Educational Attainment in Redford Union School District, Michigan (Unified School District)

Educational Attainment#1

Highest level of education among people aged 25 years and older.
Scope: population of Michigan and Redford Union School District
Redford
Michigan
0%10%20%30%40%50%60%CountHigher Degree1H.S. Diploma2No H.S. Diploma225.741288%36.514596%25.741288%25.7%4,35860.980508%53.363018%60.980508%61.0%10,32410.3k13.278204%10.122386%13.278204%13.3%2,248

Relative Educational Attainment#2

Highest level of education among people aged 25 years and older, as percentage more or less than Michigan at large.
Scope: population of Michigan and Redford Union School District
-20%0%+20%%ref.Higher Degree1H.S. Diploma2No H.S. Diploma2-29.504115%-29.504115%-29.5%25.741%25.7%36.515%36.5%14.274848%14.274848%+14.3%60.981%61.0%53.363%53.4%31.176628%31.176628%+31.2%13.278%13.3%10.122%10.1%

Detailed Educational Attainment#3

Highest level of education among people aged 25 years and older.
Scope: population of Michigan and Redford Union School District
Redford
Michigan
0%10%20%30%CountDoctorate1Professional1Master's1Bachelor's1Associate's1Some CollegeHigh School2Some H.S.3Less than H.S.3None1.039575%1.142187%1.039575%1.0%1760.673361%1.666826%0.673361%0.7%1145.398701%7.876513%5.398701%5.4%91410.336680%16.724778%10.336680%10.3%1,7508.292971%9.104292%8.292971%8.3%1,40426.538689%23.755099%26.538689%26.5%4,49334.441819%29.607919%34.441819%34.4%5,83110.490254%6.991850%10.490254%10.5%1,7761.860602%2.042772%1.860602%1.9%3150.927348%1.087764%0.927348%0.9%157

Detailed Relative Educational Attainment#4

Highest level of education among people aged 25 years and older, as percentage more or less than Michigan at large.
Scope: population of Michigan and Redford Union School District
-50%0%+50%%ref.Doctorate1Professional1Master's1Bachelor's1Associate's1Some CollegeHigh School2Some H.S.3Less than H.S.3None-8.983845%-8.983845%-9.0%1.040%1.04%1.142%1.14%-59.602209%-59.602209%-59.6%0.673%0.67%1.667%1.67%-31.458243%-31.458243%-31.5%5.399%5.40%7.877%7.88%-38.195410%-38.195410%-38.2%10.337%10.3%16.725%16.7%-8.911412%-8.911412%-8.9%8.293%8.29%9.104%9.10%11.717862%11.717862%+11.7%26.539%26.5%23.755%23.8%16.326376%16.326376%+16.3%34.442%34.4%29.608%29.6%50.035460%50.035460%+50.0%10.490%10.5%6.992%6.99%-8.917746%-8.917746%-8.9%1.861%1.86%2.043%2.04%-14.747356%-14.747356%-14.7%0.927%0.93%1.088%1.09%

Educational Attainment Sex Ratio#5

Percentage more likely men or women are to have various highest levels of education among people aged 25 years and older.
Scope: population of Michigan and Redford Union School District
More Females More Males
Michigan
Redford
10%0%10%20%FMHigher Degree1H.S. Diploma2No H.S. Diploma2-18.400153%-7.098461%-18.400153%18%27.792%27.8%23.473%23.5%2.865341%2.135199%2.865341%3%60.162%60.2%61.886%61.9%21.544573%14.503109%21.544573%22%12.046%12.0%14.641%14.6%

Detailed Educational Attainment Sex Ratio#6

Percentage more likely men or women are to have various highest levels of education among people aged 25 years and older.
Scope: population of Michigan and Redford Union School District
More Females More Males
Michigan
Redford
50%0%50%FMDoctorate1Professional1Master's1Bachelor's1Associate's1Some CollegeHigh School2Some H.S.3Less than H.S.3None38.956880%65.684459%38.956880%39%0.877%0.88%1.219%1.22%-60.986857%-60.986857%61%63.752449%0.821%0.82%0.510%0.51%-35.997492%-17.272667%-35.997492%36%6.175%6.17%4.540%4.54%-17.506815%-1.516240%-17.506815%18%11.124%11.1%9.466%9.47%-13.675739%-30.276236%-13.675739%14%8.795%8.80%7.737%7.74%-0.335197%1.216804%1.216804%1%26.386%26.4%26.707%26.7%4.153209%4.159306%4.153209%4%33.776%33.8%35.179%35.2%17.006116%17.048780%17.006116%17%9.706%9.71%11.357%11.4%43.697104%9.107317%43.697104%44%1.541%1.54%2.214%2.21%33.964178%8.858246%33.964178%34%0.799%0.80%1.070%1.07%

Bachelor's Degrees By Age#7

Percentage of age cohort whose highest degree is a Bachelor's.
Scope: population of Michigan and Redford Union School District
Redford
Michigan
0%5%10%15%20%B.X.Total65+45-6435-4425-347.683864%11.712393%7.683864%7.7%2102,7339.002501%15.980330%9.002501%9.0%6487,19815.504323%19.663368%15.504323%15.5%5383,47010.031170%21.873944%10.031170%10.0%3543,529

Relative Bachelor's Degrees By Age#8

Percentage of population whose highest degree is a Bachelor's, as a percentage more or less than Michigan at large.
Scope: population of Michigan and Redford Union School District
50%40%30%20%10%0%%ref.65+45-6435-4425-34-34.395442%-34.395442%34.4%7.684%7.68%11.712%11.7%-43.665113%-43.665113%43.7%9.003%9.00%15.980%16.0%-21.151237%-21.151237%21.2%15.504%15.5%19.663%19.7%-54.141008%-54.141008%54.1%10.031%10.0%21.874%21.9%

Bachelor's Degrees Sex Ratio By Age#9

Percentage more likely men or women are to have their highest degree be a Bachelor's.
Scope: population of Michigan and Redford Union School District
More Females More Males
Michigan
Redford
100%0%100%200%FM65+45-6435-4425-34298.244782%37.509408%298.244782%298.2%3.574%3.57%14.231%14.2%-2.807835%6.057907%6.057907%6.1%8.747%8.75%9.277%9.28%-82.488600%-16.126354%-82.488600%82.5%19.855%19.9%10.880%10.9%-152.574465%-18.879657%-152.574465%152.6%14.614%14.6%5.786%5.79%

