DICTIONARY.md

Data Dictionary

Source: https://nces.ed.gov/ipeds/use-the-data

adm

Rows: 22,527

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
admcon1	BIGINT	0.0%	1
admcon2	BIGINT	0.0%	3
admcon3	BIGINT	0.0%	1
admcon4	BIGINT	0.0%	3
admcon5	BIGINT	0.0%	3
admcon6	BIGINT	0.0%	3
admcon7	BIGINT	0.0%	5
admcon8	BIGINT	0.0%	1
admcon9	BIGINT	0.0%	3
admcon10	BIGINT	73.7%	3
admcon11	BIGINT	73.7%	3
admcon12	BIGINT	73.7%	3
xapplcn	VARCHAR	0.0%	R
applicants_total	BIGINT	0.0%	23406
xapplcnm	VARCHAR	0.0%	R
applicants_men	DOUBLE	0.0%	7568.0
xapplcnw	VARCHAR	0.0%	R
applicants_women	DOUBLE	0.0%	14930.0
xapplcnan	VARCHAR	73.7%	Z
applcnan	DOUBLE	92.8%	0.0
xapplcnun	VARCHAR	73.7%	R
applcnun	DOUBLE	78.0%	908.0
xadmssn	VARCHAR	0.0%	R
admissions_total	DOUBLE	1.0%	13564.0
xadmssnm	VARCHAR	0.0%	R
admissions_men	DOUBLE	4.5%	4580.0
xadmssnw	VARCHAR	0.0%	R
admissions_women	DOUBLE	5.0%	8981.0
xadmssnan	VARCHAR	73.7%	A
admssnan	DOUBLE	96.9%	8.0
xadmssnun	VARCHAR	73.7%	R
admssnun	DOUBLE	78.0%	3.0
xenrlt	VARCHAR	0.0%	R
enrolled_total	DOUBLE	1.3%	1968.0
xenrlm	VARCHAR	0.0%	R
enrolled_men	DOUBLE	5.3%	832.0
xenrlw	VARCHAR	0.0%	R
enrolled_women	DOUBLE	5.3%	1136.0
xenrlan	VARCHAR	73.7%	A
enrlan	DOUBLE	97.2%	0.0
xenrlun	VARCHAR	73.7%	R
enrlun	DOUBLE	78.0%	0.0
xenrlft	VARCHAR	0.0%	R
enrlft	DOUBLE	1.7%	1939.0
xenrlftm	VARCHAR	0.0%	R
enrlftm	DOUBLE	6.3%	818.0
xenrlftw	VARCHAR	0.0%	R
enrlftw	DOUBLE	6.0%	1121.0
xenrlftan	VARCHAR	73.7%	A
enrlftan	DOUBLE	98.2%	21.0
xenrlftun	VARCHAR	73.7%	R
enrlftun	DOUBLE	78.1%	0.0
xenrlpt	VARCHAR	0.0%	R
enrlpt	DOUBLE	24.9%	29.0
xenrlptm	VARCHAR	0.0%	R
enrlptm	DOUBLE	27.6%	14.0
xenrlptw	VARCHAR	0.0%	R
enrlptw	DOUBLE	25.5%	15.0
xenrlptan	VARCHAR	73.7%	A
enrlptan	DOUBLE	98.7%	0.0
xenrlptun	VARCHAR	73.7%	R
enrlptun	DOUBLE	83.3%	0.0
xsatnum	VARCHAR	0.0%	R
satnum	DOUBLE	39.3%	537.0
xsatpct	VARCHAR	0.0%	R
satpct	DOUBLE	39.4%	27.0
xactnum	VARCHAR	0.0%	R
actnum	DOUBLE	39.2%	1317.0
xactpct	VARCHAR	0.0%	R
actpct	DOUBLE	39.4%	67.0
xsatvr25	VARCHAR	0.0%	R
sat_verbal_25th	DOUBLE	45.1%	420.0
xsatvr50	VARCHAR	73.7%	R
satvr50	DOUBLE	86.9%	470.0
xsatvr75	VARCHAR	0.0%	R
sat_verbal_75th	DOUBLE	45.1%	530.0
xsatmt25	VARCHAR	0.0%	R
sat_math_25th	DOUBLE	45.0%	390.0
xsatmt50	VARCHAR	73.7%	R
satmt50	DOUBLE	86.9%	440.0
xsatmt75	VARCHAR	0.0%	R
sat_math_75th	DOUBLE	45.0%	510.0
xactcm25	VARCHAR	0.0%	R
act_composite_25th	DOUBLE	44.0%	14.0
xactcm50	VARCHAR	73.7%	R
actcm50	DOUBLE	87.1%	17.0
xactcm75	VARCHAR	0.0%	R
act_composite_75th	DOUBLE	44.0%	19.0
xacten25	VARCHAR	0.0%	R
act_english_25th	DOUBLE	48.0%	13.0
xacten50	VARCHAR	73.7%	R
acten50	DOUBLE	87.9%	16.0
xacten75	VARCHAR	0.0%	R
act_english_75th	DOUBLE	48.0%	19.0
xactmt25	VARCHAR	0.0%	R
act_math_25th	DOUBLE	47.9%	14.0
xactmt50	VARCHAR	73.7%	R
actmt50	DOUBLE	87.9%	16.0
xactmt75	VARCHAR	0.0%	R
act_math_75th	DOUBLE	47.9%	17.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xsatwr25	VARCHAR	80.3%	R
sat_writing_25th	DOUBLE	93.4%	370.0
xsatwr75	VARCHAR	80.3%	R
sat_writing_75th	DOUBLE	93.4%	457.0
xactwr25	VARCHAR	80.3%	A
act_writing_25th	DOUBLE	97.2%	7.0
xactwr75	VARCHAR	80.3%	A
act_writing_75th	DOUBLE	97.2%	8.0

al

Rows: 43,075

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
lexp100k	BIGINT	47.8%	1
lcolelyn	BIGINT	0.0%	2
xlpbooks	VARCHAR	0.0%	R
lpbooks	DOUBLE	4.2%	321026.0
xlebooks	VARCHAR	0.0%	R
lebooks	BIGINT	0.0%	228847
xledatab	VARCHAR	0.0%	R
ledatab	BIGINT	0.0%	107
xlpmedia	VARCHAR	0.0%	R
lpmedia	DOUBLE	4.2%	25105.0
xlemedia	VARCHAR	0.0%	R
lemedia	BIGINT	0.0%	38684
xlpseria	VARCHAR	19.8%	R
lpseria	DOUBLE	23.5%	1392.0
xleseria	VARCHAR	19.8%	R
leseria	BIGINT	19.8%	132597
xlpcollc	VARCHAR	0.0%	R
lpcllct	DOUBLE	4.2%	347523.0
xlecollc	VARCHAR	0.0%	R
lecllct	BIGINT	0.0%	400235
xltcllct	VARCHAR	9.9%	R
ltcllct	BIGINT	9.9%	747758
xlpcrclt	VARCHAR	0.0%	R
lpcrclt	DOUBLE	4.2%	650.0
xlecrclt	VARCHAR	0.0%	R
lecrclt	BIGINT	0.0%	150959
xltcrclt	VARCHAR	9.9%	R
ltcrclt	BIGINT	9.9%	151609
lilldyn	BIGINT	19.8%	1
xlilldpr	VARCHAR	0.0%	R
lilldpr	DOUBLE	23.6%	941.0
xlilldrc	VARCHAR	0.0%	R
lilldrc	DOUBLE	23.6%	207.0
lilsyn	BIGINT	56.7%	1
xlstotal	VARCHAR	56.7%	R
lstotal	DOUBLE	59.6%	25.0
xlslibrn	VARCHAR	56.7%	R
lslibrn	DOUBLE	59.6%	6.0
xlsoprof	VARCHAR	56.7%	R
lsoprof	DOUBLE	59.6%	4.0
xlsopaid	VARCHAR	56.7%	R
lsopaid	DOUBLE	59.6%	2.0
xlsstast	VARCHAR	56.7%	R
lsstast	DOUBLE	59.6%	13.0
xlbranch	VARCHAR	0.0%	R
lbranch	DOUBLE	25.9%	0.0
xsalwag	VARCHAR	0.0%	R
lsalwag	DOUBLE	25.9%	637844.0
lfrngbyn	BIGINT	0.0%	1
xlfrngbn	VARCHAR	0.0%	R
lfrngbn	DOUBLE	25.9%	211624.0
xlexmsbb	VARCHAR	0.0%	R
lexmsbb	DOUBLE	25.9%	21359.0
xlexmscs	VARCHAR	0.0%	R
lexmscs	DOUBLE	25.9%	706964.0
xlexmsot	VARCHAR	0.0%	R
lexmsot	DOUBLE	25.9%	314783.0
xlexmstl	VARCHAR	0.0%	R
lexmstl	DOUBLE	25.9%	1043106.0
xlexomps	VARCHAR	0.0%	R
lexomps	DOUBLE	25.9%	17625.0
xlexomot	VARCHAR	0.0%	R
lexomot	DOUBLE	25.9%	409052.0
xlexomtl	VARCHAR	0.0%	R
lexomtl	DOUBLE	25.9%	426677.0
xlexptot	VARCHAR	0.0%	R
lexptot	DOUBLE	25.9%	2319251.0
lswmsom	DOUBLE	25.9%	2107627.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
lsuppvrs	BIGINT	80.2%	1

c_a

Rows: 6,895,231

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
cipcode	DOUBLE	0.0%	1.0999
major_number	BIGINT	2.5%	1
award_level	BIGINT	0.0%	5
xctotalt	VARCHAR	24.8%	R
ctotalt	BIGINT	24.8%	10
xctotalm	VARCHAR	24.8%	R
ctotalm	BIGINT	24.8%	1
xctotalw	VARCHAR	24.8%	R
ctotalw	BIGINT	24.8%	9
xcaiant	VARCHAR	24.8%	R
caiant	DOUBLE	32.4%	0.0
xcaianm	VARCHAR	24.8%	R
caianm	DOUBLE	32.4%	0.0
xcaianw	VARCHAR	24.8%	Z
caianw	DOUBLE	32.4%	0.0
xcasiat	VARCHAR	24.8%	R
casiat	DOUBLE	32.4%	0.0
xcasiam	VARCHAR	24.8%	R
casiam	DOUBLE	32.4%	0.0
xcasiaw	VARCHAR	24.8%	Z
casiaw	DOUBLE	32.4%	0.0
xcbkaat	VARCHAR	24.8%	R
cbkaat	DOUBLE	32.4%	10.0
xcbkaam	VARCHAR	24.8%	R
cbkaam	DOUBLE	32.4%	1.0
xcbkaaw	VARCHAR	24.8%	R
cbkaaw	DOUBLE	32.4%	9.0
xchispt	VARCHAR	24.8%	R
chispt	DOUBLE	32.4%	0.0
xchispm	VARCHAR	24.8%	R
chispm	DOUBLE	32.4%	0.0
xchispw	VARCHAR	24.8%	Z
chispw	DOUBLE	32.4%	0.0
xcnhpit	VARCHAR	24.8%	Z
cnhpit	DOUBLE	32.4%	0.0
xcnhpim	VARCHAR	24.8%	Z
cnhpim	DOUBLE	32.4%	0.0
xcnhpiw	VARCHAR	24.8%	Z
cnhpiw	DOUBLE	32.4%	0.0
xcwhitt	VARCHAR	24.8%	Z
cwhitt	DOUBLE	32.4%	0.0
xcwhitm	VARCHAR	24.8%	Z
cwhitm	DOUBLE	32.4%	0.0
xcwhitw	VARCHAR	24.8%	Z
cwhitw	DOUBLE	32.4%	0.0
xc2mort	VARCHAR	24.8%	Z
c2mort	DOUBLE	32.4%	0.0
xc2morm	VARCHAR	24.8%	Z
c2morm	DOUBLE	32.4%	0.0
xc2morw	VARCHAR	24.8%	Z
c2morw	DOUBLE	32.4%	0.0
xcunknt	VARCHAR	24.8%	Z
cunknt	BIGINT	24.8%	0
xcunknm	VARCHAR	24.8%	Z
cunknm	BIGINT	24.8%	0
xcunknw	VARCHAR	24.8%	Z
cunknw	BIGINT	24.8%	0
xcnralt	VARCHAR	24.8%	R
cnralt	BIGINT	24.8%	0
xcnralm	VARCHAR	24.8%	R
cnralm	BIGINT	24.8%	0
xcnralw	VARCHAR	24.8%	R
cnralw	BIGINT	24.8%	0
year	BIGINT	0.0%	2025	Appears in 26 tables, common join key
cdistedp	BIGINT	96.1%	2
xcrace03	VARCHAR	64.1%	R
crace03	DOUBLE	67.3%	3.0
xcrace04	VARCHAR	64.1%	R
crace04	DOUBLE	67.3%	3.0
xcrace05	VARCHAR	64.1%	R
crace05	DOUBLE	67.3%	0.0
xcrace06	VARCHAR	64.1%	R
crace06	DOUBLE	67.3%	0.0
xcrace07	VARCHAR	64.1%	R
crace07	DOUBLE	67.3%	0.0
xcrace08	VARCHAR	64.1%	R
crace08	DOUBLE	67.3%	2.0
xcrace09	VARCHAR	64.1%	R
crace09	DOUBLE	67.3%	0.0
xcrace10	VARCHAR	64.1%	R
crace10	DOUBLE	67.3%	0.0
xcrace11	VARCHAR	64.1%	R
crace11	DOUBLE	67.3%	31.0
xcrace12	VARCHAR	64.1%	R
crace12	DOUBLE	67.3%	16.0
xcrace18	VARCHAR	69.4%	R
crace18	DOUBLE	72.6%	6.0
xcrace19	VARCHAR	69.4%	R
crace19	DOUBLE	72.6%	0.0
xcrace20	VARCHAR	69.4%	R
crace20	DOUBLE	72.6%	2.0
xcrace21	VARCHAR	69.4%	R
crace21	DOUBLE	72.6%	0.0
xcrace22	VARCHAR	69.4%	R
crace22	DOUBLE	72.6%	47.0
xdvcait	VARCHAR	88.9%	R
dvcait	BIGINT	88.9%	0
xdvcaim	VARCHAR	88.9%	R
dvcaim	BIGINT	88.9%	0
xdvcaiw	VARCHAR	88.9%	R
dvcaiw	BIGINT	88.9%	0
xdvcapt	VARCHAR	88.9%	R
dvcapt	BIGINT	88.9%	2
xdvcapm	VARCHAR	88.9%	R
dvcapm	BIGINT	88.9%	0
xdvcapw	VARCHAR	88.9%	R
dvcapw	BIGINT	88.9%	2
xdvcbkt	VARCHAR	88.9%	R
dvcbkt	BIGINT	88.9%	6
xdvcbkm	VARCHAR	88.9%	R
dvcbkm	BIGINT	88.9%	3
xdvcbkw	VARCHAR	88.9%	R
dvcbkw	BIGINT	88.9%	3
xdvchst	VARCHAR	88.9%	R
dvchst	BIGINT	88.9%	0
xdvchsm	VARCHAR	88.9%	R
dvchsm	BIGINT	88.9%	0
xdvchsw	VARCHAR	88.9%	R
dvchsw	BIGINT	88.9%	0
xdvcwht	VARCHAR	88.9%	R
dvcwht	BIGINT	88.9%	47
xdvcwhm	VARCHAR	88.9%	R
dvcwhm	BIGINT	88.9%	31
xdvcwhw	VARCHAR	88.9%	R
dvcwhw	BIGINT	88.9%	16
xcrace01	VARCHAR	75.2%	R
crace01	BIGINT	75.2%	0
xcrace02	VARCHAR	75.2%	R
crace02	BIGINT	75.2%	0
xcrace13	VARCHAR	75.2%	R
crace13	BIGINT	75.2%	1
xcrace14	VARCHAR	75.2%	R
crace14	BIGINT	75.2%	2
xcrace15	VARCHAR	75.2%	R
crace15	BIGINT	75.2%	21
xcrace16	VARCHAR	75.2%	R
crace16	BIGINT	75.2%	23
xcrace17	VARCHAR	80.6%	R
crace17	BIGINT	80.6%	0
xcrace23	VARCHAR	80.6%	R
crace23	BIGINT	80.6%	3
xcrace24	VARCHAR	80.6%	R
crace24	BIGINT	80.6%	44

eap

Rows: 8,999,839

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
eapcat	BIGINT	55.9%	10000
occupcat	BIGINT	55.9%	100
facstat	BIGINT	55.9%	0
xeaptot	VARCHAR	0.5%	R
eaptot	BIGINT	0.5%	1099
xeaptyp	VARCHAR	0.5%	R
eaptyp	DOUBLE	0.6%	1099.0
xeapmed	VARCHAR	0.5%	A
eapmed	DOUBLE	42.4%	5569.0
xeapft	VARCHAR	55.9%	R
eapft	DOUBLE	56.5%	820.0
xeapftty	VARCHAR	55.9%	R
eapfttyp	DOUBLE	56.7%	820.0
xeapftmd	VARCHAR	55.9%	A
eapftmed	DOUBLE	97.8%	5055.0
xeappt	VARCHAR	55.9%	R
eappt	DOUBLE	59.9%	279.0
xeapptty	VARCHAR	55.9%	R
eappttyp	DOUBLE	60.1%	279.0
xeapptmd	VARCHAR	55.9%	A
eapptmed	DOUBLE	97.9%	514.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
eaprectp	BIGINT	44.6%	1245
ftpt	BIGINT	44.6%	1
functcd	BIGINT	44.1%	24
fstat	BIGINT	44.6%	5
typecd	BIGINT	99.5%	1
xfstat1	VARCHAR	99.5%	R
fstat1	BIGINT	99.5%	93
xfstat2	VARCHAR	99.5%	R
fstat2	BIGINT	99.5%	56
xfstat3	VARCHAR	99.5%	R
fstat3	BIGINT	99.5%	68
xfstat4	VARCHAR	99.5%	Z
fstat4	BIGINT	99.5%	0
xfstat5	VARCHAR	99.5%	R
fstat5	BIGINT	99.5%	217
xfstat6	VARCHAR	99.5%	A
fstat6	BIGINT	99.5%	0

ef_a

Rows: 2,944,297

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	483018	Primary institution ID, joins across all IPEDS tables
efalevel	BIGINT	4.0%	19
line	BIGINT	0.0%	99	Appears in 4 tables, common join key
section	BIGINT	0.0%	3	Appears in 3 tables, common join key
lstudy	BIGINT	0.0%	1	Appears in 3 tables, common join key
xeftotlt	VARCHAR	25.9%	R
eftotlt	BIGINT	25.9%	7
xeftotlm	VARCHAR	25.9%	R
eftotlm	BIGINT	25.9%	1
xeftotlw	VARCHAR	25.9%	R
eftotlw	BIGINT	25.9%	6
xefaiant	VARCHAR	25.9%	R
efaiant	DOUBLE	31.7%	0.0
xefaianm	VARCHAR	25.9%	R
efaianm	DOUBLE	31.7%	0.0
xefaianw	VARCHAR	25.9%	R
efaianw	DOUBLE	31.7%	0.0
xefasiat	VARCHAR	25.9%	R
efasiat	DOUBLE	31.7%	0.0
xefasiam	VARCHAR	25.9%	R
efasiam	DOUBLE	31.7%	0.0
xefasiaw	VARCHAR	25.9%	R
efasiaw	DOUBLE	31.7%	0.0
xefbkaat	VARCHAR	25.9%	R
efbkaat	DOUBLE	31.7%	0.0
xefbkaam	VARCHAR	25.9%	R
efbkaam	DOUBLE	31.7%	0.0
xefbkaaw	VARCHAR	25.9%	R
efbkaaw	DOUBLE	31.7%	0.0
xefhispt	VARCHAR	25.9%	R
efhispt	DOUBLE	31.7%	0.0
xefhispm	VARCHAR	25.9%	R
efhispm	DOUBLE	31.7%	0.0
xefhispw	VARCHAR	25.9%	R
efhispw	DOUBLE	31.7%	0.0
xefnhpit	VARCHAR	25.9%	R
efnhpit	DOUBLE	31.7%	0.0
xefnhpim	VARCHAR	25.9%	R
efnhpim	DOUBLE	31.7%	0.0
xefnhpiw	VARCHAR	25.9%	R
efnhpiw	DOUBLE	31.7%	0.0
xefwhitt	VARCHAR	25.9%	R
efwhitt	DOUBLE	31.7%	6.0
xefwhitm	VARCHAR	25.9%	R
efwhitm	DOUBLE	31.7%	0.0
xefwhitw	VARCHAR	25.9%	R
efwhitw	DOUBLE	31.7%	6.0
xef2mort	VARCHAR	25.9%	R
ef2mort	DOUBLE	31.7%	0.0
xef2morm	VARCHAR	25.9%	R
ef2morm	DOUBLE	31.7%	0.0
xef2morw	VARCHAR	25.9%	R
ef2morw	DOUBLE	31.7%	0.0
xefunknt	VARCHAR	25.9%	R
efunknt	BIGINT	25.9%	1
xefunknm	VARCHAR	25.9%	R
efunknm	BIGINT	25.9%	1
xefunknw	VARCHAR	25.9%	R
efunknw	BIGINT	25.9%	0
xefnralt	VARCHAR	25.9%	R
efnralt	BIGINT	25.9%	0
xefnralm	VARCHAR	25.9%	R
efnralm	BIGINT	25.9%	0
xefnralw	VARCHAR	25.9%	R
efnralw	BIGINT	25.9%	0
xefgndrun	VARCHAR	92.2%	A
efgndrun	DOUBLE	98.6%	0.0
xefgndran	VARCHAR	92.2%	A
efgndran	DOUBLE	99.6%	0.0
xefgndrua	VARCHAR	92.2%	A
efgndrua	DOUBLE	98.7%	0.0
xefgndrkn	VARCHAR	92.2%	A
efgndrkn	DOUBLE	98.7%	2403.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xefgndru	VARCHAR	96.1%	R
xefgndra	VARCHAR	96.1%	A
xefgndru.1	VARCHAR	96.1%	R
xefgndrk	VARCHAR	96.1%	R
xdvefait	VARCHAR	90.9%	R
dvefait	BIGINT	90.9%	1
xdvefaim	VARCHAR	90.9%	R
dvefaim	BIGINT	90.9%	0
xdvefaiw	VARCHAR	90.9%	R
dvefaiw	BIGINT	90.9%	1
xdvefapt	VARCHAR	90.9%	R
dvefapt	BIGINT	90.9%	5
xdvefapm	VARCHAR	90.9%	R
dvefapm	BIGINT	90.9%	2
xdvefapw	VARCHAR	90.9%	R
dvefapw	BIGINT	90.9%	3
xdvefbkt	VARCHAR	90.9%	R
dvefbkt	BIGINT	90.9%	14
xdvefbkm	VARCHAR	90.9%	R
dvefbkm	BIGINT	90.9%	10
xdvefbkw	VARCHAR	90.9%	R
dvefbkw	BIGINT	90.9%	4
xdvefhst	VARCHAR	90.9%	R
dvefhst	BIGINT	90.9%	12
xdvefhsm	VARCHAR	90.9%	R
dvefhsm	BIGINT	90.9%	6
xdvefhsw	VARCHAR	90.9%	R
dvefhsw	BIGINT	90.9%	6
xdvefwht	VARCHAR	90.9%	R
dvefwht	BIGINT	90.9%	526
xdvefwhm	VARCHAR	90.9%	R
dvefwhm	BIGINT	90.9%	198
xdvefwhw	VARCHAR	90.9%	R
dvefwhw	BIGINT	90.9%	328
xefrac19	VARCHAR	69.1%	R
efrace19	DOUBLE	72.1%	1.0
xefrac05	VARCHAR	65.1%	R
efrace05	DOUBLE	68.0%	0.0
xefrac06	VARCHAR	65.1%	R
efrace06	DOUBLE	68.0%	1.0
xefrac20	VARCHAR	69.1%	R
efrace20	DOUBLE	72.1%	5.0
xefrac07	VARCHAR	65.1%	R
efrace07	DOUBLE	68.0%	2.0
xefrac08	VARCHAR	65.1%	R
efrace08	DOUBLE	68.0%	3.0
xefrac18	VARCHAR	69.1%	R
efrace18	DOUBLE	72.1%	14.0
xefrac03	VARCHAR	65.1%	R
efrace03	DOUBLE	68.0%	10.0
xefrac04	VARCHAR	65.1%	R
efrace04	DOUBLE	68.0%	4.0
xefrac21	VARCHAR	69.1%	R
efrace21	DOUBLE	72.1%	12.0
xefrac09	VARCHAR	65.1%	R
efrace09	DOUBLE	68.0%	6.0
xefrac10	VARCHAR	65.1%	R
efrace10	DOUBLE	68.0%	6.0
xefrac22	VARCHAR	69.1%	R
efrace22	DOUBLE	72.1%	526.0
xefrac11	VARCHAR	65.1%	R
efrace11	DOUBLE	68.0%	198.0
xefrac12	VARCHAR	65.1%	R
efrace12	DOUBLE	68.0%	328.0
xefrac01	VARCHAR	74.1%	Z
efrace01	BIGINT	74.1%	0
xefrac02	VARCHAR	74.1%	Z
efrace02	BIGINT	74.1%	0
xefrac13	VARCHAR	74.1%	Z
efrace13	BIGINT	74.1%	0
xefrac14	VARCHAR	74.1%	Z
efrace14	BIGINT	74.1%	0
xefrac15	VARCHAR	74.1%	R
efrace15	BIGINT	74.1%	1564
xefrac16	VARCHAR	74.1%	R
efrace16	BIGINT	74.1%	477
xefrac17	VARCHAR	78.2%	Z
efrace17	BIGINT	78.2%	0
xefrac23	VARCHAR	78.2%	Z
efrace23	BIGINT	78.2%	0
xefrac24	VARCHAR	78.2%	R
efrace24	BIGINT	78.2%	2041

ef_b

Rows: 3,365,326

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100663	Primary institution ID, joins across all IPEDS tables
efbage	BIGINT	6.2%	1
line	BIGINT	0.0%	412	Appears in 4 tables, common join key
lstudy	BIGINT	2.2%	1	Appears in 3 tables, common join key
xefage01	VARCHAR	0.0%	R
efage01	DOUBLE	0.2%	5719.0
xefage02	VARCHAR	0.0%	R
efage02	DOUBLE	0.1%	8960.0
xefage03	VARCHAR	6.2%	R
efage03	DOUBLE	9.5%	2142.0
xefage04	VARCHAR	6.2%	R
efage04	DOUBLE	9.5%	4084.0
xefage05	VARCHAR	6.2%	R
efage05	DOUBLE	6.3%	14679.0
xefage06	VARCHAR	6.2%	R
efage06	DOUBLE	9.5%	6226.0
xefage07	VARCHAR	6.2%	R
efage07	BIGINT	6.2%	7861
xefage08	VARCHAR	6.2%	R
efage08	BIGINT	6.2%	13044
xefage09	VARCHAR	6.2%	R
efage09	BIGINT	6.2%	20905
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
section	BIGINT	97.8%	1	Appears in 3 tables, common join key

ef_c

Rows: 1,426,858

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
efcstate	BIGINT	6.8%	1
line	BIGINT	0.0%	1	Appears in 4 tables, common join key
xefres01	VARCHAR	0.0%	R
efres01	BIGINT	0.0%	881
xefres02	VARCHAR	0.0%	R
efres02	DOUBLE	2.2%	464.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key

ef_d

Rows: 151,360

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
xgrcohrt	VARCHAR	8.1%	R
grcohrt	DOUBLE	39.5%	1939.0
xugenter	VARCHAR	8.1%	R
ugentern	DOUBLE	40.9%	2205.0
xpgrcohr	VARCHAR	8.1%	R
pgrcohrt	DOUBLE	41.0%	88.0
xrrftct	VARCHAR	24.3%	R
rrftct	DOUBLE	28.3%	1976.0
xrrftex	VARCHAR	24.3%	R
rrftex	DOUBLE	28.3%	0.0
xrrftin	VARCHAR	64.7%	R
rrftin	DOUBLE	66.8%	0.0
xrrftcta	VARCHAR	24.3%	R
rrftcta	DOUBLE	28.3%	1976.0
xret_nmf	VARCHAR	24.3%	R
ret_nmf	DOUBLE	28.3%	1381.0
xret_pcf	VARCHAR	8.1%	R
ret_pcf	DOUBLE	18.8%	70.0
xrrptct	VARCHAR	24.3%	R
rrptct	DOUBLE	46.0%	14.0
xrrptex	VARCHAR	24.3%	R
rrptex	DOUBLE	46.0%	0.0
xrrptin	VARCHAR	64.7%	R
rrptin	DOUBLE	77.4%	0.0
xrrptcta	VARCHAR	24.3%	R
rrptcta	DOUBLE	46.0%	14.0
xret_nmp	VARCHAR	24.3%	R
ret_nmp	DOUBLE	46.0%	3.0
xret_pcp	VARCHAR	8.1%	R
ret_pcp	DOUBLE	50.4%	21.0
xstufacr	VARCHAR	32.4%	R
stufacr	DOUBLE	32.4%	19.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
fyrpyear	DOUBLE	96.0%	1.0	Appears in 4 tables, common join key
xtostucu	VARCHAR	96.0%	R
tostucu	DOUBLE	96.0%	20239.0
xtostucg	VARCHAR	96.0%	R
tostucg	DOUBLE	97.5%	3461.0
xtostucp	VARCHAR	96.0%	R
tostucp	DOUBLE	97.8%	661.0
xcdactua	VARCHAR	96.0%	R
cdactua	DOUBLE	96.8%	873152.0
xcnactua	VARCHAR	96.0%	B
cnactua	DOUBLE	97.8%	1141600.0
xcdactga	VARCHAR	96.0%	R
cdactga	DOUBLE	97.8%	111321.0

