = col_character(),
## .. FIRSTGEN_YR4_N = col_character(),
## .. NOT1STGEN_YR4_N = col_character(),
## .. OVERALL_YR6_N = col_character(),
## .. LO_INC_YR6_N = col_character(),
## .. MD_INC_YR6_N = col_character(),
## .. HI_INC_YR6_N = col_character(),
## .. DEP_YR6_N = col_character(),
## .. IND_YR6_N = col_character(),
## .. FEMALE_YR6_N = col_character(),
## .. MALE_YR6_N = col_character(),
## .. PELL_YR6_N = col_character(),
## .. NOPELL_YR6_N = col_character(),
## .. LOAN_YR6_N = col_character(),
## .. NOLOAN_YR6_N = col_character(),
## .. FIRSTGEN_YR6_N = col_character(),
## .. NOT1STGEN_YR6_N = col_character(),
## .. OVERALL_YR8_N = col_character(),
## .. LO_INC_YR8_N = col_character(),
## .. MD_INC_YR8_N = col_character(),
## .. HI_INC_YR8_N = col_character(),
## .. DEP_YR8_N = col_character(),
## .. IND_YR8_N = col_character(),
## .. FEMALE_YR8_N = col_character(),
## .. MALE_YR8_N = col_character(),
## .. PELL_YR8_N = col_character(),
## .. NOPELL_YR8_N = col_character(),
## .. LOAN_YR8_N = col_character(),
## .. NOLOAN_YR8_N = col_character(),
## .. FIRSTGEN_YR8_N = col_character(),
## .. NOT1STGEN_YR8_N = col_character(),
## .. DEBT_MDN = col_character(),
## .. GRAD_DEBT_MDN = col_character(),
## .. WDRAW_DEBT_MDN = col_character(),
## .. LO_INC_DEBT_MDN = col_character(),
## .. MD_INC_DEBT_MDN = col_character(),
## .. HI_INC_DEBT_MDN = col_character(),
## .. DEP_DEBT_MDN = col_character(),
## .. IND_DEBT_MDN = col_character(),
## .. PELL_DEBT_MDN = col_character(),
## .. NOPELL_DEBT_MDN = col_character(),
## .. FEMALE_DEBT_MDN = col_character(),
## .. MALE_DEBT_MDN = col_character(),
## .. FIRSTGEN_DEBT_MDN = col_character(),
## .. NOTFIRSTGEN_DEBT_MDN = col_character(),
## .. DEBT_N = col_character(),
## .. GRAD_DEBT_N = col_character(),
## .. WDRAW_DEBT_N = col_character(),
## .. LO_INC_DEBT_N = col_character(),
## .. MD_INC_DEBT_N = col_character(),
## .. HI_INC_DEBT_N = col_character(),
## .. DEP_DEBT_N = col_character(),
## .. IND_DEBT_N = col_character(),
## .. PELL_DEBT_N = col_character(),
## .. NOPELL_DEBT_N = col_character(),
## .. FEMALE_DEBT_N = col_character(),
## .. MALE_DEBT_N = col_character(),
## .. FIRSTGEN_DEBT_N = col_character(),
## .. NOTFIRSTGEN_DEBT_N = col_character(),
## .. GRAD_DEBT_MDN10YR = col_character(),
## .. CUML_DEBT_N = col_character(),
## .. CUML_DEBT_P90 = col_character(),
## .. CUML_DEBT_P75 = col_character(),
## .. CUML_DEBT_P25 = col_character(),
## .. CUML_DEBT_P10 = col_character(),
## .. INC_N = col_character(),
## .. DEP_INC_N = col_character(),
## .. IND_INC_N = col_character(),
## .. DEP_STAT_N = col_character(),
## .. PAR_ED_N = col_character(),
## .. APPL_SCH_N = col_character(),
## .. REPAY_DT_MDN = col_character(),
## .. SEPAR_DT_MDN = col_character(),
## .. REPAY_DT_N = col_character(),
## .. SEPAR_DT_N = col_character(),
## .. RPY_1YR_N = col_character(),
## .. COMPL_RPY_1YR_N = col_character(),
## .. NONCOM_RPY_1YR_N = col_character(),
## .. LO_INC_RPY_1YR_N = col_character(),
## .. MD_INC_RPY_1YR_N = col_character(),
## .. HI_INC_RPY_1YR_N = col_character(),
## .. DEP_RPY_1YR_N = col_character(),
## .. IND_RPY_1YR_N = col_character(),
## .. PELL_RPY_1YR_N = col_character(),
## .. NOPELL_RPY_1YR_N = col_character(),
## .. FEMALE_RPY_1YR_N = col_character(),
## .. MALE_RPY_1YR_N = col_character(),
## .. FIRSTGEN_RPY_1YR_N = col_character(),
## .. NOTFIRSTGEN_RPY_1YR_N = col_character(),
## .. RPY_3YR_N = col_character(),
## .. COMPL_RPY_3YR_N = col_character(),
## .. NONCOM_RPY_3YR_N = col_character(),
## .. LO_INC_RPY_3YR_N = col_character(),
## .. MD_INC_RPY_3YR_N = col_character(),
## .. HI_INC_RPY_3YR_N = col_character(),
## .. DEP_RPY_3YR_N = col_character(),
## .. IND_RPY_3YR_N = col_character(),
## .. PELL_RPY_3YR_N = col_character(),
## .. NOPELL_RPY_3YR_N = col_character(),
## .. FEMALE_RPY_3YR_N = col_character(),
## .. MALE_RPY_3YR_N = col_character(),
## .. FIRSTGEN_RPY_3YR_N = col_character(),
## .. NOTFIRSTGEN_RPY_3YR_N = col_character(),
## .. RPY_5YR_N = col_character(),
## .. COMPL_RPY_5YR_N = col_character(),
## .. NONCOM_RPY_5YR_N = col_character(),
## .. LO_INC_RPY_5YR_N = col_character(),
## .. MD_INC_RPY_5YR_N = col_character(),
## .. HI_INC_RPY_5YR_N = col_character(),
## .. DEP_RPY_5YR_N = col_character(),
## .. IND_RPY_5YR_N = col_character(),
## .. PELL_RPY_5YR_N = col_character(),
## .. NOPELL_RPY_5YR_N = col_character(),
## .. FEMALE_RPY_5YR_N = col_character(),
## .. MALE_RPY_5YR_N = col_character(),
## .. FIRSTGEN_RPY_5YR_N = col_character(),
## .. NOTFIRSTGEN_RPY_5YR_N = col_character(),
## .. RPY_7YR_N = col_character(),
## .. COMPL_RPY_7YR_N = col_character(),
## .. NONCOM_RPY_7YR_N = col_character(),
## .. LO_INC_RPY_7YR_N = col_character(),
## .. MD_INC_RPY_7YR_N = col_character(),
## .. HI_INC_RPY_7YR_N = col_character(),
## .. DEP_RPY_7YR_N = col_character(),
## .. IND_RPY_7YR_N = col_character(),
## .. PELL_RPY_7YR_N = col_character(),
## .. NOPELL_RPY_7YR_N = col_character(),
## .. FEMALE_RPY_7YR_N = col_character(),
## .. MALE_RPY_7YR_N = col_character(),
## .. FIRSTGEN_RPY_7YR_N = col_character(),
## .. NOTFIRSTGEN_RPY_7YR_N = col_character(),
## .. COUNT_ED = col_logical(),
## .. LOAN_EVER = col_character(),
## .. PELL_EVER = col_character(),
## .. AGE_ENTRY = col_character(),
## .. AGE_ENTRY_SQ = col_logical(),
## .. AGEGE24 = col_character(),
## .. FEMALE = col_character(),
## .. MARRIED = col_character(),
## .. DEPENDENT = col_character(),
## .. VETERAN = col_character(),
## .. FIRST_GEN = col_character(),
## .. FAMINC = col_character(),
## .. MD_FAMINC = col_character(),
## .. FAMINC_IND = col_character(),
## .. LNFAMINC = col_logical(),
## .. LNFAMINC_IND = col_logical(),
## .. PCT_WHITE = col_character(),
## .. PCT_BLACK = col_character(),
## .. PCT_ASIAN = col_character(),
## .. PCT_HISPANIC = col_character(),
## .. PCT_BA = col_character(),
## .. PCT_GRAD_PROF = col_character(),
## .. PCT_BORN_US = col_character(),
## .. MEDIAN_HH_INC = col_character(),
## .. POVERTY_RATE = col_character(),
## .. UNEMP_RATE = col_character(),
## .. LN_MEDIAN_HH_INC = col_character(),
## .. FSEND_COUNT = col_logical(),
## .. FSEND_1 = col_logical(),
## .. FSEND_2 = col_logical(),
## .. FSEND_3 = col_logical(),
## .. FSEND_4 = col_logical(),
## .. FSEND_5 = col_logical(),
## .. COUNT_NWNE_P10 = col_double(),
## .. COUNT_WNE_P10 = col_double(),
## .. MN_EARN_WNE_P10 = col_character(),
## .. MD_EARN_WNE_P10 = col_double(),
## .. PCT10_EARN_WNE_P10 = col_character(),
## .. PCT25_EARN_WNE_P10 = col_double(),
## .. PCT75_EARN_WNE_P10 = col_double(),
## .. PCT90_EARN_WNE_P10 = col_character(),
## .. SD_EARN_WNE_P10 = col_double(),
## .. COUNT_WNE_INC1_P10 = col_double(),
## .. COUNT_WNE_INC2_P10 = col_double(),
## .. COUNT_WNE_INC3_P10 = col_double(),
## .. COUNT_WNE_INDEP0_INC1_P10 = col_character(),
## .. COUNT_WNE_INDEP0_P10 = col_double(),
## .. COUNT_WNE_INDEP1_P10 = col_double(),
## .. COUNT_WNE_MALE0_P10 = col_double(),
## .. COUNT_WNE_MALE1_P10 = col_double(),
## .. GT_25K_P10 = col_character(),
## .. MN_EARN_WNE_INC1_P10 = col_character(),
## .. MN_EARN_WNE_INC2_P10 = col_character(),
## .. MN_EARN_WNE_INC3_P10 = col_character(),
## .. MN_EARN_WNE_INDEP0_INC1_P10 = col_character(),
## .. MN_EARN_WNE_INDEP0_P10 = col_character(),
## .. MN_EARN_WNE_INDEP1_P10 = col_character(),
## .. MN_EARN_WNE_MALE0_P10 = col_character(),
## .. MN_EARN_WNE_MALE1_P10 = col_character(),
## .. COUNT_NWNE_P6 = col_double(),
## .. COUNT_WNE_P6 = col_double(),
## .. MN_EARN_WNE_P6 = col_character(),
## .. MD_EARN_WNE_P6 = col_double(),
## .. PCT10_EARN_WNE_P6 = col_character(),
## .. PCT25_EARN_WNE_P6 = col_double(),
## .. PCT75_EARN_WNE_P6 = col_double(),
## .. PCT90_EARN_WNE_P6 = col_character(),
## .. SD_EARN_WNE_P6 = col_double(),
## .. COUNT_WNE_INC1_P6 = col_double(),
## .. COUNT_WNE_INC2_P6 = col_double(),
## .. COUNT_WNE_INC3_P6 = col_double(),
## .. COUNT_WNE_INDEP0_INC1_P6 = col_character(),
## .. COUNT_WNE_INDEP0_P6 = col_double(),
## .. COUNT_WNE_INDEP1_P6 = col_double(),
## .. COUNT_WNE_MALE0_P6 = col_double(),
## .. COUNT_WNE_MALE1_P6 = col_double(),
## .. GT_25K_P6 = col_character(),
## .. MN_EARN_WNE_INC1_P6 = col_character(),
## .. MN_EARN_WNE_INC2_P6 = col_character(),
## .. MN_EARN_WNE_INC3_P6 = col_character(),
## .. MN_EARN_WNE_INDEP0_INC1_P6 = col_character(),
## .. MN_EARN_WNE_INDEP0_P6 = col_character(),
## .. MN_EARN_WNE_INDEP1_P6 = col_character(),
## .. MN_EARN_WNE_MALE0_P6 = col_character(),
## .. MN_EARN_WNE_MALE1_P6 = col_character(),
## .. COUNT_NWNE_P7 = col_double(),
## .. COUNT_WNE_P7 = col_double(),
## .. MN_EARN_WNE_P7 = col_character(),
## .. SD_EARN_WNE_P7 = col_double(),
## .. GT_25K_P7 = col_character(),
## .. COUNT_NWNE_P8 = col_double(),
## .. COUNT_WNE_P8 = col_double(),
## .. MN_EARN_WNE_P8 = col_character(),
## .. MD_EARN_WNE_P8 = col_double(),
## .. PCT10_EARN_WNE_P8 = col_character(),
## .. PCT25_EARN_WNE_P8 = col_double(),
## .. PCT75_EARN_WNE_P8 = col_double(),
## .. PCT90_EARN_WNE_P8 = col_character(),
## .. SD_EARN_WNE_P8 = col_double(),
## .. GT_25K_P8 = col_character(),
## .. COUNT_NWNE_P9 = col_double(),
## .. COUNT_WNE_P9 = col_double(),
## .. MN_EARN_WNE_P9 = col_character(),
## .. SD_EARN_WNE_P9 = col_double(),
## .. GT_25K_P9 = col_character(),
## .. DEBT_MDN_SUPP = col_character(),
## .. GRAD_DEBT_MDN_SUPP = col_character(),
## .. GRAD_DEBT_MDN10YR_SUPP = col_character(),
## .. RPY_3YR_RT_SUPP = col_character(),
## .. LO_INC_RPY_3YR_RT_SUPP = col_character(),
## .. MD_INC_RPY_3YR_RT_SUPP = col_character(),
## .. HI_INC_RPY_3YR_RT_SUPP = col_character(),
## .. COMPL_RPY_3YR_RT_SUPP = col_character(),
## .. NONCOM_RPY_3YR_RT_SUPP = col_character(),
## .. DEP_RPY_3YR_RT_SUPP = col_character(),
## .. IND_RPY_3YR_RT_SUPP = col_character(),
## .. PELL_RPY_3YR_RT_SUPP = col_character(),
## .. NOPELL_RPY_3YR_RT_SUPP = col_character(),
## .. FEMALE_RPY_3YR_RT_SUPP = col_character(),
## .. MALE_RPY_3YR_RT_SUPP = col_character(),
## .. FIRSTGEN_RPY_3YR_RT_SUPP = col_character(),
## .. NOTFIRSTGEN_RPY_3YR_RT_SUPP = col_character(),
## .. C150_L4_POOLED_SUPP = col_character(),
## .. C150_4_POOLED_SUPP = col_character(),
## .. C200_L4_POOLED_SUPP = col_character(),
## .. C200_4_POOLED_SUPP = col_character(),
## .. ALIAS = col_character(),
## .. C100_4 = col_double(),
## .. D100_4 = col_double(),
## .. C100_L4 = col_double(),
## .. D100_L4 = col_double(),
## .. TRANS_4 = col_double(),
## .. DTRANS_4 = col_double(),
## .. TRANS_L4 = col_double(),