Median Earnings by Educational Attainment#10

Among population 25 years old and over with earnings.
Scope: population of Michigan and Redford Union School District
Redford
Michigan
$0k$20k$40k$60kCount%Graduate Degree1Bachelor's DegreeSome CollegeH.S. Diploma2No H.S. Diploma2Total$67,500.000000$67,420.000000$67,500.000000$67.5k1,2047.112%7.11%$40,804.000000$49,711.000000$40,804.000000$40.8k1,75010.337%10.3%$32,108.000000$31,801.000000$32,108.000000$32.1k5,89734.832%34.8%$28,939.000000$26,762.000000$28,939.000000$28.9k5,83134.442%34.4%$22,274.000000$19,288.000000$22,274.000000$22.3k2,24813.278%13.3%$32,171.000000$35,243.000000$32,171.000000$32.2k16,93016.9k100.000%100%

Median Earnings by Educational Attainment#11

By sex among population 25 years old and over with earnings.
Scope: population of Michigan and Redford Union School District
Female Male
Michigan
Redford
Shaded bar tips show excess over facing bar.
$50k$0k$50kFMGraduate Degree1Bachelor's DegreeSome CollegeH.S. Diploma2No H.S. Diploma2Total$-56,940.000000$-57,187.000000$-56,940.000000$56.9k$56,940.000000$18,177.000000$57,187.000000$25,448.000000$75,117.000000$75.1k700504$-37,300.000000$-40,025.000000$-37,300.000000$37.3k$37,300.000000$9,632.000000$40,025.000000$21,989.000000$46,932.000000$46.9k989761$-30,587.000000$-25,875.000000$-30,587.000000$30.6k$30,587.000000$9,877.000000$25,875.000000$15,240.000000$40,464.000000$40.5k3,1282,769$-24,426.000000$-20,910.000000$-24,426.000000$24.4k$24,426.000000$7,684.000000$20,910.000000$11,420.000000$32,110.000000$32.1k3,0032,828$-11,159.000000$-14,018.000000$-11,159.000000$11.2k$11,159.000000$15,390.000000$14,018.000000$8,894.000000$26,549.000000$26.5k1,0711,177$-30,663.000000$-28,204.000000$-30,663.000000$30.7k$30,663.000000$6,525.000000$28,204.000000$14,182.000000$37,188.000000$37.2k8,8918,039

Employment by Educational Attainment#12

Percentage of population that is employed by highest level of educational attainment among the population aged 25 to 64 years old.
Scope: population of Michigan and Redford Union School District
Redford
Michigan
0%20%40%60%80%CountBachelor's Degree1Some College2H.S. Diploma3No H.S. Diploma383.602151%82.726888%83.602151%83.6%2,17773.217054%72.176643%73.217054%73.2%3,77863.014566%61.812126%63.014566%63.0%2,98545.577830%43.286417%45.577830%45.6%773

Lacking High School Diploma By Race#13

Percent of racial or ethnic group lacking a high school diploma (or equivalent).
Scope: population of Michigan and Redford Union School District
Female Male
Michigan
Redford
Shaded bar tips show excess over facing bar.
20%0%20%40%MFWhite1BlackAsianHispanic2Other1-11.887509%-7.789409%-11.887509%11.9%11.887509%2.760665%7.789409%1.095032%14.648173%14.6%866689-10.608696%-0.155967%-13.564450%-10.764662%10.8%10.608696%13.564450%4.018412%10.608696%10.6%183290-9.375000%-9.133071%-4.422374%-9.375000%9.4%9.375000%10.878165%9.133071%20.253165%20.3%166-39.449541%-27.509319%-39.449541%39.4%39.449541%5.151398%27.509319%3.689283%44.600939%44.6%9586-6.914894%-19.690558%-6.914894%6.9%6.914894%25.299871%19.690558%2.888459%32.214765%32.2%4813

College Graduates By Race#14

Percent of racial or ethnic group with a bachelor's degree or higher.
Scope: population of Michigan and Redford Union School District
Female Male
Michigan
Redford
Shaded bar tips show excess over facing bar.
40%20%0%20%40%60%MFWhite1BlackAsianHispanic2Other1-15.172530%-1.494136%-28.314881%-16.666667%16.7%15.172530%28.314881%0.414815%15.172530%15.2%897966-14.434783%-10.546658%-13.831799%-5.422574%-24.981440%25.0%14.434783%13.831799%14.434783%14.4%249673-29.687500%-57.844766%-29.687500%29.7%29.687500%14.616297%57.844766%10.170909%44.303797%44.3%3519-8.256881%-15.440120%-2.469110%-8.256881%8.3%8.256881%10.522462%15.440120%18.779343%18.8%4018-6.914894%-17.676804%-2.656931%-6.914894%6.9%6.914894%22.615308%17.676804%29.530201%29.5%4413

Map of Educational Attainment by Tract in Redford Union School District

Coarse: Post-Secondary Degree Educational Attainment by Tract#15

Percentage of the population 25 years and older with given highest level of educational attainment
19.8%24.3%28.7%33.0%37.4%41.9%

Coarse: High School Diploma Educational Attainment by Tract#16

Percentage of the population 25 years and older with given highest level of educational attainment
51.7%54.8%57.8%60.8%63.9%66.9%

Coarse: No High School Diploma Educational Attainment by Tract#17

Percentage of the population 25 years and older with given highest level of educational attainment
6.4%8.7%10.9%13.2%15.4%17.7%

Detailed: Doctorate Degree Educational Attainment by Tract#18

Percentage of the population 25 years and older with given highest level of educational attainment
0.00%0.35%0.70%1.05%1.39%1.75%

Detailed: Professional Degree Educational Attainment by Tract#19

Percentage of the population 25 years and older with given highest level of educational attainment
0.0%1.3%2.6%3.8%5.1%6.5%

Detailed: Master's Degree Educational Attainment by Tract#20

Percentage of the population 25 years and older with given highest level of educational attainment
3.6%4.6%5.6%6.6%7.6%8.6%

Detailed: Bachelor's Degree Educational Attainment by Tract#21

Percentage of the population 25 years and older with given highest level of educational attainment
5.8%8.3%10.8%13.2%15.6%18.1%

Detailed: Associate's Degree Educational Attainment by Tract#22

Percentage of the population 25 years and older with given highest level of educational attainment
5.6%6.8%8.0%9.3%10.5%11.7%