effy

Rows: 954,918

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	483708	Primary institution ID, joins across all IPEDS tables
effyalev	BIGINT	29.8%	20
effylev	BIGINT	0.0%	-2
lstudy	BIGINT	0.0%	1	Appears in 3 tables, common join key
xeytotlt	VARCHAR	9.7%	R
efytotlt	BIGINT	9.7%	579
xeytotlm	VARCHAR	9.7%	R
efytotlm	BIGINT	9.7%	103
xeytotlw	VARCHAR	9.7%	R
efytotlw	BIGINT	9.7%	476
xefyaiat	VARCHAR	9.7%	Z
efyaiant	DOUBLE	12.5%	0.0
xefyaiam	VARCHAR	9.7%	Z
efyaianm	DOUBLE	12.5%	0.0
xefyaiaw	VARCHAR	9.7%	Z
efyaianw	DOUBLE	12.5%	0.0
xefyasit	VARCHAR	9.7%	R
efyasiat	DOUBLE	12.5%	48.0
xefyasim	VARCHAR	9.7%	R
efyasiam	DOUBLE	12.5%	12.0
xefyasiw	VARCHAR	9.7%	R
efyasiaw	DOUBLE	12.5%	36.0
xefybkat	VARCHAR	9.7%	R
efybkaat	DOUBLE	12.5%	394.0
xefybkam	VARCHAR	9.7%	R
efybkaam	DOUBLE	12.5%	71.0
xefybkaw	VARCHAR	9.7%	R
efybkaaw	DOUBLE	12.5%	323.0
xefyhist	VARCHAR	9.7%	R
efyhispt	DOUBLE	12.5%	90.0
xefyhism	VARCHAR	9.7%	R
efyhispm	DOUBLE	12.5%	13.0
xefyhisw	VARCHAR	9.7%	R
efyhispw	DOUBLE	12.5%	77.0
xefynhpt	VARCHAR	9.7%	Z
efynhpit	DOUBLE	12.5%	0.0
xefynhpm	VARCHAR	9.7%	Z
efynhpim	DOUBLE	12.5%	0.0
xefynhpw	VARCHAR	9.7%	Z
efynhpiw	DOUBLE	12.5%	0.0
xefywhit	VARCHAR	9.7%	R
efywhitt	DOUBLE	12.5%	24.0
xefywhim	VARCHAR	9.7%	R
efywhitm	DOUBLE	12.5%	6.0
xefywhiw	VARCHAR	9.7%	R
efywhitw	DOUBLE	12.5%	18.0
xefy2mot	VARCHAR	9.7%	R
efy2mort	DOUBLE	12.5%	22.0
xefy2mom	VARCHAR	9.7%	R
efy2morm	DOUBLE	12.5%	1.0
xefy2mow	VARCHAR	9.7%	R
efy2morw	DOUBLE	12.5%	21.0
xeyunknt	VARCHAR	9.7%	R
efyunknt	BIGINT	9.7%	1
xeyunknm	VARCHAR	9.7%	Z
efyunknm	BIGINT	9.7%	0
xeyunknw	VARCHAR	9.7%	R
efyunknw	BIGINT	9.7%	1
xeynralt	VARCHAR	9.7%	Z
efynralt	BIGINT	9.7%	0
xeynralm	VARCHAR	9.7%	Z
efynralm	BIGINT	9.7%	0
xeynralw	VARCHAR	9.7%	Z
efynralw	BIGINT	9.7%	0
xefyguun	VARCHAR	51.5%	A
efyguun	DOUBLE	94.3%	0.0
xefygukn	VARCHAR	51.5%	A
efygukn	DOUBLE	94.6%	35.0
year	BIGINT	0.0%	2025	Appears in 26 tables, common join key
xefyguan	VARCHAR	63.5%	A
efyguan	DOUBLE	99.1%	0.0
xefyguto	VARCHAR	63.5%	R
efygutot	DOUBLE	96.0%	0.0
xfyrac03	VARCHAR	85.3%	R
fyrace03	DOUBLE	87.3%	2533.0
xfyrac04	VARCHAR	85.3%	R
fyrace04	DOUBLE	87.3%	3028.0
xfyrac05	VARCHAR	85.3%	R
fyrace05	DOUBLE	87.3%	8.0
xfyrac06	VARCHAR	85.3%	R
fyrace06	DOUBLE	87.3%	7.0
xfyrac07	VARCHAR	85.3%	R
fyrace07	DOUBLE	87.3%	12.0
xfyrac08	VARCHAR	85.3%	R
fyrace08	DOUBLE	87.3%	17.0
xfyrac09	VARCHAR	85.3%	R
fyrace09	DOUBLE	87.3%	13.0
xfyrac10	VARCHAR	85.3%	R
fyrace10	DOUBLE	87.3%	19.0
xfyrac11	VARCHAR	85.3%	R
fyrace11	DOUBLE	87.3%	152.0
xfyrac12	VARCHAR	85.3%	R
fyrace12	DOUBLE	87.3%	230.0
xfyrac18	VARCHAR	85.3%	R
fyrace18	DOUBLE	87.3%	5561.0
xfyrac19	VARCHAR	85.3%	R
fyrace19	DOUBLE	87.3%	15.0
xfyrac20	VARCHAR	85.3%	R
fyrace20	DOUBLE	87.3%	29.0
xfyrac21	VARCHAR	85.3%	R
fyrace21	DOUBLE	87.3%	32.0
xfyrac22	VARCHAR	85.3%	R
fyrace22	DOUBLE	87.3%	382.0
xdveyait	VARCHAR	95.0%	R
dveyait	BIGINT	95.0%	15
xdveyaim	VARCHAR	95.0%	R
dveyaim	BIGINT	95.0%	8
xdveyaiw	VARCHAR	95.0%	R
dveyaiw	BIGINT	95.0%	7
xdveyapt	VARCHAR	95.0%	R
dveyapt	BIGINT	95.0%	29
xdveyapm	VARCHAR	95.0%	R
dveyapm	BIGINT	95.0%	12
xdveyapw	VARCHAR	95.0%	R
dveyapw	BIGINT	95.0%	17
xdveybkt	VARCHAR	95.0%	R
dveybkt	BIGINT	95.0%	5561
xdveybkm	VARCHAR	95.0%	R
dveybkm	BIGINT	95.0%	2533
xdveybkw	VARCHAR	95.0%	R
dveybkw	BIGINT	95.0%	3028
xdveyhst	VARCHAR	95.0%	R
dveyhst	BIGINT	95.0%	32
xdveyhsm	VARCHAR	95.0%	R
dveyhsm	BIGINT	95.0%	13
xdveyhsw	VARCHAR	95.0%	R
dveyhsw	BIGINT	95.0%	19
xdveywht	VARCHAR	95.0%	R
dveywht	BIGINT	95.0%	382
xdveywhm	VARCHAR	95.0%	R
dveywhm	BIGINT	95.0%	152
xdveywhw	VARCHAR	95.0%	R
dveywhw	BIGINT	95.0%	230
xfyrac01	VARCHAR	90.3%	Z
fyrace01	BIGINT	90.3%	0
xfyrac02	VARCHAR	90.3%	Z
fyrace02	BIGINT	90.3%	0
xfyrac13	VARCHAR	90.3%	R
fyrace13	BIGINT	90.3%	12965
xfyrac14	VARCHAR	90.3%	R
fyrace14	BIGINT	90.3%	3683
xfyrac15	VARCHAR	90.3%	R
fyrace15	BIGINT	90.3%	268053
xfyrac16	VARCHAR	90.3%	R
fyrace16	BIGINT	90.3%	64042
xfyrac17	VARCHAR	90.3%	Z
fyrace17	BIGINT	90.3%	0
xfyrac23	VARCHAR	90.3%	R
fyrace23	BIGINT	90.3%	16648
xfyrac24	VARCHAR	90.3%	R
fyrace24	BIGINT	90.3%	332095

efia

Rows: 160,588

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
xcdactua	VARCHAR	0.0%	R
cdactua	DOUBLE	31.9%	168861.0
xcnactua	VARCHAR	0.0%	A
cnactua	DOUBLE	62.7%	85812.0
xcdactga	VARCHAR	0.0%	R
cdactga	DOUBLE	68.4%	16596.0
xefteug	VARCHAR	8.1%	G
efteug	DOUBLE	12.1%	5629.0
xeftegd	VARCHAR	8.1%	G
eftegd	DOUBLE	71.9%	692.0
xfteug	VARCHAR	8.1%	G
fteug	DOUBLE	12.1%	5629.0
xftegd	VARCHAR	8.1%	G
ftegd	DOUBLE	71.9%	692.0
xftedpp	VARCHAR	42.5%	A
ftedpp	DOUBLE	93.2%	1606.0
acttype	BIGINT	8.1%	2
year	BIGINT	0.0%	2025	Appears in 26 tables, common join key

f1a

Rows: 44,245

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
xf1a01	VARCHAR	0.0%	R
f1a01	DOUBLE	19.2%	180654640.0
xf1a31	VARCHAR	24.3%	R
f1a31	DOUBLE	41.4%	233194452.0
xf1a04	VARCHAR	0.0%	R
f1a04	DOUBLE	19.2%	0.0
xf1a05	VARCHAR	0.0%	R
f1a05	DOUBLE	19.2%	233194452.0
xf1a06	VARCHAR	0.0%	R
f1a06	DOUBLE	19.2%	413849092.0
xf1a19	VARCHAR	60.3%	R
f1a19	DOUBLE	69.4%	31296759.0
xf1a07	VARCHAR	0.0%	R
f1a07	DOUBLE	19.2%	0.0
xf1a08	VARCHAR	0.0%	R
f1a08	DOUBLE	19.2%	99445116.0
xf1a09	VARCHAR	0.0%	R
f1a09	DOUBLE	19.2%	99445116.0
xf1a10	VARCHAR	0.0%	R
f1a10	DOUBLE	19.2%	73285311.0
xf1a11	VARCHAR	0.0%	R
f1a11	DOUBLE	19.2%	121457201.0
xf1a12	VARCHAR	0.0%	R
f1a12	DOUBLE	19.2%	194742512.0
xf1a13	VARCHAR	0.0%	R
f1a13	DOUBLE	19.2%	294187628.0
xf1a20	VARCHAR	60.3%	R
f1a20	DOUBLE	69.4%	35223353.0
xf1a14	VARCHAR	0.0%	R
f1a14	DOUBLE	19.2%	161096091.0
xf1a15	VARCHAR	0.0%	R
f1a15	DOUBLE	19.2%	-72898379.0
xf1a16	VARCHAR	0.0%	R
f1a16	DOUBLE	19.2%	27536158.0
xf1a17	VARCHAR	0.0%	R
f1a17	DOUBLE	19.2%	1000.0
xf1a18	VARCHAR	0.0%	R
f1a18	DOUBLE	19.2%	115734870.0
xf1a214	VARCHAR	0.0%	R
f1a214	DOUBLE	19.2%	11066543.0
xf1a224	VARCHAR	0.0%	Z
f1a224	DOUBLE	19.2%	0.0
xf1a234	VARCHAR	0.0%	R
f1a234	DOUBLE	19.2%	319154721.0
xf1a324	VARCHAR	24.3%	R
f1a324	DOUBLE	46.7%	44319348.0
xf1a274	VARCHAR	0.0%	R
f1a274	DOUBLE	19.2%	18672016.0
xf1a27t4	VARCHAR	28.8%	R
f1a27t4	DOUBLE	45.2%	393212628.0
xf1a284	VARCHAR	0.0%	R
f1a284	DOUBLE	19.2%	166678750.0
xf1a334	VARCHAR	24.3%	Z
f1a334	DOUBLE	46.7%	0.0
xf1a344	VARCHAR	24.3%	R
f1a344	DOUBLE	46.7%	6660573.0
xf1d01	VARCHAR	0.0%	R
f1d01	DOUBLE	15.1%	236433604.0
xf1d02	VARCHAR	0.0%	R
f1d02	DOUBLE	15.1%	261700182.0
xf1d03	VARCHAR	0.0%	R
f1d03	DOUBLE	15.5%	-25266578.0
xf1d04	VARCHAR	0.0%	R
f1d04	DOUBLE	19.2%	141433143.0
xf1d05	VARCHAR	0.0%	R
f1d05	DOUBLE	19.2%	-431695.0
xf1d06	VARCHAR	0.0%	R
f1d06	DOUBLE	19.2%	115734870.0
xf1b01	VARCHAR	0.0%	R
f1b01	BIGINT	0.0%	43172609
xf1b02	VARCHAR	0.0%	R
f1b02	BIGINT	0.0%	40073931
xf1b03	VARCHAR	0.0%	R
f1b03	BIGINT	0.0%	2479144
xf1b04	VARCHAR	0.0%	R
f1b04	BIGINT	0.0%	0
xf1b04a	VARCHAR	24.3%	R
f1b04a	DOUBLE	30.4%	0.0
xf1b04b	VARCHAR	24.3%	R
f1b04b	DOUBLE	30.4%	0.0
xf1b05	VARCHAR	0.0%	R
f1b05	DOUBLE	10.0%	37885576.0
xf1b06	VARCHAR	0.0%	R
f1b06	DOUBLE	57.7%	0.0
xf1b26	VARCHAR	24.3%	R
f1b26	DOUBLE	30.4%	1632297.0
xf1b07	VARCHAR	0.0%	R
f1b07	DOUBLE	57.8%	0.0
xf1b08	VARCHAR	0.0%	R
f1b08	DOUBLE	0.0%	4781669.0
xf1b09	VARCHAR	0.0%	R
f1b09	DOUBLE	0.0%	130025226.0
xf1b10	VARCHAR	0.0%	R
f1b10	BIGINT	0.0%	3190075
xf1b11	VARCHAR	0.0%	R
f1b11	BIGINT	0.0%	75401110
xf1b12	VARCHAR	0.0%	Z
f1b12	BIGINT	0.0%	0
xf1b13	VARCHAR	0.0%	R
f1b13	BIGINT	0.0%	24113450
xf1b14	VARCHAR	0.0%	R
f1b14	BIGINT	0.0%	0
xf1b15	VARCHAR	0.0%	R
f1b15	BIGINT	0.0%	0
xf1b16	VARCHAR	0.0%	R
f1b16	BIGINT	0.0%	770000
xf1b17	VARCHAR	0.0%	R
f1b17	DOUBLE	0.0%	2933743.0
xf1b18	VARCHAR	0.0%	R
f1b18	DOUBLE	0.0%	0.0
xf1b19	VARCHAR	0.0%	R
f1b19	DOUBLE	0.0%	106408378.0
xf1b27	VARCHAR	33.2%	R
f1b27	DOUBLE	33.2%	236433604.0
xf1b20	VARCHAR	0.0%	R
f1b20	DOUBLE	11.4%	0.0
xf1b21	VARCHAR	0.0%	R
f1b21	DOUBLE	11.4%	0.0
xf1b22	VARCHAR	0.0%	R
f1b22	DOUBLE	11.4%	0.0
xf1b23	VARCHAR	0.0%	R
f1b23	DOUBLE	4.4%	0.0
xf1b24	VARCHAR	0.0%	R
f1b24	DOUBLE	0.0%	0.0
xf1b25	VARCHAR	0.0%	R
f1b25	DOUBLE	0.0%	236433604.0
xf1c011	VARCHAR	0.0%	R
f1c011	DOUBLE	0.0%	40523298.0
xf1c012	VARCHAR	0.0%	R
f1c012	DOUBLE	0.0%	28933351.0
xf1c021	VARCHAR	0.0%	R
f1c021	DOUBLE	0.0%	18543915.0
xf1c022	VARCHAR	0.0%	R
f1c022	DOUBLE	0.0%	8247734.0
xf1c031	VARCHAR	0.0%	R
f1c031	DOUBLE	0.0%	15261698.0
xf1c032	VARCHAR	0.0%	R
f1c032	DOUBLE	0.0%	6611987.0
xf1c051	VARCHAR	0.0%	R
f1c051	DOUBLE	0.0%	9702741.0
xf1c052	VARCHAR	0.0%	R
f1c052	DOUBLE	0.0%	5545999.0
xf1c061	VARCHAR	0.0%	R
f1c061	DOUBLE	0.0%	24038627.0
xf1c062	VARCHAR	0.0%	R
f1c062	DOUBLE	0.0%	6616437.0
xf1c071	VARCHAR	0.0%	R
f1c071	DOUBLE	0.0%	19857772.0
xf1c072	VARCHAR	0.0%	R
f1c072	DOUBLE	0.0%	8771044.0
xf1c101	VARCHAR	0.0%	R
f1c101	DOUBLE	0.2%	31335949.0
xf1c111	VARCHAR	0.0%	R
f1c111	DOUBLE	11.4%	46013258.0
xf1c112	VARCHAR	0.0%	R
f1c112	DOUBLE	11.4%	6875696.0
xf1c121	VARCHAR	0.0%	R
f1c121	DOUBLE	57.8%	0.0
xf1c122	VARCHAR	0.0%	Z
f1c122	DOUBLE	57.8%	0.0
xf1c131	VARCHAR	0.0%	R
f1c131	DOUBLE	57.8%	0.0
xf1c132	VARCHAR	0.0%	Z
f1c132	DOUBLE	57.8%	0.0
xf1c141	VARCHAR	0.0%	R
f1c141	DOUBLE	0.0%	56422924.0
xf1c142	VARCHAR	0.0%	R
f1c142	DOUBLE	0.0%	2963587.0
xf1c191	VARCHAR	0.0%	R
f1c191	DOUBLE	0.0%	261700182.0
xf1c192	VARCHAR	0.0%	R
f1c192	DOUBLE	0.0%	74565835.0
xf1c193	VARCHAR	0.0%	R
f1c193	DOUBLE	0.0%	31320233.0
xf1c19om	VARCHAR	60.3%	R
f1c19om	BIGINT	60.3%	3003715
xf1c19dp	VARCHAR	60.3%	R
f1c19dp	BIGINT	60.3%	12403501
xf1c19in	VARCHAR	60.3%	R
f1c19in	BIGINT	60.3%	124167
xf1c19ot	VARCHAR	60.3%	R
f1c19ot	DOUBLE	60.3%	140282731.0
f1mhp	BIGINT	55.9%	1
xf1m01	VARCHAR	55.9%	R
f1m01	DOUBLE	68.4%	15424000.0
xf1m02	VARCHAR	55.9%	R
f1m02	DOUBLE	68.4%	108151000.0
xf1m03	VARCHAR	55.9%	R
f1m03	DOUBLE	68.4%	4004000.0
xf1m04	VARCHAR	55.9%	R
f1m04	DOUBLE	68.4%	20778000.0
f1mhop	BIGINT	78.2%	1
xf1m05	VARCHAR	73.7%	R
f1m05	DOUBLE	82.1%	6154695.0
xf1m06	VARCHAR	73.7%	R
f1m06	DOUBLE	82.1%	10313493.0
xf1m07	VARCHAR	73.7%	R
f1m07	DOUBLE	82.1%	31219353.0
xf1m08	VARCHAR	73.7%	R
f1m08	DOUBLE	82.1%	10518759.0
xf1e01	VARCHAR	0.0%	R
f1e01	DOUBLE	3.0%	24113450.0
xf1e02	VARCHAR	0.0%	R
f1e02	DOUBLE	3.0%	15478750.0
xf1e03	VARCHAR	0.0%	R
f1e03	DOUBLE	3.0%	2479144.0
xf1e04	VARCHAR	0.0%	R
f1e04	DOUBLE	3.0%	0.0
xf1e05	VARCHAR	0.0%	R
f1e05	DOUBLE	3.0%	457823.0
xf1e06	VARCHAR	0.0%	R
f1e06	DOUBLE	3.0%	20327025.0
xf1e07	VARCHAR	0.0%	R
f1e07	DOUBLE	3.0%	62856192.0
xf1e08	VARCHAR	0.0%	R
f1e08	DOUBLE	3.0%	31520243.0
xf1e09	VARCHAR	0.0%	R
f1e09	DOUBLE	3.0%	0.0
xf1e10	VARCHAR	0.0%	R
f1e10	DOUBLE	3.0%	31520243.0
xf1e11	VARCHAR	0.0%	R
f1e11	DOUBLE	2.8%	31335949.0
xf1e12	VARCHAR	78.2%	R
f1e12	DOUBLE	78.9%	0.0
xf1e121	VARCHAR	78.2%	R
f1e121	DOUBLE	78.9%	0.0
xf1e122	VARCHAR	78.2%	R
f1e122	DOUBLE	78.9%	0.0
xf1e13	VARCHAR	78.2%	R
f1e13	DOUBLE	78.9%	277340.0
xf1e131	VARCHAR	78.2%	R
f1e131	DOUBLE	78.9%	277340.0
xf1e132	VARCHAR	78.2%	Z
f1e132	DOUBLE	78.9%	0.0
xf1e14	VARCHAR	78.2%	R
f1e14	DOUBLE	78.9%	58478.0
xf1e141	VARCHAR	78.2%	R
f1e141	DOUBLE	78.9%	58478.0
xf1e142	VARCHAR	78.2%	Z
f1e142	DOUBLE	78.9%	0.0
xf1e15	VARCHAR	78.2%	R
f1e15	DOUBLE	78.9%	0.0
xf1e151	VARCHAR	78.2%	Z
f1e151	DOUBLE	78.9%	0.0
xf1e152	VARCHAR	78.2%	Z
f1e152	DOUBLE	78.9%	0.0
xf1e16	VARCHAR	78.2%	R
f1e16	DOUBLE	78.9%	0.0
xf1e161	VARCHAR	78.2%	Z
f1e161	DOUBLE	78.9%	0.0
xf1e162	VARCHAR	78.2%	Z
f1e162	DOUBLE	78.9%	0.0
xf1e17	VARCHAR	78.2%	R
f1e17	DOUBLE	78.9%	31184425.0
xf1e171	VARCHAR	78.2%	R
f1e171	DOUBLE	78.9%	31184425.0
xf1e172	VARCHAR	78.2%	R
f1e172	DOUBLE	78.9%	0.0
f1fha	BIGINT	2.9%	2
xf1h01	VARCHAR	2.9%	A
f1h01	DOUBLE	36.3%	739372914.0
xf1h02	VARCHAR	2.9%	A
f1h02	DOUBLE	36.3%	858989211.0
xf1h03	VARCHAR	78.2%	A
f1h03	DOUBLE	84.9%	119616297.0
xf1h03a	VARCHAR	78.2%	A
f1h03a	DOUBLE	84.9%	34676076.0
xf1h03b	VARCHAR	78.2%	A
f1h03b	DOUBLE	84.9%	84940221.0
xf1h03c	VARCHAR	78.2%	A
f1h03c	DOUBLE	84.9%	-32303611.0
xf1h03d	VARCHAR	78.2%	A
f1h03d	DOUBLE	84.9%	32303611.0
xf1n01	VARCHAR	78.2%	R
f1n01	DOUBLE	83.1%	27984574.0
xf1n02	VARCHAR	78.2%	R
f1n02	DOUBLE	83.1%	235478590.0
xf1n03	VARCHAR	78.2%	R
f1n03	DOUBLE	83.1%	-26221592.0
xf1n04	VARCHAR	78.2%	R
f1n04	DOUBLE	83.1%	115733869.0
xf1n05	VARCHAR	78.2%	R
f1n05	DOUBLE	83.1%	-45362221.0
xf1n06	VARCHAR	78.2%	R
f1n06	DOUBLE	83.1%	68084358.0
xf1n07	VARCHAR	78.2%	R
f1n07	DOUBLE	83.1%	261700182.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xf1c013	VARCHAR	39.7%	R
f1c013	DOUBLE	39.7%	6893526.0
xf1c014	VARCHAR	39.7%	R
f1c014	DOUBLE	39.7%	2169522.0
xf1c015	VARCHAR	39.7%	R
f1c015	DOUBLE	39.7%	1517879.0
xf1c016	VARCHAR	64.0%	R
f1c016	DOUBLE	70.0%	3812817.0
xf1c017	VARCHAR	68.4%	R
f1c017	DOUBLE	70.9%	600867.0
xf1c023	VARCHAR	39.7%	R
f1c023	DOUBLE	39.7%	723458.0
xf1c024	VARCHAR	39.7%	R
f1c024	DOUBLE	39.7%	515745.0
xf1c025	VARCHAR	39.7%	R
f1c025	DOUBLE	39.7%	3127149.0
xf1c026	VARCHAR	64.0%	R
f1c026	DOUBLE	70.0%	906393.0
xf1c027	VARCHAR	68.4%	R
f1c027	DOUBLE	70.9%	142840.0
xf1c033	VARCHAR	39.7%	R
f1c033	DOUBLE	39.7%	2717021.0
xf1c034	VARCHAR	39.7%	R
f1c034	DOUBLE	39.7%	1085519.0
xf1c035	VARCHAR	39.7%	R
f1c035	DOUBLE	39.7%	4438690.0
xf1c036	VARCHAR	64.0%	R
f1c036	DOUBLE	70.0%	1907742.0
xf1c037	VARCHAR	68.4%	R
f1c037	DOUBLE	70.9%	300644.0
xf1c053	VARCHAR	39.7%	R
f1c053	DOUBLE	39.7%	926940.0
xf1c054	VARCHAR	39.7%	R
f1c054	DOUBLE	39.7%	443039.0
xf1c055	VARCHAR	39.7%	R
f1c055	DOUBLE	39.7%	2291192.0
xf1c056	VARCHAR	64.0%	R
f1c056	DOUBLE	70.0%	778618.0
xf1c057	VARCHAR	68.4%	R
f1c057	DOUBLE	70.9%	122703.0
xf1c063	VARCHAR	39.7%	R
f1c063	DOUBLE	39.7%	2238420.0
xf1c064	VARCHAR	39.7%	R
f1c064	DOUBLE	39.7%	1014962.0
xf1c065	VARCHAR	39.7%	R
f1c065	DOUBLE	39.7%	5195576.0
xf1c066	VARCHAR	64.0%	R
f1c066	DOUBLE	70.0%	1783741.0
xf1c067	VARCHAR	68.4%	R
f1c067	DOUBLE	70.9%	281102.0
xf1c073	VARCHAR	39.7%	R
f1c073	DOUBLE	39.7%	2905645.0
xf1c074	VARCHAR	39.7%	R
f1c074	DOUBLE	39.7%	1892470.0
xf1c075	VARCHAR	39.7%	R
f1c075	DOUBLE	39.7%	13067622.0
xf1c076	VARCHAR	64.0%	R
f1c076	DOUBLE	70.0%	3325913.0
xf1c077	VARCHAR	68.4%	R
f1c077	DOUBLE	70.9%	524135.0
xf1c081	VARCHAR	44.2%	R
f1c081	DOUBLE	47.1%	0.0
xf1c082	VARCHAR	39.7%	R
f1c082	DOUBLE	39.7%	336317.0
xf1c083	VARCHAR	39.7%	R
f1c083	DOUBLE	39.7%	124630.0
xf1c084	VARCHAR	39.7%	R
f1c084	DOUBLE	39.7%	0.0
xf1c085	VARCHAR	39.7%	R
f1c085	DOUBLE	39.7%	13382831.0
xf1c086	VARCHAR	64.0%	R
f1c086	DOUBLE	70.0%	-13843778.0
xf1c087	VARCHAR	68.4%	R
f1c087	DOUBLE	70.9%	0.0
xf1c105	VARCHAR	39.7%	R
f1c105	DOUBLE	39.9%	16282814.0
xf1c113	VARCHAR	39.7%	R
f1c113	DOUBLE	44.8%	361251.0
xf1c114	VARCHAR	39.7%	R
f1c114	DOUBLE	44.8%	755957.0
xf1c115	VARCHAR	39.7%	R
f1c115	DOUBLE	44.8%	9009616.0
xf1c116	VARCHAR	64.0%	R
f1c116	DOUBLE	75.2%	1328554.0
xf1c117	VARCHAR	68.4%	R
f1c117	DOUBLE	76.1%	209369.0
xf1c123	VARCHAR	39.7%	Z
f1c123	DOUBLE	72.9%	0.0
xf1c124	VARCHAR	39.7%	Z
f1c124	DOUBLE	72.9%	0.0
xf1c125	VARCHAR	39.7%	Z
f1c125	DOUBLE	72.9%	0.0
xf1c126	VARCHAR	64.0%	Z
f1c126	DOUBLE	90.3%	0.0
xf1c127	VARCHAR	68.4%	Z
f1c127	DOUBLE	90.5%	0.0
xf1c133	VARCHAR	39.7%	Z
f1c133	DOUBLE	72.9%	0.0
xf1c134	VARCHAR	39.7%	Z
f1c134	DOUBLE	72.9%	0.0
xf1c135	VARCHAR	39.7%	Z
f1c135	DOUBLE	72.9%	0.0
xf1c136	VARCHAR	64.0%	Z
f1c136	DOUBLE	90.3%	0.0
xf1c137	VARCHAR	68.4%	Z
f1c137	DOUBLE	90.5%	0.0
xf1c143	VARCHAR	39.7%	R
f1c143	DOUBLE	39.7%	0.0
xf1c144	VARCHAR	39.7%	R
f1c144	DOUBLE	39.7%	0.0
xf1c145	VARCHAR	39.7%	R
f1c145	DOUBLE	39.7%	3143712.0
xf1c146	VARCHAR	64.0%	R
f1c146	DOUBLE	70.0%	0.0
xf1c147	VARCHAR	68.4%	R
f1c147	DOUBLE	70.9%	0.0
xf1c194	VARCHAR	39.7%	R
f1c194	DOUBLE	39.7%	7877214.0
xf1c195	VARCHAR	39.7%	R
f1c195	DOUBLE	39.7%	71457081.0
xf1c196	VARCHAR	77.4%	R
f1c196	BIGINT	77.4%	0
xf1c197	VARCHAR	68.4%	R
f1c197	DOUBLE	70.9%	2181660.0
i	DOUBLE	100.0%
xf1a02	VARCHAR	66.8%	R
f1a02	DOUBLE	72.5%	202736045.0
xf1a03	VARCHAR	66.8%	R
f1a03	DOUBLE	72.5%	77530882.0
xf1a211	VARCHAR	66.8%	R
f1a211	DOUBLE	72.5%	4982207.0
xf1a212	VARCHAR	66.8%	Z
f1a212	DOUBLE	72.5%	0.0
xf1a213	VARCHAR	66.8%	R
f1a213	DOUBLE	72.5%	0.0
xf1a221	VARCHAR	66.8%	Z
f1a221	DOUBLE	72.5%	0.0
xf1a222	VARCHAR	66.8%	Z
f1a222	DOUBLE	72.5%	0.0
xf1a223	VARCHAR	66.8%	Z
f1a223	DOUBLE	72.5%	0.0
xf1a231	VARCHAR	66.8%	R
f1a231	DOUBLE	72.5%	141008356.0
xf1a232	VARCHAR	66.8%	R
f1a232	DOUBLE	72.5%	4020956.0
xf1a233	VARCHAR	66.8%	R
f1a233	DOUBLE	72.5%	0.0
xf1a241	VARCHAR	66.8%	R
f1a241	DOUBLE	72.5%	11306307.0
xf1a242	VARCHAR	66.8%	R
f1a242	DOUBLE	72.5%	206979.0
xf1a243	VARCHAR	66.8%	R
f1a243	DOUBLE	72.5%	0.0
xf1a244	VARCHAR	66.8%	R
f1a244	DOUBLE	72.5%	11513286.0
xf1a251	VARCHAR	66.8%	R
f1a251	DOUBLE	72.5%	13806677.0
xf1a252	VARCHAR	66.8%	R
f1a252	DOUBLE	72.5%	160376.0
xf1a253	VARCHAR	66.8%	R
f1a253	DOUBLE	72.5%	0.0
xf1a254	VARCHAR	66.8%	R
f1a254	DOUBLE	72.5%	13967053.0
xf1a261	VARCHAR	66.8%	R
f1a261	DOUBLE	72.5%	1883060.0
xf1a262	VARCHAR	66.8%	Z
f1a262	DOUBLE	72.5%	0.0
xf1a263	VARCHAR	66.8%	R
f1a263	DOUBLE	72.5%	1258149.0
xf1a264	VARCHAR	66.8%	R
f1a264	DOUBLE	72.5%	624911.0
xf1a271	VARCHAR	66.8%	R
f1a271	DOUBLE	72.5%	12688132.0
xf1a272	VARCHAR	66.8%	R
f1a272	DOUBLE	72.5%	14556055.0
xf1a273	VARCHAR	66.8%	R
f1a273	DOUBLE	72.5%	0.0
xf1a27t1	VARCHAR	95.5%	R
f1a27t1	DOUBLE	97.7%	185674739.0
xf1a27t2	VARCHAR	95.5%	R
f1a27t2	DOUBLE	97.7%	18944366.0
xf1a27t3	VARCHAR	95.5%	R
f1a27t3	DOUBLE	97.7%	1258149.0
xf1a281	VARCHAR	66.8%	R
f1a281	DOUBLE	72.5%	72609889.0
xf1a282	VARCHAR	66.8%	R
f1a282	DOUBLE	72.5%	4920993.0
xf1a283	VARCHAR	66.8%	R
f1a283	DOUBLE	72.5%	0.0
xf1c091	VARCHAR	66.8%	R
f1c091	DOUBLE	69.6%	4920993.0
xf1c094	VARCHAR	66.8%	R
f1c094	DOUBLE	69.6%	4920993.0
xf1c102	VARCHAR	66.8%	A
f1c102	DOUBLE	93.4%	0.0
xf1c103	VARCHAR	66.8%	A
f1c103	DOUBLE	93.4%	0.0
xf1c104	VARCHAR	66.8%	A
f1c104	DOUBLE	93.4%	0.0
xf1c151	VARCHAR	66.8%	R
f1c151	DOUBLE	68.8%	120384276.0
xf1c152	VARCHAR	66.8%	R
f1c152	DOUBLE	68.8%	57236714.0
xf1c153	VARCHAR	66.8%	R
f1c153	DOUBLE	68.8%	14981321.0
xf1c154	VARCHAR	66.8%	R
f1c154	DOUBLE	68.8%	4920993.0
xf1c155	VARCHAR	66.8%	R
f1c155	DOUBLE	68.8%	43245248.0
xf1c161	VARCHAR	66.8%	R
f1c161	DOUBLE	68.8%	2593617.0
xf1c165	VARCHAR	66.8%	R
f1c165	DOUBLE	68.8%	2593617.0
xf1c171	VARCHAR	66.8%	R
f1c171	DOUBLE	68.8%	0.0
xf1c172	VARCHAR	66.8%	R
f1c172	DOUBLE	68.8%	0.0
xf1c173	VARCHAR	66.8%	R
f1c173	DOUBLE	68.8%	0.0
xf1c174	VARCHAR	66.8%	R
f1c174	DOUBLE	68.8%	0.0
xf1c175	VARCHAR	66.8%	R
f1c175	DOUBLE	68.8%	0.0
xf1c181	VARCHAR	66.8%	R
f1c181	DOUBLE	68.8%	2593617.0
xf1c182	VARCHAR	66.8%	R
f1c182	DOUBLE	68.8%	0.0
xf1c183	VARCHAR	66.8%	R
f1c183	DOUBLE	68.8%	0.0
xf1c184	VARCHAR	66.8%	R
f1c184	DOUBLE	68.8%	0.0
xf1c185	VARCHAR	66.8%	R
f1c185	DOUBLE	68.8%	2593617.0