## .. DTRANS_L4 = col_double(),
## .. ICLEVEL = col_double(),
## .. UGDS_MEN = col_double(),
## .. UGDS_WOMEN = col_double(),
## .. CDR3_DENOM = col_double(),
## .. CDR2_DENOM = col_double(),
## .. T4APPROVALDATE = col_character(),
## .. D150_4_WHITE = col_double(),
## .. D150_4_BLACK = col_double(),
## .. D150_4_HISP = col_double(),
## .. D150_4_ASIAN = col_double(),
## .. D150_4_AIAN = col_double(),
## .. D150_4_NHPI = col_double(),
## .. D150_4_2MOR = col_double(),
## .. D150_4_NRA = col_double(),
## .. D150_4_UNKN = col_double(),
## .. D150_4_WHITENH = col_logical(),
## .. D150_4_BLACKNH = col_logical(),
## .. D150_4_API = col_logical(),
## .. D150_4_AIANOLD = col_logical(),
## .. D150_4_HISPOLD = col_logical(),
## .. D150_L4_WHITE = col_double(),
## .. D150_L4_BLACK = col_double(),
## .. D150_L4_HISP = col_double(),
## .. D150_L4_ASIAN = col_double(),
## .. D150_L4_AIAN = col_double(),
## .. D150_L4_NHPI = col_double(),
## .. D150_L4_2MOR = col_double(),
## .. D150_L4_NRA = col_double(),
## .. D150_L4_UNKN = col_double(),
## .. D150_L4_WHITENH = col_logical(),
## .. D150_L4_BLACKNH = col_logical(),
## .. D150_L4_API = col_logical(),
## .. D150_L4_AIANOLD = col_logical(),
## .. D150_L4_HISPOLD = col_logical(),
## .. D_PCTPELL_PCTFLOAN = col_double(),
## .. OPENADMP = col_double(),
## .. UGNONDS = col_double(),
## .. GRADS = col_double(),
## .. ACCREDCODE = col_character(),
## .. OMACHT6_FTFT = col_double(),
## .. OMAWDP6_FTFT = col_double(),
## .. OMACHT8_FTFT = col_double(),
## .. OMAWDP8_FTFT = col_double(),
## .. OMENRYP8_FTFT = col_double(),
## .. OMENRAP8_FTFT = col_double(),
## .. OMENRUP8_FTFT = col_double(),
## .. OMACHT6_PTFT = col_double(),
## .. OMAWDP6_PTFT = col_double(),
## .. OMACHT8_PTFT = col_double(),
## .. OMAWDP8_PTFT = col_double(),
## .. OMENRYP8_PTFT = col_double(),
## .. OMENRAP8_PTFT = col_double(),
## .. OMENRUP8_PTFT = col_double(),
## .. OMACHT6_FTNFT = col_double(),
## .. OMAWDP6_FTNFT = col_double(),
## .. OMACHT8_FTNFT = col_double(),
## .. OMAWDP8_FTNFT = col_double(),
## .. OMENRYP8_FTNFT = col_double(),
## .. OMENRAP8_FTNFT = col_double(),
## .. OMENRUP8_FTNFT = col_double(),
## .. OMACHT6_PTNFT = col_double(),
## .. OMAWDP6_PTNFT = col_double(),
## .. OMACHT8_PTNFT = col_double(),
## .. OMAWDP8_PTNFT = col_double(),
## .. OMENRYP8_PTNFT = col_double(),
## .. OMENRAP8_PTNFT = col_double(),
## .. OMENRUP8_PTNFT = col_double(),
## .. RET_FT4_POOLED = col_double(),
## .. RET_FTL4_POOLED = col_double(),
## .. RET_PT4_POOLED = col_double(),
## .. RET_PTL4_POOLED = col_double(),
## .. RET_FT_DEN4_POOLED = col_double(),
## .. RET_FT_DENL4_POOLED = col_double(),
## .. RET_PT_DEN4_POOLED = col_double(),
## .. RET_PT_DENL4_POOLED = col_double(),
## .. POOLYRSRET_FT = col_double(),
## .. POOLYRSRET_PT = col_double(),
## .. RET_FT4_POOLED_SUPP = col_character(),
## .. RET_FTL4_POOLED_SUPP = col_character(),
## .. RET_PT4_POOLED_SUPP = col_character(),
## .. RET_PTL4_POOLED_SUPP = col_character(),
## .. TRANS_4_POOLED = col_double(),
## .. TRANS_L4_POOLED = col_double(),
## .. DTRANS_4_POOLED = col_double(),
## .. DTRANS_L4_POOLED = col_double(),
## .. TRANS_4_POOLED_SUPP = col_character(),
## .. TRANS_L4_POOLED_SUPP = col_character(),
## .. C100_4_POOLED = col_double(),
## .. C100_L4_POOLED = col_double(),
## .. D100_4_POOLED = col_double(),
## .. D100_L4_POOLED = col_double(),
## .. POOLYRS100 = col_double(),
## .. C100_4_POOLED_SUPP = col_character(),
## .. C100_L4_POOLED_SUPP = col_character(),
## .. C150_4_PELL = col_double(),
## .. D150_4_PELL = col_double(),
## .. C150_L4_PELL = col_double(),
## .. D150_L4_PELL = col_double(),
## .. C150_4_LOANNOPELL = col_double(),
## .. D150_4_LOANNOPELL = col_double(),
## .. C150_L4_LOANNOPELL = col_double(),
## .. D150_L4_LOANNOPELL = col_double(),
## .. C150_4_NOLOANNOPELL = col_double(),
## .. D150_4_NOLOANNOPELL = col_double(),
## .. C150_L4_NOLOANNOPELL = col_double(),
## .. D150_L4_NOLOANNOPELL = col_double(),
## .. GT_28K_P10 = col_character(),
## .. GT_28K_P8 = col_character(),
## .. GT_28K_P6 = col_character(),
## .. OMACHT6_FTFT_POOLED = col_double(),
## .. OMAWDP6_FTFT_POOLED = col_double(),
## .. OMACHT8_FTFT_POOLED = col_double(),
## .. OMAWDP8_FTFT_POOLED = col_double(),
## .. OMENRYP8_FTFT_POOLED = col_double(),
## .. OMENRAP8_FTFT_POOLED = col_double(),
## .. OMENRUP8_FTFT_POOLED = col_double(),
## .. OMACHT6_PTFT_POOLED = col_double(),
## .. OMAWDP6_PTFT_POOLED = col_double(),
## .. OMACHT8_PTFT_POOLED = col_double(),
## .. OMAWDP8_PTFT_POOLED = col_double(),
## .. OMENRYP8_PTFT_POOLED = col_double(),
## .. OMENRAP8_PTFT_POOLED = col_double(),
## .. OMENRUP8_PTFT_POOLED = col_double(),
## .. OMACHT6_FTNFT_POOLED = col_double(),
## .. OMAWDP6_FTNFT_POOLED = col_double(),
## .. OMACHT8_FTNFT_POOLED = col_double(),
## .. OMAWDP8_FTNFT_POOLED = col_double(),
## .. OMENRYP8_FTNFT_POOLED = col_double(),
## .. OMENRAP8_FTNFT_POOLED = col_double(),
## .. OMENRUP8_FTNFT_POOLED = col_double(),
## .. OMACHT6_PTNFT_POOLED = col_double(),
## .. OMAWDP6_PTNFT_POOLED = col_double(),
## .. OMACHT8_PTNFT_POOLED = col_double(),
## .. OMAWDP8_PTNFT_POOLED = col_double(),
## .. OMENRYP8_PTNFT_POOLED = col_double(),
## .. OMENRAP8_PTNFT_POOLED = col_double(),
## .. OMENRUP8_PTNFT_POOLED = col_double(),
## .. POOLYRSOM_FTFT = col_double(),
## .. POOLYRSOM_PTFT = col_double(),
## .. POOLYRSOM_FTNFT = col_double(),
## .. POOLYRSOM_PTNFT = col_double(),
## .. OMAWDP6_FTFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_FTFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_FTFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_FTFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_FTFT_POOLED_SUPP = col_character(),
## .. OMAWDP6_PTFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PTFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_PTFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_PTFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_PTFT_POOLED_SUPP = col_character(),
## .. OMAWDP6_FTNFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_FTNFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_FTNFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_FTNFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_FTNFT_POOLED_SUPP = col_character(),
## .. OMAWDP6_PTNFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PTNFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_PTNFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_PTNFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_PTNFT_POOLED_SUPP = col_character(),
## .. SCHTYPE = col_double(),
## .. OPEFLAG = col_double(),
## .. PRGMOFR = col_double(),
## .. CIPCODE1 = col_character(),
## .. CIPCODE2 = col_character(),
## .. CIPCODE3 = col_character(),
## .. CIPCODE4 = col_character(),
## .. CIPCODE5 = col_character(),
## .. CIPCODE6 = col_character(),
## .. CIPTITLE1 = col_character(),
## .. CIPTITLE2 = col_character(),
## .. CIPTITLE3 = col_character(),
## .. CIPTITLE4 = col_character(),
## .. CIPTITLE5 = col_character(),
## .. CIPTITLE6 = col_character(),
## .. CIPTFBS1 = col_double(),
## .. CIPTFBS2 = col_double(),
## .. CIPTFBS3 = col_double(),
## .. CIPTFBS4 = col_double(),
## .. CIPTFBS5 = col_double(),
## .. CIPTFBS6 = col_double(),
## .. CIPTFBSANNUAL1 = col_double(),
## .. CIPTFBSANNUAL2 = col_double(),
## .. CIPTFBSANNUAL3 = col_double(),
## .. CIPTFBSANNUAL4 = col_double(),
## .. CIPTFBSANNUAL5 = col_double(),
## .. CIPTFBSANNUAL6 = col_double(),
## .. MTHCMP1 = col_double(),
## .. MTHCMP2 = col_double(),
## .. MTHCMP3 = col_double(),
## .. MTHCMP4 = col_double(),
## .. MTHCMP5 = col_double(),
## .. MTHCMP6 = col_double(),
## .. POOLYRSOM_ALL = col_double(),
## .. POOLYRSOM_FIRSTTIME = col_double(),
## .. POOLYRSOM_NOTFIRSTTIME = col_double(),
## .. POOLYRSOM_FULLTIME = col_double(),
## .. POOLYRSOM_PARTTIME = col_double(),
## .. OMENRYP_ALL = col_double(),
## .. OMENRAP_ALL = col_double(),
## .. OMAWDP8_ALL = col_double(),
## .. OMENRUP_ALL = col_double(),
## .. OMENRYP_FIRSTTIME = col_double(),
## .. OMENRAP_FIRSTTIME = col_double(),
## .. OMAWDP8_FIRSTTIME = col_double(),
## .. OMENRUP_FIRSTTIME = col_double(),
## .. OMENRYP_NOTFIRSTTIME = col_double(),
## .. OMENRAP_NOTFIRSTTIME = col_double(),
## .. OMAWDP8_NOTFIRSTTIME = col_double(),
## .. OMENRUP_NOTFIRSTTIME = col_double(),
## .. OMENRYP_FULLTIME = col_double(),
## .. OMENRAP_FULLTIME = col_double(),
## .. OMAWDP8_FULLTIME = col_double(),
## .. OMENRUP_FULLTIME = col_double(),
## .. OMENRYP_PARTTIME = col_double(),
## .. OMENRAP_PARTTIME = col_double(),
## .. OMAWDP8_PARTTIME = col_double(),
## .. OMENRUP_PARTTIME = col_double(),
## .. OMENRYP_ALL_POOLED_SUPP = col_character(),
## .. OMENRAP_ALL_POOLED_SUPP = col_character(),
## .. OMAWDP8_ALL_POOLED_SUPP = col_character(),
## .. OMENRUP_ALL_POOLED_SUPP = col_character(),
## .. OMENRYP_FIRSTTIME_POOLED_SUPP = col_character(),
## .. OMENRAP_FIRSTTIME_POOLED_SUPP = col_character(),
## .. OMAWDP8_FIRSTTIME_POOLED_SUPP = col_character(),
## .. OMENRUP_FIRSTTIME_POOLED_SUPP = col_character(),
## .. OMENRYP_NOTFIRSTTIME_POOLED_SUPP = col_character(),
## .. OMENRAP_NOTFIRSTTIME_POOLED_SUPP = col_character(),
## .. OMAWDP8_NOTFIRSTTIME_POOLED_SUPP = col_character(),
## .. OMENRUP_NOTFIRSTTIME_POOLED_SUPP = col_character(),
## .. OMENRYP_FULLTIME_POOLED_SUPP = col_character(),
## .. OMENRAP_FULLTIME_POOLED_SUPP = col_character(),
## .. OMAWDP8_FULLTIME_POOLED_SUPP = col_character(),
## .. OMENRUP_FULLTIME_POOLED_SUPP = col_character(),
## .. OMENRYP_PARTTIME_POOLED_SUPP = col_character(),
## .. OMENRAP_PARTTIME_POOLED_SUPP = col_character(),
## .. OMAWDP8_PARTTIME_POOLED_SUPP = col_character(),
## .. OMENRUP_PARTTIME_POOLED_SUPP = col_character(),
## .. FTFTPCTPELL = col_double(),
## .. FTFTPCTFLOAN = col_double(),
## .. UG12MN = col_double(),
## .. G12MN = col_double(),
## .. SCUGFFN = col_double(),
## .. POOLYRS_FTFTAIDPCT = col_double(),
## .. FTFTPCTPELL_POOLED_SUPP = col_character(),
## .. FTFTPCTFLOAN_POOLED_SUPP = col_character(),
## .. SCUGFFN_POOLED = col_double(),
## .. PPLUS_PCT_LOW = col_double(),
## .. PPLUS_PCT_HIGH = col_double(),
## .. PPLUS_PCT_LOW_POOLED_SUPP = col_double(),
## .. PPLUS_PCT_HIGH_POOLED_SUPP = col_double(),
## .. POOLYRS_PLUSPCT = col_double(),
## .. PLUS_DEBT_INST_N = col_character(),
## .. PLUS_DEBT_INST_MD = col_character(),
## .. PLUS_DEBT_ALL_N = col_character(),
## .. PLUS_DEBT_ALL_MD = col_character(),
## .. PLUS_DEBT_INST_COMP_N = col_character(),
## .. PLUS_DEBT_INST_COMP_MD = col_character(),
## .. PLUS_DEBT_INST_COMP_MDPAY10 = col_character(),
## .. PLUS_DEBT_INST_COMP_MD_SUPP = col_character(),
## .. PLUS_DEBT_INST_COMP_MDPAY10_SUPP = col_character(),
## .. PLUS_DEBT_ALL_COMP_N = col_character(),
## .. PLUS_DEBT_ALL_COMP_MD = col_character(),
## .. PLUS_DEBT_ALL_COMP_MDPAY10 = col_character(),
## .. PLUS_DEBT_ALL_COMP_MD_SUPP = col_character(),
## .. PLUS_DEBT_ALL_COMP_MDPAY10_SUPP = col_character(),
## .. PLUS_DEBT_INST_NOCOMP_N = col_character(),
## .. PLUS_DEBT_INST_NOCOMP_MD = col_character(),
## .. PLUS_DEBT_ALL_NOCOMP_N = col_character(),
## .. PLUS_DEBT_ALL_NOCOMP_MD = col_character(),
## .. PLUS_DEBT_INST_MALE_N = col_character(),
## .. PLUS_DEBT_INST_MALE_MD = col_character(),
## .. PLUS_DEBT_ALL_MALE_N = col_character(),
## .. PLUS_DEBT_ALL_MALE_MD = col_character(),
## .. PLUS_DEBT_INST_NOMALE_N = col_character(),
## .. PLUS_DEBT_INST_NOMALE_MD = col_character(),
## .. PLUS_DEBT_ALL_NOMALE_N = col_character(),
## .. PLUS_DEBT_ALL_NOMALE_MD = col_character(),
## .. PLUS_DEBT_INST_PELL_N = col_character(),
## .. PLUS_DEBT_INST_PELL_MD = col_character(),
## .. PLUS_DEBT_ALL_PELL_N = col_character(),
## .. PLUS_DEBT_ALL_PELL_MD = col_character(),
## .. PLUS_DEBT_INST_NOPELL_N = col_character(),
## .. PLUS_DEBT_INST_NOPELL_MD = col_character(),
## .. PLUS_DEBT_ALL_NOPELL_N = col_character(),
## .. PLUS_DEBT_ALL_NOPELL_MD = col_character(),
## .. PLUS_DEBT_INST_STAFFTHIS_N = col_character(),
## .. PLUS_DEBT_INST_STAFFTHIS_MD = col_character(),
## .. PLUS_DEBT_ALL_STAFFTHIS_N = col_character(),
## .. PLUS_DEBT_ALL_STAFFTHIS_MD = col_character(),
## .. PLUS_DEBT_INST_NOSTAFFTHIS_N = col_character(),
## .. PLUS_DEBT_INST_NOSTAFFTHIS_MD = col_character(),
## .. PLUS_DEBT_ALL_NOSTAFFTHIS_N = col_character(),
## .. PLUS_DEBT_ALL_NOSTAFFTHIS_MD = col_character(),
## .. PLUS_DEBT_INST_STAFFANY_N = col_character(),
## .. PLUS_DEBT_INST_STAFFANY_MD = col_character(),
## .. PLUS_DEBT_ALL_STAFFANY_N = col_character(),
## .. PLUS_DEBT_ALL_STAFFANY_MD = col_character(),
## .. PLUS_DEBT_INST_NOSTAFFANY_N = col_character(),
## .. PLUS_DEBT_INST_NOSTAFFANY_MD = col_character(),
## .. PLUS_DEBT_ALL_NOSTAFFANY_N = col_character(),
## .. PLUS_DEBT_ALL_NOSTAFFANY_MD = col_character(),
## .. COUNT_NWNE_3YR = col_double(),
## .. COUNT_WNE_3YR = col_double(),
## .. CNTOVER150_3YR = col_double(),
## .. DBRR1_FED_UG_N = col_character(),
## .. DBRR1_FED_UG_NUM = col_character(),
## .. DBRR1_FED_UG_DEN = col_character(),
## .. DBRR1_FED_UG_RT = col_character(),
## .. DBRR1_FED_GR_N = col_character(),
## .. DBRR1_FED_GR_NUM = col_character(),
## .. DBRR1_FED_GR_DEN = col_character(),
## .. DBRR1_FED_GR_RT = col_character(),
## .. DBRR1_FED_UGCOMP_N = col_character(),
## .. DBRR1_FED_UGCOMP_NUM = col_character(),
## .. DBRR1_FED_UGCOMP_DEN = col_character(),
## .. DBRR1_FED_UGCOMP_RT = col_character(),
## .. DBRR1_FED_UGNOCOMP_N = col_character(),
## .. DBRR1_FED_UGNOCOMP_NUM = col_character(),
## .. DBRR1_FED_UGNOCOMP_DEN = col_character(),
## .. DBRR1_FED_UGNOCOMP_RT = col_character(),
## .. DBRR1_FED_UGUNK_N = col_character(),
## .. DBRR1_FED_UGUNK_NUM = col_character(),
## .. DBRR1_FED_UGUNK_DEN = col_character(),
## .. DBRR1_FED_UGUNK_RT = col_character(),
## .. DBRR1_FED_GRCOMP_N = col_character(),
## .. DBRR1_FED_GRCOMP_NUM = col_character(),
## .. DBRR1_FED_GRCOMP_DEN = col_character(),
## .. DBRR1_FED_GRCOMP_RT = col_character(),
## .. DBRR1_FED_GRNOCOMP_N = col_character(),
## .. DBRR1_FED_GRNOCOMP_NUM = col_character(),
## .. DBRR1_FED_GRNOCOMP_DEN = col_character(),
## .. DBRR1_FED_GRNOCOMP_RT = col_character(),
## .. DBRR4_FED_UG_N = col_character(),
## .. DBRR4_FED_UG_NUM = col_character(),
## .. DBRR4_FED_UG_DEN = col_character(),
## .. DBRR4_FED_UG_RT = col_character(),
## .. DBRR4_FED_GR_N = col_character(),
## .. DBRR4_FED_GR_NUM = col_character(),
## .. DBRR4_FED_GR_DEN = col_character(),
## .. DBRR4_FED_GR_RT = col_character(),
## .. DBRR4_FED_UGCOMP_N = col_character(),
## .. DBRR4_FED_UGCOMP_NUM = col_character(),
## .. DBRR4_FED_UGCOMP_DEN = col_character(),
## .. DBRR4_FED_UGCOMP_RT = col_character(),
## .. DBRR4_FED_UGNOCOMP_N = col_character(),
## .. DBRR4_FED_UGNOCOMP_NUM = col_character(),
## .. DBRR4_FED_UGNOCOMP_DEN = col_character(),
## .. DBRR4_FED_UGNOCOMP_RT = col_character(),
## .. DBRR4_FED_UGUNK_N = col_character(),
## .. DBRR4_FED_UGUNK_NUM = col_character(),
## .. DBRR4_FED_UGUNK_DEN = col_character(),
## .. DBRR4_FED_UGUNK_RT = col_character(),
## .. DBRR5_FED_UG_N = col_character(),
## .. DBRR5_FED_UG_NUM = col_character(),
## .. DBRR5_FED_UG_DEN = col_character(),
## .. DBRR5_FED_UG_RT = col_character(),
## .. DBRR5_FED_GR_N = col_character(),
## .. DBRR5_FED_GR_NUM = col_character(),
## .. DBRR5_FED_GR_DEN = col_character(),
## .. DBRR5_FED_GR_RT = col_character(),
## .. DBRR10_FED_UG_N = col_character(),
## .. DBRR10_FED_UG_NUM = col_character(),
## .. DBRR10_FED_UG_DEN = col_character(),
## .. DBRR10_FED_UG_RT = col_character(),
## .. DBRR10_FED_GR_N = col_character(),
## .. DBRR10_FED_GR_NUM = col_character(),
## .. DBRR10_FED_GR_DEN = col_character(),
## .. DBRR10_FED_GR_RT = col_character(),
## .. DBRR20_FED_UG_N = col_character(),
## .. DBRR20_FED_UG_NUM = col_character(),
## .. DBRR20_FED_UG_DEN = col_character(),
## .. DBRR20_FED_UG_RT = col_character(),
## .. DBRR20_FED_GR_N = col_character(),
## .. DBRR20_FED_GR_NUM = col_character(),
## .. DBRR20_FED_GR_DEN = col_character(),
## .. DBRR20_FED_GR_RT = col_character(),
## .. DBRR1_PP_UG_N = col_character(),
## .. DBRR1_PP_UG_NUM = col_character(),
## .. DBRR1_PP_UG_DEN = col_character(),
## .. DBRR1_PP_UG_RT = col_character(),
## .. DBRR1_PP_UGCOMP_N = col_character(),
## .. DBRR1_PP_UGCOMP_NUM = col_character(),
## .. DBRR1_PP_UGCOMP_DEN = col_character(),
## .. DBRR1_PP_UGCOMP_RT = col_character(),
## .. DBRR1_PP_UGNOCOMP_N = col_character(),
## .. DBRR1_PP_UGNOCOMP_NUM = col_character(),
## .. DBRR1_PP_UGNOCOMP_DEN = col_character(),
## .. DBRR1_PP_UGNOCOMP_RT = col_character(),
## .. DBRR1_PP_UGUNK_N = col_character(),
## .. DBRR1_PP_UGUNK_NUM = col_character(),
## .. DBRR1_PP_UGUNK_DEN = col_character(),
## .. DBRR1_PP_UGUNK_RT = col_character(),
## .. DBRR4_PP_UG_N = col_character(),
## .. DBRR4_PP_UG_NUM = col_character(),
## .. DBRR4_PP_UG_DEN = col_character(),
## .. DBRR4_PP_UG_RT = col_character(),
## .. DBRR4_PP_UGCOMP_N = col_character(),
## .. DBRR4_PP_UGCOMP_NUM = col_character(),
## .. DBRR4_PP_UGCOMP_DEN = col_character(),
## .. DBRR4_PP_UGCOMP_RT = col_character(),
## .. DBRR4_PP_UGNOCOMP_N = col_character(),
## .. DBRR4_PP_UGNOCOMP_NUM = col_character(),
## .. DBRR4_PP_UGNOCOMP_DEN = col_character(),
## .. DBRR4_PP_UGNOCOMP_RT = col_character(),
## .. DBRR4_PP_UGUNK_N = col_character(),
## .. DBRR4_PP_UGUNK_NUM = col_character(),
## .. DBRR4_PP_UGUNK_DEN = col_character(),
## .. DBRR4_PP_UGUNK_RT = col_character(),
## .. DBRR5_PP_UG_N = col_character(),
## .. DBRR5_PP_UG_NUM = col_character(),
## .. DBRR5_PP_UG_DEN = col_character(),
## .. DBRR5_PP_UG_RT = col_character(),
## .. DBRR10_PP_UG_N = col_character(),
## .. DBRR10_PP_UG_NUM = col_character(),
## .. DBRR10_PP_UG_DEN = col_character(),
## .. DBRR10_PP_UG_RT = col_character(),
## .. DBRR20_PP_UG_N = col_character(),
## .. DBRR20_PP_UG_NUM = col_character(),
## .. DBRR20_PP_UG_DEN = col_character(),
## .. DBRR20_PP_UG_RT = col_character(),
## .. BBRR1_FED_UG_N = col_character(),
## .. BBRR1_FED_UG_DFLT = col_character(),
## .. BBRR1_FED_UG_DLNQ = col_character(),
## .. BBRR1_FED_UG_FBR = col_character(),
## .. BBRR1_FED_UG_DFR = col_character(),
## .. BBRR1_FED_UG_NOPROG = col_character(),
## .. BBRR1_FED_UG_MAKEPROG = col_character(),
## .. BBRR1_FED_UG_PAIDINFULL = col_character(),
## .. BBRR1_FED_UG_DISCHARGE = col_character(),
## .. BBRR1_FED_UGCOMP_N = col_character(),
## .. BBRR1_FED_UGCOMP_DFLT = col_character(),
## .. BBRR1_FED_UGCOMP_DLNQ = col_character(),
## .. BBRR1_FED_UGCOMP_FBR = col_character(),
## .. BBRR1_FED_UGCOMP_DFR = col_character(),
## .. BBRR1_FED_UGCOMP_NOPROG = col_character(),
## .. BBRR1_FED_UGCOMP_MAKEPROG = col_character(),
## .. BBRR1_FED_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR1_FED_UGCOMP_DISCHARGE = col_character(),
## .. BBRR1_FED_UGNOCOMP_N = col_character(),
## .. BBRR1_FED_UGNOCOMP_DFLT = col_character(),
## .. BBRR1_FED_UGNOCOMP_DLNQ = col_character(),
## .. BBRR1_FED_UGNOCOMP_FBR = col_character(),
## .. BBRR1_FED_UGNOCOMP_DFR = col_character(),
## .. BBRR1_FED_UGNOCOMP_NOPROG = col_character(),
## .. BBRR1_FED_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR1_FED_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR1_FED_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR1_FED_UGUNK_N = col_character(),
## .. BBRR1_FED_UGUNK_DFLT = col_character(),
## .. BBRR1_FED_UGUNK_DLNQ = col_character(),
## .. BBRR1_FED_UGUNK_FBR = col_character(),
## .. BBRR1_FED_UGUNK_DFR = col_character(),
## .. BBRR1_FED_UGUNK_NOPROG = col_character(),
## .. BBRR1_FED_UGUNK_MAKEPROG = col_character(),
## .. BBRR1_FED_UGUNK_PAIDINFULL = col_character(),
## .. BBRR1_FED_UGUNK_DISCHARGE = col_character(),
## .. BBRR1_FED_GR_N = col_character(),
## .. BBRR1_FED_GR_DFLT = col_character(),
## .. BBRR1_FED_GR_DLNQ = col_character(),
## .. BBRR1_FED_GR_FBR = col_character(),
## .. BBRR1_FED_GR_DFR = col_character(),
## .. BBRR1_FED_GR_NOPROG = col_character(),
## .. BBRR1_FED_GR_MAKEPROG = col_character(),
## .. BBRR1_FED_GR_PAIDINFULL = col_character(),
## .. BBRR1_FED_GR_DISCHARGE = col_character(),
## .. BBRR1_FED_GRCOMP_N = col_character(),
## .. BBRR1_FED_GRCOMP_DFLT = col_character(),
## .. BBRR1_FED_GRCOMP_DLNQ = col_character(),
## .. BBRR1_FED_GRCOMP_FBR = col_character(),
## .. BBRR1_FED_GRCOMP_DFR = col_character(),
## .. BBRR1_FED_GRCOMP_NOPROG = col_character(),
## .. BBRR1_FED_GRCOMP_MAKEPROG = col_character(),
## .. BBRR1_FED_GRCOMP_PAIDINFULL = col_character(),
## .. BBRR1_FED_GRCOMP_DISCHARGE = col_character(),
## .. BBRR1_FED_GRNOCOMP_N = col_character(),
## .. BBRR1_FED_GRNOCOMP_DFLT = col_character(),
## .. BBRR1_FED_GRNOCOMP_DLNQ = col_character(),
## .. BBRR1_FED_GRNOCOMP_FBR = col_character(),
## .. BBRR1_FED_GRNOCOMP_DFR = col_character(),
## .. BBRR1_FED_GRNOCOMP_NOPROG = col_character(),
## .. BBRR1_FED_GRNOCOMP_MAKEPROG = col_character(),
## .. BBRR1_FED_GRNOCOMP_PAIDINFULL = col_character(),
## .. BBRR1_FED_GRNOCOMP_DISCHARGE = col_character(),
## .. BBRR1_PP_UG_N = col_character(),
## .. BBRR1_PP_UG_DFLT = col_character(),
## .. BBRR1_PP_UG_DLNQ = col_character(),
## .. BBRR1_PP_UG_FBR = col_character(),
## .. BBRR1_PP_UG_DFR = col_character(),
## .. BBRR1_PP_UG_NOPROG = col_character(),
## .. BBRR1_PP_UG_MAKEPROG = col_character(),
## .. BBRR1_PP_UG_PAIDINFULL = col_character(),
## .. BBRR1_PP_UG_DISCHARGE = col_character(),
## .. BBRR1_PP_UGCOMP_N = col_character(),
## .. BBRR1_PP_UGCOMP_DFLT = col_character(),
## .. BBRR1_PP_UGCOMP_DLNQ = col_character(),
## .. BBRR1_PP_UGCOMP_FBR = col_character(),
## .. BBRR1_PP_UGCOMP_DFR = col_character(),
## .. BBRR1_PP_UGCOMP_NOPROG = col_character(),
## .. BBRR1_PP_UGCOMP_MAKEPROG = col_character(),
## .. BBRR1_PP_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR1_PP_UGCOMP_DISCHARGE = col_character(),
## .. BBRR1_PP_UGNOCOMP_N = col_character(),
## .. BBRR1_PP_UGNOCOMP_DFLT = col_character(),
## .. BBRR1_PP_UGNOCOMP_DLNQ = col_character(),
## .. BBRR1_PP_UGNOCOMP_FBR = col_character(),
## .. BBRR1_PP_UGNOCOMP_DFR = col_character(),
## .. BBRR1_PP_UGNOCOMP_NOPROG = col_character(),
## .. BBRR1_PP_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR1_PP_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR1_PP_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR1_PP_UGUNK_N = col_character(),
## .. BBRR1_PP_UGUNK_DFLT = col_character(),
## .. BBRR1_PP_UGUNK_DLNQ = col_character(),
## .. BBRR1_PP_UGUNK_FBR = col_character(),
## .. BBRR1_PP_UGUNK_DFR = col_character(),
## .. BBRR1_PP_UGUNK_NOPROG = col_character(),
## .. BBRR1_PP_UGUNK_MAKEPROG = col_character(),
## .. BBRR1_PP_UGUNK_PAIDINFULL = col_character(),
## .. BBRR1_PP_UGUNK_DISCHARGE = col_character(),
## .. BBRR2_FED_UG_N = col_character(),
## .. BBRR2_FED_UG_DFLT = col_character(),
## .. BBRR2_FED_UG_DLNQ = col_character(),
## .. BBRR2_FED_UG_FBR = col_character(),
## .. BBRR2_FED_UG_DFR = col_character(),
## .. BBRR2_FED_UG_NOPROG = col_character(),
## .. BBRR2_FED_UG_MAKEPROG = col_character(),
## .. BBRR2_FED_UG_PAIDINFULL = col_character(),
## .. BBRR2_FED_UG_DISCHARGE = col_character(),
## .. BBRR2_FED_UGCOMP_N = col_character(),
## .. BBRR2_FED_UGCOMP_DFLT = col_character(),
## .. BBRR2_FED_UGCOMP_DLNQ = col_character(),
## .. BBRR2_FED_UGCOMP_FBR = col_character(),
## .. BBRR2_FED_UGCOMP_DFR = col_character(),
## .. BBRR2_FED_UGCOMP_NOPROG = col_character(),
## .. BBRR2_FED_UGCOMP_MAKEPROG = col_character(),
## .. BBRR2_FED_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR2_FED_UGCOMP_DISCHARGE = col_character(),
## .. BBRR2_FED_UGNOCOMP_N = col_character(),
## .. BBRR2_FED_UGNOCOMP_DFLT = col_character(),
## .. BBRR2_FED_UGNOCOMP_DLNQ = col_character(),
## .. BBRR2_FED_UGNOCOMP_FBR = col_character(),
## .. BBRR2_FED_UGNOCOMP_DFR = col_character(),
## .. BBRR2_FED_UGNOCOMP_NOPROG = col_character(),
## .. BBRR2_FED_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR2_FED_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR2_FED_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR2_FED_UGUNK_N = col_character(),
## .. BBRR2_FED_UGUNK_DFLT = col_character(),
## .. BBRR2_FED_UGUNK_DLNQ = col_character(),
## .. BBRR2_FED_UGUNK_FBR = col_character(),
## .. BBRR2_FED_UGUNK_DFR = col_character(),
## .. BBRR2_FED_UGUNK_NOPROG = col_character(),
## .. BBRR2_FED_UGUNK_MAKEPROG = col_character(),
## .. BBRR2_FED_UGUNK_PAIDINFULL = col_character(),
## .. BBRR2_FED_UGUNK_DISCHARGE = col_character(),
## .. BBRR2_FED_GR_N = col_character(),
## .. BBRR2_FED_GR_DFLT = col_character(),
## .. BBRR2_FED_GR_DLNQ = col_character(),
## .. BBRR2_FED_GR_FBR = col_character(),
## .. BBRR2_FED_GR_DFR = col_character(),
## .. BBRR2_FED_GR_NOPROG = col_character(),
## .. BBRR2_FED_GR_MAKEPROG = col_character(),
## .. BBRR2_FED_GR_PAIDINFULL = col_character(),
## .. BBRR2_FED_GR_DISCHARGE = col_character(),
## .. BBRR2_FED_GRCOMP_N = col_character(),
## .. BBRR2_FED_GRCOMP_DFLT = col_character(),
## .. BBRR2_FED_GRCOMP_DLNQ = col_character(),
## .. BBRR2_FED_GRCOMP_FBR = col_character(),
## .. BBRR2_FED_GRCOMP_DFR = col_character(),
## .. BBRR2_FED_GRCOMP_NOPROG = col_character(),
## .. BBRR2_FED_GRCOMP_MAKEPROG = col_character(),
## .. BBRR2_FED_GRCOMP_PAIDINFULL = col_character(),
## .. BBRR2_FED_GRCOMP_DISCHARGE = col_character(),
## .. BBRR2_FED_GRNOCOMP_N = col_character(),
## .. BBRR2_FED_GRNOCOMP_DFLT = col_character(),
## .. BBRR2_FED_GRNOCOMP_DLNQ = col_character(),
## .. BBRR2_FED_GRNOCOMP_FBR = col_character(),
## .. BBRR2_FED_GRNOCOMP_DFR = col_character(),
## .. BBRR2_FED_GRNOCOMP_NOPROG = col_character(),
## .. BBRR2_FED_GRNOCOMP_MAKEPROG = col_character(),
## .. BBRR2_FED_GRNOCOMP_PAIDINFULL = col_character(),
## .. BBRR2_FED_GRNOCOMP_DISCHARGE = col_character(),
## .. BBRR2_PP_UG_N = col_character(),
## .. BBRR2_PP_UG_DFLT = col_character(),
## .. BBRR2_PP_UG_DLNQ = col_character(),
## .. BBRR2_PP_UG_FBR = col_character(),
## .. BBRR2_PP_UG_DFR = col_character(),
## .. BBRR2_PP_UG_NOPROG = col_character(),
## .. BBRR2_PP_UG_MAKEPROG = col_character(),
## .. BBRR2_PP_UG_PAIDINFULL = col_character(),
## .. BBRR2_PP_UG_DISCHARGE = col_character(),
## .. BBRR2_PP_UGCOMP_N = col_character(),
## .. BBRR2_PP_UGCOMP_DFLT = col_character(),
## .. BBRR2_PP_UGCOMP_DLNQ = col_character(),
## .. BBRR2_PP_UGCOMP_FBR = col_character(),
## .. BBRR2_PP_UGCOMP_DFR = col_character(),
## .. BBRR2_PP_UGCOMP_NOPROG = col_character(),
## .. BBRR2_PP_UGCOMP_MAKEPROG = col_character(),
## .. BBRR2_PP_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR2_PP_UGCOMP_DISCHARGE = col_character(),
## .. BBRR2_PP_UGNOCOMP_N = col_character(),
## .. BBRR2_PP_UGNOCOMP_DFLT = col_character(),
## .. BBRR2_PP_UGNOCOMP_DLNQ = col_character(),
## .. BBRR2_PP_UGNOCOMP_FBR = col_character(),
## .. BBRR2_PP_UGNOCOMP_DFR = col_character(),
## .. BBRR2_PP_UGNOCOMP_NOPROG = col_character(),
## .. BBRR2_PP_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR2_PP_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR2_PP_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR2_PP_UGUNK_N = col_character(),
## .. BBRR2_PP_UGUNK_DFLT = col_character(),
## .. BBRR2_PP_UGUNK_DLNQ = col_character(),
## .. BBRR2_PP_UGUNK_FBR = col_character(),
## .. BBRR2_PP_UGUNK_DFR = col_character(),
## .. BBRR2_PP_UGUNK_NOPROG = col_character(),
## .. BBRR2_PP_UGUNK_MAKEPROG = col_character(),
## .. BBRR2_PP_UGUNK_PAIDINFULL = col_character(),
## .. BBRR2_PP_UGUNK_DISCHARGE = col_character(),
## .. BBRR2_FED_UG_N_SUPP = col_character(),
## .. BBRR2_FED_UG_DFLT_SUPP = col_character(),
## .. BBRR2_FED_UG_DLNQ_SUPP = col_character(),
## .. BBRR2_FED_UG_FBR_SUPP = col_character(),
## .. BBRR2_FED_UG_DFR_SUPP = col_character(),
## .. BBRR2_FED_UG_NOPROG_SUPP = col_character(),
## .. BBRR2_FED_UG_MAKEPROG_SUPP = col_character(),
## .. BBRR2_FED_UG_PAIDINFULL_SUPP = col_character(),
## .. BBRR2_FED_UG_DISCHARGE_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_N_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_DFLT_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_DLNQ_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_FBR_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_DFR_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_NOPROG_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_MAKEPROG_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_PAIDINFULL_SUPP = col_character(),
## .. BBRR2_FED_UGCOMP_DISCHARGE_SUPP = col_character(),
## .. LPSTAFFORD_CNT = col_character(),
## .. LPSTAFFORD_AMT = col_character(),
## .. LPPPLUS_CNT = col_character(),
## .. LPPPLUS_AMT = col_character(),
## .. LPGPLUS_CNT = col_character(),
## .. LPGPLUS_AMT = col_character(),
## .. FEDSCHCD = col_character(),
## .. BOOKSUPPLY = col_double(),
## .. ROOMBOARD_ON = col_double(),
## .. OTHEREXPENSE_ON = col_double(),
## .. ROOMBOARD_OFF = col_double(),
## .. OTHEREXPENSE_OFF = col_double(),
## .. OTHEREXPENSE_FAM = col_double(),
## .. ENDOWBEGIN = col_double(),
## .. ENDOWEND = col_double(),
## .. DOLPROVIDER = col_double(),
## .. ADMCON7 = col_double(),
## .. MDCOMP_PD = col_double(),
## .. MDCOST_PD = col_double(),
## .. MDEARN_PD = col_double(),
## .. MDCOMP_ALL = col_double(),
## .. MDCOST_ALL = col_double(),
## .. MDEARN_ALL = col_double(),
## .. D150_L4_PELL_POOLED = col_double(),
## .. C150_L4_PELL_POOLED = col_double(),
## .. D150_4_PELL_POOLED = col_double(),
## .. C150_4_PELL_POOLED = col_double(),
## .. C150_L4_PELL_POOLED_SUPP = col_character(),
## .. C150_4_PELL_POOLED_SUPP = col_character(),
## .. POOLYRS150_PELL = col_double(),
## .. OMENRYP_PELL_ALL = col_double(),
## .. OMENRAP_PELL_ALL = col_double(),
## .. OMAWDP8_PELL_ALL = col_double(),
## .. OMENRUP_PELL_ALL = col_double(),
## .. OMENRYP_PELL_FIRSTTIME = col_double(),
## .. OMENRAP_PELL_FIRSTTIME = col_double(),
## .. OMAWDP8_PELL_FIRSTTIME = col_double(),
## .. OMENRUP_PELL_FIRSTTIME = col_double(),
## .. OMENRYP_PELL_NOTFIRSTTIME = col_double(),
## .. OMENRAP_PELL_NOTFIRSTTIME = col_double(),
## .. OMAWDP8_PELL_NOTFIRSTTIME = col_double(),
## .. OMENRUP_PELL_NOTFIRSTTIME = col_double(),
## .. OMENRYP_PELL_FULLTIME = col_double(),
## .. OMENRAP_PELL_FULLTIME = col_double(),
## .. OMAWDP8_PELL_FULLTIME = col_double(),
## .. OMENRUP_PELL_FULLTIME = col_double(),
## .. OMENRYP_PELL_PARTTIME = col_double(),
## .. OMENRAP_PELL_PARTTIME = col_double(),
## .. OMAWDP8_PELL_PARTTIME = col_double(),
## .. OMENRUP_PELL_PARTTIME = col_double(),
## .. OMACHT8_PELL_FTFT = col_double(),
## .. OMAWDP8_PELL_FTFT = col_double(),
## .. OMENRYP8_PELL_FTFT = col_double(),
## .. OMENRAP8_PELL_FTFT = col_double(),
## .. OMENRUP8_PELL_FTFT = col_double(),
## .. OMACHT8_PELL_PTFT = col_double(),
## .. OMAWDP8_PELL_PTFT = col_double(),
## .. OMENRYP8_PELL_PTFT = col_double(),
## .. OMENRAP8_PELL_PTFT = col_double(),
## .. OMENRUP8_PELL_PTFT = col_double(),
## .. OMACHT8_PELL_FTNFT = col_double(),
## .. OMAWDP8_PELL_FTNFT = col_double(),
## .. OMENRYP8_PELL_FTNFT = col_double(),
## .. OMENRAP8_PELL_FTNFT = col_double(),
## .. OMENRUP8_PELL_FTNFT = col_double(),
## .. OMACHT8_PELL_PTNFT = col_double(),
## .. OMAWDP8_PELL_PTNFT = col_double(),
## .. OMENRYP8_PELL_PTNFT = col_double(),
## .. OMENRAP8_PELL_PTNFT = col_double(),
## .. OMENRUP8_PELL_PTNFT = col_double(),
## .. OMACHT8_PELL_FTFT_POOLED = col_double(),
## .. OMACHT8_PELL_PTFT_POOLED = col_double(),
## .. OMACHT8_PELL_FTNFT_POOLED = col_double(),
## .. OMACHT8_PELL_PTNFT_POOLED = col_double(),
## .. OMAWDP8_PELL_FTFT_POOLED = col_double(),
## .. OMENRYP8_PELL_FTFT_POOLED = col_double(),
## .. OMENRAP8_PELL_FTFT_POOLED = col_double(),
## .. OMENRUP8_PELL_FTFT_POOLED = col_double(),
## .. OMAWDP8_PELL_PTFT_POOLED = col_double(),
## .. OMENRYP8_PELL_PTFT_POOLED = col_double(),
## .. OMENRAP8_PELL_PTFT_POOLED = col_double(),
## .. OMENRUP8_PELL_PTFT_POOLED = col_double(),
## .. OMAWDP8_PELL_FTNFT_POOLED = col_double(),
## .. OMENRYP8_PELL_FTNFT_POOLED = col_double(),
## .. OMENRAP8_PELL_FTNFT_POOLED = col_double(),
## .. OMENRUP8_PELL_FTNFT_POOLED = col_double(),
## .. OMAWDP8_PELL_PTNFT_POOLED = col_double(),
## .. OMENRYP8_PELL_PTNFT_POOLED = col_double(),
## .. OMENRAP8_PELL_PTNFT_POOLED = col_double(),
## .. OMENRUP8_PELL_PTNFT_POOLED = col_double(),
## .. OMENRYP_PELL_ALL_POOLED = col_double(),
## .. OMENRAP_PELL_ALL_POOLED = col_double(),
## .. OMAWDP8_PELL_ALL_POOLED = col_double(),
## .. OMENRUP_PELL_ALL_POOLED = col_double(),
## .. OMENRYP_PELL_FTT_POOLED = col_double(),
## .. OMENRAP_PELL_FTT_POOLED = col_double(),
## .. OMAWDP8_PELL_FTT_POOLED = col_double(),
## .. OMENRUP_PELL_FTT_POOLED = col_double(),
## .. OMENRYP_PELL_NFT_POOLED = col_double(),
## .. OMENRAP_PELL_NFT_POOLED = col_double(),
## .. OMAWDP8_PELL_NFT_POOLED = col_double(),
## .. OMENRUP_PELL_NFT_POOLED = col_double(),
## .. OMENRYP_PELL_FT_POOLED = col_double(),
## .. OMENRAP_PELL_FT_POOLED = col_double(),
## .. OMAWDP8_PELL_FT_POOLED = col_double(),
## .. OMENRUP_PELL_FT_POOLED = col_double(),
## .. OMENRYP_PELL_PT_POOLED = col_double(),
## .. OMENRAP_PELL_PT_POOLED = col_double(),
## .. OMAWDP8_PELL_PT_POOLED = col_double(),
## .. OMENRUP_PELL_PT_POOLED = col_double(),
## .. POOLYRSOM_PELL_FTFT = col_double(),
## .. POOLYRSOM_PELL_PTFT = col_double(),
## .. POOLYRSOM_PELL_FTNFT = col_double(),
## .. POOLYRSOM_PELL_PTNFT = col_double(),
## .. POOLYRSOM_PELL_ALL = col_double(),
## .. POOLYRSOM_PELL_FIRSTTIME = col_double(),
## .. POOLYRSOM_PELL_NOTFIRSTTIME = col_double(),
## .. POOLYRSOM_PELL_FULLTIME = col_double(),
## .. POOLYRSOM_PELL_PARTTIME = col_double(),
## .. OMAWDP8_PELL_FTFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_PELL_FTFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_PELL_FTFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_PELL_FTFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_PTFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_PELL_PTFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_PELL_PTFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_PELL_PTFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_FTNFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_PELL_FTNFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_PELL_FTNFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_PELL_FTNFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_PTNFT_POOLED_SUPP = col_character(),
## .. OMENRYP8_PELL_PTNFT_POOLED_SUPP = col_character(),
## .. OMENRAP8_PELL_PTNFT_POOLED_SUPP = col_character(),
## .. OMENRUP8_PELL_PTNFT_POOLED_SUPP = col_character(),
## .. OMENRYP_PELL_ALL_POOLED_SUPP = col_character(),
## .. OMENRAP_PELL_ALL_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_ALL_POOLED_SUPP = col_character(),
## .. OMENRUP_PELL_ALL_POOLED_SUPP = col_character(),
## .. OMENRYP_PELL_FTT_POOLED_SUPP = col_character(),
## .. OMENRAP_PELL_FTT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_FTT_POOLED_SUPP = col_character(),
## .. OMENRUP_PELL_FTT_POOLED_SUPP = col_character(),
## .. OMENRYP_PELL_NFT_POOLED_SUPP = col_character(),
## .. OMENRAP_PELL_NFT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_NFT_POOLED_SUPP = col_character(),
## .. OMENRUP_PELL_NFT_POOLED_SUPP = col_character(),
## .. OMENRYP_PELL_FT_POOLED_SUPP = col_character(),
## .. OMENRAP_PELL_FT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_FT_POOLED_SUPP = col_character(),
## .. OMENRUP_PELL_FT_POOLED_SUPP = col_character(),
## .. OMENRYP_PELL_PT_POOLED_SUPP = col_character(),
## .. OMENRAP_PELL_PT_POOLED_SUPP = col_character(),
## .. OMAWDP8_PELL_PT_POOLED_SUPP = col_character(),
## .. OMENRUP_PELL_PT_POOLED_SUPP = col_character(),
## .. BBRR1_FED_IND_N = col_character(),
## .. BBRR1_FED_IND_DFLT = col_character(),
## .. BBRR1_FED_IND_DLNQ = col_character(),
## .. BBRR1_FED_IND_FBR = col_character(),
## .. BBRR1_FED_IND_DFR = col_character(),
## .. BBRR1_FED_IND_NOPROG = col_character(),
## .. BBRR1_FED_IND_MAKEPROG = col_character(),
## .. BBRR1_FED_IND_PAIDINFULL = col_character(),
## .. BBRR1_FED_IND_DISCHARGE = col_character(),
## .. BBRR1_FED_DEP_N = col_character(),
## .. BBRR1_FED_DEP_DFLT = col_character(),
## .. BBRR1_FED_DEP_DLNQ = col_character(),
## .. BBRR1_FED_DEP_FBR = col_character(),
## .. BBRR1_FED_DEP_DFR = col_character(),
## .. BBRR1_FED_DEP_NOPROG = col_character(),
## .. BBRR1_FED_DEP_MAKEPROG = col_character(),
## .. BBRR1_FED_DEP_PAIDINFULL = col_character(),
## .. BBRR1_FED_DEP_DISCHARGE = col_character(),
## .. BBRR1_FED_PELL_N = col_character(),
## .. BBRR1_FED_PELL_DFLT = col_character(),
## .. BBRR1_FED_PELL_DLNQ = col_character(),
## .. BBRR1_FED_PELL_FBR = col_character(),
## .. BBRR1_FED_PELL_DFR = col_character(),
## .. BBRR1_FED_PELL_NOPROG = col_character(),
## .. BBRR1_FED_PELL_MAKEPROG = col_character(),
## .. BBRR1_FED_PELL_PAIDINFULL = col_character(),
## .. BBRR1_FED_PELL_DISCHARGE = col_character(),
## .. BBRR1_FED_NOPELL_N = col_character(),
## .. BBRR1_FED_NOPELL_DFLT = col_character(),
## .. BBRR1_FED_NOPELL_DLNQ = col_character(),
## .. BBRR1_FED_NOPELL_FBR = col_character(),
## .. BBRR1_FED_NOPELL_DFR = col_character(),
## .. BBRR1_FED_NOPELL_NOPROG = col_character(),
## .. BBRR1_FED_NOPELL_MAKEPROG = col_character(),
## .. BBRR1_FED_NOPELL_PAIDINFULL = col_character(),
## .. BBRR1_FED_NOPELL_DISCHARGE = col_character(),
## .. BBRR1_FED_MALE_N = col_character(),
## .. BBRR1_FED_MALE_DFLT = col_character(),
## .. BBRR1_FED_MALE_DLNQ = col_character(),
## .. BBRR1_FED_MALE_FBR = col_character(),
## .. BBRR1_FED_MALE_DFR = col_character(),
## .. BBRR1_FED_MALE_NOPROG = col_character(),
## .. BBRR1_FED_MALE_MAKEPROG = col_character(),
## .. BBRR1_FED_MALE_PAIDINFULL = col_character(),
## .. BBRR1_FED_MALE_DISCHARGE = col_character(),
## .. BBRR1_FED_NOMALE_N = col_character(),
## .. BBRR1_FED_NOMALE_DFLT = col_character(),
## .. BBRR1_FED_NOMALE_DLNQ = col_character(),
## .. BBRR1_FED_NOMALE_FBR = col_character(),
## .. BBRR1_FED_NOMALE_DFR = col_character(),
## .. BBRR1_FED_NOMALE_NOPROG = col_character(),
## .. BBRR1_FED_NOMALE_MAKEPROG = col_character(),
## .. BBRR1_FED_NOMALE_PAIDINFULL = col_character(),
## .. BBRR1_FED_NOMALE_DISCHARGE = col_character(),
## .. BBRR1_PP_IND_N = col_character(),
## .. BBRR1_PP_IND_DFLT = col_character(),
## .. BBRR1_PP_IND_DLNQ = col_character(),
## .. BBRR1_PP_IND_FBR = col_character(),
## .. BBRR1_PP_IND_DFR = col_character(),
## .. BBRR1_PP_IND_NOPROG = col_character(),
## .. BBRR1_PP_IND_MAKEPROG = col_character(),
## .. BBRR1_PP_IND_PAIDINFULL = col_character(),
## .. BBRR1_PP_IND_DISCHARGE = col_character(),
## .. BBRR1_PP_DEP_N = col_character(),
## .. BBRR1_PP_DEP_DFLT = col_character(),
## .. BBRR1_PP_DEP_DLNQ = col_character(),
## .. BBRR1_PP_DEP_FBR = col_character(),
## .. BBRR1_PP_DEP_DFR = col_character(),
## .. BBRR1_PP_DEP_NOPROG = col_character(),
## .. BBRR1_PP_DEP_MAKEPROG = col_character(),
## .. BBRR1_PP_DEP_PAIDINFULL = col_character(),
## .. BBRR1_PP_DEP_DISCHARGE = col_character(),
## .. BBRR1_PP_PELL_N = col_character(),
## .. BBRR1_PP_PELL_DFLT = col_character(),
## .. BBRR1_PP_PELL_DLNQ = col_character(),
## .. BBRR1_PP_PELL_FBR = col_character(),
## .. BBRR1_PP_PELL_DFR = col_character(),
## .. BBRR1_PP_PELL_NOPROG = col_character(),
## .. BBRR1_PP_PELL_MAKEPROG = col_character(),
## .. BBRR1_PP_PELL_PAIDINFULL = col_character(),
## .. BBRR1_PP_PELL_DISCHARGE = col_character(),
## .. BBRR1_PP_NOPELL_N = col_character(),
## .. BBRR1_PP_NOPELL_DFLT = col_character(),
## .. BBRR1_PP_NOPELL_DLNQ = col_character(),
## .. BBRR1_PP_NOPELL_FBR = col_character(),
## .. BBRR1_PP_NOPELL_DFR = col_character(),
## .. BBRR1_PP_NOPELL_NOPROG = col_character(),
## .. BBRR1_PP_NOPELL_MAKEPROG = col_character(),
## .. BBRR1_PP_NOPELL_PAIDINFULL = col_character(),
## .. BBRR1_PP_NOPELL_DISCHARGE = col_character(),
## .. BBRR1_PP_MALE_N = col_character(),
## .. BBRR1_PP_MALE_DFLT = col_character(),
## .. BBRR1_PP_MALE_DLNQ = col_character(),
## .. BBRR1_PP_MALE_FBR = col_character(),
## .. BBRR1_PP_MALE_DFR = col_character(),
## .. BBRR1_PP_MALE_NOPROG = col_character(),
## .. BBRR1_PP_MALE_MAKEPROG = col_character(),
## .. BBRR1_PP_MALE_PAIDINFULL = col_character(),
## .. BBRR1_PP_MALE_DISCHARGE = col_character(),
## .. BBRR1_PP_NOMALE_N = col_character(),
## .. BBRR1_PP_NOMALE_DFLT = col_character(),
## .. BBRR1_PP_NOMALE_DLNQ = col_character(),
## .. BBRR1_PP_NOMALE_FBR = col_character(),
## .. BBRR1_PP_NOMALE_DFR = col_character(),
## .. BBRR1_PP_NOMALE_NOPROG = col_character(),
## .. BBRR1_PP_NOMALE_MAKEPROG = col_character(),
## .. BBRR1_PP_NOMALE_PAIDINFULL = col_character(),
## .. BBRR1_PP_NOMALE_DISCHARGE = col_character(),
## .. BBRR2_FED_IND_N = col_character(),
## .. BBRR2_FED_IND_DFLT = col_character(),
## .. BBRR2_FED_IND_DLNQ = col_character(),
## .. BBRR2_FED_IND_FBR = col_character(),
## .. BBRR2_FED_IND_DFR = col_character(),
## .. BBRR2_FED_IND_NOPROG = col_character(),
## .. BBRR2_FED_IND_MAKEPROG = col_character(),
## .. BBRR2_FED_IND_PAIDINFULL = col_character(),
## .. BBRR2_FED_IND_DISCHARGE = col_character(),
## .. BBRR2_FED_DEP_N = col_character(),
## .. BBRR2_FED_DEP_DFLT = col_character(),
## .. BBRR2_FED_DEP_DLNQ = col_character(),
## .. BBRR2_FED_DEP_FBR = col_character(),
## .. BBRR2_FED_DEP_DFR = col_character(),
## .. BBRR2_FED_DEP_NOPROG = col_character(),
## .. BBRR2_FED_DEP_MAKEPROG = col_character(),
## .. BBRR2_FED_DEP_PAIDINFULL = col_character(),
## .. BBRR2_FED_DEP_DISCHARGE = col_character(),
## .. BBRR2_FED_PELL_N = col_character(),
## .. BBRR2_FED_PELL_DFLT = col_character(),
## .. BBRR2_FED_PELL_DLNQ = col_character(),
## .. BBRR2_FED_PELL_FBR = col_character(),
## .. BBRR2_FED_PELL_DFR = col_character(),
## .. BBRR2_FED_PELL_NOPROG = col_character(),
## .. BBRR2_FED_PELL_MAKEPROG = col_character(),
## .. BBRR2_FED_PELL_PAIDINFULL = col_character(),
## .. BBRR2_FED_PELL_DISCHARGE = col_character(),
## .. BBRR2_FED_NOPELL_N = col_character(),
## .. BBRR2_FED_NOPELL_DFLT = col_character(),
## .. BBRR2_FED_NOPELL_DLNQ = col_character(),
## .. BBRR2_FED_NOPELL_FBR = col_character(),
## .. BBRR2_FED_NOPELL_DFR = col_character(),
