Race and Ethnicity in Shelby Forest-Frayser, Memphis, Tennessee (Neighborhood)

Race and Ethnicity#1

Percentage of the total population.
Scope: population of Memphis and Shelby Forest-Frayser
Shelby Forest-Frayser
Memphis
0%20%40%60%80%CountWhite1Hispanic2BlackAsianMixed1Other110.485424%26.627908%10.485424%10.5%3,8103,8112.915907%6.528862%2.915907%2.9%1,0591,06084.296557%63.636128%84.296557%84.3%30,63430.6k0.380042%1.548356%0.380042%0.4%1381.838721%1.343738%1.838721%1.8%6680.083349%0.315008%0.083349%0.1%30

Relative Race and Ethnicity#2

Race and Hispanic origin in Shelby Forest-Frayser as a percentage of the total population, expressed as percentage point difference from Memphis.
Scope: population of Memphis and Shelby Forest-Frayser
-10%0%+10%+20%%ref.White1Hispanic2BlackAsianMixed1Other1-16.142485%-16.142485%-16.1%10.485%10.5%26.628%26.6%-3.612955%-3.612955%-3.6%2.916%2.92%6.529%6.53%20.660429%20.660429%+20.7%84.297%84.3%63.636%63.6%-1.168314%-1.168314%-1.2%0.380%0.38%1.548%1.55%0.494983%0.494983%+0.5%1.839%1.84%1.344%1.34%-0.231659%-0.231659%-0.2%0.083%0.08%0.315%0.32%

Relative Ethno-Racial Composition by Age#3

Ethno-racial composition by age cohort as a percentage within each age cohort.
Scope: population of Shelby Forest-Frayser
White1
Hispanic2
Mixed3
Black3
Asian3
Other3
85+75-8465-7455-6445-5435-4430-3425-2920-2418-1915-1710-145-90-444.962289%45.0%0.000000%0.000000%55.037711%55.0%0.000000%0.000000%30137.385921%37.4%0.806424%0.000000%59.560806%59.6%0.000000%2.246849%88588619.723674%19.7%0.449758%2.934538%75.540216%75.5%0.377173%0.974641%2,0412,04218.838456%18.8%0.247636%2.152602%76.896128%76.9%1.030413%0.834765%3,7083,70916.363539%16.4%0.000000%0.697409%81.342129%81.3%0.000000%1.596922%3,9638.311747%1.518326%1.155568%85.817790%85.8%0.802764%2.393805%4,2124,2136.878118%0.000000%0.000000%90.139329%90.1%0.000000%2.982554%1,92613.668920%13.7%0.000000%1.735021%81.654677%81.7%0.405762%2.535620%3,3874.576368%0.000000%0.422356%92.342550%92.3%0.000000%2.658727%2,8792,8800.546609%0.000000%0.619025%98.834367%98.8%0.000000%0.000000%8218222.870107%0.594954%1.264428%90.382401%90.4%0.000000%4.888111%1,9071,9080.358715%2.331005%4.543173%90.316898%90.3%0.000000%2.450208%2,8622,8632.571908%0.000000%2.871042%92.086416%92.1%0.000000%2.470634%3,5083,5092.201125%0.356510%2.891389%91.601415%91.6%0.000000%2.949561%3,9330%20%40%60%80%100%Count