f2

Rows: 44,704

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100690	Primary institution ID, joins across all IPEDS tables
xf2a01	VARCHAR	0.0%	R
f2a01	DOUBLE	10.1%	10536035.0
xf2a19	VARCHAR	29.7%	R
f2a19	DOUBLE	42.9%	2433432.0
xf2a20	VARCHAR	29.7%	R
f2a20	DOUBLE	42.9%	0.0
xf2a02	VARCHAR	0.0%	R
f2a02	DOUBLE	10.1%	16820592.0
xf2a03	VARCHAR	0.0%	R
f2a03	DOUBLE	10.1%	926932.0
xf2a03a	VARCHAR	29.7%	R
f2a03a	DOUBLE	42.9%	0.0
xf2a04	VARCHAR	0.0%	R
f2a04	DOUBLE	10.1%	15410339.0
xf2a05	VARCHAR	0.0%	R
f2a05	DOUBLE	10.1%	483321.0
xf2a05a	VARCHAR	12.8%	R
f2a05a	DOUBLE	22.7%	174864.0
xf2a05b	VARCHAR	29.7%	R
f2a05b	DOUBLE	42.9%	308457.0
xf2a06	VARCHAR	0.0%	R
f2a06	DOUBLE	10.1%	15893660.0
xf2a11	VARCHAR	0.0%	R
f2a11	DOUBLE	10.1%	1340625.0
xf2a12	VARCHAR	0.0%	R
f2a12	DOUBLE	10.1%	1065662.0
xf2a13	VARCHAR	0.0%	R
f2a13	DOUBLE	10.1%	3216469.0
xf2a15	VARCHAR	29.7%	R
f2a15	DOUBLE	42.9%	0.0
xf2a16	VARCHAR	29.7%	R
f2a16	DOUBLE	42.9%	0.0
xf2a17	VARCHAR	29.7%	R
f2a17	DOUBLE	42.9%	5622756.0
xf2a18	VARCHAR	29.7%	R
f2a18	DOUBLE	42.9%	3189324.0
xf2b01	VARCHAR	0.0%	R
f2b01	DOUBLE	7.2%	7840002.0
xf2b02	VARCHAR	0.0%	R
f2b02	DOUBLE	7.2%	7453320.0
xf2b03	VARCHAR	0.0%	R
f2b03	DOUBLE	8.7%	0.0
xf2b04	VARCHAR	0.0%	R
f2b04	DOUBLE	9.9%	386682.0
xf2b05	VARCHAR	0.0%	R
f2b05	DOUBLE	9.9%	15506978.0
xf2b06	VARCHAR	0.0%	R
f2b06	DOUBLE	9.9%	0.0
xf2b07	VARCHAR	0.0%	R
f2b07	DOUBLE	9.9%	15893660.0
xf2c01	VARCHAR	0.0%	R
f2c01	DOUBLE	0.2%	1.0
xf2c02	VARCHAR	0.0%	R
f2c02	DOUBLE	0.2%	13959.0
xf2c03	VARCHAR	0.0%	R
f2c03	DOUBLE	0.2%	0.0
xf2c04	VARCHAR	0.0%	R
f2c04	DOUBLE	0.2%	0.0
xf2c05	VARCHAR	0.0%	R
f2c05	DOUBLE	0.2%	0.0
xf2c06	VARCHAR	0.0%	R
f2c06	DOUBLE	0.2%	810026.0
xf2c07	VARCHAR	0.0%	R
f2c07	DOUBLE	0.2%	823986.0
xf2c08	VARCHAR	0.0%	R
f2c08	DOUBLE	0.2%	823985.0
xf2c09	VARCHAR	0.0%	R
f2c09	DOUBLE	0.2%	0.0
xf2c10	VARCHAR	63.4%	R
f2c10	DOUBLE	63.4%	823985.0
xf2c12	VARCHAR	80.0%	R
f2c12	DOUBLE	80.1%	0.0
xf2c121	VARCHAR	80.0%	R
f2c121	DOUBLE	80.1%	0.0
xf2c122	VARCHAR	80.0%	R
f2c122	DOUBLE	80.1%	0.0
xf2c13	VARCHAR	80.0%	R
f2c13	DOUBLE	80.1%	13959.0
xf2c131	VARCHAR	80.0%	R
f2c131	DOUBLE	80.1%	13959.0
xf2c132	VARCHAR	80.0%	R
f2c132	DOUBLE	80.1%	0.0
xf2c14	VARCHAR	80.0%	R
f2c14	DOUBLE	80.1%	0.0
xf2c141	VARCHAR	80.0%	R
f2c141	DOUBLE	80.1%	0.0
xf2c142	VARCHAR	80.0%	R
f2c142	DOUBLE	80.1%	0.0
xf2c15	VARCHAR	80.0%	R
f2c15	DOUBLE	80.1%	0.0
xf2c151	VARCHAR	80.0%	R
f2c151	DOUBLE	80.1%	0.0
xf2c152	VARCHAR	80.0%	R
f2c152	DOUBLE	80.1%	0.0
xf2c16	VARCHAR	80.0%	R
f2c16	DOUBLE	80.1%	0.0
xf2c161	VARCHAR	80.0%	R
f2c161	DOUBLE	80.1%	0.0
xf2c162	VARCHAR	80.0%	R
f2c162	DOUBLE	80.1%	0.0
xf2c17	VARCHAR	80.0%	R
f2c17	DOUBLE	80.1%	810026.0
xf2c171	VARCHAR	80.0%	R
f2c171	DOUBLE	80.1%	810026.0
xf2c172	VARCHAR	80.0%	R
f2c172	DOUBLE	80.1%	0.0
xf2d01	VARCHAR	0.0%	R
f2d01	DOUBLE	0.0%	7408702.0
xf2d012	VARCHAR	29.7%	R
f2d012	DOUBLE	34.9%	7408702.0
xf2d013	VARCHAR	29.7%	R
f2d013	DOUBLE	34.9%	0.0
xf2d014	VARCHAR	29.7%	R
f2d014	DOUBLE	34.9%	0.0
xf2d02	VARCHAR	0.0%	R
f2d02	BIGINT	0.0%	0
xf2d022	VARCHAR	29.7%	R
f2d022	DOUBLE	34.9%	0.0
xf2d023	VARCHAR	29.7%	R
f2d023	DOUBLE	34.9%	0.0
xf2d024	VARCHAR	29.7%	R
f2d024	DOUBLE	34.9%	0.0
xf2d03	VARCHAR	0.0%	R
f2d03	BIGINT	0.0%	0
xf2d032	VARCHAR	29.7%	R
f2d032	DOUBLE	34.9%	0.0
xf2d033	VARCHAR	29.7%	R
f2d033	DOUBLE	34.9%	0.0
xf2d034	VARCHAR	29.7%	R
f2d034	DOUBLE	34.9%	0.0
xf2d04	VARCHAR	0.0%	R
f2d04	BIGINT	0.0%	0
xf2d042	VARCHAR	29.7%	R
f2d042	DOUBLE	34.9%	0.0
xf2d043	VARCHAR	29.7%	R
f2d043	DOUBLE	34.9%	0.0
xf2d044	VARCHAR	29.7%	R
f2d044	DOUBLE	34.9%	0.0
xf2d05	VARCHAR	0.0%	R
f2d05	DOUBLE	0.0%	13959.0
xf2d052	VARCHAR	29.7%	R
f2d052	DOUBLE	34.9%	13959.0
xf2d053	VARCHAR	29.7%	R
f2d053	DOUBLE	34.9%	0.0
xf2d054	VARCHAR	29.7%	R
f2d054	DOUBLE	34.9%	0.0
xf2d06	VARCHAR	0.0%	R
f2d06	BIGINT	0.0%	0
xf2d062	VARCHAR	29.7%	R
f2d062	DOUBLE	34.9%	0.0
xf2d063	VARCHAR	29.7%	R
f2d063	DOUBLE	34.9%	0.0
xf2d064	VARCHAR	29.7%	R
f2d064	DOUBLE	34.9%	0.0
xf2d07	VARCHAR	0.0%	R
f2d07	BIGINT	0.0%	0
xf2d072	VARCHAR	29.7%	R
f2d072	DOUBLE	34.9%	0.0
xf2d073	VARCHAR	29.7%	R
f2d073	DOUBLE	34.9%	0.0
xf2d074	VARCHAR	29.7%	R
f2d074	DOUBLE	34.9%	0.0
xf2d08	VARCHAR	0.0%	R
f2d08	DOUBLE	0.0%	77845.0
xf2d082	VARCHAR	29.7%	R
f2d082	DOUBLE	34.9%	77845.0
xf2d083	VARCHAR	29.7%	R
f2d083	DOUBLE	34.9%	0.0
xf2d084	VARCHAR	29.7%	R
f2d084	DOUBLE	34.9%	0.0
xf2d08a	VARCHAR	29.7%	R
f2d08a	DOUBLE	34.9%	77845.0
xf2d082a	VARCHAR	29.7%	R
f2d082a	DOUBLE	34.9%	77845.0
xf2d083a	VARCHAR	29.7%	R
f2d083a	DOUBLE	34.9%	0.0
xf2d084a	VARCHAR	29.7%	R
f2d084a	DOUBLE	34.9%	0.0
xf2d08b	VARCHAR	29.7%	R
f2d08b	DOUBLE	34.9%	0.0
xf2d082b	VARCHAR	29.7%	R
f2d082b	DOUBLE	34.9%	0.0
xf2d083b	VARCHAR	29.7%	R
f2d083b	DOUBLE	34.9%	0.0
xf2d084b	VARCHAR	29.7%	R
f2d084b	DOUBLE	34.9%	0.0
xf2d09	VARCHAR	0.0%	R
f2d09	BIGINT	0.0%	0
xf2d092	VARCHAR	29.7%	R
f2d092	DOUBLE	34.9%	0.0
xf2d093	VARCHAR	29.7%	R
f2d093	DOUBLE	34.9%	0.0
xf2d094	VARCHAR	29.7%	R
f2d094	DOUBLE	34.9%	0.0
xf2d10	VARCHAR	0.0%	R
f2d10	DOUBLE	0.0%	140875.0
xf2d102	VARCHAR	29.7%	R
f2d102	DOUBLE	34.9%	143066.0
xf2d103	VARCHAR	29.7%	R
f2d103	DOUBLE	34.9%	-2191.0
xf2d104	VARCHAR	29.7%	R
f2d104	DOUBLE	34.9%	0.0
xf2d11	VARCHAR	0.0%	Z
f2d11	DOUBLE	0.0%	0.0
xf2d112	VARCHAR	29.7%	Z
f2d112	DOUBLE	34.9%	0.0
xf2d12	VARCHAR	0.0%	R
f2d12	DOUBLE	5.4%	0.0
xf2d122	VARCHAR	29.7%	R
f2d122	DOUBLE	40.3%	0.0
xf2d13	VARCHAR	0.0%	R
f2d13	DOUBLE	11.7%	0.0
xf2d132	VARCHAR	29.7%	R
f2d132	DOUBLE	43.7%	0.0
xf2d14	VARCHAR	0.0%	R
f2d14	DOUBLE	11.7%	0.0
xf2d142	VARCHAR	29.7%	R
f2d142	DOUBLE	43.7%	0.0
xf2d143	VARCHAR	29.7%	R
f2d143	DOUBLE	43.7%	0.0
xf2d144	VARCHAR	29.7%	R
f2d144	DOUBLE	43.7%	0.0
xf2d15	VARCHAR	0.0%	R
f2d15	DOUBLE	0.0%	198621.0
xf2d152	VARCHAR	29.7%	R
f2d152	DOUBLE	34.9%	198621.0
xf2d153	VARCHAR	29.7%	R
f2d153	DOUBLE	34.9%	0.0
xf2d154	VARCHAR	29.7%	R
f2d154	DOUBLE	34.9%	0.0
xf2d16	VARCHAR	0.0%	R
f2d16	DOUBLE	0.0%	7840002.0
xf2d162	VARCHAR	29.7%	R
f2d162	DOUBLE	34.9%	7842193.0
xf2d163	VARCHAR	29.7%	R
f2d163	DOUBLE	34.9%	-2191.0
xf2d164	VARCHAR	29.7%	R
f2d164	DOUBLE	34.9%	0.0
xf2d17	VARCHAR	46.4%	R
f2d17	BIGINT	46.4%	0
xf2d172	VARCHAR	29.7%	R
f2d172	DOUBLE	34.9%	0.0
xf2d173	VARCHAR	29.7%	R
f2d173	DOUBLE	34.9%	0.0
xf2d174	VARCHAR	33.8%	R
f2d174	DOUBLE	36.0%	0.0
xf2d18	VARCHAR	33.8%	R
f2d18	DOUBLE	36.0%	7840002.0
xf2d182	VARCHAR	29.7%	R
f2d182	DOUBLE	34.9%	7842193.0
xf2d183	VARCHAR	29.7%	R
f2d183	DOUBLE	34.9%	-2191.0
xf2d184	VARCHAR	29.7%	R
f2d184	DOUBLE	34.9%	0.0
xf2e011	VARCHAR	0.0%	R
f2e011	DOUBLE	0.0%	2601674.0
xf2e012	VARCHAR	0.0%	R
f2e012	DOUBLE	0.0%	1922659.0
xf2e021	VARCHAR	0.0%	R
f2e021	DOUBLE	0.0%	0.0
xf2e022	VARCHAR	0.0%	R
f2e022	DOUBLE	0.0%	0.0
xf2e031	VARCHAR	0.0%	R
f2e031	DOUBLE	0.0%	0.0
xf2e032	VARCHAR	0.0%	R
f2e032	DOUBLE	0.0%	0.0
xf2e041	VARCHAR	0.0%	R
f2e041	DOUBLE	0.0%	714381.0
xf2e042	VARCHAR	0.0%	R
f2e042	DOUBLE	0.0%	494843.0
xf2e051	VARCHAR	0.0%	R
f2e051	DOUBLE	0.0%	1139153.0
xf2e052	VARCHAR	0.0%	R
f2e052	DOUBLE	0.0%	868305.0
xf2e061	VARCHAR	0.0%	R
f2e061	DOUBLE	0.0%	2998112.0
xf2e062	VARCHAR	0.0%	R
f2e062	DOUBLE	0.0%	1063879.0
xf2e071	VARCHAR	0.0%	R
f2e071	DOUBLE	5.4%	0.0
xf2e072	VARCHAR	0.0%	R
f2e072	DOUBLE	5.4%	0.0
xf2e081	VARCHAR	0.0%	R
f2e081	DOUBLE	0.0%	0.0
xf2e091	VARCHAR	0.0%	R
f2e091	DOUBLE	11.7%	0.0
xf2e092	VARCHAR	0.0%	R
f2e092	DOUBLE	11.7%	0.0
xf2e101	VARCHAR	0.0%	R
f2e101	DOUBLE	11.7%	0.0
xf2e102	VARCHAR	0.0%	R
f2e102	DOUBLE	11.7%	0.0
xf2e121	VARCHAR	0.0%	R
f2e121	DOUBLE	0.0%	0.0
xf2e122	VARCHAR	0.0%	R
f2e122	DOUBLE	0.0%	0.0
xf2e131	VARCHAR	4.2%	R
f2e131	DOUBLE	4.2%	7453320.0
xf2e132	VARCHAR	4.2%	R
f2e132	DOUBLE	4.2%	4349686.0
xf2e133	VARCHAR	4.2%	R
f2e133	DOUBLE	4.2%	582179.0
xf2e134	VARCHAR	4.2%	R
f2e134	DOUBLE	12.7%	147985.0
xf2e135	VARCHAR	4.2%	R
f2e135	DOUBLE	4.2%	99768.0
xf2e136	VARCHAR	4.2%	R
f2e136	DOUBLE	4.2%	0.0
xf2e137	VARCHAR	4.2%	R
f2e137	DOUBLE	4.2%	2273702.0
f2fha	DOUBLE	8.5%	1.0
xf2h01	VARCHAR	8.5%	R
f2h01	DOUBLE	31.8%	174864.0
xf2h02	VARCHAR	8.5%	R
f2h02	DOUBLE	31.8%	174819.0
xf2h03	VARCHAR	80.0%	R
f2h03	DOUBLE	85.1%	-45.0
xf2h03a	VARCHAR	80.0%	R
f2h03a	DOUBLE	85.1%	0.0
xf2h03b	VARCHAR	80.0%	R
f2h03b	DOUBLE	85.1%	0.0
xf2h03c	VARCHAR	80.0%	R
f2h03c	DOUBLE	85.1%	0.0
xf2h03d	VARCHAR	80.0%	R
f2h03d	DOUBLE	85.1%	-45.0
xf2i01	VARCHAR	80.0%	R
f2i01	DOUBLE	82.1%	388873.0
xf2i02	VARCHAR	80.0%	R
f2i02	DOUBLE	82.1%	7408702.0
xf2i03	VARCHAR	80.0%	R
f2i03	DOUBLE	82.1%	386682.0
xf2i04	VARCHAR	80.0%	R
f2i04	DOUBLE	82.1%	15506978.0
xf2i05	VARCHAR	80.0%	R
f2i05	DOUBLE	82.1%	15893660.0
xf2i06	VARCHAR	80.0%	R
f2i06	DOUBLE	82.1%	0.0
xf2i07	VARCHAR	80.0%	R
f2i07	DOUBLE	82.1%	7453320.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xf2e013	VARCHAR	40.9%	R
f2e013	DOUBLE	40.9%	290086.0
xf2e014	VARCHAR	40.9%	R
f2e014	DOUBLE	40.9%	136772.0
xf2e015	VARCHAR	40.9%	R
f2e015	DOUBLE	40.9%	0.0
xf2e016	VARCHAR	40.9%	R
f2e016	DOUBLE	40.9%	0.0
xf2e017	VARCHAR	40.9%	R
f2e017	DOUBLE	40.9%	657663.0
xf2e023	VARCHAR	40.9%	R
f2e023	DOUBLE	40.9%	0.0
xf2e024	VARCHAR	40.9%	R
f2e024	DOUBLE	40.9%	0.0
xf2e025	VARCHAR	40.9%	R
f2e025	DOUBLE	40.9%	0.0
xf2e026	VARCHAR	40.9%	R
f2e026	DOUBLE	40.9%	0.0
xf2e027	VARCHAR	40.9%	R
f2e027	DOUBLE	40.9%	0.0
xf2e033	VARCHAR	40.9%	R
f2e033	DOUBLE	40.9%	0.0
xf2e034	VARCHAR	40.9%	R
f2e034	DOUBLE	40.9%	0.0
xf2e035	VARCHAR	40.9%	R
f2e035	DOUBLE	40.9%	0.0
xf2e036	VARCHAR	40.9%	R
f2e036	DOUBLE	40.9%	0.0
xf2e037	VARCHAR	40.9%	R
f2e037	DOUBLE	40.9%	0.0
xf2e043	VARCHAR	40.9%	R
f2e043	DOUBLE	40.9%	7110.0
xf2e044	VARCHAR	40.9%	R
f2e044	DOUBLE	40.9%	13026.0
xf2e045	VARCHAR	40.9%	R
f2e045	DOUBLE	40.9%	0.0
xf2e046	VARCHAR	40.9%	R
f2e046	DOUBLE	40.9%	0.0
xf2e047	VARCHAR	40.9%	R
f2e047	DOUBLE	40.9%	37276.0
xf2e053	VARCHAR	40.9%	R
f2e053	DOUBLE	40.9%	80342.0
xf2e054	VARCHAR	40.9%	R
f2e054	DOUBLE	40.9%	35821.0
xf2e055	VARCHAR	40.9%	R
f2e055	DOUBLE	40.9%	0.0
xf2e056	VARCHAR	40.9%	R
f2e056	DOUBLE	40.9%	0.0
xf2e057	VARCHAR	40.9%	R
f2e057	DOUBLE	40.9%	74073.0
xf2e063	VARCHAR	40.9%	R
f2e063	DOUBLE	40.9%	510128.0
xf2e064	VARCHAR	40.9%	R
f2e064	DOUBLE	40.9%	140028.0
xf2e065	VARCHAR	40.9%	R
f2e065	DOUBLE	40.9%	139849.0
xf2e066	VARCHAR	40.9%	R
f2e066	DOUBLE	40.9%	118216.0
xf2e067	VARCHAR	40.9%	R
f2e067	DOUBLE	40.9%	2328503.0
xf2e073	VARCHAR	40.9%	R
f2e073	DOUBLE	43.8%	0.0
xf2e074	VARCHAR	40.9%	R
f2e074	DOUBLE	43.8%	0.0
xf2e075	VARCHAR	40.9%	R
f2e075	DOUBLE	43.8%	0.0
xf2e076	VARCHAR	40.9%	R
f2e076	DOUBLE	43.8%	0.0
xf2e077	VARCHAR	40.9%	R
f2e077	DOUBLE	43.8%	0.0
xf2e087	VARCHAR	40.9%	R
f2e087	DOUBLE	40.9%	0.0
xf2e093	VARCHAR	40.9%	R
f2e093	DOUBLE	48.2%	0.0
xf2e094	VARCHAR	40.9%	R
f2e094	DOUBLE	48.2%	0.0
xf2e095	VARCHAR	40.9%	R
f2e095	DOUBLE	48.2%	0.0
xf2e096	VARCHAR	40.9%	R
f2e096	DOUBLE	48.2%	0.0
xf2e097	VARCHAR	40.9%	R
f2e097	DOUBLE	48.2%	0.0
xf2e103	VARCHAR	40.9%	R
f2e103	DOUBLE	48.2%	0.0
xf2e104	VARCHAR	40.9%	R
f2e104	DOUBLE	48.2%	0.0
xf2e105	VARCHAR	40.9%	R
f2e105	DOUBLE	48.2%	0.0
xf2e106	VARCHAR	40.9%	R
f2e106	DOUBLE	48.2%	0.0
xf2e107	VARCHAR	40.9%	R
f2e107	DOUBLE	48.2%	0.0
xf2e111	VARCHAR	36.6%	R
f2e111	DOUBLE	45.1%	0.0
xf2e112	VARCHAR	36.6%	R
f2e112	DOUBLE	36.6%	0.0
xf2e113	VARCHAR	40.9%	R
f2e113	DOUBLE	40.9%	0.0
xf2e114	VARCHAR	40.9%	R
f2e114	DOUBLE	40.9%	-325647.0
xf2e115	VARCHAR	40.9%	R
f2e115	DOUBLE	40.9%	0.0
xf2e116	VARCHAR	40.9%	R
f2e116	DOUBLE	40.9%	0.0
xf2e117	VARCHAR	40.9%	R
f2e117	DOUBLE	40.9%	325647.0
xf2e123	VARCHAR	40.9%	R
f2e123	DOUBLE	40.9%	0.0
xf2e124	VARCHAR	40.9%	R
f2e124	DOUBLE	40.9%	0.0
xf2e125	VARCHAR	40.9%	R
f2e125	DOUBLE	40.9%	0.0
xf2e126	VARCHAR	40.9%	R
f2e126	DOUBLE	40.9%	0.0
xf2e127	VARCHAR	40.9%	R
f2e127	DOUBLE	40.9%	0.0
i	DOUBLE	100.0%
xf2a14	VARCHAR	62.0%	Z
f2a14	DOUBLE	67.2%	0.0
xf2e082	VARCHAR	62.0%	A
f2e082	DOUBLE	87.2%	0.0
xf2e083	VARCHAR	66.2%	A
f2e083	DOUBLE	91.5%	0.0
xf2e084	VARCHAR	66.2%	A
f2e084	DOUBLE	91.5%	0.0
xf2e085	VARCHAR	66.2%	A
f2e085	DOUBLE	91.5%	0.0
xf2e086	VARCHAR	66.2%	A
f2e086	DOUBLE	91.5%	0.0
xf2e141	VARCHAR	95.8%	R
f2e141	BIGINT	95.8%	269211
xf2e151	VARCHAR	95.8%	R
f2e151	BIGINT	95.8%	131249
xf2e161	VARCHAR	95.8%	R
f2e161	BIGINT	95.8%	79703
xf2e171	VARCHAR	95.8%	R
f2e171	BIGINT	95.8%	1010784

