# Data Dictionary Source: [https://nces.ed.gov/ipeds/use-the-data](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 | |