Detailed: Some College Educational Attainment by Tract#23

Percentage of the population 25 years and older with given highest level of educational attainment
17.4%20.7%24.0%27.2%30.5%33.8%

Detailed: High School Diploma or Equivalent Educational Attainment by Tract#24

Percentage of the population 25 years and older with given highest level of educational attainment
26.5%30.8%35.1%39.4%43.6%48.0%

Detailed: Some High School Educational Attainment by Tract#25

Percentage of the population 25 years and older with given highest level of educational attainment
5.3%7.1%8.8%10.5%12.3%14.0%

Detailed: Less than High School Educational Attainment by Tract#26

Percentage of the population 25 years and older with given highest level of educational attainment
0.4%1.1%1.8%2.4%3.1%3.8%

Detailed: None Educational Attainment by Tract#27

Percentage of the population 25 years and older with given highest level of educational attainment
0.09%0.39%0.68%0.98%1.27%1.57%
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Educational Attainment by County Subdivision in Redford Union School District

There is 1 county subdivision that are fully or partially contained within Redford Union School District (0 fully and 1 partially). This section compares all 1 of those to each other, Redford Union School District, and other entities that contain or substantially overlap with Redford Union School District.

No H.S. Diploma by County Subdivision#28

Percent of population 25 years of age and older without a high school diploma (or equivalent).
Scope: population of Redford Union School District, selected county subdivisions in Redford Union School District, and entities that contain Redford Union School District
0%5%10%Count#Wayne CountyWayneRedford Union School DistrictRedfordUnited States of AmericaUnited StatesRedford Charter TownshipRedfordDetroit, Warren, and Dearborn Metro AreaDetroit AreaEast North CentralMidwestMichigan14.881687%14.881687%14.9%173,869174k13.278204%13.278204%13.3%2,24813.020590%13.020590%13.0%27,818,38027.8M12.255521%12.255521%12.3%3,97910.891515%10.891515%10.9%318,915319k10.719464%10.719464%10.7%3,363,7843.36M10.244520%10.244520%10.2%4,641,8354.64M10.122386%10.122386%10.1%676,467676k

Bachelor's Degrees by County Subdivision#29

Percent of population 25 years of age and older with a bachelor's degree or higher..
Scope: population of Redford Union School District, selected county subdivisions in Redford Union School District, and entities that contain Redford Union School District
0%10%20%30%Count#United States of AmericaUnited StatesDetroit, Warren, and Dearborn Metro AreaDetroit AreaMidwestEast North CentralMichiganWayne CountyWayneRedford Charter TownshipRedfordRedford Union School DistrictRedford30.315023%30.315023%30.3%64,767,78764.8M29.536919%29.536919%29.5%864,872865k28.952816%28.952816%29.0%13,118,64213.1M28.462853%28.462853%28.5%8,931,6868.93M27.410304%27.410304%27.4%1,831,7981.83M22.338065%22.338065%22.3%260,985261k19.274956%19.274956%19.3%6,25817.448317%17.448317%17.4%2,954

Very Advanced Degrees by County Subdivision#30

Percent of population 25 years of age and older with a professional or doctorate degree (e.g., MBA, PhD, or MD).
Scope: population of Redford Union School District, selected county subdivisions in Redford Union School District, and entities that contain Redford Union School District
0%1%2%3%Count#United States of AmericaUnited StatesDetroit, Warren, and Dearborn Metro AreaDetroit AreaMidwestEast North CentralMichiganWayne CountyWayneRedford Union School DistrictRedfordRedford Charter TownshipRedford3.336158%3.336158%3.3%7,127,6737.13M2.895695%2.895695%2.9%84,78984.8k2.893416%2.893416%2.9%1,311,0191.31M2.855432%2.855432%2.9%896,039896k2.809013%2.809013%2.8%187,723188k2.178386%2.178386%2.2%25,45125.5k1.712936%1.712936%1.7%2901.583146%1.583146%1.6%514

Under-Education Sex Ratio by County Subdivision#31

Percentage more likely men are than women to not have a high school diploma (or equivalent) among people aged 25 years and older.
Scope: population of Redford Union School District, selected county subdivisions in Redford Union School District, and entities that contain Redford Union School District
Female
Male
1.0x0.5x0.0x0.5x1.0xFM#RedfordRedfordMichiganMidwestEast North CentralWayneUnited StatesDetroit Area-1.000000x-1.000000x1.215446x1.215446x1.22x12.046%12.0%14.641%14.6%-1.000000x-1.000000x1.184593x1.184593x1.18x11.279%11.3%13.361%13.4%-1.000000x-1.000000x1.145031x1.145031x1.15x9.461%9.46%10.834%10.8%-1.000000x-1.000000x1.127915x1.127915x1.13x9.647%9.65%10.881%10.9%-1.000000x-1.000000x1.125371x1.125371x1.13x10.108%10.1%11.375%11.4%-1.000000x-1.000000x1.109962x1.109962x1.11x14.154%14.2%15.710%15.7%-1.000000x-1.000000x1.109070x1.109070x1.11x12.369%12.4%13.719%13.7%-1.000000x-1.000000x1.080090x1.080090x1.08x10.493%10.5%11.334%11.3%

Over-Education Sex Ratio by County Subdivision#32

Percentage more likely men are than women to have a professional or doctorate degree (e.g., MBA, PhD, or MD) among people aged 25 years and older.
Scope: population of Redford Union School District, selected county subdivisions in Redford Union School District, and entities that contain Redford Union School District
Female
Male
1x0x1xFM#Detroit AreaMichiganEast North CentralMidwestWayneUnited StatesRedfordRedford-1.000000x-1.000000x1.669274x1.669274x1.67x2.198%2.20%3.670%3.67%-1.000000x-1.000000x1.645347x1.645347x1.65x2.143%2.14%3.526%3.53%-1.000000x-1.000000x1.597848x1.597848x1.60x2.216%2.22%3.541%3.54%-1.000000x-1.000000x1.589934x1.589934x1.59x2.251%2.25%3.579%3.58%-1.000000x-1.000000x1.545600x1.545600x1.55x1.736%1.74%2.683%2.68%-1.000000x-1.000000x1.526215x1.526215x1.53x2.660%2.66%4.060%4.06%-1.000000x-1.000000x1.023679x1.023679x1.02x1.566%1.57%1.603%1.60%-1.000000x-1.000000x1.018091x1.018091x1.02x1.698%1.70%1.729%1.73%

Educational Attainment by Unified School District in Michigan

There are 546 unified school districts in Michigan. This section compares Redford Union School District to the 50 most populous unified school districts in Michigan and to those entities that contain or substantially overlap with Redford Union School District. The least populous of the compared unified school districts has a population of 41,747.