f3

Rows: 61,533

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	101116	Primary institution ID, joins across all IPEDS tables
xf3a01	VARCHAR	0.0%	R
f3a01	DOUBLE	51.8%	6772738.0
xf3a01a	VARCHAR	56.2%	R
f3a01a	DOUBLE	88.3%	0.0
xf3a01b	VARCHAR	56.2%	R
f3a01b	DOUBLE	88.3%	542391.0
xf3a01c	VARCHAR	56.2%	R
f3a01c	DOUBLE	88.3%	0.0
xf3a02	VARCHAR	0.0%	R
f3a02	DOUBLE	51.8%	4303616.0
xf3a02a	VARCHAR	56.2%	R
f3a02a	DOUBLE	88.3%	0.0
xf3a03	VARCHAR	0.0%	R
f3a03	DOUBLE	51.8%	2469122.0
xf3a04	VARCHAR	0.0%	R
f3a04	DOUBLE	51.8%	6772738.0
xf3a05	VARCHAR	56.2%	R
f3a05	DOUBLE	88.3%	0.0
xf3a06	VARCHAR	56.2%	R
f3a06	DOUBLE	88.3%	1293557.0
xf3a07	VARCHAR	56.2%	R
f3a07	DOUBLE	88.3%	471595.0
xf3a08	VARCHAR	56.2%	R
f3a08	DOUBLE	88.3%	0.0
xf3a09	VARCHAR	56.2%	R
f3a09	DOUBLE	88.3%	134740.0
xf3a10	VARCHAR	56.2%	R
f3a10	DOUBLE	88.3%	1899892.0
xf3a11	VARCHAR	56.2%	R
f3a11	DOUBLE	88.3%	1357501.0
xf3a12	VARCHAR	56.2%	R
f3a12	DOUBLE	88.3%	542391.0
xf3b01	VARCHAR	0.0%	R
f3b01	DOUBLE	43.3%	6448031.0
xf3b02	VARCHAR	0.0%	R
f3b02	DOUBLE	43.3%	6477912.0
xf3b03	VARCHAR	0.0%	R
f3b03	DOUBLE	51.5%	0.0
xf3b04	VARCHAR	0.0%	R
f3b04	DOUBLE	51.5%	-29881.0
xf3b05	VARCHAR	0.0%	R
f3b05	DOUBLE	52.2%	425599.0
xf3b06	VARCHAR	0.0%	R
f3b06	DOUBLE	51.6%	2073404.0
xf3b07	VARCHAR	0.0%	R
f3b07	DOUBLE	51.5%	0.0
xf3b08	VARCHAR	0.0%	R
f3b08	DOUBLE	51.5%	2469122.0
xf3c01	VARCHAR	0.0%	R
f3c01	DOUBLE	0.2%	1551934.0
xf3c02	VARCHAR	0.0%	R
f3c02	DOUBLE	0.2%	78140.0
xf3c03	VARCHAR	0.0%	R
f3c03	DOUBLE	0.2%	103506.0
xf3c03a	VARCHAR	56.2%	R
f3c03a	DOUBLE	56.3%	103506.0
xf3c03b	VARCHAR	56.2%	R
f3c03b	DOUBLE	56.3%	0.0
xf3c04	VARCHAR	0.0%	R
f3c04	DOUBLE	0.2%	969392.0
xf3c05	VARCHAR	0.0%	R
f3c05	DOUBLE	0.2%	2702972.0
xf3c06	VARCHAR	0.0%	R
f3c06	DOUBLE	0.2%	0.0
xf3c07	VARCHAR	0.0%	R
f3c07	DOUBLE	0.2%	0.0
xf3c08	VARCHAR	66.3%	R
f3c08	DOUBLE	66.3%	0.0
xf3c12	VARCHAR	82.7%	R
f3c12	DOUBLE	82.7%	0.0
xf3c121	VARCHAR	82.7%	R
f3c121	DOUBLE	82.7%	0.0
xf3c122	VARCHAR	82.7%	R
f3c122	DOUBLE	82.7%	0.0
xf3c13	VARCHAR	82.7%	R
f3c13	DOUBLE	82.7%	0.0
xf3c131	VARCHAR	82.7%	R
f3c131	DOUBLE	82.7%	0.0
xf3c132	VARCHAR	82.7%	R
f3c132	DOUBLE	82.7%	0.0
xf3c14	VARCHAR	82.7%	R
f3c14	DOUBLE	82.7%	0.0
xf3c141	VARCHAR	82.7%	R
f3c141	DOUBLE	82.7%	0.0
xf3c142	VARCHAR	82.7%	R
f3c142	DOUBLE	82.7%	0.0
xf3c15	VARCHAR	82.7%	R
f3c15	DOUBLE	82.7%	0.0
xf3c151	VARCHAR	82.7%	R
f3c151	DOUBLE	82.7%	0.0
xf3c152	VARCHAR	82.7%	R
f3c152	DOUBLE	82.7%	0.0
xf3c16	VARCHAR	82.7%	R
f3c16	DOUBLE	82.7%	0.0
xf3c161	VARCHAR	82.7%	R
f3c161	DOUBLE	82.7%	0.0
xf3c162	VARCHAR	82.7%	R
f3c162	DOUBLE	82.7%	0.0
xf3c17	VARCHAR	82.7%	R
f3c17	DOUBLE	82.7%	0.0
xf3c171	VARCHAR	82.7%	R
f3c171	DOUBLE	82.7%	0.0
xf3c172	VARCHAR	82.7%	R
f3c172	DOUBLE	82.7%	0.0
xf3d01	VARCHAR	0.0%	R
f3d01	DOUBLE	0.1%	4569436.0
xf3d02	VARCHAR	0.0%	R
f3d02	DOUBLE	0.1%	1630074.0
xf3d02a	VARCHAR	56.2%	R
f3d02a	BIGINT	56.2%	0
xf3d02b	VARCHAR	56.2%	R
f3d02b	BIGINT	56.2%	1630074
xf3d03	VARCHAR	0.0%	R
f3d03	DOUBLE	0.1%	103506.0
xf3d03a	VARCHAR	56.2%	R
f3d03a	BIGINT	56.2%	0
xf3d03b	VARCHAR	56.2%	R
f3d03b	BIGINT	56.2%	103506
xf3d03c	VARCHAR	56.2%	R
f3d03c	BIGINT	56.2%	0
xf3d03d	VARCHAR	56.2%	R
f3d03d	BIGINT	56.2%	0
xf3d04	VARCHAR	0.0%	R
f3d04	DOUBLE	0.1%	0.0
xf3d05	VARCHAR	0.0%	R
f3d05	DOUBLE	0.1%	0.0
xf3d06	VARCHAR	0.0%	R
f3d06	DOUBLE	0.1%	0.0
xf3d07	VARCHAR	0.0%	R
f3d07	DOUBLE	43.9%	134369.0
xf3d12	VARCHAR	56.2%	R
f3d12	DOUBLE	92.7%	0.0
xf3d08	VARCHAR	0.0%	R
f3d08	DOUBLE	0.1%	10646.0
xf3d09	VARCHAR	0.0%	R
f3d09	DOUBLE	0.1%	6448031.0
xf3e011	VARCHAR	56.2%	R
f3e011	BIGINT	56.2%	2335507
xf3e012	VARCHAR	56.2%	R
f3e012	BIGINT	56.2%	1496769
xf3e02a1	VARCHAR	56.2%	Z
f3e02a1	BIGINT	56.2%	0
xf3e02a2	VARCHAR	56.2%	Z
f3e02a2	BIGINT	56.2%	0
xf3e02b1	VARCHAR	56.2%	Z
f3e02b1	BIGINT	56.2%	0
xf3e02b2	VARCHAR	56.2%	Z
f3e02b2	BIGINT	56.2%	0
xf3e03a1	VARCHAR	56.2%	R
f3e03a1	BIGINT	56.2%	124416
xf3e03a2	VARCHAR	56.2%	R
f3e03a2	BIGINT	56.2%	73984
xf3e03b1	VARCHAR	56.2%	R
f3e03b1	BIGINT	56.2%	869774
xf3e03b2	VARCHAR	56.2%	R
f3e03b2	BIGINT	56.2%	735322
xf3e03c1	VARCHAR	56.2%	R
f3e03c1	BIGINT	56.2%	2964729
xf3e03c2	VARCHAR	56.2%	R
f3e03c2	BIGINT	56.2%	136884
xf3e041	VARCHAR	56.2%	R
f3e041	DOUBLE	85.2%	0.0
xf3e042	VARCHAR	56.2%	R
f3e042	DOUBLE	85.2%	0.0
xf3e051	VARCHAR	56.2%	Z
f3e051	BIGINT	56.2%	0
xf3e101	VARCHAR	56.2%	Z
f3e101	DOUBLE	92.7%	0.0
xf3e102	VARCHAR	56.2%	Z
f3e102	DOUBLE	92.7%	0.0
xf3e061	VARCHAR	56.2%	R
f3e061	BIGINT	56.2%	183486
xf3e062	VARCHAR	56.2%	R
f3e062	BIGINT	56.2%	0
xf3e071	VARCHAR	56.2%	R
f3e071	BIGINT	56.2%	6477912
xf3e072	VARCHAR	56.2%	R
f3e072	BIGINT	56.2%	2442959
xf3e073	VARCHAR	56.2%	R
f3e073	BIGINT	56.2%	186792
xf3e074	VARCHAR	66.3%	R
f3e074	BIGINT	66.3%	1486764
xf3e075	VARCHAR	56.2%	R
f3e075	BIGINT	56.2%	183487
xf3e076	VARCHAR	56.2%	R
f3e076	BIGINT	56.2%	0
xf3e077	VARCHAR	56.2%	R
f3e077	BIGINT	56.2%	2177910
xf3f01	VARCHAR	56.2%	R
f3f01	DOUBLE	92.9%	0.0
xf3f02	VARCHAR	56.2%	R
f3f02	DOUBLE	92.9%	0.0
f3f03	BIGINT	56.2%	1
xf3g01	VARCHAR	82.7%	R
f3g01	DOUBLE	95.8%	-29881.0
xf3g02	VARCHAR	82.7%	R
f3g02	DOUBLE	95.8%	6448031.0
xf3g03	VARCHAR	82.7%	R
f3g03	DOUBLE	95.8%	2469122.0
xf3g04	VARCHAR	82.7%	R
f3g04	DOUBLE	95.8%	6772738.0
xf3g05	VARCHAR	82.7%	R
f3g05	DOUBLE	95.8%	1926731.0
xf3g06	VARCHAR	82.7%	R
f3g06	DOUBLE	95.8%	0.0
xf3g07	VARCHAR	82.7%	R
f3g07	DOUBLE	95.8%	6477912.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xf3e013	VARCHAR	89.9%	R
f3e013	BIGINT	89.9%	276572
xf3e014	VARCHAR	89.9%	R
f3e014	BIGINT	89.9%	466612
xf3e015	VARCHAR	89.9%	R
f3e015	BIGINT	89.9%	147895
xf3e016	VARCHAR	89.9%	Z
f3e016	BIGINT	89.9%	0
xf3e017	VARCHAR	89.9%	R
f3e017	BIGINT	89.9%	512928
xf3e02a3	VARCHAR	89.9%	Z
f3e02a3	BIGINT	89.9%	0
xf3e02a4	VARCHAR	89.9%	Z
f3e02a4	BIGINT	89.9%	0
xf3e02a5	VARCHAR	89.9%	Z
f3e02a5	BIGINT	89.9%	0
xf3e02a6	VARCHAR	89.9%	Z
f3e02a6	BIGINT	89.9%	0
xf3e02a7	VARCHAR	89.9%	Z
f3e02a7	BIGINT	89.9%	0
xf3e02b3	VARCHAR	89.9%	Z
f3e02b3	BIGINT	89.9%	0
xf3e02b4	VARCHAR	89.9%	Z
f3e02b4	BIGINT	89.9%	0
xf3e02b5	VARCHAR	89.9%	Z
f3e02b5	BIGINT	89.9%	0
xf3e02b6	VARCHAR	89.9%	Z
f3e02b6	BIGINT	89.9%	0
xf3e02b7	VARCHAR	89.9%	Z
f3e02b7	BIGINT	89.9%	0
xf3e03a3	VARCHAR	89.9%	R
f3e03a3	BIGINT	89.9%	70465
xf3e03a4	VARCHAR	89.9%	R
f3e03a4	BIGINT	89.9%	82976
xf3e03a5	VARCHAR	89.9%	R
f3e03a5	BIGINT	89.9%	26300
xf3e03a6	VARCHAR	89.9%	Z
f3e03a6	BIGINT	89.9%	0
xf3e03a7	VARCHAR	89.9%	R
f3e03a7	BIGINT	89.9%	55583
xf3e03b3	VARCHAR	89.9%	R
f3e03b3	BIGINT	89.9%	185588
xf3e03b4	VARCHAR	89.9%	R
f3e03b4	BIGINT	89.9%	220489
xf3e03b5	VARCHAR	89.9%	R
f3e03b5	BIGINT	89.9%	69885
xf3e03b6	VARCHAR	89.9%	Z
f3e03b6	BIGINT	89.9%	0
xf3e03b7	VARCHAR	89.9%	R
f3e03b7	BIGINT	89.9%	1047902
xf3e03c3	VARCHAR	89.9%	R
f3e03c3	BIGINT	89.9%	216729
xf3e03c4	VARCHAR	89.9%	R
f3e03c4	BIGINT	89.9%	535449
xf3e03c5	VARCHAR	89.9%	R
f3e03c5	BIGINT	89.9%	169713
xf3e03c6	VARCHAR	89.9%	Z
f3e03c6	BIGINT	89.9%	0
xf3e03c7	VARCHAR	89.9%	R
f3e03c7	BIGINT	89.9%	2644406
xf3e043	VARCHAR	89.9%	Z
f3e043	DOUBLE	96.0%	0.0
xf3e044	VARCHAR	89.9%	R
f3e044	DOUBLE	96.0%	54729.0
xf3e045	VARCHAR	89.9%	R
f3e045	DOUBLE	96.0%	17347.0
xf3e046	VARCHAR	89.9%	Z
f3e046	DOUBLE	96.0%	0.0
xf3e047	VARCHAR	89.9%	R
f3e047	DOUBLE	96.0%	334697.0
xf3e057	VARCHAR	89.9%	Z
f3e057	BIGINT	89.9%	0
xf3e103	VARCHAR	89.9%	Z
f3e103	DOUBLE	97.8%	0.0
xf3e104	VARCHAR	89.9%	Z
f3e104	DOUBLE	97.8%	0.0
xf3e105	VARCHAR	89.9%	Z
f3e105	DOUBLE	97.8%	0.0
xf3e106	VARCHAR	89.9%	Z
f3e106	DOUBLE	97.8%	0.0
xf3e107	VARCHAR	89.9%	Z
f3e107	DOUBLE	97.8%	0.0
xf3e111	VARCHAR	89.9%	R
f3e111	BIGINT	89.9%	0
xf3e112	VARCHAR	89.9%	R
f3e112	BIGINT	89.9%	67421
xf3e113	VARCHAR	89.9%	R
f3e113	BIGINT	89.9%	12002
xf3e114	VARCHAR	89.9%	R
f3e114	BIGINT	89.9%	-1360255
xf3e115	VARCHAR	89.9%	R
f3e115	BIGINT	89.9%	63817
xf3e116	VARCHAR	89.9%	Z
f3e116	BIGINT	89.9%	0
xf3e117	VARCHAR	89.9%	R
f3e117	BIGINT	89.9%	1217015
xf3e063	VARCHAR	89.9%	R
f3e063	BIGINT	89.9%	0
xf3e064	VARCHAR	89.9%	R
f3e064	BIGINT	89.9%	0
xf3e065	VARCHAR	89.9%	R
f3e065	BIGINT	89.9%	0
xf3e066	VARCHAR	89.9%	Z
f3e066	BIGINT	89.9%	0
xf3e067	VARCHAR	89.9%	R
f3e067	BIGINT	89.9%	0
xf3e01	VARCHAR	43.8%	R
f3e01	DOUBLE	43.9%	2959765.0
xf3e02	VARCHAR	43.8%	R
f3e02	DOUBLE	43.9%	0.0
xf3e03	VARCHAR	43.8%	R
f3e03	DOUBLE	43.9%	8697494.0
xf3e04	VARCHAR	43.8%	R
f3e04	DOUBLE	58.7%	463998.0
xf3e05	VARCHAR	43.8%	R
f3e05	DOUBLE	43.9%	0.0
xf3e06	VARCHAR	43.8%	R
f3e06	DOUBLE	43.9%	0.0
xf3e07	VARCHAR	43.8%	R
f3e07	DOUBLE	43.9%	12121257.0

flags

Rows: 153,757

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
stat_ic	BIGINT	0.0%	1	Appears in 3 tables, common join key
lock_ic	BIGINT	0.0%	8	Appears in 3 tables, common join key
imp_ic	BIGINT	0.0%	-2
stat_c	BIGINT	0.0%	1	Appears in 3 tables, common join key
lock_c	BIGINT	0.0%	8	Appears in 3 tables, common join key
prch_c	BIGINT	0.0%	-2	Appears in 3 tables, common join key
idx_c	BIGINT	0.0%	-2	Appears in 3 tables, common join key
pcc_f	VARCHAR	39.3%	96.0
imp_c	BIGINT	0.0%	-2	Appears in 3 tables, common join key
stat_e12	BIGINT	13.6%	1
lock_e12	BIGINT	13.6%	8
prch_e12	BIGINT	13.6%	-2
idx_e12	BIGINT	13.6%	-2
pce12_f	VARCHAR	39.5%	91.0
imp_e12	BIGINT	13.6%	-2
enrhsst	BIGINT	92.2%	1
enrhsst1	BIGINT	92.2%	1
enrhsst2	BIGINT	92.2%	0
year	BIGINT	0.0%	2025	Appears in 26 tables, common join key
stat_cos	BIGINT	96.1%	1
stat_cos1	BIGINT	96.1%	1
lock_cos1	BIGINT	96.1%	8
prch_cos	BIGINT	96.1%	-2
idx_cos	BIGINT	96.1%	-2
pccos_f	DOUBLE	100.0%
imp_cos1	BIGINT	96.1%	-2
stat_cos2	BIGINT	96.1%	1
lock_cos2	BIGINT	96.1%	8
imp_cos2	BIGINT	96.1%	-2
stat_sfa	BIGINT	3.9%	1	Appears in 3 tables, common join key
lock_sfa	BIGINT	3.9%	8	Appears in 3 tables, common join key
prch_sfa	BIGINT	3.9%	-2	Appears in 3 tables, common join key
idx_sfa	BIGINT	3.9%	-2	Appears in 3 tables, common join key
pcsfa_f	VARCHAR	39.4%	100.0
imp_sfa	BIGINT	3.9%	-2	Appears in 3 tables, common join key
sfaform	BIGINT	51.5%	2
stat_gr	BIGINT	3.9%	1	Appears in 3 tables, common join key
lock_gr	BIGINT	3.9%	8	Appears in 3 tables, common join key
prch_gr	BIGINT	3.9%	-2	Appears in 3 tables, common join key
idx_gr	BIGINT	3.9%	-2	Appears in 3 tables, common join key
pcgr_f	VARCHAR	39.4%	.
imp_gr	BIGINT	3.9%	-2	Appears in 3 tables, common join key
cohrtstu	BIGINT	3.9%	1	Appears in 3 tables, common join key
stat_gr2	BIGINT	26.8%	1
lock_gr2	BIGINT	26.8%	8
prch_gr2	BIGINT	26.8%	-2
idx_gr2	DOUBLE	26.8%	-2.0
pcgr2_f	VARCHAR	64.4%	.
imp_gr2	BIGINT	26.8%	-2
stat_om	BIGINT	56.5%	1
lock_om	BIGINT	56.5%	8
prch_om	BIGINT	56.5%	-2
idx_om	BIGINT	56.5%	-2
pcom_f	VARCHAR	64.4%	.
imp_om	BIGINT	56.5%	-2
stat_adm	BIGINT	51.5%	1
lock_adm	BIGINT	51.5%	8
prch_adm	BIGINT	75.4%	-2
idx_adm	BIGINT	75.4%	-2
pcadm_f	VARCHAR	83.4%	.
imp_adm	BIGINT	51.5%	-2
stat_hr	BIGINT	8.4%	1
lock_hr	BIGINT	8.4%	8
prch_hr	BIGINT	8.4%	-2
idx_hr	BIGINT	8.4%	-2
pchr_f	VARCHAR	39.2%	90.0
imp_hr	BIGINT	8.4%	-2
ftemp15	BIGINT	3.9%	1	Appears in 3 tables, common join key
tenursys	BIGINT	41.4%	1	Appears in 3 tables, common join key
sa_excl	BIGINT	3.9%	2	Appears in 3 tables, common join key
stat_eap	BIGINT	3.9%	1	Appears in 3 tables, common join key
stat_sa	BIGINT	3.9%	1	Appears in 3 tables, common join key
stat_s	BIGINT	3.9%	1	Appears in 3 tables, common join key
stat_ef	BIGINT	3.9%	1	Appears in 3 tables, common join key
lock_ef	BIGINT	3.9%	8	Appears in 3 tables, common join key
prch_ef	BIGINT	3.9%	-2	Appears in 3 tables, common join key
idx_ef	BIGINT	3.9%	-2	Appears in 3 tables, common join key
pcef_f	VARCHAR	39.4%	90.0
imp_ef	BIGINT	3.9%	-2	Appears in 3 tables, common join key
pta99_ef	BIGINT	3.9%	1	Appears in 3 tables, common join key
ptacipef	BIGINT	3.9%	-2	Appears in 3 tables, common join key
ptb_ef	BIGINT	3.9%	-2	Appears in 3 tables, common join key
ptc_ef	BIGINT	3.9%	1	Appears in 3 tables, common join key
ptd_ef	BIGINT	3.9%	1	Appears in 3 tables, common join key
stat_f	BIGINT	3.9%	1	Appears in 3 tables, common join key
lock_f	BIGINT	3.9%	8	Appears in 3 tables, common join key
prch_f	DOUBLE	4.3%	-2.0	Appears in 3 tables, common join key
idx_f	DOUBLE	4.3%	-2.0	Appears in 3 tables, common join key
pcf_f	VARCHAR	37.1%	45.0
prchtp_f	BIGINT	61.4%	-2
imp_f	BIGINT	3.9%	-2	Appears in 3 tables, common join key
form_f	BIGINT	3.9%	4	Appears in 3 tables, common join key
fybeg	BIGINT	3.9%	102023	Appears in 3 tables, common join key
fyend	BIGINT	3.9%	92024	Appears in 3 tables, common join key
gpfs	BIGINT	3.9%	3	Appears in 3 tables, common join key
f1gasbal	BIGINT	3.9%	3	Appears in 3 tables, common join key
f2pell	BIGINT	8.4%	-2
f3pell	BIGINT	36.4%	-2
fcolathl	BIGINT	88.0%	1
f_athex1	BIGINT	88.0%	1
f_athex2	BIGINT	88.0%	0
f_athex9	BIGINT	88.0%	0
f_athrv	BIGINT	88.0%	1
f_athrv1	BIGINT	79.7%	0
f_athrv2	BIGINT	79.7%	1
f_athrv9	BIGINT	79.7%	0
f3bist	BIGINT	51.5%	-2
stat_al	BIGINT	51.5%	1
lock_al	BIGINT	51.5%	8
prch_al	BIGINT	51.5%	-2
idx_al	BIGINT	51.5%	-2
pcal_f	VARCHAR	58.9%	100.0
imp_al	BIGINT	51.5%	-2
hasal	BIGINT	51.5%	1
ntrldstr	BIGINT	22.1%	0
rev_c	BIGINT	3.9%	0	Appears in 3 tables, common join key
rev_e12	BIGINT	17.5%	0
rev_ic	BIGINT	22.1%	0
rev_gr	BIGINT	7.8%	0	Appears in 3 tables, common join key
rev_gr2	BIGINT	30.7%	0
rev_om	BIGINT	60.4%	0
rev_sfa	BIGINT	7.8%	0	Appears in 3 tables, common join key
rev_adm	BIGINT	55.4%	0
rev_hr	BIGINT	12.3%	0
rev_f	BIGINT	7.8%	0	Appears in 3 tables, common join key
rev_ef	BIGINT	7.8%	0	Appears in 3 tables, common join key
rev_al	BIGINT	55.4%	0
f_athltc	BIGINT	20.4%	1
f_athrv3	BIGINT	91.7%	0
omflg1gr	BIGINT	95.0%	-2
omflg2gr	BIGINT	95.0%	0
omflg3gr	BIGINT	95.0%	-2
omflg4	BIGINT	95.0%	0
omflg5	BIGINT	95.0%	0
omflg6gr	BIGINT	95.0%	0
pcf_f_rv	VARCHAR	85.1%	.
hasgrurl	BIGINT	66.1%	1
grdisurl	VARCHAR	66.1%	www.aamu.edu
re_c	BIGINT	85.7%	2
re_e12	BIGINT	85.7%	-1
fyrpyear	BIGINT	67.5%	-1	Appears in 4 tables, common join key
longpgm	BIGINT	67.5%	-1	Appears in 3 tables, common join key
re_gr	BIGINT	85.7%	-1
fp_c	BIGINT	90.6%	-2
fp_e12	BIGINT	90.6%	-2
re_hr	BIGINT	90.6%	-1
re_ef	BIGINT	90.6%	-1
f_ver	BIGINT	90.6%	-1
cufasb	BIGINT	72.4%	-1	Appears in 3 tables, common join key
cugasb	BIGINT	72.4%	-1	Appears in 3 tables, common join key
f1systyp	BIGINT	72.4%	1	Appears in 3 tables, common join key
f1sysnam	VARCHAR	72.4%	Air University	Appears in 3 tables, common join key
fp_ic	BIGINT	95.4%	-2
fp_ef	BIGINT	95.4%	-2
pteeffy	BIGINT	86.4%	5	Appears in 3 tables, common join key
pteefia	BIGINT	86.4%	5	Appears in 3 tables, common join key
pyaid	BIGINT	86.4%	2	Appears in 3 tables, common join key
sport1	BIGINT	86.4%	-1	Appears in 4 tables, common join key
sport2	BIGINT	86.4%	-1	Appears in 4 tables, common join key
sport3	BIGINT	86.4%	-1	Appears in 4 tables, common join key
sport4	BIGINT	86.4%	-1	Appears in 4 tables, common join key
sport5	BIGINT	86.4%	-1	Appears in 3 tables, common join key
ndst2005	BIGINT	95.4%	0
lock_sa	BIGINT	95.5%	-2	Appears in 3 tables, common join key
prch_sa	BIGINT	95.5%	-2	Appears in 3 tables, common join key
idx_sa	BIGINT	95.5%	-2	Appears in 3 tables, common join key
imp_sa	BIGINT	95.5%	-2	Appears in 3 tables, common join key
lock_s	BIGINT	95.5%	0	Appears in 3 tables, common join key
prch_s	BIGINT	95.5%	-2	Appears in 3 tables, common join key
idx_s	BIGINT	95.5%	-2	Appears in 3 tables, common join key
imp_s	BIGINT	95.5%	-2	Appears in 3 tables, common join key
lock_eap	BIGINT	95.5%	0	Appears in 3 tables, common join key
prch_eap	BIGINT	95.5%	-2	Appears in 3 tables, common join key
idx_eap	BIGINT	95.5%	-2	Appears in 3 tables, common join key
imp_eap	BIGINT	95.5%	-2	Appears in 3 tables, common join key
cohrtaid	BIGINT	95.5%	-1	Appears in 3 tables, common join key
pcf_m	BIGINT	95.5%	-2
pcffp_m	BIGINT	95.5%	-2
pcffp_f	DOUBLE	99.7%	10.0
pcc_m	BIGINT	95.5%	-2
pcef_m	BIGINT	95.5%	-2
pcgr_m	BIGINT	95.5%	-2
pcsfa_m	BIGINT	95.5%	-2
pceap_m	BIGINT	95.5%	-2
pceap_f	DOUBLE	99.9%	3.0
pcsa_m	BIGINT	95.5%	-2
pcsa_f	DOUBLE	100.0%	3.0
pcs_m	BIGINT	95.5%	-2
pcs_f	DOUBLE	100.0%	78.0
rev_sa	BIGINT	95.5%	-2	Appears in 3 tables, common join key
rev_s	BIGINT	95.5%	0	Appears in 3 tables, common join key
rev_eap	BIGINT	95.5%	0	Appears in 3 tables, common join key