Ethno-Racial Composition by Age Cohort#4

Ethno-racial composition by age cohort as a percentage of the total population.
Scope: population of Shelby Forest-Frayser
White1
Hispanic2
Mixed3
Black3
Asian3
Other3
85+75-8465-7455-6445-5435-4430-3425-2920-2418-1915-1710-145-90-40.372501%0.000000%0.000000%0.455973%0.000000%0.000000%3010.911216%0.019655%0.000000%1.451689%1.5%0.000000%0.054763%8858861.108231%0.025271%0.164885%4.244443%4.2%0.021193%0.054763%2,0412,0421.922443%1.9%0.025271%0.219671%7.847162%7.8%0.105152%0.085187%3,7083,7091.784612%1.8%0.000000%0.076060%8.871196%8.9%0.000000%0.174161%3,9630.963499%0.176005%0.133954%9.948015%9.9%0.093057%0.277490%4,2124,2130.364598%0.000000%0.000000%4.778145%4.8%0.000000%0.158101%1,9261.274054%1.3%0.000000%0.161718%7.610877%7.6%0.037820%0.236340%3,3870.362618%0.000000%0.033466%7.316949%7.3%0.000000%0.210670%2,8792,8800.012362%0.000000%0.014000%2.235278%2.2%0.000000%0.000000%8218220.150683%0.031236%0.066384%4.745161%4.7%0.000000%0.256630%1,9071,9080.028257%0.183618%0.357875%7.114451%7.1%0.000000%0.193008%2,8622,8630.248305%0.000000%0.277185%8.890475%8.9%0.000000%0.238527%3,5083,5090.238243%0.038587%0.312955%9.914655%9.9%0.000000%0.319251%3,9330%2%4%6%8%10%Count

Ethno-Racial Composition per Year#5

Ethno-racial composition per year of the age cohort as a percentage of the total population.
Scope: population of Shelby Forest-Frayser
White1
Hispanic2
Mixed3
Black3
Asian3
Other3
85+75-8465-7455-6445-5435-4430-3425-2920-2418-1915-1710-145-90-40.023281%0.000000%0.000000%0.028498%0.000000%0.000000%3010.091122%0.001966%0.000000%0.145169%0.000000%0.005476%8858860.110823%0.002527%0.016489%0.424444%0.42%0.002119%0.005476%2,0412,0420.192244%0.002527%0.021967%0.784716%0.78%0.010515%0.008519%3,7083,7090.178461%0.000000%0.007606%0.887120%0.89%0.000000%0.017416%3,9630.096350%0.017600%0.013395%0.994802%0.99%0.009306%0.027749%4,2124,2130.072920%0.000000%0.000000%0.955629%0.96%0.000000%0.031620%1,9260.254811%0.000000%0.032344%1.522175%1.52%0.007564%0.047268%3,3870.072524%0.000000%0.006693%1.463390%1.46%0.000000%0.042134%2,8792,8800.006181%0.000000%0.007000%1.117639%1.12%0.000000%0.000000%8218220.050228%0.010412%0.022128%1.581720%1.58%0.000000%0.085543%1,9071,9080.005651%0.036724%0.071575%1.422890%1.42%0.000000%0.038602%2,8622,8630.049661%0.000000%0.055437%1.778095%1.78%0.000000%0.047705%3,5083,5090.047649%0.007717%0.062591%1.982931%1.98%0.000000%0.063850%3,9330.0%0.5%1.0%1.5%2.0%Count

Race among Hispanics#6

Percentage of the Hispanic population.
Scope: population of Memphis and Shelby Forest-Frayser
Shelby Forest-Frayser
Memphis
0%10%20%30%40%50%60%CountWhiteBlackIndianAsianHawaiianOtherMixed16.848945%43.974506%16.848945%16.8%21821918.464363%3.438957%18.464363%18.5%2392400.000000%0.000000%0.0%1.686823%00.000000%0.000000%0.0%0.126118%00.000000%0.000000%0.0%0.047294%064.686692%45.778438%64.686692%64.7%8408410.000000%0.000000%0.0%4.947864%0

Map of Race and Ethnicity by Tract in Shelby Forest-Frayser

White Race and Ethnicity by Tract#7

Whites (non-Hispanic) as a percentage of the population (%):
0%14%27%40%53%66%

Hispanic Race and Ethnicity by Tract#8

Hispanics (excluding black and Asian Hispanics) as a percentage of the population (%):
0.0%2.9%5.8%8.7%11.6%14.5%