No H.S. Diploma by Unified School District#33

Percent of population 25 years of age and older without a high school diploma (or equivalent).
Scope: population of Redford Union School District, selected other unified school districts in Michigan, and entities that contain Redford Union School District
0%5%10%15%20%Count#Detroit City School DistrictDetroitDearborn City School DistrictDearbornSaginaw City School DistrictSaginawPontiac City School DistrictPontiacFlint City School DistrictFlintTaylor School DistrictTaylorWarren Consolidated SchoolsWarrenWayne CountyWayneGrand Rapids Public SchoolsGrand RapidsWayne-Westland Community School DistrictWayne-WestlandRoseville Community SchoolsRosevilleRedford Union School DistrictRedfordUnited States of AmericaUnited StatesWest Ottawa Public School DistrictWest OttawaBattle Creek Public SchoolsBattle CreekMonroe Public SchoolsMonroeRedford Charter TownshipRedfordKentwood Public SchoolsKentwoodPort Huron Area School DistrictPort HuronJackson Public SchoolsJacksonLansing Public School DistrictLansingDetroit, Warren, and Dearborn Metro AreaDetroit AreaEast North CentralBay City School DistrictBayMidwestMichiganYpsilanti Community SchoolsYpsilantiUtica Community SchoolsUticaVan Buren Public SchoolsVan BurenL'Anse Creuse Public SchoolsL'Anse CreuseWaterford School DistrictWaterfordKalamazoo Public School DistrictKalamazooChippewa Valley SchoolsChippewa VlySouthfield Public School DistrictSouthfieldMount Pleasant City School DistrictMt PleasantLivonia Public SchoolsLivoniaSouth Lyon Community SchoolsSouth LyonWalled Lake Consolidated SchoolsWalled LakeGrand Haven Area Public SchoolsGrand HavenHuron Valley SchoolsHuron ValleyHowell Public SchoolsHowellClarkston Community School DistrictClarkstonTroy School DistrictTroyTraverse City Area Public SchoolsTraverse CityFarmington Public School DistrictFarmingtonLake Orion Community SchoolsLake OrionMidland Public SchoolsMidlandEast Lansing School DistrictEast LansingGrand Blanc Community SchoolsGrand BlancPlymouth-Canton Community SchoolsPlymouth-CantonAnn Arbor Public SchoolsAnn ArborRockford Public SchoolsRockfordRoyal Oak City School DistrictRoyal OakPortage Public SchoolsPortageRochester Community School DistrictRochesterForest Hills Public SchoolsForest HillsGrosse Pointe Public SchoolsGrosse PointeBirmingham City School DistrictBirmingham21.000340%21.000340%21.0%90,67890.7k119.589343%19.589343%19.6%12,25012.3k219.071779%19.071779%19.1%6,879317.772259%17.772259%17.8%8,659416.821517%16.821517%16.8%10,50110.5k516.393623%16.393623%16.4%7,445615.294929%15.294929%15.3%12,85612.9k714.881687%14.881687%14.9%173,869174k14.521099%14.521099%14.5%16,96517.0k813.787060%13.787060%13.8%8,417913.668451%13.668451%13.7%4,1631013.278204%13.278204%13.3%2,24813.020590%13.020590%13.0%27,818,38027.8M12.950074%12.950074%13.0%4,2981112.683598%12.683598%12.7%3,4111212.346017%12.346017%12.3%4,0591312.255521%12.255521%12.3%3,97912.008769%12.008769%12.0%5,1491411.934588%11.934588%11.9%5,4591511.901793%11.901793%11.9%4,2951611.477552%11.477552%11.5%8,9581710.891515%10.891515%10.9%318,915319k10.719464%10.719464%10.7%3,363,7843.36M10.552162%10.552162%10.6%5,2001810.244520%10.244520%10.2%4,641,8354.64M10.122386%10.122386%10.1%676,467676k10.027187%10.027187%10.0%3,430199.102432%9.102432%9.1%11,70611.7k208.862405%8.862405%8.9%2,863218.851483%8.851483%8.9%4,312228.384473%8.384473%8.4%4,659238.111374%8.111374%8.1%5,034247.408995%7.408995%7.4%5,359257.300959%7.300959%7.3%3,691266.982410%6.982410%7.0%1,433276.633621%6.633621%6.6%5,420286.508463%6.508463%6.5%1,961296.404505%6.404505%6.4%4,583306.268718%6.268718%6.3%1,821316.090303%6.090303%6.1%2,548325.498701%5.498701%5.5%2,074335.396420%5.396420%5.4%1,607345.133421%5.133421%5.1%2,347355.120472%5.120472%5.1%3,056364.490284%4.490284%4.5%2,819374.219027%4.219027%4.2%1,212384.206453%4.206453%4.2%1,511394.071046%4.071046%4.1%722404.037962%4.037962%4.0%1,336414.035137%4.035137%4.0%3,312423.726683%3.726683%3.7%3,712433.618918%3.618918%3.6%1,007443.542125%3.542125%3.5%1,593453.273369%3.273369%3.3%1,150463.129432%3.129432%3.1%1,964473.028458%3.028458%3.0%995482.657167%2.657167%2.7%910491.579691%1.579691%1.6%62650