gr

Rows: 1,251,920

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
grtype	DOUBLE	0.0%	1.0
chrtstat	DOUBLE	0.2%	10.0
section	BIGINT	0.0%	1	Appears in 3 tables, common join key
cohort	BIGINT	0.0%	1
line	DOUBLE	30.1%	999.0	Appears in 4 tables, common join key
xgrtotlt	VARCHAR	30.7%	R
grtotlt	BIGINT	30.7%	1402
xgrtotlm	VARCHAR	30.7%	R
grtotlm	DOUBLE	36.6%	571.0
xgrtotlw	VARCHAR	30.7%	R
grtotlw	DOUBLE	36.6%	831.0
xgraiant	VARCHAR	30.7%	R
graiant	DOUBLE	43.7%	3.0
xgraianm	VARCHAR	30.7%	R
graianm	DOUBLE	43.7%	2.0
xgraianw	VARCHAR	30.7%	R
graianw	DOUBLE	43.7%	1.0
xgrasiat	VARCHAR	30.7%	R
grasiat	DOUBLE	43.7%	2.0
xgrasiam	VARCHAR	30.7%	R
grasiam	DOUBLE	43.7%	1.0
xgrasiaw	VARCHAR	30.7%	R
grasiaw	DOUBLE	43.7%	1.0
xgrbkaat	VARCHAR	30.7%	R
grbkaat	DOUBLE	43.7%	1297.0
xgrbkaam	VARCHAR	30.7%	R
grbkaam	DOUBLE	43.7%	522.0
xgrbkaaw	VARCHAR	30.7%	R
grbkaaw	DOUBLE	43.7%	775.0
xgrhispt	VARCHAR	30.7%	R
grhispt	DOUBLE	43.7%	11.0
xgrhispm	VARCHAR	30.7%	R
grhispm	DOUBLE	43.7%	6.0
xgrhispw	VARCHAR	30.7%	R
grhispw	DOUBLE	43.7%	5.0
xgrnhpit	VARCHAR	30.7%	R
grnhpit	DOUBLE	43.7%	1.0
xgrnhpim	VARCHAR	30.7%	Z
grnhpim	DOUBLE	43.7%	0.0
xgrnhpiw	VARCHAR	30.7%	R
grnhpiw	DOUBLE	43.7%	1.0
xgrwhitt	VARCHAR	30.7%	R
grwhitt	DOUBLE	43.7%	17.0
xgrwhitm	VARCHAR	30.7%	R
grwhitm	DOUBLE	43.7%	12.0
xgrwhitw	VARCHAR	30.7%	R
grwhitw	DOUBLE	43.7%	5.0
xgr2mort	VARCHAR	30.7%	R
gr2mort	DOUBLE	43.7%	18.0
xgr2morm	VARCHAR	30.7%	R
gr2morm	DOUBLE	43.7%	2.0
xgr2morw	VARCHAR	30.7%	R
gr2morw	DOUBLE	43.7%	16.0
xgrunknt	VARCHAR	30.7%	R
grunknt	DOUBLE	36.6%	50.0
xgrunknm	VARCHAR	30.7%	R
grunknm	DOUBLE	36.6%	25.0
xgrunknw	VARCHAR	30.7%	R
grunknw	DOUBLE	36.6%	25.0
xgrnralt	VARCHAR	30.7%	R
grnralt	DOUBLE	36.6%	3.0
xgrnralm	VARCHAR	30.7%	R
grnralm	DOUBLE	36.6%	1.0
xgrnralw	VARCHAR	30.7%	R
grnralw	DOUBLE	36.6%	2.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xgrrac03	VARCHAR	59.6%	R
grrace03	DOUBLE	61.8%	576.0
xgrrac04	VARCHAR	59.6%	R
grrace04	DOUBLE	61.8%	595.0
xgrrac05	VARCHAR	59.6%	Z
grrace05	DOUBLE	61.8%	0.0
xgrrac06	VARCHAR	59.6%	R
grrace06	DOUBLE	61.8%	1.0
xgrrac07	VARCHAR	59.6%	Z
grrace07	DOUBLE	61.8%	0.0
xgrrac08	VARCHAR	59.6%	Z
grrace08	DOUBLE	61.8%	0.0
xgrrac09	VARCHAR	59.6%	R
grrace09	DOUBLE	61.8%	1.0
xgrrac10	VARCHAR	59.6%	R
grrace10	DOUBLE	61.8%	3.0
xgrrac11	VARCHAR	59.6%	R
grrace11	DOUBLE	61.8%	3.0
xgrrac12	VARCHAR	59.6%	R
grrace12	DOUBLE	61.8%	7.0
xgrrac18	VARCHAR	59.6%	R
grrace18	DOUBLE	61.8%	1171.0
xgrrac19	VARCHAR	59.6%	R
grrace19	DOUBLE	61.8%	1.0
xgrrac20	VARCHAR	59.6%	Z
grrace20	DOUBLE	61.8%	0.0
xgrrac21	VARCHAR	59.6%	R
grrace21	DOUBLE	61.8%	4.0
xgrrac22	VARCHAR	59.6%	R
grrace22	DOUBLE	61.8%	10.0
xdvgrait	VARCHAR	90.3%	R
dvgrait	DOUBLE	91.1%	1.0
xdvgraim	VARCHAR	90.3%	Z
dvgraim	DOUBLE	91.1%	0.0
xdvgraiw	VARCHAR	90.3%	R
dvgraiw	DOUBLE	91.1%	1.0
xdvgrapt	VARCHAR	90.3%	Z
dvgrapt	DOUBLE	91.1%	0.0
xdvgrapm	VARCHAR	90.3%	Z
dvgrapm	DOUBLE	91.1%	0.0
xdvgrapw	VARCHAR	90.3%	Z
dvgrapw	DOUBLE	91.1%	0.0
xdvgrbkt	VARCHAR	90.3%	R
dvgrbkt	DOUBLE	91.1%	1171.0
xdvgrbkm	VARCHAR	90.3%	R
dvgrbkm	DOUBLE	91.1%	576.0
xdvgrbkw	VARCHAR	90.3%	R
dvgrbkw	DOUBLE	91.1%	595.0
xdvgrhst	VARCHAR	90.3%	R
dvgrhst	DOUBLE	91.1%	4.0
xdvgrhsm	VARCHAR	90.3%	R
dvgrhsm	DOUBLE	91.1%	1.0
xdvgrhsw	VARCHAR	90.3%	R
dvgrhsw	DOUBLE	91.1%	3.0
xdvgrwht	VARCHAR	90.3%	R
dvgrwht	DOUBLE	91.1%	10.0
xdvgrwhm	VARCHAR	90.3%	R
dvgrwhm	DOUBLE	91.1%	3.0
xdvgrwhw	VARCHAR	90.3%	R
dvgrwhw	DOUBLE	91.1%	7.0
xgrrac01	VARCHAR	69.3%	R
grrace01	BIGINT	69.3%	13
xgrrac02	VARCHAR	69.3%	R
grrace02	BIGINT	69.3%	15
xgrrac13	VARCHAR	69.3%	R
grrace13	BIGINT	69.3%	0
xgrrac14	VARCHAR	69.3%	R
grrace14	BIGINT	69.3%	0
xgrrac15	VARCHAR	69.3%	R
grrace15	BIGINT	69.3%	497
xgrrac16	VARCHAR	69.3%	R
grrace16	BIGINT	69.3%	541
xgrrac17	VARCHAR	69.3%	R
grrace17	BIGINT	69.3%	28
xgrrac23	VARCHAR	69.3%	R
grrace23	BIGINT	69.3%	0
xgrrac24	VARCHAR	69.3%	R
grrace24	BIGINT	69.3%	1038

gr200

Rows: 93,086

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
xbarevct	VARCHAR	0.0%	R
barevct	DOUBLE	62.9%	1407.0
xbaexclu	VARCHAR	0.0%	R
baexclu	DOUBLE	62.9%	3.0
xbaac150	VARCHAR	0.0%	R
baac150	DOUBLE	62.9%	1404.0
xbanc100	VARCHAR	0.0%	R
banc100	DOUBLE	62.9%	178.0
xbagr100	VARCHAR	0.0%	R
bagr100	DOUBLE	62.9%	13.0
xbanc150	VARCHAR	0.0%	R
banc150	DOUBLE	62.9%	376.0
xbagr150	VARCHAR	0.0%	R
bagr150	DOUBLE	62.9%	27.0
xbaaexcl	VARCHAR	0.0%	R
baaexcl	DOUBLE	62.9%	0.0
xbaac200	VARCHAR	0.0%	R
baac200	DOUBLE	62.9%	1404.0
xbanc20a	VARCHAR	0.0%	R
banc200a	DOUBLE	62.9%	43.0
xbastend	VARCHAR	18.3%	R
bastend	DOUBLE	69.3%	2.0
xbanc200	VARCHAR	0.0%	R
banc200	DOUBLE	62.9%	419.0
xbagr200	VARCHAR	0.0%	R
bagr200	DOUBLE	62.9%	30.0
xl4revct	VARCHAR	0.0%	A
l4revct	DOUBLE	37.1%	225.0
xl4exclu	VARCHAR	0.0%	A
l4exclu	DOUBLE	37.1%	0.0
xl4ac150	VARCHAR	0.0%	A
l4ac150	DOUBLE	37.1%	225.0
xl4nc100	VARCHAR	0.0%	A
l4nc100	DOUBLE	37.1%	42.0
xl4gr100	VARCHAR	0.0%	A
l4gr100	DOUBLE	37.1%	19.0
xl4nc150	VARCHAR	0.0%	A
l4nc150	DOUBLE	37.1%	54.0
xl4gr150	VARCHAR	0.0%	A
l4gr150	DOUBLE	37.1%	24.0
xl4aexcl	VARCHAR	0.0%	A
l4aexcl	DOUBLE	37.1%	0.0
xl4ac200	VARCHAR	0.0%	A
l4ac200	DOUBLE	37.1%	225.0
xl4nc20a	VARCHAR	0.0%	A
l4nc200a	DOUBLE	37.1%	17.0
xl4stend	VARCHAR	18.3%	A
l4stend	DOUBLE	49.0%	9.0
xl4nc200	VARCHAR	0.0%	A
l4nc200	DOUBLE	37.1%	71.0
xl4gr200	VARCHAR	0.0%	A
l4gr200	DOUBLE	37.1%	32.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key

hd

Rows: 168,427

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
institution_name	VARCHAR	0.0%	Alabama A & M University	Appears in 4 tables, common join key
ialias	VARCHAR	23.1%	AAMU
addr	VARCHAR	0.2%	4900 Meridian Street
city	VARCHAR	0.0%	Normal
state	VARCHAR	0.0%	AL	Appears in 4 tables, common join key
zip_code	VARCHAR	0.0%	35762
fips_state	BIGINT	0.0%	1
region	BIGINT	0.0%	5
chfnm	VARCHAR	0.2%	Dr. Daniel K. Wims
chftitle	VARCHAR	0.3%	President
gentele	DOUBLE	0.9%	2563725000.0
ein	DOUBLE	0.9%	636001097.0
ueis	VARCHAR	86.4%	JDVGS67MSLH7
opeid	DOUBLE	0.9%	100200.0
opeflag	BIGINT	0.0%	1
website	VARCHAR	1.6%	www.aamu.edu/
adminurl	VARCHAR	25.2%	https://www.aamu.edu/admissions-aid/index.html
faidurl	VARCHAR	25.3%	https://www.aamu.edu/admissions-aid/financial-aid/
applurl	VARCHAR	26.2%	https://www.aamu.edu/admissions-aid/undergraduate-admissions/apply-today.html
npricurl	VARCHAR	38.7%	www.aamu.edu/admissions-aid/tuition-fees/net-price-calculator.html
veturl	VARCHAR	56.2%	https://www.uab.edu/students/veterans
athurl	VARCHAR	59.9%	https://www.uab.edu/registrar/students
disaurl	VARCHAR	61.4%	https://www.aamu.edu/administrativeoffices/VADS/Pages/Disability-Services.aspx
sector	BIGINT	0.0%	1	Appears in 3 tables, common join key
level	BIGINT	0.0%	1
control	BIGINT	0.0%	1
hloffer	BIGINT	0.0%	9
ugoffer	BIGINT	0.0%	1
groffer	BIGINT	0.0%	1
hdegofr1	BIGINT	29.6%	12
degree_granting	BIGINT	0.0%	1
hbcu	BIGINT	0.0%	1
hospital	BIGINT	0.0%	2
medical	BIGINT	0.0%	2
tribal	BIGINT	0.0%	2
locale_code	BIGINT	0.0%	12
openpubl	BIGINT	0.0%	1
act	VARCHAR	0.0%	A
newid	DOUBLE	0.1%	-2.0
deathyr	BIGINT	0.0%	-2
close_date	DOUBLE	1.6%	-2.0
currently_active	BIGINT	0.0%	1
postsec	BIGINT	0.0%	1
pseflag	BIGINT	0.0%	1
pset4flg	BIGINT	0.0%	1
rptmth	BIGINT	8.7%	1
instcat	BIGINT	8.7%	2
c00carnegie	BIGINT	92.8%	16
carnegie_basic	BIGINT	0.0%	18
carnegieic	BIGINT	92.8%	9
carnegiesaec	BIGINT	92.8%	4
carnegiersch	BIGINT	92.8%	3
carnegiesize	BIGINT	92.8%	3
carnegiealf	BIGINT	92.8%	4
carnegieapm	BIGINT	92.8%	1
carnegiegpm	BIGINT	92.8%	2
land_grant	BIGINT	12.8%	1
size_category	BIGINT	12.8%	3
f1systyp	BIGINT	29.8%	2	Appears in 3 tables, common join key
f1sysnam	VARCHAR	32.0%	The University of Alabama System	Appears in 3 tables, common join key
f1syscod	BIGINT	47.5%	-2
cbsa	BIGINT	21.2%	26620
cbsatype	BIGINT	21.2%	1
csa	BIGINT	21.2%	290
county_fips	BIGINT	29.6%	1089
county_name	VARCHAR	29.7%	Madison County
cngdstcd	BIGINT	29.6%	105
longitude	DOUBLE	29.6%	-86.568502
latitude	DOUBLE	29.6%	34.783368
year	BIGINT	0.0%	2025	Appears in 26 tables, common join key
dfrcgid	BIGINT	29.7%	106
dfrcuscg	BIGINT	51.1%	1
c21ipug	BIGINT	88.9%	16
c21ipgrd	BIGINT	88.9%	18
c21ugprf	BIGINT	88.9%	10
c21enprf	BIGINT	88.9%	4
c21szset	BIGINT	88.9%	14
c18basic	BIGINT	88.9%	18
c15basic	BIGINT	77.1%	18
ccbasic	BIGINT	63.9%	18
carnegie	BIGINT	20.0%	16
duns	DOUBLE	59.3%	197216455.0
necta	BIGINT	35.7%	-2
c18ipug	BIGINT	88.2%	16
c18ipgrd	BIGINT	88.2%	17
c18ugprf	BIGINT	88.2%	10
c18enprf	BIGINT	88.2%	4
c18szset	BIGINT	88.2%	14
c15ipug	BIGINT	86.7%	16
c15ipgrd	BIGINT	86.7%	18
c15ugprf	BIGINT	86.7%	10
c15enprf	BIGINT	86.7%	4
c15szset	BIGINT	86.7%	13
ccipug	BIGINT	56.1%	-3
ccipgrad	BIGINT	56.1%	-3
ccugprof	BIGINT	56.1%	-3
ccenrprf	BIGINT	56.1%	-3
ccsizset	BIGINT	56.1%	-3
faxtele	DOUBLE	85.6%	2563725030.0
tenursys	BIGINT	65.8%	-1	Appears in 3 tables, common join key
fpoffer	BIGINT	70.4%	2
hdegoffr	BIGINT	70.4%	40
fintele	DOUBLE	79.1%	3349532223.0
admtele	DOUBLE	79.0%	3349532223.0
stat_fa	BIGINT	91.3%	1
stat_ic	BIGINT	91.3%	1	Appears in 3 tables, common join key
lock_ic	BIGINT	91.3%	3	Appears in 3 tables, common join key
stat_c	BIGINT	91.3%	1	Appears in 3 tables, common join key
lock_c	BIGINT	91.3%	8	Appears in 3 tables, common join key
prch_c	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_c	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_c	BIGINT	91.3%	-2	Appears in 3 tables, common join key
stat_wi	BIGINT	91.3%	5
stat_ef	BIGINT	91.3%	5	Appears in 3 tables, common join key
lock_ef	BIGINT	91.3%	0	Appears in 3 tables, common join key
prch_ef	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_ef	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_ef	BIGINT	91.3%	-2	Appears in 3 tables, common join key
pta99_ef	BIGINT	91.3%	5	Appears in 3 tables, common join key
ptb_ef	BIGINT	91.3%	5	Appears in 3 tables, common join key
ptc_ef	BIGINT	91.3%	5	Appears in 3 tables, common join key
ptd_ef	BIGINT	91.3%	5	Appears in 3 tables, common join key
pteeffy	BIGINT	91.3%	5	Appears in 3 tables, common join key
pteefia	BIGINT	91.3%	5	Appears in 3 tables, common join key
fyrpyear	BIGINT	91.3%	-1	Appears in 4 tables, common join key
stat_sa	BIGINT	91.3%	5	Appears in 3 tables, common join key
lock_sa	BIGINT	91.3%	0	Appears in 3 tables, common join key
prch_sa	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_sa	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_sa	BIGINT	91.3%	-2	Appears in 3 tables, common join key
stat_s	BIGINT	91.3%	5	Appears in 3 tables, common join key
lock_s	BIGINT	91.3%	0	Appears in 3 tables, common join key
prch_s	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_s	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_s	BIGINT	91.3%	-2	Appears in 3 tables, common join key
stat_eap	BIGINT	91.3%	5	Appears in 3 tables, common join key
lock_eap	BIGINT	91.3%	0	Appears in 3 tables, common join key
prch_eap	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_eap	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_eap	BIGINT	91.3%	-2	Appears in 3 tables, common join key
ftemp15	BIGINT	91.3%	1	Appears in 3 tables, common join key
sa_excl	BIGINT	91.3%	2	Appears in 3 tables, common join key
stat_sp	BIGINT	91.3%	5
form_f	BIGINT	91.3%	-2	Appears in 3 tables, common join key
stat_f	BIGINT	91.3%	5	Appears in 3 tables, common join key
lock_f	BIGINT	91.3%	0	Appears in 3 tables, common join key
prch_f	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_f	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_f	BIGINT	91.3%	-2	Appears in 3 tables, common join key
fybeg	BIGINT	91.3%	-1	Appears in 3 tables, common join key
fyend	BIGINT	91.3%	-1	Appears in 3 tables, common join key
gpfs	BIGINT	91.3%	-1	Appears in 3 tables, common join key
f1gasbcr	BIGINT	91.3%	-2
f1gasbal	BIGINT	91.3%	-2	Appears in 3 tables, common join key
stat_sfa	BIGINT	91.3%	5	Appears in 3 tables, common join key
lock_sfa	BIGINT	91.3%	0	Appears in 3 tables, common join key
prch_sfa	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_sfa	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_sfa	BIGINT	91.3%	-2	Appears in 3 tables, common join key
stat_gr	BIGINT	91.3%	5	Appears in 3 tables, common join key
lock_gr	BIGINT	91.3%	0	Appears in 3 tables, common join key
prch_gr	BIGINT	91.3%	-2	Appears in 3 tables, common join key
idx_gr	BIGINT	91.3%	-2	Appears in 3 tables, common join key
imp_gr	BIGINT	91.3%	-2	Appears in 3 tables, common join key
cohrtstu	BIGINT	91.3%	1	Appears in 3 tables, common join key
pyaid	BIGINT	91.3%	2	Appears in 3 tables, common join key
cohrtaid	BIGINT	91.3%	-1	Appears in 3 tables, common join key
sport1	BIGINT	91.3%	-1	Appears in 4 tables, common join key
sport2	BIGINT	91.3%	-1	Appears in 4 tables, common join key
sport3	BIGINT	91.3%	-1	Appears in 4 tables, common join key
sport4	BIGINT	91.3%	-1	Appears in 4 tables, common join key
sport5	BIGINT	91.3%	-1	Appears in 3 tables, common join key
longpgm	BIGINT	91.3%	-1	Appears in 3 tables, common join key
cohrtmt	BIGINT	91.3%	1
tpr	BIGINT	91.3%	-1
hpr	BIGINT	91.3%	-1
cufasb	BIGINT	95.8%	-2	Appears in 3 tables, common join key
cugasb	BIGINT	95.8%	-2	Appears in 3 tables, common join key
fte	DOUBLE	92.2%	5881.0
ocrmsi	BIGINT	91.3%	-2
ocrhsi	BIGINT	91.3%	-2
twoyrcat	BIGINT	95.8%	-4
rev_c	BIGINT	95.8%	0	Appears in 3 tables, common join key
rev_ef	BIGINT	95.8%	0	Appears in 3 tables, common join key
rev_sa	BIGINT	95.8%	0	Appears in 3 tables, common join key
rev_s	BIGINT	95.8%	0	Appears in 3 tables, common join key
rev_eap	BIGINT	95.8%	0	Appears in 3 tables, common join key
r_form_f	BIGINT	95.8%	-2
rev_f	BIGINT	95.8%	0	Appears in 3 tables, common join key
rev_sfa	BIGINT	95.8%	0	Appears in 3 tables, common join key
rev_gr	BIGINT	95.8%	0	Appears in 3 tables, common join key
affil	BIGINT	95.5%	-3
pctmin1	BIGINT	95.5%	-1
pctmin2	BIGINT	95.5%	-1
pctmin3	BIGINT	95.5%	-1
pctmin4	BIGINT	95.5%	-1
ptacipef	BIGINT	95.5%	-2	Appears in 3 tables, common join key
transver	BIGINT	95.5%	-1
cindon	DOUBLE	97.7%	9340.0	Appears in 3 tables, common join key
cinson	DOUBLE	97.7%	9340.0	Appears in 3 tables, common join key
cotson	DOUBLE	97.7%	11860.0	Appears in 3 tables, common join key
cindoff	DOUBLE	97.8%	11340.0	Appears in 3 tables, common join key
cinsoff	DOUBLE	97.8%	11340.0	Appears in 3 tables, common join key
cotsoff	DOUBLE	97.8%	13860.0	Appears in 3 tables, common join key
cindfam	DOUBLE	97.7%	4440.0	Appears in 3 tables, common join key
cinsfam	DOUBLE	97.7%	4440.0	Appears in 3 tables, common join key
cotsfam	DOUBLE	97.7%	6960.0	Appears in 3 tables, common join key

ic

Rows: 180,346

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
peo1istr	BIGINT	0.0%	0
peo2istr	BIGINT	0.0%	1
peo3istr	BIGINT	0.0%	0
peo4istr	BIGINT	0.0%	0
peo5istr	BIGINT	0.0%	0
peo6istr	BIGINT	0.0%	0
peo7istr	BIGINT	86.7%	0
cntlaffi	BIGINT	0.0%	1
pubprime	BIGINT	0.0%	2
pubsecon	BIGINT	0.0%	0
relaffil	BIGINT	0.0%	-2
level1	BIGINT	0.0%	0
level1a	BIGINT	79.8%	0
level1b	BIGINT	79.8%	0
level2	BIGINT	0.0%	0
level3	BIGINT	0.0%	0
level4	BIGINT	0.0%	0
level5	BIGINT	0.0%	1
level6	BIGINT	0.0%	0
level7	BIGINT	0.0%	1
level8	BIGINT	0.0%	1
level12	BIGINT	0.0%	0
level17	BIGINT	31.9%	1
level18	BIGINT	31.9%	0
level19	BIGINT	31.9%	0
calsys	BIGINT	0.0%	1
ft_ug	BIGINT	0.0%	1
ft_ftug	BIGINT	0.0%	1
ftgdnidp	BIGINT	48.1%	1
pt_ug	BIGINT	9.1%	1
pt_ftug	BIGINT	9.1%	1
ptgdnidp	BIGINT	48.1%	1
docpp	BIGINT	48.1%	-2
docppsp	BIGINT	48.1%	-2
openadmp	DOUBLE	3.2%	-2.0
noncrdt1	BIGINT	86.7%	0
noncrdt2	BIGINT	86.7%	0
noncrdt3	BIGINT	86.7%	1
noncrdt4	BIGINT	86.7%	0
noncrdt5	BIGINT	86.7%	0
noncrdt6	BIGINT	86.7%	0
noncrdt7	BIGINT	86.7%	0
noncrdt8	BIGINT	86.7%	0
noncrdt9	BIGINT	86.7%	0
vet1	BIGINT	56.5%	0
vet2	BIGINT	56.5%	1
vet3	BIGINT	56.5%	1
vet4	BIGINT	56.5%	1
vet5	BIGINT	56.5%	1
vet9	BIGINT	56.5%	0
credits2	BIGINT	5.3%	0
credits3	BIGINT	5.3%	1
credits4	BIGINT	5.3%	0
slo5	BIGINT	5.3%	1
slo51	BIGINT	5.3%	1
slo52	BIGINT	5.3%	0
slo521	BIGINT	86.7%	0
slo53	BIGINT	5.3%	0
slo6	BIGINT	5.3%	1
slo7	BIGINT	5.3%	1
sloa	BIGINT	86.7%	1
slo8	BIGINT	5.3%	1
slo81	BIGINT	5.3%	1
slo82	BIGINT	5.3%	0
slo83	BIGINT	5.3%	1
slob	BIGINT	86.7%	0
slo9	BIGINT	5.3%	0
yrscoll	BIGINT	0.0%	-2
stusrv2	BIGINT	0.0%	1
stusrv3	BIGINT	0.0%	1
stusrv4	BIGINT	0.0%	1
stusrv8	BIGINT	0.0%	1
stusrv9	BIGINT	0.0%	0
libres1	BIGINT	64.8%	1
libres2	BIGINT	64.8%	1
libres3	BIGINT	64.8%	1
libres4	BIGINT	64.8%	1
libres5	BIGINT	64.8%	1
libres6	BIGINT	64.8%	1
libres9	BIGINT	64.8%	0
dstnugc	BIGINT	68.7%	1
dstnugp	BIGINT	68.7%	1
dstnugn	BIGINT	68.7%	0
dstngc	BIGINT	68.7%	1
dstngp	BIGINT	68.7%	1
dstngn	BIGINT	68.7%	0
distcrs	BIGINT	64.8%	1
distpgs	BIGINT	68.7%	1
dstnced1	BIGINT	48.1%	1
dstnced2	BIGINT	48.1%	1
dstnced3	BIGINT	48.1%	0
distnced	BIGINT	43.9%	2
disab	BIGINT	35.8%	2
xdisabpc	VARCHAR	35.8%	R
disabpct	VARCHAR	42.8%	3.14
athassoc	BIGINT	0.0%	1
assoc1	BIGINT	0.0%	1
assoc2	BIGINT	0.0%	0
assoc3	BIGINT	0.0%	0
assoc4	BIGINT	0.0%	0
assoc5	BIGINT	0.0%	0
assoc6	BIGINT	0.0%	0
sport1	BIGINT	0.0%	1	Appears in 4 tables, common join key
confno1	BIGINT	0.0%	133
sport2	BIGINT	0.0%	1	Appears in 4 tables, common join key
confno2	BIGINT	0.0%	133
sport3	BIGINT	0.0%	1	Appears in 4 tables, common join key
confno3	BIGINT	0.0%	133
sport4	BIGINT	0.0%	1	Appears in 4 tables, common join key
confno4	BIGINT	0.0%	133
year	BIGINT	0.0%	2025	Appears in 26 tables, common join key
enrhsst	BIGINT	96.6%	1
enrhsst1	BIGINT	96.6%	1
enrhsst2	BIGINT	96.6%	0
tuitpl	BIGINT	38.5%	1
tuitpl1	BIGINT	38.5%	0
tuitpl2	BIGINT	38.5%	0
tuitpl3	BIGINT	38.5%	1
tuitpl4	BIGINT	38.5%	0
prmpgm	BIGINT	93.2%	2
alloncam	DOUBLE	23.3%	2.0
tuitvary	BIGINT	6.6%	1
room	BIGINT	6.6%	1
xroomcap	VARCHAR	6.6%	R
roomcap	VARCHAR	20.7%	3620.0
board	BIGINT	6.6%	1
xmealswk	VARCHAR	6.6%	R
mealswk	VARCHAR	23.2%	21.0
xroomamt	VARCHAR	6.6%	R
roomamt	VARCHAR	21.9%	3790.0
xbordamt	VARCHAR	6.6%	R
boardamt	VARCHAR	22.6%	4202.0
xrmbdamt	VARCHAR	6.6%	A
rmbrdamt	VARCHAR	25.5%	11122.0
xappfeeu	VARCHAR	6.6%	R
applfeeu	DOUBLE	24.2%	30.0
xappfeeg	VARCHAR	6.6%	R
applfeeg	VARCHAR	21.3%	45.0
credits1	BIGINT	15.2%	1
stusrv1	BIGINT	13.3%	1
libfac	BIGINT	35.2%	1
admcon1	BIGINT	43.5%	1
admcon2	BIGINT	43.5%	2
admcon3	BIGINT	43.5%	1
admcon4	BIGINT	43.5%	2
admcon5	BIGINT	43.5%	3
admcon6	BIGINT	43.5%	2
admcon7	BIGINT	43.5%	1
admcon8	BIGINT	43.5%	1
admcon9	BIGINT	63.9%	3
appdate	BIGINT	48.8%	2
xapplcnm	VARCHAR	48.8%	R
applcnm	VARCHAR	55.6%	2401
xapplcnw	VARCHAR	48.8%	R
applcnw	VARCHAR	55.6%	3741
xadmssnm	VARCHAR	48.8%	R
admssnm	VARCHAR	55.5%	2100
xadmssnw	VARCHAR	48.8%	R
admssnw	VARCHAR	55.5%	3421
xenrlftm	VARCHAR	48.8%	R
enrlftm	VARCHAR	55.5%	533
xenrlftw	VARCHAR	48.8%	R
enrlftw	VARCHAR	55.5%	556
xenrlptm	VARCHAR	48.8%	R
enrlptm	VARCHAR	55.9%	9
xenrlptw	VARCHAR	48.8%	R
enrlptw	VARCHAR	55.9%	6
satactdt	BIGINT	48.8%	2
xsatnum	VARCHAR	48.8%	R
satnum	VARCHAR	57.7%	167
xsatpct	VARCHAR	48.8%	R
satpct	VARCHAR	57.7%	15
xactnum	VARCHAR	48.8%	R
actnum	VARCHAR	57.8%	968
xactpct	VARCHAR	48.8%	R
actpct	VARCHAR	57.8%	88
xsatvr25	VARCHAR	48.8%	R
satvr25	VARCHAR	58.4%	370
xsatvr75	VARCHAR	48.8%	R
satvr75	VARCHAR	58.4%	450
xsatmt25	VARCHAR	48.8%	R
satmt25	VARCHAR	58.4%	350
xsatmt75	VARCHAR	48.8%	R
satmt75	VARCHAR	58.4%	450
xsatwr25	VARCHAR	67.7%	B
satwr25	VARCHAR	67.7%	.
xsatwr75	VARCHAR	67.7%	B
satwr75	VARCHAR	67.7%	.
xactcm25	VARCHAR	48.8%	R
actcm25	VARCHAR	58.6%	15
xactcm75	VARCHAR	48.8%	R
actcm75	VARCHAR	58.6%	19
xacten25	VARCHAR	48.8%	R
acten25	VARCHAR	58.9%	14
xacten75	VARCHAR	48.8%	R
acten75	VARCHAR	58.9%	19
xactmt25	VARCHAR	48.8%	R
actmt25	VARCHAR	59.0%	15
xactmt75	VARCHAR	48.8%	R
actmt75	VARCHAR	59.0%	18
xactwr25	VARCHAR	75.4%	B
actwr25	VARCHAR	75.4%	.
xactwr75	VARCHAR	75.4%	B
actwr75	VARCHAR	75.4%	.
xenrlm	VARCHAR	52.6%	R
enrlm	VARCHAR	54.8%	542
xenrlw	VARCHAR	52.6%	R
enrlw	VARCHAR	54.8%	562
xenrlt	VARCHAR	52.6%	R
enrlt	VARCHAR	54.8%	1104
xapplcn	VARCHAR	52.6%	R
applcn	VARCHAR	54.8%	6142
xadmssn	VARCHAR	52.6%	R
admssn	VARCHAR	54.8%	5521
xenrlft	VARCHAR	52.6%	R
enrlft	VARCHAR	54.8%	1089
xenrlpt	VARCHAR	52.6%	R
enrlpt	VARCHAR	54.9%	15
slo3	BIGINT	57.2%	1
ft_gd	BIGINT	51.9%	2
pt_gd	BIGINT	61.0%	2
pctpost	BIGINT	60.2%	-2
level9	BIGINT	64.2%	-2
level10	BIGINT	64.2%	-2
level11	BIGINT	64.2%	-2
xappfeep	VARCHAR	64.2%	A
applfeep	VARCHAR	79.2%	.
ft_fp	BIGINT	64.2%	-2
pt_fp	BIGINT	80.9%	-2
apfee	BIGINT	71.9%	2
accrd1	BIGINT	79.5%	1
accrd2	BIGINT	79.5%	1
regaccrd	BIGINT	79.5%	8
accrd3	BIGINT	79.5%	1
accrd4	BIGINT	79.5%	0
saccr	BIGINT	79.5%	1
slo1	BIGINT	84.8%	1
slo2	BIGINT	84.8%	1
slo4	BIGINT	84.8%	1
insttoyr	BIGINT	79.5%	-2
fopna	BIGINT	83.3%	2
fopna1	BIGINT	83.3%	0
fopna2	BIGINT	83.3%	0
ftstu	BIGINT	87.1%	1
ptstu	BIGINT	96.2%	1
rotc	BIGINT	94.7%	2
rotc1	BIGINT	94.7%	-2
rotc2	BIGINT	94.7%	-2
rotc3	BIGINT	94.7%	-2