## .. BBRR2_FED_NOPELL_NOPROG = col_character(),
## .. BBRR2_FED_NOPELL_MAKEPROG = col_character(),
## .. BBRR2_FED_NOPELL_PAIDINFULL = col_character(),
## .. BBRR2_FED_NOPELL_DISCHARGE = col_character(),
## .. BBRR2_FED_MALE_N = col_character(),
## .. BBRR2_FED_MALE_DFLT = col_character(),
## .. BBRR2_FED_MALE_DLNQ = col_character(),
## .. BBRR2_FED_MALE_FBR = col_character(),
## .. BBRR2_FED_MALE_DFR = col_character(),
## .. BBRR2_FED_MALE_NOPROG = col_character(),
## .. BBRR2_FED_MALE_MAKEPROG = col_character(),
## .. BBRR2_FED_MALE_PAIDINFULL = col_character(),
## .. BBRR2_FED_MALE_DISCHARGE = col_character(),
## .. BBRR2_FED_NOMALE_N = col_character(),
## .. BBRR2_FED_NOMALE_DFLT = col_character(),
## .. BBRR2_FED_NOMALE_DLNQ = col_character(),
## .. BBRR2_FED_NOMALE_FBR = col_character(),
## .. BBRR2_FED_NOMALE_DFR = col_character(),
## .. BBRR2_FED_NOMALE_NOPROG = col_character(),
## .. BBRR2_FED_NOMALE_MAKEPROG = col_character(),
## .. BBRR2_FED_NOMALE_PAIDINFULL = col_character(),
## .. BBRR2_FED_NOMALE_DISCHARGE = col_character(),
## .. BBRR2_PP_IND_N = col_character(),
## .. BBRR2_PP_IND_DFLT = col_character(),
## .. BBRR2_PP_IND_DLNQ = col_character(),
## .. BBRR2_PP_IND_FBR = col_character(),
## .. BBRR2_PP_IND_DFR = col_character(),
## .. BBRR2_PP_IND_NOPROG = col_character(),
## .. BBRR2_PP_IND_MAKEPROG = col_character(),
## .. BBRR2_PP_IND_PAIDINFULL = col_character(),
## .. BBRR2_PP_IND_DISCHARGE = col_character(),
## .. BBRR2_PP_DEP_N = col_character(),
## .. BBRR2_PP_DEP_DFLT = col_character(),
## .. BBRR2_PP_DEP_DLNQ = col_character(),
## .. BBRR2_PP_DEP_FBR = col_character(),
## .. BBRR2_PP_DEP_DFR = col_character(),
## .. BBRR2_PP_DEP_NOPROG = col_character(),
## .. BBRR2_PP_DEP_MAKEPROG = col_character(),
## .. BBRR2_PP_DEP_PAIDINFULL = col_character(),
## .. BBRR2_PP_DEP_DISCHARGE = col_character(),
## .. BBRR2_PP_PELL_N = col_character(),
## .. BBRR2_PP_PELL_DFLT = col_character(),
## .. BBRR2_PP_PELL_DLNQ = col_character(),
## .. BBRR2_PP_PELL_FBR = col_character(),
## .. BBRR2_PP_PELL_DFR = col_character(),
## .. BBRR2_PP_PELL_NOPROG = col_character(),
## .. BBRR2_PP_PELL_MAKEPROG = col_character(),
## .. BBRR2_PP_PELL_PAIDINFULL = col_character(),
## .. BBRR2_PP_PELL_DISCHARGE = col_character(),
## .. BBRR2_PP_NOPELL_N = col_character(),
## .. BBRR2_PP_NOPELL_DFLT = col_character(),
## .. BBRR2_PP_NOPELL_DLNQ = col_character(),
## .. BBRR2_PP_NOPELL_FBR = col_character(),
## .. BBRR2_PP_NOPELL_DFR = col_character(),
## .. BBRR2_PP_NOPELL_NOPROG = col_character(),
## .. BBRR2_PP_NOPELL_MAKEPROG = col_character(),
## .. BBRR2_PP_NOPELL_PAIDINFULL = col_character(),
## .. BBRR2_PP_NOPELL_DISCHARGE = col_character(),
## .. BBRR2_PP_MALE_N = col_character(),
## .. BBRR2_PP_MALE_DFLT = col_character(),
## .. BBRR2_PP_MALE_DLNQ = col_character(),
## .. BBRR2_PP_MALE_FBR = col_character(),
## .. BBRR2_PP_MALE_DFR = col_character(),
## .. BBRR2_PP_MALE_NOPROG = col_character(),
## .. BBRR2_PP_MALE_MAKEPROG = col_character(),
## .. BBRR2_PP_MALE_PAIDINFULL = col_character(),
## .. BBRR2_PP_MALE_DISCHARGE = col_character(),
## .. BBRR2_PP_NOMALE_N = col_character(),
## .. BBRR2_PP_NOMALE_DFLT = col_character(),
## .. BBRR2_PP_NOMALE_DLNQ = col_character(),
## .. BBRR2_PP_NOMALE_FBR = col_character(),
## .. BBRR2_PP_NOMALE_DFR = col_character(),
## .. BBRR2_PP_NOMALE_NOPROG = col_character(),
## .. BBRR2_PP_NOMALE_MAKEPROG = col_character(),
## .. BBRR2_PP_NOMALE_PAIDINFULL = col_character(),
## .. BBRR2_PP_NOMALE_DISCHARGE = col_character(),
## .. BBRR3_FED_UG_N = col_character(),
## .. BBRR3_FED_UG_DFLT = col_character(),
## .. BBRR3_FED_UG_DLNQ = col_character(),
## .. BBRR3_FED_UG_FBR = col_character(),
## .. BBRR3_FED_UG_DFR = col_character(),
## .. BBRR3_FED_UG_NOPROG = col_character(),
## .. BBRR3_FED_UG_MAKEPROG = col_character(),
## .. BBRR3_FED_UG_PAIDINFULL = col_character(),
## .. BBRR3_FED_UG_DISCHARGE = col_character(),
## .. BBRR3_FED_UGCOMP_N = col_character(),
## .. BBRR3_FED_UGCOMP_DFLT = col_character(),
## .. BBRR3_FED_UGCOMP_DLNQ = col_character(),
## .. BBRR3_FED_UGCOMP_FBR = col_character(),
## .. BBRR3_FED_UGCOMP_DFR = col_character(),
## .. BBRR3_FED_UGCOMP_NOPROG = col_character(),
## .. BBRR3_FED_UGCOMP_MAKEPROG = col_character(),
## .. BBRR3_FED_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR3_FED_UGCOMP_DISCHARGE = col_character(),
## .. BBRR3_FED_UGNOCOMP_N = col_character(),
## .. BBRR3_FED_UGNOCOMP_DFLT = col_character(),
## .. BBRR3_FED_UGNOCOMP_DLNQ = col_character(),
## .. BBRR3_FED_UGNOCOMP_FBR = col_character(),
## .. BBRR3_FED_UGNOCOMP_DFR = col_character(),
## .. BBRR3_FED_UGNOCOMP_NOPROG = col_character(),
## .. BBRR3_FED_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR3_FED_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR3_FED_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR3_FED_UGUNK_N = col_character(),
## .. BBRR3_FED_UGUNK_DFLT = col_character(),
## .. BBRR3_FED_UGUNK_DLNQ = col_character(),
## .. BBRR3_FED_UGUNK_FBR = col_character(),
## .. BBRR3_FED_UGUNK_DFR = col_character(),
## .. BBRR3_FED_UGUNK_NOPROG = col_character(),
## .. BBRR3_FED_UGUNK_MAKEPROG = col_character(),
## .. BBRR3_FED_UGUNK_PAIDINFULL = col_character(),
## .. BBRR3_FED_UGUNK_DISCHARGE = col_character(),
## .. BBRR3_FED_GR_N = col_character(),
## .. BBRR3_FED_GR_DFLT = col_character(),
## .. BBRR3_FED_GR_DLNQ = col_character(),
## .. BBRR3_FED_GR_FBR = col_character(),
## .. BBRR3_FED_GR_DFR = col_character(),
## .. BBRR3_FED_GR_NOPROG = col_character(),
## .. BBRR3_FED_GR_MAKEPROG = col_character(),
## .. BBRR3_FED_GR_PAIDINFULL = col_character(),
## .. BBRR3_FED_GR_DISCHARGE = col_character(),
## .. BBRR3_FED_GRCOMP_N = col_character(),
## .. BBRR3_FED_GRCOMP_DFLT = col_character(),
## .. BBRR3_FED_GRCOMP_DLNQ = col_character(),
## .. BBRR3_FED_GRCOMP_FBR = col_character(),
## .. BBRR3_FED_GRCOMP_DFR = col_character(),
## .. BBRR3_FED_GRCOMP_NOPROG = col_character(),
## .. BBRR3_FED_GRCOMP_MAKEPROG = col_character(),
## .. BBRR3_FED_GRCOMP_PAIDINFULL = col_character(),
## .. BBRR3_FED_GRCOMP_DISCHARGE = col_character(),
## .. BBRR3_FED_GRNOCOMP_N = col_character(),
## .. BBRR3_FED_GRNOCOMP_DFLT = col_character(),
## .. BBRR3_FED_GRNOCOMP_DLNQ = col_character(),
## .. BBRR3_FED_GRNOCOMP_FBR = col_character(),
## .. BBRR3_FED_GRNOCOMP_DFR = col_character(),
## .. BBRR3_FED_GRNOCOMP_NOPROG = col_character(),
## .. BBRR3_FED_GRNOCOMP_MAKEPROG = col_character(),
## .. BBRR3_FED_GRNOCOMP_PAIDINFULL = col_character(),
## .. BBRR3_FED_GRNOCOMP_DISCHARGE = col_character(),
## .. BBRR3_PP_UG_N = col_character(),
## .. BBRR3_PP_UG_DFLT = col_character(),
## .. BBRR3_PP_UG_DLNQ = col_character(),
## .. BBRR3_PP_UG_FBR = col_character(),
## .. BBRR3_PP_UG_DFR = col_character(),
## .. BBRR3_PP_UG_NOPROG = col_character(),
## .. BBRR3_PP_UG_MAKEPROG = col_character(),
## .. BBRR3_PP_UG_PAIDINFULL = col_character(),
## .. BBRR3_PP_UG_DISCHARGE = col_character(),
## .. BBRR3_PP_UGCOMP_N = col_character(),
## .. BBRR3_PP_UGCOMP_DFLT = col_character(),
## .. BBRR3_PP_UGCOMP_DLNQ = col_character(),
## .. BBRR3_PP_UGCOMP_FBR = col_character(),
## .. BBRR3_PP_UGCOMP_DFR = col_character(),
## .. BBRR3_PP_UGCOMP_NOPROG = col_character(),
## .. BBRR3_PP_UGCOMP_MAKEPROG = col_character(),
## .. BBRR3_PP_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR3_PP_UGCOMP_DISCHARGE = col_character(),
## .. BBRR3_PP_UGNOCOMP_N = col_character(),
## .. BBRR3_PP_UGNOCOMP_DFLT = col_character(),
## .. BBRR3_PP_UGNOCOMP_DLNQ = col_character(),
## .. BBRR3_PP_UGNOCOMP_FBR = col_character(),
## .. BBRR3_PP_UGNOCOMP_DFR = col_character(),
## .. BBRR3_PP_UGNOCOMP_NOPROG = col_character(),
## .. BBRR3_PP_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR3_PP_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR3_PP_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR3_PP_UGUNK_N = col_character(),
## .. BBRR3_PP_UGUNK_DFLT = col_character(),
## .. BBRR3_PP_UGUNK_DLNQ = col_character(),
## .. BBRR3_PP_UGUNK_FBR = col_character(),
## .. BBRR3_PP_UGUNK_DFR = col_character(),
## .. BBRR3_PP_UGUNK_NOPROG = col_character(),
## .. BBRR3_PP_UGUNK_MAKEPROG = col_character(),
## .. BBRR3_PP_UGUNK_PAIDINFULL = col_character(),
## .. BBRR3_PP_UGUNK_DISCHARGE = col_character(),
## .. BBRR3_FED_IND_N = col_character(),
## .. BBRR3_FED_IND_DFLT = col_character(),
## .. BBRR3_FED_IND_DLNQ = col_character(),
## .. BBRR3_FED_IND_FBR = col_character(),
## .. BBRR3_FED_IND_DFR = col_character(),
## .. BBRR3_FED_IND_NOPROG = col_character(),
## .. BBRR3_FED_IND_MAKEPROG = col_character(),
## .. BBRR3_FED_IND_PAIDINFULL = col_character(),
## .. BBRR3_FED_IND_DISCHARGE = col_character(),
## .. BBRR3_FED_DEP_N = col_character(),
## .. BBRR3_FED_DEP_DFLT = col_character(),
## .. BBRR3_FED_DEP_DLNQ = col_character(),
## .. BBRR3_FED_DEP_FBR = col_character(),
## .. BBRR3_FED_DEP_DFR = col_character(),
## .. BBRR3_FED_DEP_NOPROG = col_character(),
## .. BBRR3_FED_DEP_MAKEPROG = col_character(),
## .. BBRR3_FED_DEP_PAIDINFULL = col_character(),
## .. BBRR3_FED_DEP_DISCHARGE = col_character(),
## .. BBRR3_FED_PELL_N = col_character(),
## .. BBRR3_FED_PELL_DFLT = col_character(),
## .. BBRR3_FED_PELL_DLNQ = col_character(),
## .. BBRR3_FED_PELL_FBR = col_character(),
## .. BBRR3_FED_PELL_DFR = col_character(),
## .. BBRR3_FED_PELL_NOPROG = col_character(),
## .. BBRR3_FED_PELL_MAKEPROG = col_character(),
## .. BBRR3_FED_PELL_PAIDINFULL = col_character(),
## .. BBRR3_FED_PELL_DISCHARGE = col_character(),
## .. BBRR3_FED_NOPELL_N = col_character(),
## .. BBRR3_FED_NOPELL_DFLT = col_character(),
## .. BBRR3_FED_NOPELL_DLNQ = col_character(),
## .. BBRR3_FED_NOPELL_FBR = col_character(),
## .. BBRR3_FED_NOPELL_DFR = col_character(),
## .. BBRR3_FED_NOPELL_NOPROG = col_character(),
## .. BBRR3_FED_NOPELL_MAKEPROG = col_character(),
## .. BBRR3_FED_NOPELL_PAIDINFULL = col_character(),
## .. BBRR3_FED_NOPELL_DISCHARGE = col_character(),
## .. BBRR3_FED_MALE_N = col_character(),
## .. BBRR3_FED_MALE_DFLT = col_character(),
## .. BBRR3_FED_MALE_DLNQ = col_character(),
## .. BBRR3_FED_MALE_FBR = col_character(),
## .. BBRR3_FED_MALE_DFR = col_character(),
## .. BBRR3_FED_MALE_NOPROG = col_character(),
## .. BBRR3_FED_MALE_MAKEPROG = col_character(),
## .. BBRR3_FED_MALE_PAIDINFULL = col_character(),
## .. BBRR3_FED_MALE_DISCHARGE = col_character(),
## .. BBRR3_FED_NOMALE_N = col_character(),
## .. BBRR3_FED_NOMALE_DFLT = col_character(),
## .. BBRR3_FED_NOMALE_DLNQ = col_character(),