Bachelor's Degrees by Unified School District#34

Percent of population 25 years of age and older with a bachelor's degree or higher..
Scope: population of Redford Union School District, selected other unified school districts in Michigan, and entities that contain Redford Union School District
0%20%40%60%Count#Birmingham City School DistrictBirminghamAnn Arbor Public SchoolsAnn ArborEast Lansing School DistrictEast LansingForest Hills Public SchoolsForest HillsGrosse Pointe Public SchoolsGrosse PointeTroy School DistrictTroyRochester Community School DistrictRochesterRoyal Oak City School DistrictRoyal OakFarmington Public School DistrictFarmingtonPlymouth-Canton Community SchoolsPlymouth-CantonPortage Public SchoolsPortageRockford Public SchoolsRockfordWalled Lake Consolidated SchoolsWalled LakeLake Orion Community SchoolsLake OrionClarkston Community School DistrictClarkstonMidland Public SchoolsMidlandSouth Lyon Community SchoolsSouth LyonGrand Blanc Community SchoolsGrand BlancSouthfield Public School DistrictSouthfieldMount Pleasant City School DistrictMt PleasantKalamazoo Public School DistrictKalamazooHuron Valley SchoolsHuron ValleyGrand Haven Area Public SchoolsGrand HavenTraverse City Area Public SchoolsTraverse CityLivonia Public SchoolsLivoniaYpsilanti Community SchoolsYpsilantiGrand Rapids Public SchoolsGrand RapidsUtica Community SchoolsUticaChippewa Valley SchoolsChippewa VlyUnited States of AmericaUnited StatesWest Ottawa Public School DistrictWest OttawaKentwood Public SchoolsKentwoodDetroit, Warren, and Dearborn Metro AreaDetroit AreaMidwestDearborn City School DistrictDearbornHowell Public SchoolsHowellEast North CentralMichiganWaterford School DistrictWaterfordWarren Consolidated SchoolsWarrenLansing Public School DistrictLansingVan Buren Public SchoolsVan BurenL'Anse Creuse Public SchoolsL'Anse CreuseWayne CountyWayneJackson Public SchoolsJacksonPontiac City School DistrictPontiacRedford Charter TownshipRedfordBay City School DistrictBayMonroe Public SchoolsMonroeRedford Union School DistrictRedfordPort Huron Area School DistrictPort HuronWayne-Westland Community School DistrictWayne-WestlandDetroit City School DistrictDetroitBattle Creek Public SchoolsBattle CreekRoseville Community SchoolsRosevilleSaginaw City School DistrictSaginawFlint City School DistrictFlintTaylor School DistrictTaylor72.892904%72.892904%72.9%28,88628.9k169.675522%69.675522%69.7%69,40169.4k269.365661%69.365661%69.4%12,30212.3k362.769746%62.769746%62.8%20,62320.6k460.957164%60.957164%61.0%20,87620.9k560.120297%60.120297%60.1%27,48727.5k658.797941%58.797941%58.8%36,90136.9k754.096903%54.096903%54.1%24,32924.3k853.986939%53.986939%54.0%33,89333.9k951.778165%51.778165%51.8%42,49942.5k1045.801548%45.801548%45.8%16,09116.1k1145.719830%45.719830%45.7%12,72212.7k1245.016001%45.016001%45.0%32,21332.2k1343.443450%43.443450%43.4%12,48012.5k1441.945666%41.945666%41.9%12,49112.5k1541.159767%41.159767%41.2%14,78514.8k1638.021905%38.021905%38.0%11,45611.5k1737.852868%37.852868%37.9%12,52412.5k1837.199090%37.199090%37.2%18,80618.8k1936.417678%36.417678%36.4%7,4742035.724529%35.724529%35.7%22,17122.2k2134.617683%34.617683%34.6%14,48314.5k2234.331647%34.331647%34.3%9,9732334.000201%34.000201%34.0%20,29220.3k2433.780062%33.780062%33.8%27,60027.6k2533.162803%33.162803%33.2%11,34411.3k2632.976119%32.976119%33.0%38,52638.5k2730.427751%30.427751%30.4%39,13139.1k2830.361809%30.361809%30.4%21,96122.0k2930.315023%30.315023%30.3%64,767,78764.8M29.702612%29.702612%29.7%9,8583029.575297%29.575297%29.6%12,68112.7k3129.536919%29.536919%29.5%864,872865k28.952816%28.952816%29.0%13,118,64213.1M28.872293%28.872293%28.9%18,05518.1k3228.564611%28.564611%28.6%10,77410.8k3328.462853%28.462853%28.5%8,931,6868.93M27.410304%27.410304%27.4%1,831,7981.83M27.185200%27.185200%27.2%15,10615.1k3425.858377%25.858377%25.9%21,73521.7k3525.417692%25.417692%25.4%19,83819.8k3625.206624%25.206624%25.2%8,1433722.405830%22.405830%22.4%10,91510.9k3822.338065%22.338065%22.3%260,985261k22.226841%22.226841%22.2%8,0213919.383441%19.383441%19.4%9,4444019.274956%19.274956%19.3%6,25818.981716%18.981716%19.0%9,3544118.018676%18.018676%18.0%5,9244217.448317%17.448317%17.4%2,95417.446055%17.446055%17.4%7,9804316.347256%16.347256%16.3%9,9804413.831396%13.831396%13.8%59,72359.7k4512.616666%12.616666%12.6%3,3934611.869193%11.869193%11.9%3,6154711.478000%11.478000%11.5%4,1404811.202063%11.202063%11.2%6,9934910.655305%10.655305%10.7%4,83950