ic_ay

Rows: 90,151

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
xtuit1	VARCHAR	0.0%	R
tuition_in_district	DOUBLE	9.9%	8610.0
xfee1	VARCHAR	0.0%	R
fee1	DOUBLE	10.1%	1414.0
xhrchg1	VARCHAR	0.0%	R
hrchg1	DOUBLE	20.9%	287.0
xtuit2	VARCHAR	0.0%	R
tuition_in_state	DOUBLE	9.9%	8610.0
xfee2	VARCHAR	0.0%	R
fee2	DOUBLE	10.1%	1414.0
xhrchg2	VARCHAR	0.0%	R
hrchg2	DOUBLE	20.9%	287.0
xtuit3	VARCHAR	0.0%	R
tuition_out_state	DOUBLE	9.9%	17220.0
xfee3	VARCHAR	0.0%	R
fee3	DOUBLE	10.1%	1414.0
xhrchg3	VARCHAR	0.0%	R
hrchg3	DOUBLE	20.6%	574.0
xtuit5	VARCHAR	0.0%	R
tuition5	VARCHAR	17.6%	10128.0
xfee5	VARCHAR	0.0%	R
fee5	VARCHAR	17.7%	1414.0
xhrchg5	VARCHAR	0.0%	R
hrchg5	VARCHAR	18.0%	422.0
xtuit6	VARCHAR	0.0%	R
tuition6	VARCHAR	17.6%	10128.0
xfee6	VARCHAR	0.0%	R
fee6	VARCHAR	17.7%	1414.0
xhrchg6	VARCHAR	0.0%	R
hrchg6	VARCHAR	18.0%	422.0
xtuit7	VARCHAR	0.0%	R
tuition7	VARCHAR	17.6%	20160.0
xfee7	VARCHAR	0.0%	R
fee7	VARCHAR	17.7%	1414.0
xhrchg7	VARCHAR	0.0%	R
hrchg7	VARCHAR	17.9%	840.0
xispro1	VARCHAR	0.0%	A
isprof1	VARCHAR	27.3%	0.0
xispfe1	VARCHAR	0.0%	A
ispfee1	VARCHAR	27.3%	0.0
xospro1	VARCHAR	0.0%	A
osprof1	VARCHAR	27.3%	0.0
xospfe1	VARCHAR	0.0%	A
ospfee1	VARCHAR	27.3%	0.0
xispro2	VARCHAR	0.0%	A
isprof2	VARCHAR	27.1%	31902.0
xispfe2	VARCHAR	0.0%	A
ispfee2	VARCHAR	27.1%	0.0
xospro2	VARCHAR	0.0%	A
osprof2	VARCHAR	27.1%	74362.0
xospfe2	VARCHAR	0.0%	A
ospfee2	VARCHAR	27.1%	0.0
xispro3	VARCHAR	0.0%	A
isprof3	VARCHAR	26.7%	32134.0
xispfe3	VARCHAR	0.0%	A
ispfee3	VARCHAR	26.7%	0.0
xospro3	VARCHAR	0.0%	A
osprof3	VARCHAR	26.7%	62714.0
xospfe3	VARCHAR	0.0%	A
ospfee3	VARCHAR	26.7%	0.0
xispro4	VARCHAR	0.0%	A
isprof4	VARCHAR	27.3%	29841.0
xispfe4	VARCHAR	0.0%	A
ispfee4	VARCHAR	27.3%	0.0
xospro4	VARCHAR	0.0%	A
osprof4	VARCHAR	27.3%	54012.0
xospfe4	VARCHAR	0.0%	A
ospfee4	VARCHAR	27.3%	0.0
xispro5	VARCHAR	0.0%	A
isprof5	VARCHAR	27.3%	65500.0
xispfe5	VARCHAR	0.0%	A
ispfee5	VARCHAR	27.3%	1133.0
xospro5	VARCHAR	0.0%	A
osprof5	VARCHAR	27.3%	65500.0
xospfe5	VARCHAR	0.0%	A
ospfee5	VARCHAR	27.3%	1133.0
xispro6	VARCHAR	0.0%	A
isprof6	VARCHAR	26.9%	10692.0
xispfe6	VARCHAR	0.0%	A
ispfee6	VARCHAR	26.9%	13832.0
xospro6	VARCHAR	0.0%	A
osprof6	VARCHAR	26.9%	32076.0
xospfe6	VARCHAR	0.0%	A
ospfee6	VARCHAR	26.9%	13832.0
xispro7	VARCHAR	0.0%	A
isprof7	VARCHAR	27.4%	43791.0
xispfe7	VARCHAR	0.0%	A
ispfee7	VARCHAR	27.4%	1319.0
xospro7	VARCHAR	0.0%	A
osprof7	VARCHAR	27.4%	43791.0
xospfe7	VARCHAR	0.0%	A
ospfee7	VARCHAR	27.4%	1319.0
xispro8	VARCHAR	0.0%	A
isprof8	VARCHAR	27.2%	10692.0
xispfe8	VARCHAR	0.0%	A
ispfee8	VARCHAR	27.2%	18916.0
xospro8	VARCHAR	0.0%	A
osprof8	VARCHAR	27.2%	32076.0
xospfe8	VARCHAR	0.0%	A
ospfee8	VARCHAR	27.2%	18916.0
xispro9	VARCHAR	0.0%	A
isprof9	VARCHAR	26.2%	24080.0
xispfe9	VARCHAR	0.0%	A
ispfee9	VARCHAR	26.3%	300.0
xospro9	VARCHAR	0.0%	A
osprof9	VARCHAR	26.2%	45570.0
xospfe9	VARCHAR	0.0%	A
ospfee9	VARCHAR	26.3%	300.0
xchg1at0	VARCHAR	48.6%	R
chg1at0	DOUBLE	54.9%	8610.0
xchg1af0	VARCHAR	48.6%	R
chg1af0	DOUBLE	54.9%	1414.0
xchg1ay0	VARCHAR	48.6%	R
chg1ay0	DOUBLE	54.9%	10024.0
xchg1at1	VARCHAR	48.6%	R
chg1at1	DOUBLE	54.7%	8610.0
xchg1af1	VARCHAR	48.6%	R
chg1af1	DOUBLE	54.7%	1414.0
xchg1ay1	VARCHAR	0.0%	R
chg1ay1	DOUBLE	15.1%	10024.0
xchg1at2	VARCHAR	48.6%	R
chg1at2	DOUBLE	54.5%	8610.0
xchg1af2	VARCHAR	48.6%	R
chg1af2	DOUBLE	54.5%	1414.0
xchg1ay2	VARCHAR	0.0%	R
chg1ay2	DOUBLE	14.4%	10024.0
xchg1at3	VARCHAR	48.6%	R
chg1at3	DOUBLE	54.4%	8610.0
xchg1af3	VARCHAR	48.6%	R
chg1af3	DOUBLE	54.4%	1414.0
xchg1ay3	VARCHAR	0.0%	R
chg1ay3	DOUBLE	13.8%	10024.0
chg1tgtd	VARCHAR	52.6%	0.0
chg1fgtd	VARCHAR	52.8%	0.0
xchg2at0	VARCHAR	48.6%	R
chg2at0	DOUBLE	54.9%	8610.0
xchg2af0	VARCHAR	48.6%	R
chg2af0	DOUBLE	54.9%	1414.0
xchg2ay0	VARCHAR	48.6%	R
chg2ay0	DOUBLE	54.9%	10024.0
xchg2at1	VARCHAR	48.6%	R
chg2at1	DOUBLE	54.7%	8610.0
xchg2af1	VARCHAR	48.6%	R
chg2af1	DOUBLE	54.7%	1414.0
xchg2ay1	VARCHAR	0.0%	R
chg2ay1	DOUBLE	14.7%	10024.0
xchg2at2	VARCHAR	48.6%	R
chg2at2	DOUBLE	54.5%	8610.0
xchg2af2	VARCHAR	48.6%	R
chg2af2	DOUBLE	54.5%	1414.0
xchg2ay2	VARCHAR	0.0%	R
chg2ay2	DOUBLE	14.1%	10024.0
xchg2at3	VARCHAR	48.6%	R
chg2at3	DOUBLE	54.4%	8610.0
xchg2af3	VARCHAR	48.6%	R
chg2af3	DOUBLE	54.4%	1414.0
xchg2ay3	VARCHAR	0.0%	R
chg2ay3	DOUBLE	13.8%	10024.0
chg2tgtd	VARCHAR	52.6%	0.0
chg2fgtd	VARCHAR	52.8%	0.0
xchg3at0	VARCHAR	48.6%	R
chg3at0	DOUBLE	54.9%	17220.0
xchg3af0	VARCHAR	48.6%	R
chg3af0	DOUBLE	54.9%	1414.0
xchg3ay0	VARCHAR	48.6%	R
chg3ay0	DOUBLE	54.9%	18634.0
xchg3at1	VARCHAR	48.6%	R
chg3at1	DOUBLE	54.7%	17220.0
xchg3af1	VARCHAR	48.6%	R
chg3af1	DOUBLE	54.7%	1414.0
xchg3ay1	VARCHAR	0.0%	R
chg3ay1	DOUBLE	14.8%	18634.0
xchg3at2	VARCHAR	48.6%	R
chg3at2	DOUBLE	54.5%	17220.0
xchg3af2	VARCHAR	48.6%	R
chg3af2	DOUBLE	54.5%	1414.0
xchg3ay2	VARCHAR	0.0%	R
chg3ay2	DOUBLE	14.1%	18634.0
xchg3at3	VARCHAR	48.6%	R
chg3at3	DOUBLE	54.4%	17220.0
xchg3af3	VARCHAR	48.6%	R
chg3af3	DOUBLE	54.4%	1414.0
xchg3ay3	VARCHAR	0.0%	R
chg3ay3	DOUBLE	13.8%	18634.0
chg3tgtd	VARCHAR	52.7%	0.0
chg3fgtd	VARCHAR	52.8%	0.0
xchg4ay0	VARCHAR	48.6%	R
chg4ay0	DOUBLE	56.4%	1600.0
xchg4ay1	VARCHAR	0.0%	R
chg4ay1	DOUBLE	16.7%	1600.0
xchg4ay2	VARCHAR	0.0%	R
chg4ay2	DOUBLE	16.1%	1600.0
xchg4ay3	VARCHAR	0.0%	R
chg4ay3	DOUBLE	16.0%	2192.0
xchg5ay0	VARCHAR	48.6%	R
chg5ay0	VARCHAR	50.7%	9240.0
xchg5ay1	VARCHAR	0.0%	R
chg5ay1	VARCHAR	16.7%	9520.0
xchg5ay2	VARCHAR	0.0%	R
chg5ay2	VARCHAR	16.6%	9520.0
xchg5ay3	VARCHAR	0.0%	R
chg5ay3	VARCHAR	16.7%	11402.0
xchg6ay0	VARCHAR	48.6%	R
chg6ay0	VARCHAR	50.7%	3090.0
xchg6ay1	VARCHAR	0.0%	R
chg6ay1	VARCHAR	16.9%	3090.0
xchg6ay2	VARCHAR	0.0%	R
chg6ay2	VARCHAR	16.8%	3090.0
xchg6ay3	VARCHAR	0.0%	R
chg6ay3	VARCHAR	16.9%	3864.0
xchg7ay0	VARCHAR	48.6%	R
chg7ay0	DOUBLE	56.5%	9240.0
xchg7ay1	VARCHAR	0.0%	R
chg7ay1	DOUBLE	20.9%	9520.0
xchg7ay2	VARCHAR	0.0%	R
chg7ay2	DOUBLE	20.0%	9520.0
xchg7ay3	VARCHAR	0.0%	R
chg7ay3	DOUBLE	19.3%	11402.0
xchg8ay0	VARCHAR	48.6%	R
chg8ay0	DOUBLE	56.5%	3090.0
xchg8ay1	VARCHAR	0.0%	R
chg8ay1	DOUBLE	21.1%	3090.0
xchg8ay2	VARCHAR	0.0%	R
chg8ay2	DOUBLE	20.2%	3090.0
xchg8ay3	VARCHAR	0.0%	R
chg8ay3	DOUBLE	19.4%	3864.0
xchg9ay0	VARCHAR	48.6%	R
chg9ay0	DOUBLE	56.4%	3440.0
xchg9ay1	VARCHAR	0.0%	R
chg9ay1	DOUBLE	21.1%	3440.0
xchg9ay2	VARCHAR	0.0%	R
chg9ay2	DOUBLE	19.9%	3440.0
xchg9ay3	VARCHAR	0.0%	R
chg9ay3	DOUBLE	19.1%	4271.0
year	BIGINT	0.0%	2023	Appears in 26 tables, common join key
xcmpfee1	VARCHAR	51.4%	A
cmpfee1	VARCHAR	74.5%	.
xcmpfee2	VARCHAR	51.4%	A
cmpfee2	VARCHAR	74.5%	.
xcmpfee3	VARCHAR	51.4%	A
cmpfee3	VARCHAR	74.5%	.
xcmp1ay0	VARCHAR	100.0%
cmp1ay0	VARCHAR	100.0%
xcmp1ay1	VARCHAR	74.6%	A
cmp1ay1	VARCHAR	74.6%	.
xcmp1ay2	VARCHAR	74.6%	A
cmp1ay2	VARCHAR	74.6%	.
xcmp1ay3	VARCHAR	74.6%	A
cmp1ay3	VARCHAR	74.6%	.
cmp1gtd	VARCHAR	100.0%
xcmp2ay0	VARCHAR	100.0%
cmp2ay0	VARCHAR	100.0%
xcmp2ay1	VARCHAR	74.6%	A
cmp2ay1	VARCHAR	74.6%	.
xcmp2ay2	VARCHAR	74.6%	A
cmp2ay2	VARCHAR	74.6%	.
xcmp2ay3	VARCHAR	74.6%	A
cmp2ay3	VARCHAR	74.6%	.
cmp2gtd	VARCHAR	100.0%
xcmp3ay0	VARCHAR	100.0%
cmp3ay0	VARCHAR	100.0%
xcmp3ay1	VARCHAR	74.6%	A
cmp3ay1	VARCHAR	74.6%	.
xcmp3ay2	VARCHAR	74.6%	A
cmp3ay2	VARCHAR	74.6%	.
xcmp3ay3	VARCHAR	74.6%	A
cmp3ay3	VARCHAR	74.6%	.
cmp3gtd	DOUBLE	100.0%
xispro10	VARCHAR	51.4%	A
isprof10	VARCHAR	73.6%	.
xispfe10	VARCHAR	51.4%	A
ispfee10	VARCHAR	73.6%	.
xospro10	VARCHAR	51.4%	A
osprof10	VARCHAR	73.6%	.
xospfe10	VARCHAR	51.4%	A
ospfee10	VARCHAR	73.6%	.
xispro11	VARCHAR	51.4%	A
isprof11	VARCHAR	74.4%	.
xispfe11	VARCHAR	51.4%	A
ispfee11	VARCHAR	74.4%	.
xospro11	VARCHAR	51.4%	A
osprof11	VARCHAR	74.4%	.
xospfe11	VARCHAR	51.4%	A
ospfee11	VARCHAR	74.4%	.
cindon	VARCHAR	87.6%	.	Appears in 3 tables, common join key
cindoff	DOUBLE	86.9%	13590.0	Appears in 3 tables, common join key
cindfam	DOUBLE	86.9%	7520.0	Appears in 3 tables, common join key
cinson	VARCHAR	87.6%	.	Appears in 3 tables, common join key
cinsoff	DOUBLE	86.9%	13590.0	Appears in 3 tables, common join key
cinsfam	DOUBLE	86.9%	7520.0	Appears in 3 tables, common join key
cotson	VARCHAR	87.6%	.	Appears in 3 tables, common join key
cotsoff	DOUBLE	86.9%	17490.0	Appears in 3 tables, common join key
cotsfam	DOUBLE	86.9%	11420.0	Appears in 3 tables, common join key

ic_py

Rows: 61,317

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	101277	Primary institution ID, joins across all IPEDS tables
prgmofr	DOUBLE	0.0%	3.0
cipcode1	VARCHAR	0.0%	12.0401
xciptui1	VARCHAR	28.1%	A
ciptuit1	VARCHAR	31.5%	14990.0
xcipsup1	VARCHAR	28.1%	A
cipsupp1	VARCHAR	31.5%	1350.0
xciplgt1	DOUBLE	24.7%	1500.0
ciplgth1	DOUBLE	15.1%	1500.0
prgmsr1	VARCHAR	28.1%	1
xmthcmp1	DOUBLE	31.8%	12.0
mthcmp1	VARCHAR	28.1%	12
xwkcmp1	DOUBLE	51.9%	47.0
wkcmp1	VARCHAR	47.4%	47.0
xlnayhr1	DOUBLE	51.9%	900.0
lnayhr1	VARCHAR	47.4%	900.0
xlnaywk1	DOUBLE	51.9%	28.0
lnaywk1	VARCHAR	47.4%	28.0
xchg1py0	DOUBLE	45.7%	11040.0
chg1py0	VARCHAR	39.4%	12000.0
xchg1py1	DOUBLE	27.9%	12000.0
chg1py1	VARCHAR	9.3%	12150.0
xchg1py2	DOUBLE	26.7%	12150.0
chg1py2	VARCHAR	8.8%	15150.0
xchg1py3	DOUBLE	26.2%	15150.0
chg1py3	VARCHAR	8.3%	15150.0
xchg4py0	DOUBLE	48.3%	2503.0
chg4py0	VARCHAR	39.6%	2503.0
xchg4py1	VARCHAR	0.0%	R
chg4py1	VARCHAR	10.5%	2649.0
xchg4py2	DOUBLE	29.4%	2649.0
chg4py2	VARCHAR	10.1%	3040.0
xchg4py3	DOUBLE	28.8%	3040.0
chg4py3	VARCHAR	9.3%	3258.0
xchg5py0	VARCHAR	39.2%	A
chg5py0	VARCHAR	42.7%	10811.0
xchg5py1	VARCHAR	0.0%	A
chg5py1	VARCHAR	24.3%	11248.0
xchg5py2	VARCHAR	0.0%	A
chg5py2	VARCHAR	24.2%	11695.0
xchg5py3	VARCHAR	0.0%	A
chg5py3	VARCHAR	24.4%	11695.0
xchg6py0	VARCHAR	39.2%	A
chg6py0	VARCHAR	42.7%	2375.0
xchg6py1	VARCHAR	0.0%	A
chg6py1	VARCHAR	24.3%	2375.0
xchg6py2	VARCHAR	0.0%	A
chg6py2	VARCHAR	24.2%	2375.0
xchg6py3	VARCHAR	0.0%	A
chg6py3	VARCHAR	24.5%	2375.0
xchg7py0	DOUBLE	45.8%	11268.0
chg7py0	VARCHAR	39.4%	11268.0
xchg7py1	DOUBLE	28.6%	11268.0
chg7py1	VARCHAR	14.1%	11268.0
xchg7py2	DOUBLE	27.0%	11268.0
chg7py2	VARCHAR	13.5%	14171.0
xchg7py3	DOUBLE	26.3%	14171.0
chg7py3	VARCHAR	12.1%	18483.0
xchg8py0	DOUBLE	45.9%	7978.0
chg8py0	VARCHAR	39.4%	7978.0
xchg8py1	DOUBLE	28.7%	7978.0
chg8py1	VARCHAR	14.2%	7978.0
xchg8py2	DOUBLE	27.0%	7978.0
chg8py2	VARCHAR	13.6%	6239.0
xchg8py3	DOUBLE	26.3%	6239.0
chg8py3	VARCHAR	12.2%	10963.0
xchg9py0	DOUBLE	45.9%	7508.0
chg9py0	VARCHAR	39.4%	7508.0
xchg9py1	DOUBLE	28.6%	7508.0
chg9py1	VARCHAR	14.2%	7508.0
xchg9py2	DOUBLE	27.0%	7508.0
chg9py2	VARCHAR	13.5%	8531.0
xchg9py3	DOUBLE	26.3%	8531.0
chg9py3	VARCHAR	12.2%	8531.0
cipcode2	VARCHAR	0.0%	12.0409
xciptui2	VARCHAR	0.0%	R
ciptuit2	VARCHAR	11.0%	10150.0
xcipsup2	VARCHAR	0.0%	R
cipsupp2	VARCHAR	11.8%	1735.0
xciplgt2	VARCHAR	0.0%	R
ciplgth2	DOUBLE	11.2%	1000.0
prgmsr2	VARCHAR	28.1%	1
xmthcmp2	DOUBLE	45.7%	12.0
mthcmp2	DOUBLE	28.7%	10.0
cipcode3	VARCHAR	0.0%	12.0413
xciptui3	VARCHAR	0.0%	R
ciptuit3	VARCHAR	13.7%	2150.0
xcipsup3	VARCHAR	0.0%	R
cipsupp3	VARCHAR	14.5%	755.0
xciplgt3	VARCHAR	0.0%	R
ciplgth3	DOUBLE	14.9%	650.0
prgmsr3	VARCHAR	28.1%	1
xmthcmp3	VARCHAR	28.1%	R
mthcmp3	DOUBLE	29.3%	5.0
cipcode4	VARCHAR	0.0%	-2.0
xciptui4	VARCHAR	0.0%	A
ciptuit4	VARCHAR	16.5%	4736.0
xcipsup4	VARCHAR	0.0%	A
cipsupp4	VARCHAR	17.1%	1809.0
xciplgt4	VARCHAR	0.0%	A
ciplgth4	DOUBLE	18.8%	1260.0
prgmsr4	VARCHAR	28.1%	-2
xmthcmp4	VARCHAR	28.1%	A
mthcmp4	DOUBLE	29.8%	10.0
cipcode5	VARCHAR	0.0%	-2.0
xciptui5	VARCHAR	0.0%	A
ciptuit5	VARCHAR	18.7%	4736.0
xcipsup5	VARCHAR	0.0%	A
cipsupp5	VARCHAR	19.2%	4550.0
xciplgt5	VARCHAR	0.0%	A
ciplgth5	DOUBLE	22.0%	1340.0
prgmsr5	VARCHAR	28.1%	-2
xmthcmp5	VARCHAR	28.1%	A
mthcmp5	DOUBLE	30.3%	10.0
cipcode6	VARCHAR	0.0%	-2.0
xciptui6	VARCHAR	0.0%	A
ciptuit6	VARCHAR	20.2%	4736.0
xcipsup6	VARCHAR	0.0%	A
cipsupp6	VARCHAR	20.6%	3850.0
xciplgt6	VARCHAR	0.0%	A
ciplgth6	DOUBLE	31.1%	1080.0
prgmsr6	VARCHAR	28.1%	-2
xmthcmp6	VARCHAR	28.1%	A
mthcmp6	DOUBLE	98.9%	10.0
year	BIGINT	0.0%	2023	Appears in 26 tables, common join key
xcmp1py0	VARCHAR	83.0%	.
cmp1py0	VARCHAR	83.0%	A
xcmp1py1	VARCHAR	68.5%	.
cmp1py1	VARCHAR	68.5%	A
xcmp1py2	VARCHAR	68.5%	.
cmp1py2	VARCHAR	68.5%	A
xcmp1py3	VARCHAR	68.5%	.
cmp1py3	DOUBLE	71.9%	-2.0
pg300	BIGINT	78.8%	1