## .. BBRR3_FED_NOMALE_FBR = col_character(),
## .. BBRR3_FED_NOMALE_DFR = col_character(),
## .. BBRR3_FED_NOMALE_NOPROG = col_character(),
## .. BBRR3_FED_NOMALE_MAKEPROG = col_character(),
## .. BBRR3_FED_NOMALE_PAIDINFULL = col_character(),
## .. BBRR3_FED_NOMALE_DISCHARGE = col_character(),
## .. BBRR3_PP_IND_N = col_character(),
## .. BBRR3_PP_IND_DFLT = col_character(),
## .. BBRR3_PP_IND_DLNQ = col_character(),
## .. BBRR3_PP_IND_FBR = col_character(),
## .. BBRR3_PP_IND_DFR = col_character(),
## .. BBRR3_PP_IND_NOPROG = col_character(),
## .. BBRR3_PP_IND_MAKEPROG = col_character(),
## .. BBRR3_PP_IND_PAIDINFULL = col_character(),
## .. BBRR3_PP_IND_DISCHARGE = col_character(),
## .. BBRR3_PP_DEP_N = col_character(),
## .. BBRR3_PP_DEP_DFLT = col_character(),
## .. BBRR3_PP_DEP_DLNQ = col_character(),
## .. BBRR3_PP_DEP_FBR = col_character(),
## .. BBRR3_PP_DEP_DFR = col_character(),
## .. BBRR3_PP_DEP_NOPROG = col_character(),
## .. BBRR3_PP_DEP_MAKEPROG = col_character(),
## .. BBRR3_PP_DEP_PAIDINFULL = col_character(),
## .. BBRR3_PP_DEP_DISCHARGE = col_character(),
## .. BBRR3_PP_PELL_N = col_character(),
## .. BBRR3_PP_PELL_DFLT = col_character(),
## .. BBRR3_PP_PELL_DLNQ = col_character(),
## .. BBRR3_PP_PELL_FBR = col_character(),
## .. BBRR3_PP_PELL_DFR = col_character(),
## .. BBRR3_PP_PELL_NOPROG = col_character(),
## .. BBRR3_PP_PELL_MAKEPROG = col_character(),
## .. BBRR3_PP_PELL_PAIDINFULL = col_character(),
## .. BBRR3_PP_PELL_DISCHARGE = col_character(),
## .. BBRR3_PP_NOPELL_N = col_character(),
## .. BBRR3_PP_NOPELL_DFLT = col_character(),
## .. BBRR3_PP_NOPELL_DLNQ = col_character(),
## .. BBRR3_PP_NOPELL_FBR = col_character(),
## .. BBRR3_PP_NOPELL_DFR = col_character(),
## .. BBRR3_PP_NOPELL_NOPROG = col_character(),
## .. BBRR3_PP_NOPELL_MAKEPROG = col_character(),
## .. BBRR3_PP_NOPELL_PAIDINFULL = col_character(),
## .. BBRR3_PP_NOPELL_DISCHARGE = col_character(),
## .. BBRR3_PP_MALE_N = col_character(),
## .. BBRR3_PP_MALE_DFLT = col_character(),
## .. BBRR3_PP_MALE_DLNQ = col_character(),
## .. BBRR3_PP_MALE_FBR = col_character(),
## .. BBRR3_PP_MALE_DFR = col_character(),
## .. BBRR3_PP_MALE_NOPROG = col_character(),
## .. BBRR3_PP_MALE_MAKEPROG = col_character(),
## .. BBRR3_PP_MALE_PAIDINFULL = col_character(),
## .. BBRR3_PP_MALE_DISCHARGE = col_character(),
## .. BBRR3_PP_NOMALE_N = col_character(),
## .. BBRR3_PP_NOMALE_DFLT = col_character(),
## .. BBRR3_PP_NOMALE_DLNQ = col_character(),
## .. BBRR3_PP_NOMALE_FBR = col_character(),
## .. BBRR3_PP_NOMALE_DFR = col_character(),
## .. BBRR3_PP_NOMALE_NOPROG = col_character(),
## .. BBRR3_PP_NOMALE_MAKEPROG = col_character(),
## .. BBRR3_PP_NOMALE_PAIDINFULL = col_character(),
## .. BBRR3_PP_NOMALE_DISCHARGE = col_character(),
## .. COUNT_NWNE_1YR = col_double(),
## .. COUNT_WNE_1YR = col_double(),
## .. CNTOVER150_1YR = col_double(),
## .. GT_THRESHOLD_P6 = col_double(),
## .. GT_THRESHOLD_P6_SUPP = col_character(),
## .. MD_EARN_WNE_INC1_P6 = col_double(),
## .. MD_EARN_WNE_INC2_P6 = col_double(),
## .. MD_EARN_WNE_INC3_P6 = col_double(),
## .. MD_EARN_WNE_INDEP1_P6 = col_double(),
## .. MD_EARN_WNE_INDEP0_P6 = col_double(),
## .. MD_EARN_WNE_MALE0_P6 = col_double(),
## .. MD_EARN_WNE_MALE1_P6 = col_double(),
## .. GT_THRESHOLD_P8 = col_double(),
## .. COUNT_WNE_INC1_P8 = col_double(),
## .. MD_EARN_WNE_INC1_P8 = col_double(),
## .. COUNT_WNE_INC2_P8 = col_double(),
## .. MD_EARN_WNE_INC2_P8 = col_double(),
## .. COUNT_WNE_INC3_P8 = col_double(),
## .. MD_EARN_WNE_INC3_P8 = col_double(),
## .. COUNT_WNE_INDEP1_P8 = col_double(),
## .. MD_EARN_WNE_INDEP1_P8 = col_double(),
## .. COUNT_WNE_INDEP0_P8 = col_double(),
## .. MD_EARN_WNE_INDEP0_P8 = col_double(),
## .. COUNT_WNE_MALE0_P8 = col_double(),
## .. MD_EARN_WNE_MALE0_P8 = col_double(),
## .. COUNT_WNE_MALE1_P8 = col_double(),
## .. MD_EARN_WNE_MALE1_P8 = col_double(),
## .. GT_THRESHOLD_P10 = col_double(),
## .. MD_EARN_WNE_INC1_P10 = col_double(),
## .. MD_EARN_WNE_INC2_P10 = col_double(),
## .. MD_EARN_WNE_INC3_P10 = col_double(),
## .. MD_EARN_WNE_INDEP1_P10 = col_double(),
## .. MD_EARN_WNE_INDEP0_P10 = col_double(),
## .. MD_EARN_WNE_MALE0_P10 = col_double(),
## .. MD_EARN_WNE_MALE1_P10 = col_double(),
## .. STUFACR = col_double(),
## .. IRPS_2MOR = col_double(),
## .. IRPS_AIAN = col_double(),
## .. IRPS_ASIAN = col_double(),
## .. IRPS_BLACK = col_double(),
## .. IRPS_HISP = col_double(),
## .. IRPS_NHPI = col_double(),
## .. IRPS_NRA = col_double(),
## .. IRPS_UNKN = col_double(),
## .. IRPS_WHITE = col_double(),
## .. IRPS_WOMEN = col_double(),
## .. IRPS_MEN = col_double(),
## .. MD_EARN_WNE_1YR = col_double(),
## .. GT_THRESHOLD_1YR = col_double(),
## .. COUNT_NWNE_4YR = col_double(),
## .. COUNT_WNE_4YR = col_double(),
## .. MD_EARN_WNE_4YR = col_double(),
## .. GT_THRESHOLD_4YR = col_double(),
## .. BBRR4_FED_UG_N = col_character(),
## .. BBRR4_FED_UG_DFLT = col_character(),
## .. BBRR4_FED_UG_DLNQ = col_character(),
## .. BBRR4_FED_UG_FBR = col_character(),
## .. BBRR4_FED_UG_DFR = col_character(),
## .. BBRR4_FED_UG_NOPROG = col_character(),
## .. BBRR4_FED_UG_MAKEPROG = col_character(),
## .. BBRR4_FED_UG_PAIDINFULL = col_character(),
## .. BBRR4_FED_UG_DISCHARGE = col_character(),
## .. BBRR4_FED_UGCOMP_N = col_character(),
## .. BBRR4_FED_UGCOMP_DFLT = col_character(),
## .. BBRR4_FED_UGCOMP_DLNQ = col_character(),
## .. BBRR4_FED_UGCOMP_FBR = col_character(),
## .. BBRR4_FED_UGCOMP_DFR = col_character(),
## .. BBRR4_FED_UGCOMP_NOPROG = col_character(),
## .. BBRR4_FED_UGCOMP_MAKEPROG = col_character(),
## .. BBRR4_FED_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR4_FED_UGCOMP_DISCHARGE = col_character(),
## .. BBRR4_FED_UGNOCOMP_N = col_character(),
## .. BBRR4_FED_UGNOCOMP_DFLT = col_character(),
## .. BBRR4_FED_UGNOCOMP_DLNQ = col_character(),
## .. BBRR4_FED_UGNOCOMP_FBR = col_character(),
## .. BBRR4_FED_UGNOCOMP_DFR = col_character(),
## .. BBRR4_FED_UGNOCOMP_NOPROG = col_character(),
## .. BBRR4_FED_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR4_FED_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR4_FED_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR4_FED_UGUNK_N = col_character(),
## .. BBRR4_FED_UGUNK_DFLT = col_character(),
## .. BBRR4_FED_UGUNK_DLNQ = col_character(),
## .. BBRR4_FED_UGUNK_FBR = col_character(),
## .. BBRR4_FED_UGUNK_DFR = col_character(),
## .. BBRR4_FED_UGUNK_NOPROG = col_character(),
## .. BBRR4_FED_UGUNK_MAKEPROG = col_character(),
## .. BBRR4_FED_UGUNK_PAIDINFULL = col_character(),
## .. BBRR4_FED_UGUNK_DISCHARGE = col_character(),
## .. BBRR4_FED_GR_N = col_character(),
## .. BBRR4_FED_GR_DFLT = col_character(),
## .. BBRR4_FED_GR_DLNQ = col_character(),
## .. BBRR4_FED_GR_FBR = col_character(),
## .. BBRR4_FED_GR_DFR = col_character(),
## .. BBRR4_FED_GR_NOPROG = col_character(),
## .. BBRR4_FED_GR_MAKEPROG = col_character(),
## .. BBRR4_FED_GR_PAIDINFULL = col_character(),
## .. BBRR4_FED_GR_DISCHARGE = col_character(),
## .. BBRR4_FED_GRCOMP_N = col_character(),
## .. BBRR4_FED_GRCOMP_DFLT = col_character(),
## .. BBRR4_FED_GRCOMP_DLNQ = col_character(),
## .. BBRR4_FED_GRCOMP_FBR = col_character(),
## .. BBRR4_FED_GRCOMP_DFR = col_character(),
## .. BBRR4_FED_GRCOMP_NOPROG = col_character(),
## .. BBRR4_FED_GRCOMP_MAKEPROG = col_character(),
## .. BBRR4_FED_GRCOMP_PAIDINFULL = col_character(),
## .. BBRR4_FED_GRCOMP_DISCHARGE = col_character(),
## .. BBRR4_FED_GRNOCOMP_N = col_character(),
## .. BBRR4_FED_GRNOCOMP_DFLT = col_character(),
## .. BBRR4_FED_GRNOCOMP_DLNQ = col_character(),
## .. BBRR4_FED_GRNOCOMP_FBR = col_character(),
## .. BBRR4_FED_GRNOCOMP_DFR = col_character(),
## .. BBRR4_FED_GRNOCOMP_NOPROG = col_character(),
## .. BBRR4_FED_GRNOCOMP_MAKEPROG = col_character(),
## .. BBRR4_FED_GRNOCOMP_PAIDINFULL = col_character(),
## .. BBRR4_FED_GRNOCOMP_DISCHARGE = col_character(),
## .. BBRR4_PP_UG_N = col_character(),
## .. BBRR4_PP_UG_DFLT = col_character(),
## .. BBRR4_PP_UG_DLNQ = col_character(),
## .. BBRR4_PP_UG_FBR = col_character(),
## .. BBRR4_PP_UG_DFR = col_character(),
## .. BBRR4_PP_UG_NOPROG = col_character(),
## .. BBRR4_PP_UG_MAKEPROG = col_character(),
## .. BBRR4_PP_UG_PAIDINFULL = col_character(),
## .. BBRR4_PP_UG_DISCHARGE = col_character(),
## .. BBRR4_PP_UGCOMP_N = col_character(),
## .. BBRR4_PP_UGCOMP_DFLT = col_character(),
## .. BBRR4_PP_UGCOMP_DLNQ = col_character(),
## .. BBRR4_PP_UGCOMP_FBR = col_character(),
## .. BBRR4_PP_UGCOMP_DFR = col_character(),
## .. BBRR4_PP_UGCOMP_NOPROG = col_character(),
## .. BBRR4_PP_UGCOMP_MAKEPROG = col_character(),
## .. BBRR4_PP_UGCOMP_PAIDINFULL = col_character(),
## .. BBRR4_PP_UGCOMP_DISCHARGE = col_character(),
## .. BBRR4_PP_UGNOCOMP_N = col_character(),
## .. BBRR4_PP_UGNOCOMP_DFLT = col_character(),
## .. BBRR4_PP_UGNOCOMP_DLNQ = col_character(),
## .. BBRR4_PP_UGNOCOMP_FBR = col_character(),
## .. BBRR4_PP_UGNOCOMP_DFR = col_character(),
## .. BBRR4_PP_UGNOCOMP_NOPROG = col_character(),
## .. BBRR4_PP_UGNOCOMP_MAKEPROG = col_character(),
## .. BBRR4_PP_UGNOCOMP_PAIDINFULL = col_character(),
## .. BBRR4_PP_UGNOCOMP_DISCHARGE = col_character(),
## .. BBRR4_PP_UGUNK_N = col_character(),
## .. BBRR4_PP_UGUNK_DFLT = col_character(),
## .. BBRR4_PP_UGUNK_DLNQ = col_character(),
## .. BBRR4_PP_UGUNK_FBR = col_character(),
## .. BBRR4_PP_UGUNK_DFR = col_character(),
## .. BBRR4_PP_UGUNK_NOPROG = col_character(),
## .. BBRR4_PP_UGUNK_MAKEPROG = col_character(),
## .. BBRR4_PP_UGUNK_PAIDINFULL = col_character(),
## .. BBRR4_PP_UGUNK_DISCHARGE = col_character(),
## .. BBRR4_FED_IND_N = col_character(),
## .. BBRR4_FED_IND_DFLT = col_character(),
## .. BBRR4_FED_IND_DLNQ = col_character(),
## .. BBRR4_FED_IND_FBR = col_character(),
## .. BBRR4_FED_IND_DFR = col_character(),
## .. BBRR4_FED_IND_NOPROG = col_character(),
## .. BBRR4_FED_IND_MAKEPROG = col_character(),
## .. BBRR4_FED_IND_PAIDINFULL = col_character(),
## .. BBRR4_FED_IND_DISCHARGE = col_character(),
## .. BBRR4_FED_DEP_N = col_character(),
## .. BBRR4_FED_DEP_DFLT = col_character(),
## .. BBRR4_FED_DEP_DLNQ = col_character(),
## .. BBRR4_FED_DEP_FBR = col_character(),
## .. BBRR4_FED_DEP_DFR = col_character(),
## .. BBRR4_FED_DEP_NOPROG = col_character(),
## .. BBRR4_FED_DEP_MAKEPROG = col_character(),
## .. BBRR4_FED_DEP_PAIDINFULL = col_character(),
## .. BBRR4_FED_DEP_DISCHARGE = col_character(),
## .. BBRR4_FED_PELL_N = col_character(),
## .. BBRR4_FED_PELL_DFLT = col_character(),
## .. BBRR4_FED_PELL_DLNQ = col_character(),
## .. BBRR4_FED_PELL_FBR = col_character(),
## .. BBRR4_FED_PELL_DFR = col_character(),
## .. BBRR4_FED_PELL_NOPROG = col_character(),
## .. BBRR4_FED_PELL_MAKEPROG = col_character(),
## .. BBRR4_FED_PELL_PAIDINFULL = col_character(),
## .. BBRR4_FED_PELL_DISCHARGE = col_character(),
## .. BBRR4_FED_NOPELL_N = col_character(),
## .. BBRR4_FED_NOPELL_DFLT = col_character(),
## .. BBRR4_FED_NOPELL_DLNQ = col_character(),
## .. BBRR4_FED_NOPELL_FBR = col_character(),
## .. BBRR4_FED_NOPELL_DFR = col_character(),
## .. BBRR4_FED_NOPELL_NOPROG = col_character(),
## .. BBRR4_FED_NOPELL_MAKEPROG = col_character(),
## .. BBRR4_FED_NOPELL_PAIDINFULL = col_character(),
## .. BBRR4_FED_NOPELL_DISCHARGE = col_character(),
## .. BBRR4_FED_MALE_N = col_character(),
## .. BBRR4_FED_MALE_DFLT = col_character(),
## .. BBRR4_FED_MALE_DLNQ = col_character(),
## .. BBRR4_FED_MALE_FBR = col_character(),
## .. BBRR4_FED_MALE_DFR = col_character(),
## .. BBRR4_FED_MALE_NOPROG = col_character(),
## .. BBRR4_FED_MALE_MAKEPROG = col_character(),
## .. BBRR4_FED_MALE_PAIDINFULL = col_character(),
## .. BBRR4_FED_MALE_DISCHARGE = col_character(),
## .. BBRR4_FED_NOMALE_N = col_character(),
## .. BBRR4_FED_NOMALE_DFLT = col_character(),
## .. BBRR4_FED_NOMALE_DLNQ = col_character(),
## .. BBRR4_FED_NOMALE_FBR = col_character(),
## .. BBRR4_FED_NOMALE_DFR = col_character(),
## .. BBRR4_FED_NOMALE_NOPROG = col_character(),
## .. BBRR4_FED_NOMALE_MAKEPROG = col_character(),
## .. BBRR4_FED_NOMALE_PAIDINFULL = col_character(),
## .. BBRR4_FED_NOMALE_DISCHARGE = col_character(),
## .. BBRR4_PP_IND_N = col_character(),
## .. BBRR4_PP_IND_DFLT = col_character(),
## .. BBRR4_PP_IND_DLNQ = col_character(),
## .. BBRR4_PP_IND_FBR = col_character(),
## .. BBRR4_PP_IND_DFR = col_character(),
## .. BBRR4_PP_IND_NOPROG = col_character(),
## .. BBRR4_PP_IND_MAKEPROG = col_character(),
## .. BBRR4_PP_IND_PAIDINFULL = col_character(),
## .. BBRR4_PP_IND_DISCHARGE = col_character(),
## .. BBRR4_PP_DEP_N = col_character(),
## .. BBRR4_PP_DEP_DFLT = col_character(),
## .. BBRR4_PP_DEP_DLNQ = col_character(),
## .. BBRR4_PP_DEP_FBR = col_character(),
## .. BBRR4_PP_DEP_DFR = col_character(),
## .. BBRR4_PP_DEP_NOPROG = col_character(),
## .. BBRR4_PP_DEP_MAKEPROG = col_character(),
## .. BBRR4_PP_DEP_PAIDINFULL = col_character(),
## .. BBRR4_PP_DEP_DISCHARGE = col_character(),
## .. BBRR4_PP_PELL_N = col_character(),
## .. BBRR4_PP_PELL_DFLT = col_character(),
## .. BBRR4_PP_PELL_DLNQ = col_character(),
## .. BBRR4_PP_PELL_FBR = col_character(),
## .. BBRR4_PP_PELL_DFR = col_character(),
## .. BBRR4_PP_PELL_NOPROG = col_character(),
## .. BBRR4_PP_PELL_MAKEPROG = col_character(),
## .. BBRR4_PP_PELL_PAIDINFULL = col_character(),
## .. BBRR4_PP_PELL_DISCHARGE = col_character(),
## .. BBRR4_PP_NOPELL_N = col_character(),
## .. BBRR4_PP_NOPELL_DFLT = col_character(),
## .. BBRR4_PP_NOPELL_DLNQ = col_character(),
## .. BBRR4_PP_NOPELL_FBR = col_character(),
## .. BBRR4_PP_NOPELL_DFR = col_character(),
## .. BBRR4_PP_NOPELL_NOPROG = col_character(),
## .. BBRR4_PP_NOPELL_MAKEPROG = col_character(),
## .. BBRR4_PP_NOPELL_PAIDINFULL = col_character(),
## .. BBRR4_PP_NOPELL_DISCHARGE = col_character(),
## .. BBRR4_PP_MALE_N = col_character(),
## .. BBRR4_PP_MALE_DFLT = col_character(),
## .. BBRR4_PP_MALE_DLNQ = col_character(),
## .. BBRR4_PP_MALE_FBR = col_character(),
## .. BBRR4_PP_MALE_DFR = col_character(),
## .. BBRR4_PP_MALE_NOPROG = col_character(),
## .. BBRR4_PP_MALE_MAKEPROG = col_character(),
## .. BBRR4_PP_MALE_PAIDINFULL = col_character(),
## .. BBRR4_PP_MALE_DISCHARGE = col_character(),
## .. BBRR4_PP_NOMALE_N = col_character(),
## .. BBRR4_PP_NOMALE_DFLT = col_character(),
## .. BBRR4_PP_NOMALE_DLNQ = col_character(),
## .. BBRR4_PP_NOMALE_FBR = col_character(),
## .. BBRR4_PP_NOMALE_DFR = col_character(),
## .. BBRR4_PP_NOMALE_NOPROG = col_character(),
## .. BBRR4_PP_NOMALE_MAKEPROG = col_character(),
## .. BBRR4_PP_NOMALE_PAIDINFULL = col_character(),
## .. BBRR4_PP_NOMALE_DISCHARGE = col_character(),
## .. CONTROL_PEPS = col_character(),
## .. ADM_RATE_SUPP = col_character(),
## .. OMENRYP_NOPELL_ALL = col_double(),
## .. OMENRAP_NOPELL_ALL = col_double(),
## .. OMAWDP8_NOPELL_ALL = col_double(),
## .. OMENRUP_NOPELL_ALL = col_double(),
## .. OMENRYP_NOPELL_FIRSTTIME = col_double(),
## .. OMENRAP_NOPELL_FIRSTTIME = col_double(),
## .. OMAWDP8_NOPELL_FIRSTTIME = col_double(),
## .. OMENRUP_NOPELL_FIRSTTIME = col_double(),
## .. OMENRYP_NOPELL_NOTFIRSTTIME = col_double(),
## .. OMENRAP_NOPELL_NOTFIRSTTIME = col_double(),
## .. OMAWDP8_NOPELL_NOTFIRSTTIME = col_double(),
## .. OMENRUP_NOPELL_NOTFIRSTTIME = col_double(),
## .. OMACHT8_NOPELL_ALL = col_double(),
## .. OMACHT8_NOPELL_FIRSTTIME = col_double(),
## .. OMACHT8_NOPELL_NOTFIRSTTIME = col_double(),
## .. ADDR = col_character(),
## .. PCTPELL_DCS = col_double(),
## .. PCTFLOAN_DCS = col_double(),
## .. DCS_PELL_LOAN = col_double(),
## .. PCTPELL_DCS_POOLED_SUPP = col_character(),
## .. PCTFLOAN_DCS_POOLED_SUPP = col_character(),
## .. DCS_PELL_LOAN_POOLED = col_double(),
## .. POOLYRS_DCS = col_double(),
## .. SATVR50 = col_double(),
## .. SATMT50 = col_double(),
## .. ACTCM50 = col_double(),
## .. ACTEN50 = col_double(),
## .. ACTMT50 = col_double(),
## .. COUNT_NWNE_5YR = col_double(),
## .. COUNT_WNE_5YR = col_double(),
## .. MD_EARN_WNE_5YR = col_double(),
## .. GT_THRESHOLD_5YR = col_double(),
## .. MD_EARN_WNE_P7 = col_double(),
## .. PCT25_EARN_WNE_P7 = col_double(),
## .. PCT75_EARN_WNE_P7 = col_double(),
## .. COUNT_WNE_INC1_P7 = col_double(),
## .. COUNT_WNE_INC2_P7 = col_double(),
## .. COUNT_WNE_INC3_P7 = col_double(),
## .. COUNT_WNE_INDEP0_P7 = col_double(),
## .. COUNT_WNE_INDEP1_P7 = col_double(),
## .. COUNT_WNE_MALE0_P7 = col_double(),
## .. COUNT_WNE_MALE1_P7 = col_double(),
## .. GT_THRESHOLD_P7 = col_double(),
## .. MD_EARN_WNE_INC1_P7 = col_double(),
## .. MD_EARN_WNE_INC2_P7 = col_double(),
## .. MD_EARN_WNE_INC3_P7 = col_double(),
## .. MD_EARN_WNE_INDEP1_P7 = col_double(),
## .. MD_EARN_WNE_INDEP0_P7 = col_double(),
## .. MD_EARN_WNE_MALE0_P7 = col_double(),
## .. MD_EARN_WNE_MALE1_P7 = col_double(),
## .. MD_EARN_WNE_P9 = col_double(),
## .. PCT25_EARN_WNE_P9 = col_double(),
## .. PCT75_EARN_WNE_P9 = col_double(),
## .. COUNT_WNE_INC1_P9 = col_double(),
## .. COUNT_WNE_INC2_P9 = col_double(),
## .. COUNT_WNE_INC3_P9 = col_double(),
## .. COUNT_WNE_INDEP0_P9 = col_double(),
## .. COUNT_WNE_INDEP1_P9 = col_double(),
## .. COUNT_WNE_MALE0_P9 = col_double(),
## .. COUNT_WNE_MALE1_P9 = col_double(),
## .. GT_THRESHOLD_P9 = col_double(),
## .. MD_EARN_WNE_INC1_P9 = col_double(),
## .. MD_EARN_WNE_INC2_P9 = col_double(),
## .. MD_EARN_WNE_INC3_P9 = col_double(),
## .. MD_EARN_WNE_INDEP0_P9 = col_double(),
## .. MD_EARN_WNE_INDEP1_P9 = col_double(),
## .. MD_EARN_WNE_MALE0_P9 = col_double(),
## .. MD_EARN_WNE_MALE1_P9 = col_double(),
## .. COUNT_NWNE_P11 = col_double(),
## .. COUNT_WNE_P11 = col_double(),
## .. MD_EARN_WNE_P11 = col_double(),
## .. PCT25_EARN_WNE_P11 = col_double(),
## .. PCT75_EARN_WNE_P11 = col_double(),
## .. SD_EARN_WNE_P11 = col_double(),
## .. COUNT_WNE_INC1_P11 = col_double(),
## .. COUNT_WNE_INC2_P11 = col_double(),
## .. COUNT_WNE_INC3_P11 = col_double(),
## .. COUNT_WNE_INDEP0_P11 = col_double(),
## .. COUNT_WNE_INDEP1_P11 = col_double(),
## .. COUNT_WNE_MALE0_P11 = col_double(),
## .. COUNT_WNE_MALE1_P11 = col_double(),
## .. GT_THRESHOLD_P11 = col_double(),
## .. MD_EARN_WNE_INC1_P11 = col_double(),
## .. MD_EARN_WNE_INC2_P11 = col_double(),
## .. MD_EARN_WNE_INC3_P11 = col_double(),
## .. MD_EARN_WNE_INDEP0_P11 = col_double(),
## .. MD_EARN_WNE_INDEP1_P11 = col_double(),
## .. MD_EARN_WNE_MALE0_P11 = col_double(),
## .. MD_EARN_WNE_MALE1_P11 = col_double(),
## .. SCORECARD_SECTOR = col_double()
## .. )
## - attr(*, "problems")=<externalptr>head(college_raw)## # A tibble: 6 × 3,306
## UNITID OPEID OPEID6 INSTNM CITY STABBR ZIP ACCREDAGENCY INSTURL NPCURL
## <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
## 1 100654 00100200 001002 Alabama… Norm… AL 35762 Southern As… www.aa… www.a…
## 2 100663 00105200 001052 Univers… Birm… AL 3529… Southern As… https:… https…
## 3 100690 02503400 025034 Amridge… Mont… AL 3611… Southern As… https:… https…
## 4 100706 00105500 001055 Univers… Hunt… AL 35899 Southern As… www.ua… finai…
## 5 100724 00100500 001005 Alabama… Mont… AL 3610… Southern As… www.al… www.a…
## 6 100751 00105100 001051 The Uni… Tusc… AL 3548… Southern As… www.ua… ua.ai…
## # ℹ 3,296 more variables: SCH_DEG <dbl>, HCM2 <dbl>, MAIN <dbl>,
## # NUMBRANCH <dbl>, PREDDEG <dbl>, HIGHDEG <dbl>, CONTROL <dbl>,
## # ST_FIPS <dbl>, REGION <dbl>, LOCALE <dbl>, LOCALE2 <lgl>, LATITUDE <dbl>,
## # LONGITUDE <dbl>, CCBASIC <dbl>, CCUGPROF <dbl>, CCSIZSET <dbl>, HBCU <dbl>,
## # PBI <dbl>, ANNHI <dbl>, TRIBAL <dbl>, AANAPII <dbl>, HSI <dbl>,
## # NANTI <dbl>, MENONLY <dbl>, WOMENONLY <dbl>, RELAFFIL <dbl>,
## # ADM_RATE <dbl>, ADM_RATE_ALL <dbl>, SATVR25 <dbl>, SATVR75 <dbl>, …college_clean <- college_raw %>%
transmute(
Name = INSTNM,
State = STABBR,
Avg_Cost = as.numeric(COSTT4_A),
Grad_Rate = as.numeric(C150_4),
Median_Earnings = as.numeric(MD_EARN_WNE_P10),
ROI = Median_Earnings / pmax(Avg_Cost, 1)
) %>%
filter(!is.na(Avg_Cost), !is.na(Grad_Rate), !is.na(Median_Earnings)) %>%
arrange(desc(ROI)) %>%
mutate(Rank = row_number())summary(college_clean)## Name State Avg_Cost Grad_Rate
## Length:2026 Length:2026 Min. : 6362 Min. :0.0000
## Class :character Class :character 1st Qu.:22208 1st Qu.:0.3825
## Mode :character Mode :character Median :31750 Median :0.5259
## Mean :37030 Mean :0.5229
## 3rd Qu.:49830 3rd Qu.:0.6634
## Max. :87804 Max. :1.0000
## Median_Earnings ROI Rank
## Min. : 17360 Min. :0.3619 Min. : 1.0
## 1st Qu.: 42194 1st Qu.:1.0926 1st Qu.: 507.2
## Median : 51102 Median :1.5021 Median :1013.5
## Mean : 52949 Mean :1.7365 Mean :1013.5
## 3rd Qu.: 60615 3rd Qu.:2.2392 3rd Qu.:1519.8
## Max. :143372 Max. :9.4909 Max. :2026.0sum(is.na(college_clean))## [1] 0head(college_clean, 5)## # A tibble: 5 × 7
## Name State Avg_Cost Grad_Rate Median_Earnings ROI Rank
## <chr> <chr> <dbl> <dbl> <dbl> <dbl> <int>
## 1 United States Merchant M… NY 9547 0.806 90610 9.49 1
## 2 CUNY Bernard M Baruch Co… NY 13521 0.721 75971 5.62 2
## 3 Brazosport College TX 8423 0.387 45910 5.45 3
## 4 Skyline College CA 10461 0.414 55702 5.32 4
## 5 Ohio University-Eastern … OH 10263 0.2 52581 5.12 5