Very Advanced Degrees by Unified School District#35

Percent of population 25 years of age and older with a professional or doctorate degree (e.g., MBA, PhD, or MD).
Scope: population of Redford Union School District, selected other unified school districts in Michigan, and entities that contain Redford Union School District
0%5%10%15%Count#East Lansing School DistrictEast LansingAnn Arbor Public SchoolsAnn ArborBirmingham City School DistrictBirminghamGrosse Pointe Public SchoolsGrosse PointeForest Hills Public SchoolsForest HillsTroy School DistrictTroyRochester Community School DistrictRochesterRoyal Oak City School DistrictRoyal OakMount Pleasant City School DistrictMt PleasantFarmington Public School DistrictFarmingtonMidland Public SchoolsMidlandPortage Public SchoolsPortagePlymouth-Canton Community SchoolsPlymouth-CantonWalled Lake Consolidated SchoolsWalled LakeRockford Public SchoolsRockfordKalamazoo Public School DistrictKalamazooGrand Blanc Community SchoolsGrand BlancTraverse City Area Public SchoolsTraverse CityYpsilanti Community SchoolsYpsilantiClarkston Community School DistrictClarkstonUnited States of AmericaUnited StatesSouthfield Public School DistrictSouthfieldGrand Rapids Public SchoolsGrand RapidsDearborn City School DistrictDearbornHuron Valley SchoolsHuron ValleyLake Orion Community SchoolsLake OrionDetroit, Warren, and Dearborn Metro AreaDetroit AreaMidwestEast North CentralMichiganLansing Public School DistrictLansingWest Ottawa Public School DistrictWest OttawaLivonia Public SchoolsLivoniaGrand Haven Area Public SchoolsGrand HavenWayne CountyWayneUtica Community SchoolsUticaKentwood Public SchoolsKentwoodJackson Public SchoolsJacksonChippewa Valley SchoolsChippewa VlySouth Lyon Community SchoolsSouth LyonVan Buren Public SchoolsVan BurenPontiac City School DistrictPontiacRedford Union School DistrictRedfordL'Anse Creuse Public SchoolsL'Anse CreuseHowell Public SchoolsHowellWarren Consolidated SchoolsWarrenRedford Charter TownshipRedfordWaterford School DistrictWaterfordBay City School DistrictBayPort Huron Area School DistrictPort HuronMonroe Public SchoolsMonroeDetroit City School DistrictDetroitSaginaw City School DistrictSaginawFlint City School DistrictFlintWayne-Westland Community School DistrictWayne-WestlandBattle Creek Public SchoolsBattle CreekTaylor School DistrictTaylorRoseville Community SchoolsRoseville18.235128%18.235128%18.2%3,234117.038130%17.038130%17.0%16,97117.0k213.026143%13.026143%13.0%5,162311.148422%11.148422%11.1%3,81849.645412%9.645412%9.6%3,16958.401137%8.401137%8.4%3,84166.515400%6.515400%6.5%4,08976.105886%6.105886%6.1%2,74685.915315%5.915315%5.9%1,21495.716789%5.716789%5.7%3,589105.623451%5.623451%5.6%2,020115.194694%5.194694%5.2%1,825125.149917%5.149917%5.1%4,227134.987493%4.987493%5.0%3,569144.697046%4.697046%4.7%1,307154.511690%4.511690%4.5%2,800164.050051%4.050051%4.1%1,340173.952616%3.952616%4.0%2,359183.858859%3.858859%3.9%1,320193.640149%3.640149%3.6%1,084203.336158%3.336158%3.3%7,127,6737.13M3.309267%3.309267%3.3%1,673213.130189%3.130189%3.1%3,657223.020757%3.020757%3.0%1,889232.983005%2.983005%3.0%1,248242.941484%2.941484%2.9%845252.895695%2.895695%2.9%84,78984.8k2.893416%2.893416%2.9%1,311,0191.31M2.855432%2.855432%2.9%896,039896k2.809013%2.809013%2.8%187,723188k2.793153%2.793153%2.8%2,180262.687637%2.687637%2.7%892272.504131%2.504131%2.5%2,046282.423491%2.423491%2.4%704292.178386%2.178386%2.2%25,45125.5k2.147695%2.147695%2.1%2,762302.099027%2.099027%2.1%900312.072769%2.072769%2.1%748322.026793%2.026793%2.0%1,466331.891802%1.891802%1.9%570341.869680%1.869680%1.9%604351.736382%1.736382%1.7%846361.712936%1.712936%1.7%2901.656574%1.656574%1.7%807371.630521%1.630521%1.6%615381.585885%1.585885%1.6%1,333391.583146%1.583146%1.6%5141.563878%1.563878%1.6%869401.552385%1.552385%1.6%765411.466955%1.466955%1.5%671421.380905%1.380905%1.4%454431.318456%1.318456%1.3%5,693441.167207%1.167207%1.2%421450.978759%0.978759%1.0%611460.665029%0.665029%0.7%406470.557766%0.557766%0.6%150480.550491%0.550491%0.6%250490.348032%0.348032%0.3%10650