om

Rows: 415,178

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
omchrt	BIGINT	0.0%	10
xomrchrt	VARCHAR	6.4%	R
omrchrt	BIGINT	6.4%	1658
xomexcls	VARCHAR	6.4%	R
omexcls	BIGINT	6.4%	6
xomachrt	VARCHAR	6.4%	R
omachrt	BIGINT	6.4%	1652
xomcert4	VARCHAR	6.4%	R
omcert4	BIGINT	6.4%	0
xomassc4	VARCHAR	6.4%	R
omassc4	BIGINT	6.4%	0
xombach4	VARCHAR	6.4%	R
ombach4	DOUBLE	39.0%	197.0
xomawdn4	VARCHAR	6.4%	R
omawdn4	BIGINT	6.4%	197
xomawdp4	VARCHAR	6.4%	R
omawdp4	DOUBLE	6.5%	12.0
xomcert6	VARCHAR	6.4%	R
omcert6	BIGINT	6.4%	0
xomassc6	VARCHAR	6.4%	R
omassc6	BIGINT	6.4%	0
xombach6	VARCHAR	6.4%	R
ombach6	DOUBLE	39.0%	426.0
xomawdn6	VARCHAR	0.0%	R
omawdn6	BIGINT	0.0%	426
xomawdp6	VARCHAR	0.0%	R
omawdp6	DOUBLE	0.0%	26.0
xomcert8	VARCHAR	6.4%	R
omcert8	BIGINT	6.4%	0
xomassc8	VARCHAR	6.4%	R
omassc8	BIGINT	6.4%	0
xombach8	VARCHAR	6.4%	R
ombach8	DOUBLE	39.0%	475.0
xomawdn8	VARCHAR	0.0%	R
omawdn8	BIGINT	0.0%	475
xomenryi	VARCHAR	0.0%	R
omenryi	BIGINT	0.0%	2
xomenrai	VARCHAR	0.0%	R
omenrai	BIGINT	0.0%	596
xomenrun	VARCHAR	0.0%	R
omenrun	BIGINT	0.0%	579
xomnoawd	VARCHAR	0.0%	R
omnoawd	BIGINT	0.0%	1177
xomawdp8	VARCHAR	0.0%	R
omawdp8	DOUBLE	0.0%	29.0
xomenrtp	VARCHAR	0.0%	R
omenrtp	DOUBLE	0.0%	36.0
xomenryp	VARCHAR	0.0%	R
omenryp	DOUBLE	0.0%	0.0
xomenrap	VARCHAR	0.0%	R
omenrap	DOUBLE	0.0%	36.0
xomenrup	VARCHAR	6.4%	R
omenrup	DOUBLE	6.5%	35.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xomrcht6	VARCHAR	93.6%	R
omrcht6	BIGINT	93.6%	1044
xomexcl6	VARCHAR	93.6%	R
omexcl6	BIGINT	93.6%	0
xomacht6	VARCHAR	93.6%	R
omacht6	BIGINT	93.6%	1044
xomexcl8	VARCHAR	93.6%	R
omexcl8	BIGINT	93.6%	0
xomacht8	VARCHAR	93.6%	R
omacht8	BIGINT	93.6%	1044
xomrcht8	VARCHAR	96.7%	R
omrcht8	BIGINT	96.7%	882
omflag	BIGINT	96.7%	0

sal_is

Rows: 209,792

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
arank	BIGINT	0.0%	1
xsainstt	VARCHAR	32.6%	R
sainstt	BIGINT	32.6%	47
xsainstm	VARCHAR	32.6%	R
sainstm	BIGINT	32.6%	37
xsainstw	VARCHAR	32.6%	R
sainstw	BIGINT	32.6%	10
xsa_9mct	VARCHAR	32.6%	R
sa_9mct	DOUBLE	32.6%	8.0
xsa_9mcm	VARCHAR	32.6%	R
sa_9mcm	DOUBLE	32.6%	7.0
xsa_9mcw	VARCHAR	32.6%	R
sa_9mcw	DOUBLE	32.6%	1.0
xsatotlt	VARCHAR	0.0%	R
satotlt	BIGINT	0.0%	39
xsatotlm	VARCHAR	0.0%	R
satotlm	BIGINT	0.0%	30
xsatotlw	VARCHAR	0.0%	R
satotlw	BIGINT	0.0%	9
xsa09mct	VARCHAR	0.0%	R
sa09mct	DOUBLE	0.0%	37.0
xsa09mcm	VARCHAR	0.0%	R
sa09mcm	DOUBLE	0.0%	29.0
xsa09mcw	VARCHAR	0.0%	R
sa09mcw	DOUBLE	0.0%	8.0
xsa10mct	VARCHAR	0.0%	R
sa10mct	DOUBLE	0.0%	0.0
xsa10mcm	VARCHAR	0.0%	Z
sa10mcm	DOUBLE	0.0%	0.0
xsa10mcw	VARCHAR	0.0%	Z
sa10mcw	DOUBLE	0.0%	0.0
xsa11mct	VARCHAR	0.0%	R
sa11mct	DOUBLE	0.0%	0.0
xsa11mcm	VARCHAR	0.0%	Z
sa11mcm	DOUBLE	0.0%	0.0
xsa11mcw	VARCHAR	0.0%	Z
sa11mcw	DOUBLE	0.0%	0.0
xsa12mct	VARCHAR	0.0%	R
sa12mct	DOUBLE	0.0%	2.0
xsa12mcm	VARCHAR	0.0%	R
sa12mcm	DOUBLE	0.0%	1.0
xsa12mcw	VARCHAR	0.0%	R
sa12mcw	DOUBLE	0.0%	1.0
xsaoutlt	VARCHAR	0.0%	R
saoutlt	BIGINT	0.0%	4239265
xsaoutlm	VARCHAR	0.0%	R
saoutlm	BIGINT	0.0%	3300618
xsaoutlw	VARCHAR	0.0%	R
saoutlw	BIGINT	0.0%	938647
xsa09mot	VARCHAR	32.6%	R
sa09mot	DOUBLE	32.6%	3949476.0
xsa09mom	VARCHAR	32.6%	R
sa09mom	DOUBLE	32.6%	3145514.0
xsa09mow	VARCHAR	32.6%	R
sa09mow	DOUBLE	32.6%	803962.0
xsa10mot	VARCHAR	32.6%	R
sa10mot	DOUBLE	32.6%	0.0
xsa10mom	VARCHAR	32.6%	Z
sa10mom	DOUBLE	32.6%	0.0
xsa10mow	VARCHAR	32.6%	Z
sa10mow	DOUBLE	32.6%	0.0
xsa11mot	VARCHAR	32.6%	R
sa11mot	DOUBLE	32.6%	0.0
xsa11mom	VARCHAR	32.6%	Z
sa11mom	DOUBLE	32.6%	0.0
xsa11mow	VARCHAR	32.6%	Z
sa11mow	DOUBLE	32.6%	0.0
xsa12mot	VARCHAR	32.6%	R
sa12mot	DOUBLE	32.6%	289789.0
xsa12mom	VARCHAR	32.6%	R
sa12mom	DOUBLE	32.6%	155104.0
xsa12mow	VARCHAR	32.6%	R
sa12mow	DOUBLE	32.6%	134685.0
xsaeq9ot	VARCHAR	32.6%	R
saeq9ot	BIGINT	32.6%	4166818
xsaeq9om	VARCHAR	32.6%	R
saeq9om	BIGINT	32.6%	3261842
xsaeq9ow	VARCHAR	32.6%	R
saeq9ow	BIGINT	32.6%	904976
xsaeq9at	VARCHAR	32.6%	R
saeq9at	DOUBLE	32.7%	106841.0
xsaeq9am	VARCHAR	32.6%	R
saeq9am	DOUBLE	37.0%	108728.0
xsaeq9aw	VARCHAR	32.6%	R
saeq9aw	DOUBLE	37.2%	100553.0
xsa09mat	VARCHAR	32.6%	R
sa09mat	DOUBLE	59.5%	106743.0
xsa09mam	VARCHAR	32.6%	R
sa09mam	DOUBLE	61.4%	108466.0
xsa09maw	VARCHAR	32.6%	R
sa09maw	DOUBLE	60.9%	100495.0
xsa10mat	VARCHAR	32.6%	A
sa10mat	DOUBLE	82.0%	32000.0
xsa10mam	VARCHAR	32.6%	A
sa10mam	DOUBLE	84.7%	32000.0
xsa10maw	VARCHAR	32.6%	A
sa10maw	DOUBLE	84.0%	98843.0
xsa11mat	VARCHAR	32.6%	A
sa11mat	DOUBLE	93.0%	74248.0
xsa11mam	VARCHAR	32.6%	A
sa11mam	DOUBLE	94.8%	74248.0
xsa11maw	VARCHAR	32.6%	A
sa11maw	DOUBLE	94.4%	69591.0
xsa12mat	VARCHAR	32.6%	R
sa12mat	DOUBLE	60.8%	144895.0
xsa12mam	VARCHAR	32.6%	R
sa12mam	DOUBLE	67.1%	155104.0
xsa12maw	VARCHAR	32.6%	R
sa12maw	DOUBLE	66.2%	134685.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xsamntht	VARCHAR	59.5%	R
samntht	BIGINT	59.5%	396
xsamnthm	VARCHAR	59.5%	R
samnthm	BIGINT	59.5%	321
xsamnthw	VARCHAR	59.5%	R
samnthw	BIGINT	59.5%	75
xsaavmnt	VARCHAR	59.5%	R
saavmnt	DOUBLE	59.5%	9613.0
xsaavmnm	VARCHAR	59.5%	R
saavmnm	DOUBLE	62.0%	9629.0
xsaavmnw	VARCHAR	59.5%	R
saavmnw	DOUBLE	62.3%	9544.0

sfa

Rows: 138,503

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	100654	Primary institution ID, joins across all IPEDS tables
xscugrad	VARCHAR	26.3%	R
scugrad	DOUBLE	26.3%	5845.0
xscugdgsk	VARCHAR	87.8%	R
scugdgsk	BIGINT	87.8%	5726
xscugndgs	VARCHAR	87.8%	R
scugndgs	BIGINT	87.8%	119
xscugffn	VARCHAR	26.3%	R
scugffn	DOUBLE	26.3%	1976.0
xscugffp	VARCHAR	26.3%	R
scugffp	DOUBLE	26.4%	34.0
xscfa2	VARCHAR	0.0%	R
scfa2	DOUBLE	36.8%	5845.0
xscfa2dg	VARCHAR	87.8%	R
scfa2dg	DOUBLE	92.3%	5726.0
xscfa2nd	VARCHAR	87.8%	R
scfa2nd	DOUBLE	92.3%	119.0
xscfa1n	VARCHAR	0.0%	R
scfa1n	DOUBLE	36.8%	1976.0
xscfa1p	VARCHAR	0.0%	R
scfa1p	DOUBLE	37.0%	34.0
xscfy2	VARCHAR	0.0%	A
scfy2	DOUBLE	63.2%	54.0
xscfy2dg	VARCHAR	87.8%	A
scfy2dg	DOUBLE	95.4%	54.0
xscfy2nd	VARCHAR	87.8%	A
scfy2nd	DOUBLE	95.4%	0.0
xscfy1n	VARCHAR	0.0%	A
scfy1n	DOUBLE	63.2%	19.0
xscfy1p	VARCHAR	0.0%	A
scfy1p	DOUBLE	63.2%	35.0
xuagrntn	VARCHAR	31.0%	R
uagrntn	DOUBLE	31.0%	4660.0
xuagrntp	VARCHAR	31.0%	R
uagrntp	DOUBLE	31.0%	80.0
xuagrntt	VARCHAR	31.0%	R
uagrntt	DOUBLE	31.0%	58226923.0
xuagrnta	VARCHAR	31.0%	R
uagrnta	DOUBLE	31.5%	12495.0
xudgagrntn	VARCHAR	87.8%	R
udgagrntn	BIGINT	87.8%	4660
xudgagrntp	VARCHAR	87.8%	R
udgagrntp	BIGINT	87.8%	81
xudgagrntt	VARCHAR	87.8%	R
udgagrntt	BIGINT	87.8%	58226923
xudgagrnta	VARCHAR	87.8%	R
udgagrnta	DOUBLE	87.9%	12495.0
xundagrntn	VARCHAR	87.8%	R
undagrntn	BIGINT	87.8%	0
xundagrntp	VARCHAR	87.8%	R
undagrntp	BIGINT	87.8%	0
xundagrntt	VARCHAR	87.8%	R
undagrntt	BIGINT	87.8%	0
xundagrnta	VARCHAR	87.8%	A
undagrnta	DOUBLE	95.8%	4080.0
xupgrntn	VARCHAR	31.0%	R
upgrntn	DOUBLE	31.0%	3681.0
xupgrntp	VARCHAR	31.0%	R
upgrntp	DOUBLE	31.0%	63.0
xupgrntt	VARCHAR	31.0%	R
upgrntt	DOUBLE	31.0%	23657349.0
xupgrnta	VARCHAR	31.0%	R
upgrnta	DOUBLE	32.0%	6427.0
xudgpgrntn	VARCHAR	91.9%	R
udgpgrntn	BIGINT	91.9%	3681
xudgpgrntp	VARCHAR	87.8%	R
udgpgrntp	DOUBLE	87.8%	64.0
xudgpgrntt	VARCHAR	91.9%	R
udgpgrntt	BIGINT	91.9%	23657349
xudgpgrnta	VARCHAR	91.9%	R
udgpgrnta	DOUBLE	92.0%	6427.0
xundpgrntn	VARCHAR	91.9%	R
undpgrntn	BIGINT	91.9%	0
xundpgrntp	VARCHAR	91.9%	R
undpgrntp	DOUBLE	91.9%	0.0
xundpgrntt	VARCHAR	91.9%	R
undpgrntt	DOUBLE	91.9%	0.0
xundpgrnta	VARCHAR	91.9%	A
undpgrnta	DOUBLE	98.6%	6545.0
xufloann	VARCHAR	31.0%	R
ufloann	DOUBLE	31.0%	4357.0
xufloanp	VARCHAR	31.0%	R
ufloanp	DOUBLE	31.0%	75.0
xufloant	VARCHAR	31.0%	R
ufloant	DOUBLE	31.0%	30301705.0
xufloana	VARCHAR	31.0%	R
ufloana	DOUBLE	38.7%	6955.0
xudgfloann	VARCHAR	91.9%	R
udgfloann	BIGINT	91.9%	4357
xudgfloanp	VARCHAR	87.8%	R
udgfloanp	DOUBLE	87.8%	76.0
xudgfloant	VARCHAR	91.9%	R
udgfloant	BIGINT	91.9%	30301705
xudgfloana	VARCHAR	91.9%	R
udgfloana	DOUBLE	92.8%	6955.0
xundfloann	VARCHAR	91.9%	R
undfloann	BIGINT	91.9%	0
xundfloanp	VARCHAR	91.9%	R
undfloanp	DOUBLE	91.9%	0.0
xundfloant	VARCHAR	91.9%	R
undfloant	BIGINT	91.9%	0
xundfloana	VARCHAR	91.9%	A
undfloana	DOUBLE	98.8%	12500.0
xanyaidn	VARCHAR	0.0%	R
anyaidn	DOUBLE	3.2%	1769.0
xanyaidp	VARCHAR	0.0%	R
anyaidp	DOUBLE	3.2%	90.0
xaidfsin	VARCHAR	35.8%	R
aidfsin	DOUBLE	38.7%	1769.0
xaidfsip	VARCHAR	35.8%	R
aidfsip	DOUBLE	38.7%	90.0
xagrnt_n	VARCHAR	26.3%	R
agrnt_n	DOUBLE	29.6%	1698.0
xagrnt_p	VARCHAR	26.3%	R
agrnt_p	DOUBLE	29.6%	86.0
xagrnt_t	VARCHAR	31.0%	R
agrnt_t	DOUBLE	34.1%	21809164.0
xagrnt_a	VARCHAR	26.3%	R
agrnt_a	DOUBLE	30.3%	12844.0
xfgrnt_n	VARCHAR	0.0%	R
fgrnt_n	DOUBLE	3.3%	1332.0
xfgrnt_p	VARCHAR	0.0%	R
fgrnt_p	DOUBLE	3.3%	67.0
xfgrnt_t	VARCHAR	31.0%	R
fgrnt_t	DOUBLE	34.1%	9021849.0
xfgrnt_a	VARCHAR	0.0%	R
fgrnt_a	DOUBLE	5.1%	6773.0
xpgrnt_n	VARCHAR	26.3%	R
pgrnt_n	DOUBLE	29.6%	1328.0
xpgrnt_p	VARCHAR	26.3%	R
pgrnt_p	DOUBLE	29.6%	67.0
xpgrnt_t	VARCHAR	31.0%	R
pgrnt_t	DOUBLE	34.1%	8756692.0
xpgrnt_a	VARCHAR	26.3%	R
pgrnt_a	DOUBLE	30.8%	6594.0
xofgrt_n	VARCHAR	26.3%	R
ofgrt_n	DOUBLE	29.6%	123.0
xofgrt_p	VARCHAR	26.3%	R
ofgrt_p	DOUBLE	29.6%	6.0
xofgrt_t	VARCHAR	31.0%	R
ofgrt_t	DOUBLE	34.1%	265157.0
xofgrt_a	VARCHAR	26.3%	R
ofgrt_a	DOUBLE	49.2%	2156.0
xsgrnt_n	VARCHAR	0.0%	R
sgrnt_n	DOUBLE	3.3%	66.0
xsgrnt_p	VARCHAR	0.0%	R
sgrnt_p	DOUBLE	3.3%	3.0
xsgrnt_t	VARCHAR	31.0%	R
sgrnt_t	DOUBLE	34.1%	112137.0
xsgrnt_a	VARCHAR	0.0%	R
sgrnt_a	DOUBLE	33.4%	1699.0
xigrnt_n	VARCHAR	0.0%	R
igrnt_n	DOUBLE	3.3%	1330.0
xigrnt_p	VARCHAR	0.0%	R
igrnt_p	DOUBLE	3.3%	67.0
xigrnt_t	VARCHAR	31.0%	R
igrnt_t	DOUBLE	34.1%	12675178.0
xigrnt_a	VARCHAR	0.0%	R
igrnt_a	DOUBLE	33.3%	9530.0
xloan_n	VARCHAR	0.0%	R
loan_n	DOUBLE	3.3%	1503.0
xloan_p	VARCHAR	0.0%	R
loan_p	DOUBLE	3.3%	76.0
xloan_t	VARCHAR	31.0%	R
loan_t	DOUBLE	34.1%	10345864.0
xloan_a	VARCHAR	0.0%	R
loan_a	DOUBLE	14.9%	6883.0
xfloan_n	VARCHAR	26.3%	R
floan_n	DOUBLE	29.6%	1493.0
xfloan_p	VARCHAR	26.3%	R
floan_p	DOUBLE	29.6%	76.0
xfloan_t	VARCHAR	31.0%	R
floan_t	DOUBLE	34.1%	9292472.0
xfloan_a	VARCHAR	26.3%	R
floan_a	DOUBLE	38.2%	6224.0
xoloan_n	VARCHAR	26.3%	R
oloan_n	DOUBLE	29.6%	108.0
xoloan_p	VARCHAR	26.3%	R
oloan_p	DOUBLE	29.6%	5.0
xoloan_t	VARCHAR	31.0%	R
oloan_t	DOUBLE	34.1%	1053392.0
xoloan_a	VARCHAR	26.3%	R
oloan_a	DOUBLE	66.5%	9754.0
year	BIGINT	0.0%	2024	Appears in 26 tables, common join key
xscfa11n	VARCHAR	4.0%	R
scfa11n	DOUBLE	74.9%	0.0
xscfa11p	VARCHAR	4.0%	R
scfa11p	DOUBLE	74.9%	0.0
xscfa12n	VARCHAR	4.0%	R
scfa12n	DOUBLE	74.9%	810.0
xscfa12p	VARCHAR	4.0%	R
scfa12p	DOUBLE	74.9%	52.0
xscfa13n	VARCHAR	4.0%	R
scfa13n	DOUBLE	74.9%	737.0
xscfa13p	VARCHAR	4.0%	R
scfa13p	DOUBLE	74.9%	48.0
xscfa14n	VARCHAR	4.0%	R
scfa14n	DOUBLE	74.9%	0.0
xscfa14p	VARCHAR	4.0%	R
scfa14p	DOUBLE	74.9%	0.0
xgistn2	VARCHAR	35.0%	R
gistn2	DOUBLE	81.0%	712.0
xgiston2	VARCHAR	35.0%	R
giston2	DOUBLE	91.3%	619.0
xgistwf2	VARCHAR	35.0%	R
gistwf2	DOUBLE	81.2%	70.0
xgistof2	VARCHAR	35.0%	R
gistof2	DOUBLE	81.2%	22.0
xgistun2	VARCHAR	35.0%	R
gistun2	DOUBLE	81.1%	1.0
xgistt2	VARCHAR	35.0%	R
gistt2	DOUBLE	81.0%	6598275.0
xgista2	VARCHAR	35.0%	R
gista2	DOUBLE	81.0%	9267.0
xgistn1	VARCHAR	35.0%	R
gistn1	DOUBLE	81.0%	612.0
xgiston1	VARCHAR	35.0%	R
giston1	DOUBLE	91.4%	471.0
xgistwf1	VARCHAR	35.0%	R
gistwf1	DOUBLE	81.3%	78.0
xgistof1	VARCHAR	35.0%	R
gistof1	DOUBLE	81.3%	63.0
xgistun1	VARCHAR	35.0%	R
gistun1	DOUBLE	81.2%	0.0
xgistt1	VARCHAR	35.0%	R
gistt1	DOUBLE	81.1%	5180341.0
xgista1	VARCHAR	35.0%	R
gista1	DOUBLE	81.1%	8465.0
xgistn0	VARCHAR	35.0%	R
gistn0	DOUBLE	81.0%	693.0
xgiston0	VARCHAR	35.0%	R
giston0	DOUBLE	91.4%	482.0
xgistwf0	VARCHAR	35.0%	R
gistwf0	DOUBLE	81.4%	158.0
xgistof0	VARCHAR	35.0%	R
gistof0	DOUBLE	81.4%	53.0
xgistun0	VARCHAR	35.0%	R
gistun0	DOUBLE	81.3%	0.0
xgistt0	VARCHAR	35.0%	R
gistt0	DOUBLE	81.2%	6240985.0
xgista0	VARCHAR	35.0%	R
gista0	DOUBLE	81.2%	9006.0
xgis4n2	VARCHAR	35.0%	R
gis4n2	DOUBLE	81.1%	645.0
xgis4on2	VARCHAR	35.0%	R
gis4on2	DOUBLE	91.4%	592.0
xgis4wf2	VARCHAR	35.0%	R
gis4wf2	DOUBLE	81.3%	34.0
xgis4of2	VARCHAR	35.0%	R
gis4of2	DOUBLE	81.3%	19.0
xgis4un2	VARCHAR	35.0%	R
gis4un2	DOUBLE	81.2%	0.0
xgis4g2	VARCHAR	39.8%	R
gis4g2	DOUBLE	82.3%	636.0
xgis4t2	VARCHAR	35.0%	R
gis4t2	DOUBLE	81.1%	5928907.0
xgis4a2	VARCHAR	35.0%	R
gis4a2	DOUBLE	81.1%	9192.0
xgis4n12	VARCHAR	35.0%	R
gis4n12	DOUBLE	81.1%	328.0
xgis4g12	VARCHAR	39.8%	R
gis4g12	DOUBLE	82.3%	328.0
xgis4t12	VARCHAR	35.0%	R
gis4t12	DOUBLE	81.1%	3271951.0
xgis4a12	VARCHAR	35.0%	R
gis4a12	DOUBLE	81.2%	9975.0
xgis4n22	VARCHAR	35.0%	R
gis4n22	DOUBLE	81.1%	176.0
xgis4g22	VARCHAR	39.8%	R
gis4g22	DOUBLE	82.3%	176.0
xgis4t22	VARCHAR	35.0%	R
gis4t22	DOUBLE	81.1%	1729702.0
xgis4a22	VARCHAR	35.0%	R
gis4a22	DOUBLE	82.3%	9828.0
xgis4n32	VARCHAR	35.0%	R
gis4n32	DOUBLE	81.1%	94.0
xgis4g32	VARCHAR	39.8%	R
gis4g32	DOUBLE	82.3%	91.0
xgis4t32	VARCHAR	35.0%	R
gis4t32	DOUBLE	81.1%	684364.0
xgis4a32	VARCHAR	35.0%	R
gis4a32	DOUBLE	82.9%	7280.0
xgis4n42	VARCHAR	35.0%	R
gis4n42	DOUBLE	81.1%	21.0
xgis4g42	VARCHAR	39.8%	R
gis4g42	DOUBLE	82.3%	18.0
xgis4t42	VARCHAR	35.0%	R
gis4t42	DOUBLE	81.1%	98566.0
xgis4a42	VARCHAR	35.0%	R
gis4a42	DOUBLE	84.7%	4694.0
xgis4n52	VARCHAR	35.0%	R
gis4n52	DOUBLE	81.1%	26.0
xgis4g52	VARCHAR	39.8%	R
gis4g52	DOUBLE	82.3%	23.0
xgis4t52	VARCHAR	35.0%	R
gis4t52	DOUBLE	81.1%	144324.0
xgis4a52	VARCHAR	35.0%	R
gis4a52	DOUBLE	87.0%	5551.0
xgis4n1	VARCHAR	39.8%	R
gis4n1	DOUBLE	82.3%	567.0
xgis4on1	VARCHAR	39.8%	R
gis4on1	DOUBLE	92.6%	439.0
xgis4wf1	VARCHAR	39.8%	R
gis4wf1	DOUBLE	82.6%	66.0
xgis4of1	VARCHAR	39.8%	R
gis4of1	DOUBLE	82.6%	62.0
xgis4un1	VARCHAR	39.8%	R
gis4un1	DOUBLE	82.5%	0.0
xgis4g1	VARCHAR	39.8%	R
gis4g1	DOUBLE	82.4%	549.0
xgis4t1	VARCHAR	39.8%	R
gis4t1	DOUBLE	82.5%	4640730.0
xgis4a1	VARCHAR	39.8%	R
gis4a1	DOUBLE	82.5%	8185.0
xgis4n11	VARCHAR	39.8%	R
gis4n11	DOUBLE	82.5%	311.0
xgis4g11	VARCHAR	39.8%	R
gis4g11	DOUBLE	82.5%	307.0
xgis4t11	VARCHAR	39.8%	R
gis4t11	DOUBLE	82.5%	2787106.0
xgis4a11	VARCHAR	39.8%	R
gis4a11	DOUBLE	82.5%	8962.0
xgis4n21	VARCHAR	39.8%	R
gis4n21	DOUBLE	82.5%	143.0
xgis4g21	VARCHAR	39.8%	R
gis4g21	DOUBLE	82.5%	142.0
xgis4t21	VARCHAR	39.8%	R
gis4t21	DOUBLE	82.5%	1235673.0
xgis4a21	VARCHAR	39.8%	R
gis4a21	DOUBLE	83.5%	8641.0
xgis4n31	VARCHAR	39.8%	R
gis4n31	DOUBLE	82.5%	57.0
xgis4g31	VARCHAR	39.8%	R
gis4g31	DOUBLE	82.5%	53.0
xgis4t31	VARCHAR	39.8%	R
gis4t31	DOUBLE	82.5%	378171.0
xgis4a31	VARCHAR	39.8%	R
gis4a31	DOUBLE	84.0%	6635.0
xgis4n41	VARCHAR	39.8%	R
gis4n41	DOUBLE	82.5%	29.0
xgis4g41	VARCHAR	39.8%	R
gis4g41	DOUBLE	82.5%	22.0
xgis4t41	VARCHAR	39.8%	R
gis4t41	DOUBLE	82.5%	87821.0
xgis4a41	VARCHAR	39.8%	R
gis4a41	DOUBLE	85.8%	3028.0
xgis4n51	VARCHAR	39.8%	R
gis4n51	DOUBLE	82.5%	27.0
xgis4g51	VARCHAR	39.8%	R
gis4g51	DOUBLE	82.5%	25.0
xgis4t51	VARCHAR	39.8%	R
gis4t51	DOUBLE	82.5%	151959.0
xgis4a51	VARCHAR	39.8%	R
gis4a51	DOUBLE	87.9%	5628.0
xgis4n0	VARCHAR	39.8%	R
gis4n0	DOUBLE	82.3%	657.0
xgis4on0	VARCHAR	39.8%	R
gis4on0	DOUBLE	92.6%	457.0
xgis4wf0	VARCHAR	39.8%	R
gis4wf0	DOUBLE	82.7%	150.0
xgis4of0	VARCHAR	39.8%	R
gis4of0	DOUBLE	82.7%	50.0
xgis4un0	VARCHAR	39.8%	R
gis4un0	DOUBLE	82.6%	0.0
xgis4g0	VARCHAR	39.8%	R
gis4g0	DOUBLE	82.4%	642.0
xgis4t0	VARCHAR	39.8%	R
gis4t0	DOUBLE	82.6%	5825299.0
xgis4a0	VARCHAR	39.8%	R
gis4a0	DOUBLE	82.6%	8867.0
xgis4n10	VARCHAR	39.8%	R
gis4n10	DOUBLE	82.6%	381.0
xgis4g10	VARCHAR	39.8%	R
gis4g10	DOUBLE	82.6%	380.0
xgis4t10	VARCHAR	39.8%	R
gis4t10	DOUBLE	82.6%	3713735.0
xgis4a10	VARCHAR	39.8%	R
gis4a10	DOUBLE	82.6%	9747.0
xgis4n20	VARCHAR	39.8%	R
gis4n20	DOUBLE	82.6%	141.0
xgis4g20	VARCHAR	39.8%	R
gis4g20	DOUBLE	82.6%	141.0
xgis4t20	VARCHAR	39.8%	R
gis4t20	DOUBLE	82.6%	1357002.0
xgis4a20	VARCHAR	39.8%	R
gis4a20	DOUBLE	83.5%	9624.0
xgis4n30	VARCHAR	39.8%	R
gis4n30	DOUBLE	82.6%	76.0
xgis4g30	VARCHAR	39.8%	R
gis4g30	DOUBLE	82.6%	73.0
xgis4t30	VARCHAR	39.8%	R
gis4t30	DOUBLE	82.6%	487604.0
xgis4a30	VARCHAR	39.8%	R
gis4a30	DOUBLE	84.1%	6416.0
xgis4n40	VARCHAR	39.8%	R
gis4n40	DOUBLE	82.6%	40.0
xgis4g40	VARCHAR	39.8%	R
gis4g40	DOUBLE	82.6%	34.0
xgis4t40	VARCHAR	39.8%	R
gis4t40	DOUBLE	82.6%	208688.0
xgis4a40	VARCHAR	39.8%	R
gis4a40	DOUBLE	86.0%	5217.0
xgis4n50	VARCHAR	39.8%	R
gis4n50	DOUBLE	82.6%	19.0
xgis4g50	VARCHAR	39.8%	R
gis4g50	DOUBLE	82.6%	14.0
xgis4t50	VARCHAR	39.8%	R
gis4t50	DOUBLE	82.6%	58270.0
xgis4a50	VARCHAR	39.8%	R
gis4a50	DOUBLE	88.1%	3067.0
xnpist2	VARCHAR	35.0%	R
npist2	DOUBLE	81.0%	14064.0
xnpist1	VARCHAR	35.0%	R
npist1	DOUBLE	81.1%	14600.0
xnpist0	VARCHAR	35.0%	R
npist0	DOUBLE	81.2%	12921.0
xnpis412	VARCHAR	35.0%	R
npis412	DOUBLE	81.2%	13776.0
xnpis422	VARCHAR	35.0%	R
npis422	DOUBLE	82.3%	13923.0
xnpis432	VARCHAR	35.0%	R
npis432	DOUBLE	82.9%	16471.0
xnpis442	VARCHAR	35.0%	R
npis442	DOUBLE	84.7%	19057.0
xnpis452	VARCHAR	35.0%	R
npis452	DOUBLE	87.0%	18200.0
xnpis411	VARCHAR	39.8%	R
npis411	DOUBLE	82.5%	14205.0
xnpis421	VARCHAR	39.8%	R
npis421	DOUBLE	83.5%	14526.0
xnpis431	VARCHAR	39.8%	R
npis431	DOUBLE	84.1%	16532.0
xnpis441	VARCHAR	39.8%	R
npis441	DOUBLE	85.8%	20139.0
xnpis451	VARCHAR	39.8%	R
npis451	DOUBLE	88.0%	17539.0
xnpis410	VARCHAR	39.8%	R
npis410	DOUBLE	82.6%	12177.0
xnpis420	VARCHAR	39.8%	R
npis420	DOUBLE	83.5%	12300.0
xnpis430	VARCHAR	39.8%	R
npis430	DOUBLE	84.1%	15508.0
xnpis440	VARCHAR	39.8%	R
npis440	DOUBLE	86.0%	16707.0
xnpis450	VARCHAR	39.8%	R
npis450	DOUBLE	88.1%	18857.0
xgrntn2	VARCHAR	35.0%	A
grntn2	DOUBLE	57.9%	244.0
xgrnton2	VARCHAR	35.0%	A
grnton2	DOUBLE	85.2%	231.0
xgrntwf2	VARCHAR	35.0%	A
grntwf2	DOUBLE	58.9%	13.0
xgrntof2	VARCHAR	35.0%	A
grntof2	DOUBLE	58.9%	0.0
xgrntun2	VARCHAR	35.0%	A
grntun2	DOUBLE	58.7%	0.0
xgrntt2	VARCHAR	35.0%	A
grntt2	DOUBLE	58.1%	3470354.0
xgrnta2	VARCHAR	35.0%	A
grnta2	DOUBLE	58.1%	14223.0
xgrntn1	VARCHAR	35.0%	A
grntn1	DOUBLE	58.0%	244.0
xgrnton1	VARCHAR	35.0%	A
grnton1	DOUBLE	85.5%	199.0
xgrntwf1	VARCHAR	35.0%	A
grntwf1	DOUBLE	60.3%	45.0
xgrntof1	VARCHAR	35.0%	A
grntof1	DOUBLE	60.3%	0.0
xgrntun1	VARCHAR	35.0%	A
grntun1	DOUBLE	60.2%	0.0
xgrntt1	VARCHAR	35.0%	A
grntt1	DOUBLE	59.6%	3455829.0
xgrnta1	VARCHAR	35.0%	A
grnta1	DOUBLE	59.5%	14163.0
xgrntn0	VARCHAR	35.0%	A
grntn0	DOUBLE	58.0%	249.0
xgrnton0	VARCHAR	35.0%	A
grnton0	DOUBLE	85.7%	200.0
xgrntwf0	VARCHAR	35.0%	A
grntwf0	DOUBLE	61.6%	49.0
xgrntof0	VARCHAR	35.0%	A
grntof0	DOUBLE	61.6%	0.0
xgrntun0	VARCHAR	35.0%	A
grntun0	DOUBLE	61.5%	0.0
xgrntt0	VARCHAR	35.0%	A
grntt0	DOUBLE	60.9%	2684585.0
xgrnta0	VARCHAR	35.0%	A
grnta0	DOUBLE	60.8%	10781.0
xgrn4n2	VARCHAR	35.0%	A
grn4n2	DOUBLE	58.1%	204.0
xgrn4on2	VARCHAR	35.0%	A
grn4on2	DOUBLE	85.4%	193.0
xgrn4wf2	VARCHAR	35.0%	A
grn4wf2	DOUBLE	59.1%	11.0
xgrn4of2	VARCHAR	35.0%	A
grn4of2	DOUBLE	59.1%	0.0
xgrn4un2	VARCHAR	35.0%	A
grn4un2	DOUBLE	58.9%	0.0
xgrn4g2	VARCHAR	39.8%	A
grn4g2	DOUBLE	61.6%	204.0
xgrn4t2	VARCHAR	35.0%	A
grn4t2	DOUBLE	58.3%	3066885.0
xgrn4a2	VARCHAR	35.0%	A
grn4a2	DOUBLE	58.3%	15034.0
xgrn4n12	VARCHAR	35.0%	A
grn4n12	DOUBLE	58.3%	32.0
xgrn4g12	VARCHAR	39.8%	A
grn4g12	DOUBLE	61.6%	32.0
xgrn4t12	VARCHAR	35.0%	A
grn4t12	DOUBLE	58.3%	602338.0
xgrn4a12	VARCHAR	35.0%	A
grn4a12	DOUBLE	58.9%	18823.0
xgrn4n22	VARCHAR	35.0%	A
grn4n22	DOUBLE	58.3%	15.0
xgrn4g22	VARCHAR	39.8%	A
grn4g22	DOUBLE	61.6%	15.0
xgrn4t22	VARCHAR	35.0%	A
grn4t22	DOUBLE	58.3%	267347.0
xgrn4a22	VARCHAR	35.0%	A
grn4a22	DOUBLE	65.9%	17823.0
xgrn4n32	VARCHAR	35.0%	A
grn4n32	DOUBLE	58.3%	24.0
xgrn4g32	VARCHAR	39.8%	A
grn4g32	DOUBLE	61.6%	24.0
xgrn4t32	VARCHAR	35.0%	A
grn4t32	DOUBLE	58.3%	402016.0
xgrn4a32	VARCHAR	35.0%	A
grn4a32	DOUBLE	69.3%	16751.0
xgrn4n42	VARCHAR	35.0%	A
grn4n42	DOUBLE	58.3%	28.0
xgrn4g42	VARCHAR	39.8%	A
grn4g42	DOUBLE	61.6%	28.0
xgrn4t42	VARCHAR	35.0%	A
grn4t42	DOUBLE	58.3%	433748.0
xgrn4a42	VARCHAR	35.0%	A
grn4a42	DOUBLE	75.0%	15491.0
xgrn4n52	VARCHAR	35.0%	A
grn4n52	DOUBLE	58.3%	105.0
xgrn4g52	VARCHAR	39.8%	A
grn4g52	DOUBLE	61.6%	105.0
xgrn4t52	VARCHAR	35.0%	A
grn4t52	DOUBLE	58.3%	1361436.0
xgrn4a52	VARCHAR	35.0%	A
grn4a52	DOUBLE	79.4%	12966.0
xgrn4n1	VARCHAR	39.8%	A
grn4n1	DOUBLE	61.5%	207.0
xgrn4on1	VARCHAR	39.8%	A
grn4on1	DOUBLE	88.8%	172.0
xgrn4wf1	VARCHAR	39.8%	A
grn4wf1	DOUBLE	63.0%	35.0
xgrn4of1	VARCHAR	39.8%	A
grn4of1	DOUBLE	63.0%	0.0
xgrn4un1	VARCHAR	39.8%	A
grn4un1	DOUBLE	62.9%	0.0
xgrn4g1	VARCHAR	39.8%	A
grn4g1	DOUBLE	62.2%	207.0
xgrn4t1	VARCHAR	39.8%	A
grn4t1	DOUBLE	62.2%	3264837.0
xgrn4a1	VARCHAR	39.8%	A
grn4a1	DOUBLE	63.0%	15772.0
xgrn4n11	VARCHAR	39.8%	A
grn4n11	DOUBLE	62.2%	31.0
xgrn4g11	VARCHAR	39.8%	A
grn4g11	DOUBLE	62.2%	31.0
xgrn4t11	VARCHAR	39.8%	A
grn4t11	DOUBLE	62.2%	556903.0
xgrn4a11	VARCHAR	39.8%	A
grn4a11	DOUBLE	63.4%	17965.0
xgrn4n21	VARCHAR	39.8%	A
grn4n21	DOUBLE	62.2%	18.0
xgrn4g21	VARCHAR	39.8%	A
grn4g21	DOUBLE	62.2%	18.0
xgrn4t21	VARCHAR	39.8%	A
grn4t21	DOUBLE	62.2%	329373.0
xgrn4a21	VARCHAR	39.8%	A
grn4a21	DOUBLE	69.4%	18299.0
xgrn4n31	VARCHAR	39.8%	A
grn4n31	DOUBLE	62.2%	32.0
xgrn4g31	VARCHAR	39.8%	A
grn4g31	DOUBLE	62.2%	32.0
xgrn4t31	VARCHAR	39.8%	A
grn4t31	DOUBLE	62.2%	539065.0
xgrn4a31	VARCHAR	39.8%	A
grn4a31	DOUBLE	72.4%	16846.0
xgrn4n41	VARCHAR	39.8%	A
grn4n41	DOUBLE	62.2%	40.0
xgrn4g41	VARCHAR	39.8%	A
grn4g41	DOUBLE	62.2%	40.0
xgrn4t41	VARCHAR	39.8%	A
grn4t41	DOUBLE	62.2%	595967.0
xgrn4a41	VARCHAR	39.8%	A
grn4a41	DOUBLE	77.4%	14899.0
xgrn4n51	VARCHAR	39.8%	A
grn4n51	DOUBLE	62.2%	86.0
xgrn4g51	VARCHAR	39.8%	A
grn4g51	DOUBLE	62.2%	86.0
xgrn4t51	VARCHAR	39.8%	A
grn4t51	DOUBLE	62.2%	1243529.0
xgrn4a51	VARCHAR	39.8%	A
grn4a51	DOUBLE	81.3%	14460.0
xgrn4n0	VARCHAR	39.8%	A
grn4n0	DOUBLE	61.5%	207.0
xgrn4on0	VARCHAR	39.8%	A
grn4on0	DOUBLE	88.8%	171.0
xgrn4wf0	VARCHAR	39.8%	A
grn4wf0	DOUBLE	63.6%	36.0
xgrn4of0	VARCHAR	39.8%	A
grn4of0	DOUBLE	63.6%	0.0
xgrn4un0	VARCHAR	39.8%	A
grn4un0	DOUBLE	63.4%	0.0
xgrn4g0	VARCHAR	39.8%	A
grn4g0	DOUBLE	62.8%	207.0
xgrn4t0	VARCHAR	39.8%	A
grn4t0	DOUBLE	62.8%	2654119.0
xgrn4a0	VARCHAR	39.8%	A
grn4a0	DOUBLE	64.3%	12822.0
xgrn4n10	VARCHAR	39.8%	A
grn4n10	DOUBLE	62.8%	26.0
xgrn4g10	VARCHAR	39.8%	A
grn4g10	DOUBLE	62.8%	26.0
xgrn4t10	VARCHAR	39.8%	A
grn4t10	DOUBLE	62.8%	426922.0
xgrn4a10	VARCHAR	39.8%	A
grn4a10	DOUBLE	64.7%	16420.0
xgrn4n20	VARCHAR	39.8%	A
grn4n20	DOUBLE	62.8%	20.0
xgrn4g20	VARCHAR	39.8%	A
grn4g20	DOUBLE	62.8%	20.0
xgrn4t20	VARCHAR	39.8%	A
grn4t20	DOUBLE	62.8%	332355.0
xgrn4a20	VARCHAR	39.8%	A
grn4a20	DOUBLE	70.2%	16618.0
xgrn4n30	VARCHAR	39.8%	A
grn4n30	DOUBLE	62.8%	20.0
xgrn4g30	VARCHAR	39.8%	A
grn4g30	DOUBLE	62.8%	20.0
xgrn4t30	VARCHAR	39.8%	A
grn4t30	DOUBLE	62.8%	326359.0
xgrn4a30	VARCHAR	39.8%	A
grn4a30	DOUBLE	73.1%	16318.0
xgrn4n40	VARCHAR	39.8%	A
grn4n40	DOUBLE	62.8%	34.0
xgrn4g40	VARCHAR	39.8%	A
grn4g40	DOUBLE	62.8%	34.0
xgrn4t40	VARCHAR	39.8%	A
grn4t40	DOUBLE	62.8%	407830.0
xgrn4a40	VARCHAR	39.8%	A
grn4a40	DOUBLE	78.0%	11995.0
xgrn4n50	VARCHAR	39.8%	A
grn4n50	DOUBLE	62.8%	107.0
xgrn4g50	VARCHAR	39.8%	A
grn4g50	DOUBLE	62.8%	107.0
xgrn4t50	VARCHAR	39.8%	A
grn4t50	DOUBLE	62.8%	1160653.0
xgrn4a50	VARCHAR	39.8%	A
grn4a50	DOUBLE	81.8%	10847.0
xnpgrn2	VARCHAR	35.0%	A
npgrn2	DOUBLE	58.1%	24170.0
xnpgrn1	VARCHAR	35.0%	A
npgrn1	DOUBLE	59.7%	21153.0
xnpgrn0	VARCHAR	35.0%	A
npgrn0	DOUBLE	61.0%	22888.0
xnpt412	VARCHAR	35.0%	A
npt412	DOUBLE	59.0%	19562.0
xnpt422	VARCHAR	35.0%	A
npt422	DOUBLE	65.9%	20562.0
xnpt432	VARCHAR	35.0%	A
npt432	DOUBLE	69.3%	21634.0
xnpt442	VARCHAR	35.0%	A
npt442	DOUBLE	75.1%	22894.0
xnpt452	VARCHAR	35.0%	A
npt452	DOUBLE	79.4%	25419.0
xnpt411	VARCHAR	39.8%	A
npt411	DOUBLE	63.5%	17530.0
xnpt421	VARCHAR	39.8%	A
npt421	DOUBLE	69.4%	17196.0
xnpt431	VARCHAR	39.8%	A
npt431	DOUBLE	72.4%	18649.0
xnpt441	VARCHAR	39.8%	A
npt441	DOUBLE	77.4%	20596.0
xnpt451	VARCHAR	39.8%	A
npt451	DOUBLE	81.3%	21035.0
xnpt410	VARCHAR	39.8%	A
npt410	DOUBLE	64.8%	17500.0
xnpt420	VARCHAR	39.8%	A
npt420	DOUBLE	70.3%	17302.0
xnpt430	VARCHAR	39.8%	A
npt430	DOUBLE	73.2%	17602.0
xnpt440	VARCHAR	39.8%	A
npt440	DOUBLE	78.0%	21925.0
xnpt450	VARCHAR	39.8%	A
npt450	DOUBLE	81.8%	23073.0
xscfy11n	VARCHAR	60.7%	A
scfy11n	DOUBLE	98.2%	0.0
xscfy11p	VARCHAR	60.7%	A
scfy11p	DOUBLE	98.2%	0.0
xscfy12n	VARCHAR	60.7%	A
scfy12n	DOUBLE	98.2%	0.0
xscfy12p	VARCHAR	60.7%	A
scfy12p	DOUBLE	98.2%	0.0
xscfy13n	VARCHAR	60.7%	A
scfy13n	DOUBLE	98.2%	0.0
xscfy13p	VARCHAR	60.7%	A
scfy13p	DOUBLE	98.2%	0.0
xscfy14n	VARCHAR	60.7%	A
scfy14n	DOUBLE	98.2%	0.0
xscfy14p	VARCHAR	60.7%	A
scfy14p	DOUBLE	98.2%	0.0
xtotgrnt	VARCHAR	95.3%	R
totgrnt	BIGINT	95.3%	17473759
xtstdpel	VARCHAR	95.3%	R
tstdpel	BIGINT	95.3%	1607

v_admission_rates

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	101541	Primary institution ID, joins across all IPEDS tables
year	BIGINT	0.0%	2017	Appears in 26 tables, common join key
institution_name	VARCHAR	0.0%	University of Mobile	Appears in 4 tables, common join key
state	VARCHAR	0.0%	AL	Appears in 4 tables, common join key
applicants_total	BIGINT	0.0%	1009
admissions_total	DOUBLE	1.0%	7750.0
enrolled_total	DOUBLE	1.3%	1869.0
admit_rate_pct	DOUBLE	1.0%	58.4
yield_rate_pct	DOUBLE	1.3%	23.0

v_institutions

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	101693	Primary institution ID, joins across all IPEDS tables
institution_name	VARCHAR	0.0%	Capri College-Cedar Rapids	Appears in 4 tables, common join key
ialias	VARCHAR	46.1%	Sherman Kendall Academy
addr	VARCHAR	0.1%	175 Fulton Ave
city	VARCHAR	0.0%	Mobile
state	VARCHAR	0.0%	IA	Appears in 4 tables, common join key
zip_code	VARCHAR	0.0%	36613-2842
fips_state	BIGINT	0.0%	19
region	BIGINT	0.0%	5
chfnm	VARCHAR	2.1%	Dr. Charles Smith
chftitle	VARCHAR	2.3%	President
gentele	DOUBLE	11.8%	3193641541206.0
ein	DOUBLE	0.9%	630417508.0
ueis	VARCHAR	49.3%	MEMJEJHP6KZ6
opeid	DOUBLE	1.0%	2090300.0
opeflag	BIGINT	0.0%	1
website	VARCHAR	6.8%	www.capricollege.edu/
adminurl	VARCHAR	21.6%	www.capricollege.edu/
faidurl	VARCHAR	21.5%	https://umobile.edu/financial-aid/
applurl	VARCHAR	25.5%
npricurl	VARCHAR	20.0%	https://umobile.edu/financial-aid/cost-calculator/
veturl	VARCHAR	43.1%	https://umobile.edu/veterans-affairs/
athurl	VARCHAR	61.8%
disaurl	VARCHAR	28.3%	umobile.edu/studentsuccesscenter/disability-support-services/
sector	BIGINT	0.0%	9	Appears in 3 tables, common join key
level	BIGINT	0.0%	1
control	BIGINT	0.0%	2
hloffer	BIGINT	0.0%	9
ugoffer	BIGINT	0.0%	1
groffer	BIGINT	0.0%	2
hdegofr1	BIGINT	14.2%	0
degree_granting	BIGINT	0.0%	1
hbcu	BIGINT	0.0%	2
hospital	BIGINT	0.0%	2
medical	BIGINT	0.0%	2
tribal	BIGINT	0.0%	2
locale_code	BIGINT	0.0%	41
openpubl	BIGINT	0.0%	1
act	VARCHAR	0.0%	A
newid	DOUBLE	0.1%	-2.0
deathyr	BIGINT	0.0%	-2
close_date	DOUBLE	19.8%	-2.0
currently_active	BIGINT	0.0%	1
postsec	BIGINT	0.0%	1
pseflag	BIGINT	0.0%	1
pset4flg	BIGINT	0.0%	2
rptmth	BIGINT	8.4%	1
instcat	BIGINT	8.4%	6
c00carnegie	BIGINT	46.6%	-2
carnegie_basic	BIGINT	0.0%	20
carnegieic	BIGINT	46.6%	19
carnegiesaec	BIGINT	46.6%	2
carnegiersch	BIGINT	46.6%	0
carnegiesize	BIGINT	46.6%	2
carnegiealf	BIGINT	46.6%	4
carnegieapm	BIGINT	46.6%	2
carnegiegpm	BIGINT	46.6%	-2
land_grant	BIGINT	9.5%	1
size_category	BIGINT	9.5%	1
f1systyp	BIGINT	13.4%	1	Appears in 3 tables, common join key
f1sysnam	VARCHAR	45.4%	-2	Appears in 3 tables, common join key
f1syscod	BIGINT	19.5%	-2
cbsa	BIGINT	11.9%	46140
cbsatype	BIGINT	11.9%	1
csa	BIGINT	11.9%	408
county_fips	BIGINT	14.2%	1097
county_name	VARCHAR	15.0%	Mobile County
cngdstcd	BIGINT	14.2%	102
longitude	DOUBLE	15.0%	-73.633008
latitude	DOUBLE	15.0%	30.793247
year	BIGINT	0.0%	2025	Appears in 26 tables, common join key
dfrcgid	BIGINT	64.8%	18
dfrcuscg	BIGINT	71.3%	2
c21ipug	BIGINT	95.6%	13
c21ipgrd	BIGINT	95.6%	-2
c21ugprf	BIGINT	95.6%	1
c21enprf	BIGINT	95.6%	-2
c21szset	BIGINT	95.6%	1
c18basic	BIGINT	95.6%	-2
c15basic	BIGINT	87.9%	-2
ccbasic	BIGINT	76.9%	-3
carnegie	BIGINT	62.8%	-3
duns	DOUBLE	85.5%	78338999.0
necta	BIGINT	68.3%	-2
c18ipug	BIGINT	92.3%	4
c18ipgrd	BIGINT	92.3%	8
c18ugprf	BIGINT	92.3%	5
c18enprf	BIGINT	92.3%	2
c18szset	BIGINT	92.3%	6
c15ipug	BIGINT	89.0%	-2
c15ipgrd	BIGINT	89.0%	-2
c15ugprf	BIGINT	89.0%	4
c15enprf	BIGINT	89.0%	3
c15szset	BIGINT	89.0%	-2
ccipug	BIGINT	85.9%	-3
ccipgrad	BIGINT	85.9%	-3
ccugprof	BIGINT	85.9%	-3
ccenrprf	BIGINT	85.9%	-3
ccsizset	BIGINT	85.9%	-3
faxtele	DOUBLE	96.4%	7087955826.0
tenursys	BIGINT	90.2%	-2	Appears in 3 tables, common join key
fpoffer	BIGINT	85.8%	2
hdegoffr	BIGINT	85.8%	0
fintele	DOUBLE	90.7%	6163639853.0
admtele	DOUBLE	90.0%	3344606141.0
stat_fa	BIGINT	91.6%	5
stat_ic	BIGINT	91.6%	-9	Appears in 3 tables, common join key
lock_ic	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_c	BIGINT	91.6%	-9	Appears in 3 tables, common join key
lock_c	BIGINT	91.6%	0	Appears in 3 tables, common join key
prch_c	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_c	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_c	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_wi	BIGINT	91.6%	1
stat_ef	BIGINT	91.6%	5	Appears in 3 tables, common join key
lock_ef	BIGINT	91.6%	-2	Appears in 3 tables, common join key
prch_ef	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_ef	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_ef	BIGINT	91.6%	-2	Appears in 3 tables, common join key
pta99_ef	BIGINT	91.6%	1	Appears in 3 tables, common join key
ptb_ef	BIGINT	91.6%	-9	Appears in 3 tables, common join key
ptc_ef	BIGINT	91.6%	-9	Appears in 3 tables, common join key
ptd_ef	BIGINT	91.6%	5	Appears in 3 tables, common join key
pteeffy	BIGINT	91.6%	5	Appears in 3 tables, common join key
pteefia	BIGINT	91.6%	-2	Appears in 3 tables, common join key
fyrpyear	BIGINT	91.6%	-2	Appears in 4 tables, common join key
stat_sa	BIGINT	91.6%	-9	Appears in 3 tables, common join key
lock_sa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
prch_sa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_sa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_sa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_s	BIGINT	91.6%	-9	Appears in 3 tables, common join key
lock_s	BIGINT	91.6%	-2	Appears in 3 tables, common join key
prch_s	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_s	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_s	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_eap	BIGINT	91.6%	-9	Appears in 3 tables, common join key
lock_eap	BIGINT	91.6%	-2	Appears in 3 tables, common join key
prch_eap	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_eap	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_eap	BIGINT	91.6%	-2	Appears in 3 tables, common join key
ftemp15	BIGINT	91.6%	2	Appears in 3 tables, common join key
sa_excl	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_sp	BIGINT	91.6%	-9
form_f	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_f	BIGINT	91.6%	5	Appears in 3 tables, common join key
lock_f	BIGINT	91.6%	0	Appears in 3 tables, common join key
prch_f	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_f	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_f	BIGINT	91.6%	-2	Appears in 3 tables, common join key
fybeg	BIGINT	91.6%	-2	Appears in 3 tables, common join key
fyend	BIGINT	91.6%	-2	Appears in 3 tables, common join key
gpfs	BIGINT	91.6%	-1	Appears in 3 tables, common join key
f1gasbcr	BIGINT	91.6%	-2
f1gasbal	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_sfa	BIGINT	91.6%	5	Appears in 3 tables, common join key
lock_sfa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
prch_sfa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_sfa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_sfa	BIGINT	91.6%	-2	Appears in 3 tables, common join key
stat_gr	BIGINT	91.6%	5	Appears in 3 tables, common join key
lock_gr	BIGINT	91.6%	0	Appears in 3 tables, common join key
prch_gr	BIGINT	91.6%	-2	Appears in 3 tables, common join key
idx_gr	BIGINT	91.6%	-2	Appears in 3 tables, common join key
imp_gr	BIGINT	91.6%	-2	Appears in 3 tables, common join key
cohrtstu	BIGINT	91.6%	-1	Appears in 3 tables, common join key
pyaid	BIGINT	91.6%	-2	Appears in 3 tables, common join key
cohrtaid	BIGINT	91.6%	-2	Appears in 3 tables, common join key
sport1	BIGINT	91.6%	-2	Appears in 4 tables, common join key
sport2	BIGINT	91.6%	-1	Appears in 4 tables, common join key
sport3	BIGINT	91.6%	-1	Appears in 4 tables, common join key
sport4	BIGINT	91.6%	0	Appears in 4 tables, common join key
sport5	BIGINT	91.6%	-1	Appears in 3 tables, common join key
longpgm	BIGINT	91.6%	-2	Appears in 3 tables, common join key
cohrtmt	BIGINT	91.6%	-1
tpr	BIGINT	91.6%	1
hpr	BIGINT	91.6%	-1
cufasb	BIGINT	97.7%	-2	Appears in 3 tables, common join key
cugasb	BIGINT	97.7%	-2	Appears in 3 tables, common join key
fte	DOUBLE	99.8%	452.0
ocrmsi	BIGINT	91.6%	-2
ocrhsi	BIGINT	91.6%	0
twoyrcat	BIGINT	97.7%	-4
rev_c	BIGINT	97.7%	0	Appears in 3 tables, common join key
rev_ef	BIGINT	97.7%	0	Appears in 3 tables, common join key
rev_sa	BIGINT	97.7%	-2	Appears in 3 tables, common join key
rev_s	BIGINT	97.7%	0	Appears in 3 tables, common join key
rev_eap	BIGINT	97.7%	0	Appears in 3 tables, common join key
r_form_f	BIGINT	97.7%	-2
rev_f	BIGINT	97.7%	0	Appears in 3 tables, common join key
rev_sfa	BIGINT	97.7%	0	Appears in 3 tables, common join key
rev_gr	BIGINT	97.7%	0	Appears in 3 tables, common join key
affil	BIGINT	93.9%	-3
pctmin1	BIGINT	93.9%	-1
pctmin2	BIGINT	93.9%	-1
pctmin3	BIGINT	93.9%	-1
pctmin4	BIGINT	93.9%	-1
ptacipef	BIGINT	93.9%	-2	Appears in 3 tables, common join key
transver	BIGINT	93.9%	-2
cindon	DOUBLE	100.0%		Appears in 3 tables, common join key
cinson	DOUBLE	100.0%		Appears in 3 tables, common join key
cotson	DOUBLE	100.0%		Appears in 3 tables, common join key
cindoff	DOUBLE	100.0%		Appears in 3 tables, common join key
cinsoff	DOUBLE	100.0%		Appears in 3 tables, common join key
cotsoff	DOUBLE	100.0%		Appears in 3 tables, common join key
cindfam	DOUBLE	100.0%		Appears in 3 tables, common join key
cinsfam	DOUBLE	100.0%		Appears in 3 tables, common join key
cotsfam	DOUBLE	100.0%		Appears in 3 tables, common join key
rn	BIGINT	0.0%	1

v_tuition_trends

Column	Type	Nulls	Example	Join
unitid	BIGINT	0.0%	229799	Primary institution ID, joins across all IPEDS tables
year	BIGINT	0.0%	2000	Appears in 26 tables, common join key
institution_name	VARCHAR	0.1%	University of Mobile	Appears in 4 tables, common join key
state	VARCHAR	0.1%	AL	Appears in 4 tables, common join key
sector	BIGINT	0.1%	9	Appears in 3 tables, common join key
tuition_in_state	DOUBLE	0.0%	3798.0
tuition_out_state	DOUBLE	0.0%	8160.0
tuition_in_district	DOUBLE	0.0%	8160.0