Under-Education Sex Ratio by Unified School District#36

Percentage more likely men are than women to not have a high school diploma (or equivalent) among people aged 25 years and older.
Scope: population of Redford Union School District, selected other unified school districts in Michigan, and entities that contain Redford Union School District
Female
Male
1x0x1x2xFM#RockfordGrand HavenTraverse CitySouth LyonSouthfieldRoyal OakHowellKalamazooMidlandTaylorForest HillsHuron ValleyDetroitPontiacRedfordMt PleasantRedfordYpsilantiPort HuronMichiganVan BurenMidwestLansingEast North CentralGrand BlancFlintWayneUnited StatesChippewa VlyLivoniaGrand RapidsPortageWalled LakeDetroit AreaJacksonKentwoodL'Anse CreuseAnn ArborClarkstonWest OttawaWayne-WestlandSaginawRosevilleEast LansingLake OrionWaterfordBayUticaFarmingtonBattle CreekMonroeRochesterPlymouth-CantonTroyWarrenGrosse PointeBirminghamDearborn-1.000000x-1.000000x2.068606x2.068606x2.07x2.375%2.38%4.913%4.91%1-1.000000x-1.000000x1.715188x1.715188x1.72x4.657%4.66%7.987%7.99%2-1.000000x-1.000000x1.556612x1.556612x1.56x4.052%4.05%6.308%6.31%3-1.000000x-1.000000x1.447813x1.447813x1.45x5.362%5.36%7.763%7.76%4-1.000000x-1.000000x1.382188x1.382188x1.38x6.270%6.27%8.666%8.67%5-1.000000x-1.000000x1.360267x1.360267x1.36x3.010%3.01%4.095%4.09%6-1.000000x-1.000000x1.309918x1.309918x1.31x4.785%4.79%6.269%6.27%7-1.000000x-1.000000x1.267982x1.267982x1.27x7.202%7.20%9.133%9.13%8-1.000000x-1.000000x1.261869x1.261869x1.26x3.744%3.74%4.725%4.72%9-1.000000x-1.000000x1.257807x1.257807x1.26x14.637%14.6%18.411%18.4%10-1.000000x-1.000000x1.250866x1.250866x1.25x2.707%2.71%3.386%3.39%11-1.000000x-1.000000x1.247880x1.247880x1.25x5.426%5.43%6.770%6.77%12-1.000000x-1.000000x1.237121x1.237121x1.24x18.947%18.9%23.440%23.4%13-1.000000x-1.000000x1.223743x1.223743x1.22x16.064%16.1%19.659%19.7%14-1.000000x-1.000000x1.215446x1.215446x1.22x12.046%12.0%14.641%14.6%-1.000000x-1.000000x1.202065x1.202065x1.20x6.367%6.37%7.654%7.65%15-1.000000x-1.000000x1.184593x1.184593x1.18x11.279%11.3%13.361%13.4%-1.000000x-1.000000x1.162981x1.162981x1.16x9.307%9.31%10.824%10.8%16-1.000000x-1.000000x1.155023x1.155023x1.16x11.111%11.1%12.833%12.8%17-1.000000x-1.000000x1.145031x1.145031x1.15x9.461%9.46%10.834%10.8%-1.000000x-1.000000x1.130856x1.130856x1.13x8.351%8.35%9.444%9.44%18-1.000000x-1.000000x1.127915x1.127915x1.13x9.647%9.65%10.881%10.9%-1.000000x-1.000000x1.127911x1.127911x1.13x10.817%10.8%12.201%12.2%19-1.000000x-1.000000x1.125371x1.125371x1.13x10.108%10.1%11.375%11.4%-1.000000x-1.000000x1.122122x1.122122x1.12x3.818%3.82%4.285%4.28%20-1.000000x-1.000000x1.112012x1.112012x1.11x15.982%16.0%17.772%17.8%21-1.000000x-1.000000x1.109962x1.109962x1.11x14.154%14.2%15.710%15.7%-1.000000x-1.000000x1.109070x1.109070x1.11x12.369%12.4%13.719%13.7%-1.000000x-1.000000x1.103181x1.103181x1.10x7.068%7.07%7.797%7.80%22-1.000000x-1.000000x1.098135x1.098135x1.10x6.339%6.34%6.962%6.96%23-1.000000x-1.000000x1.086331x1.086331x1.09x13.940%13.9%15.144%15.1%24-1.000000x-1.000000x1.080324x1.080324x1.08x3.154%3.15%3.408%3.41%25-1.000000x-1.000000x1.080290x1.080290x1.08x6.170%6.17%6.665%6.67%26-1.000000x-1.000000x1.080090x1.080090x1.08x10.493%10.5%11.334%11.3%-1.000000x-1.000000x1.060765x1.060765x1.06x11.557%11.6%12.259%12.3%27-1.000000x-1.000000x1.053918x1.053918x1.05x11.713%11.7%12.344%12.3%28-1.000000x-1.000000x1.048849x1.048849x1.05x8.652%8.65%9.075%9.07%29-1.000000x-1.000000x1.044863x1.044863x1.04x3.647%3.65%3.811%3.81%30-1.000000x-1.000000x1.032132x1.032132x1.03x5.314%5.31%5.485%5.48%31-1.000000x-1.000000x1.013800x1.013800x1.01x12.863%12.9%13.041%13.0%32-1.000000x-1.000000x1.013377x1.013377x1.01x13.703%13.7%13.886%13.9%33-1.000000x-1.000000x1.012156x1.012156x1.01x18.966%19.0%19.196%19.2%34-1.000000x-1.000000x1.007455x1.007455x1.01x13.621%13.6%13.722%13.7%35-1.000000x-1.000000x1.001466x1.001466x1.00x4.068%4.07%4.074%4.07%36-1.005288x-1.005288x1.01x1.000000x1.000000x4.230%4.23%4.208%4.21%37-1.009246x-1.009246x1.01x1.000000x1.000000x8.422%8.42%8.345%8.35%38-1.026681x-1.026681x1.03x1.000000x1.000000x10.685%10.7%10.407%10.4%39-1.030798x-1.030798x1.03x1.000000x1.000000x9.235%9.23%8.959%8.96%40-1.051412x-1.051412x1.05x1.000000x1.000000x4.593%4.59%4.369%4.37%41-1.056089x-1.056089x1.06x1.000000x1.000000x13.010%13.0%12.319%12.3%42-1.136488x-1.136488x1.14x1.000000x1.000000x13.073%13.1%11.503%11.5%43-1.150763x-1.150763x1.15x1.000000x1.000000x3.339%3.34%2.902%2.90%44-1.171899x-1.171899x1.17x1.000000x1.000000x4.343%4.34%3.706%3.71%45-1.176482x-1.176482x1.18x1.000000x1.000000x5.532%5.53%4.702%4.70%46-1.177041x-1.177041x1.18x1.000000x1.000000x16.492%16.5%14.011%14.0%47-1.214762x-1.214762x1.21x1.000000x1.000000x2.896%2.90%2.384%2.38%48-1.293023x-1.293023x1.29x1.000000x1.000000x1.767%1.77%1.366%1.37%49-1.377387x-1.377387x1.38x1.000000x1.000000x22.553%22.6%16.374%16.4%50

Over-Education Sex Ratio by Unified School District#37

Percentage more likely men are than women to have a professional or doctorate degree (e.g., MBA, PhD, or MD) among people aged 25 years and older.
Scope: population of Redford Union School District, selected other unified school districts in Michigan, and entities that contain Redford Union School District
Female
Male
1x0x1x2xFM#Forest HillsMidlandFarmingtonLake OrionTraverse CityWest OttawaDearbornRoyal OakGrosse PointeGrand BlancBirminghamPontiacMt PleasantGrand HavenMonroeTroyBayWalled LakePortageHuron ValleyPlymouth-CantonGrand RapidsPort HuronDetroit AreaKentwoodMichiganJacksonUticaRockfordEast North CentralWaterfordRochesterMidwestWarrenWayneLivoniaUnited StatesTaylorAnn ArborSouthfieldWayne-WestlandEast LansingSaginawKalamazooHowellLansingChippewa VlyYpsilantiL'Anse CreuseSouth LyonRosevilleClarkstonDetroitRedfordRedfordBattle CreekVan BurenFlint-1.000000x-1.000000x2.907675x2.907675x2.91x5.067%5.07%14.732%14.7%1-1.000000x-1.000000x2.616801x2.616801x2.62x3.191%3.19%8.351%8.35%2-1.000000x-1.000000x2.425477x2.425477x2.43x3.459%3.46%8.389%8.39%3-1.000000x-1.000000x2.280303x2.280303x2.28x1.814%1.81%4.136%4.14%4-1.000000x-1.000000x2.121326x2.121326x2.12x2.582%2.58%5.476%5.48%5-1.000000x-1.000000x2.073360x2.073360x2.07x1.763%1.76%3.655%3.65%6-1.000000x-1.000000x2.072946x2.072946x2.07x1.994%1.99%4.134%4.13%7-1.000000x-1.000000x1.955568x1.955568x1.96x4.158%4.16%8.131%8.13%8-1.000000x-1.000000x1.947603x1.947603x1.95x7.730%7.73%15.055%15.1%9-1.000000x-1.000000x1.927864x1.927864x1.93x2.818%2.82%5.433%5.43%10-1.000000x-1.000000x1.912561x1.912561x1.91x9.132%9.13%17.466%17.5%11-1.000000x-1.000000x1.881034x1.881034x1.88x1.224%1.22%2.302%2.30%12-1.000000x-1.000000x1.840302x1.840302x1.84x4.220%4.22%7.766%7.77%13-1.000000x-1.000000x1.809467x1.809467x1.81x1.741%1.74%3.151%3.15%14-1.000000x-1.000000x1.800156x1.800156x1.80x1.008%1.01%1.814%1.81%15-1.000000x-1.000000x1.749687x1.749687x1.75x6.176%6.18%10.807%10.8%16-1.000000x-1.000000x1.747428x1.747428x1.75x1.144%1.14%1.998%2.00%17-1.000000x-1.000000x1.745263x1.745263x1.75x3.687%3.69%6.435%6.44%18-1.000000x-1.000000x1.732647x1.732647x1.73x3.864%3.86%6.694%6.69%19-1.000000x-1.000000x1.728959x1.728959x1.73x2.193%2.19%3.791%3.79%20-1.000000x-1.000000x1.706619x1.706619x1.71x3.838%3.84%6.551%6.55%21-1.000000x-1.000000x1.679763x1.679763x1.68x2.357%2.36%3.959%3.96%22-1.000000x-1.000000x1.670642x1.670642x1.67x1.111%1.11%1.855%1.86%23-1.000000x-1.000000x1.669274x1.669274x1.67x2.198%2.20%3.670%3.67%-1.000000x-1.000000x1.666302x1.666302x1.67x1.599%1.60%2.665%2.66%24-1.000000x-1.000000x1.645347x1.645347x1.65x2.143%2.14%3.526%3.53%-1.000000x-1.000000x1.643672x1.643672x1.64x1.575%1.57%2.588%2.59%25-1.000000x-1.000000x1.635643x1.635643x1.64x1.646%1.65%2.692%2.69%26-1.000000x-1.000000x1.615586x1.615586x1.62x3.608%3.61%5.830%5.83%27-1.000000x-1.000000x1.597848x1.597848x1.60x2.216%2.22%3.541%3.54%-1.000000x-1.000000x1.594484x1.594484x1.59x1.210%1.21%1.930%1.93%28-1.000000x-1.000000x1.590686x1.590686x1.59x5.078%5.08%8.077%8.08%29-1.000000x-1.000000x1.589934x1.589934x1.59x2.251%2.25%3.579%3.58%-1.000000x-1.000000x1.584588x1.584588x1.58x1.237%1.24%1.960%1.96%30-1.000000x-1.000000x1.545600x1.545600x1.55x1.736%1.74%2.683%2.68%-1.000000x-1.000000x1.543104x1.543104x1.54x1.992%1.99%3.074%3.07%31-1.000000x-1.000000x1.526215x1.526215x1.53x2.660%2.66%4.060%4.06%-1.000000x-1.000000x1.509736x1.509736x1.51x0.445%0.44%0.672%0.67%32-1.000000x-1.000000x1.506863x1.506863x1.51x13.667%13.7%20.595%20.6%33-1.000000x-1.000000x1.466027x1.466027x1.47x2.757%2.76%4.041%4.04%34-1.000000x-1.000000x1.455536x1.455536x1.46x0.550%0.55%0.800%0.80%35-1.000000x-1.000000x1.455461x1.455461x1.46x14.978%15.0%21.800%21.8%36-1.000000x-1.000000x1.399314x1.399314x1.40x0.986%0.99%1.380%1.38%37-1.000000x-1.000000x1.389192x1.389192x1.39x3.813%3.81%5.297%5.30%38-1.000000x-1.000000x1.388504x1.388504x1.39x1.374%1.37%1.908%1.91%39-1.000000x-1.000000x1.316984x1.316984x1.32x2.426%2.43%3.195%3.20%40-1.000000x-1.000000x1.271145x1.271145x1.27x1.799%1.80%2.287%2.29%41-1.000000x-1.000000x1.176592x1.176592x1.18x3.561%3.56%4.189%4.19%42-1.000000x-1.000000x1.133197x1.133197x1.13x1.559%1.56%1.766%1.77%43-1.000000x-1.000000x1.086311x1.086311x1.09x1.817%1.82%1.974%1.97%44-1.000000x-1.000000x1.077881x1.077881x1.08x0.336%0.34%0.362%0.36%45-1.000000x-1.000000x1.064848x1.064848x1.06x3.530%3.53%3.759%3.76%46-1.000000x-1.000000x1.046612x1.046612x1.05x1.291%1.29%1.351%1.35%47-1.000000x-1.000000x1.023679x1.023679x1.02x1.566%1.57%1.603%1.60%-1.000000x-1.000000x1.018091x1.018091x1.02x1.698%1.70%1.729%1.73%-1.000000x-1.000000x1.004988x1.004988x1.00x0.556%0.56%0.559%0.56%48-1.065437x-1.065437x1.07x1.000000x1.000000x1.925%1.92%1.807%1.81%49-1.116231x-1.116231x1.12x1.000000x1.000000x1.029%1.03%0.922%0.92%50

Definitions

Educational attainment is reported in terms of the highest level of education obtained by persons aged 25 years and older. On this page, we report on both detailed and coarse categorizations of the levels of education in the population. The detailed levels of educational attainment are as follows:

  • None: no formal education at all
  • Less than High School: some education, but stopped short of high school
  • Some High School: some high school education, but no high school diploma (or equivalent)
  • Some College: high school diploma (or equivalent), and some college, but no post-secondary degree
  • Associate's Degree: highest post-secondary degree is an associate's degree (including occupational or academic degrees)
  • Bachelor's Degree: highest post-secondary degree is a bachelor's degree (e.g., BA, BS, AB)
  • Master's Degree: highest post-secondary degree is a master's degree (e.g., MA, MS, MENG, MSW)
  • Professional Degree: highest post-secondary degree is a professional degree (e.g., MD, DDC, JD)
  • Doctorate Degree: highest post-secondary degree is a doctorate degree (e.g., PhD, EdD)

The coarse levels of educational attainment are as follows:

  • No High School Diploma: does not have a high school diploma or equivalent
  • High School Diploma: has a high school diploma or equivalent and possibly some college, but no post-secondary degrees
  • Higher Degree: has some post-secondary degree (associate's, bachelor's, master's, professional, doctorate)

For additional information about the data presented on this site, including our sources, please see the About Page.

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