Black Race and Ethnicity by Tract#9

Blacks as a percentage of the population (%):
18%34%50%66%81%98%

Asian Race and Ethnicity by Tract#10

Asians as a percentage of the population (%):
0.0%2.7%5.4%8.0%10.7%13.5%

Mixed Race and Ethnicity by Tract#11

Multiracial people (non-Hispanic) as a percentage of the population (%):
0.0%1.9%3.7%5.6%7.4%9.3%

Other Race and Ethnicity by Tract#12

Others (non-Hispanic) as a percentage of the population (%):
0.00%0.24%0.48%0.72%0.97%1.21%
Road Data ©OpenStreetMap

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Map of Race and Ethnicity by Block Group in Shelby Forest-Frayser

White Race and Ethnicity by Block Group#13

Whites (non-Hispanic) as a percentage of the population (%):
0%16%33%49%65%82%

Hispanic Race and Ethnicity by Block Group#14

Hispanics (excluding black and Asian Hispanics) as a percentage of the population (%):
0.0%3.8%7.6%11.4%15.2%19.0%

Black Race and Ethnicity by Block Group#15

Blacks as a percentage of the population (%):
12%30%47%65%82%100%

Asian Race and Ethnicity by Block Group#16

Asians as a percentage of the population (%):
0.0%2.4%4.8%7.2%9.6%12.1%

Mixed Race and Ethnicity by Block Group#17

Multiracial people (non-Hispanic) as a percentage of the population (%):
0.0%3.7%7.3%11.0%14.6%18.3%

Other Race and Ethnicity by Block Group#18

Others (non-Hispanic) as a percentage of the population (%):
0.0%0.6%1.2%1.7%2.3%2.9%
Road Data ©OpenStreetMap

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Map of Race and Ethnicity by Block in Shelby Forest-Frayser

White Race and Ethnicity by Block#19

Whites (non-Hispanic) as a percentage of the population (%):
0%20%40%60%80%100%

Hispanic Race and Ethnicity by Block#20

Hispanics (excluding black and Asian Hispanics) as a percentage of the population (%):
0%15%31%46%62%78%

Black Race and Ethnicity by Block#21

Blacks as a percentage of the population (%):
0%20%40%60%80%100%

Asian Race and Ethnicity by Block#22

Asians as a percentage of the population (%):
0.0%2.0%4.0%6.0%8.0%10.0%

Mixed Race and Ethnicity by Block#23

Multiracial people (non-Hispanic) as a percentage of the population (%):
0.0%4.4%8.9%13.3%17.8%22.3%

Other Race and Ethnicity by Block#24

Others (non-Hispanic) as a percentage of the population (%):
0.0%1.7%3.3%5.0%6.7%8.4%
Road Data ©OpenStreetMap

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Race and Ethnicity by Neighborhood in Memphis

There are 20 neighborhoods in Memphis. This section compares Shelby Forest-Frayser to all of the neighborhoods in Memphis and to those entities that contain or substantially overlap with Shelby Forest-Frayser.

Non-White Population by Neighborhood#25

Percentage of the total population.
Scope: population of Shelby Forest-Frayser, selected other neighborhoods in Memphis, and entities that contain Shelby Forest-Frayser
White1
Hispanic2
Black
Asian
Other1
0%20%40%60%80%Count#White Haven-Coro Lake NeighborhoodWhite Hvn-Coro LkHickory Ridge-South Riverdale NeighborhoodHickory Rdg-S Riv…Parkway Village-Oakhaven NeighborhoodPkwy Vlg-OakhavenShelby Forest-Frayser NeighborhoodShelby Frst-Fray…Downtown NeighborhoodDowntownRaleigh NeighborhoodRaleighMemphisShelby County School DistrictShelby CountyWindyke-Southwind NeighborhoodWindyke-SouthwindMidtown NeighborhoodMidtownBerclair-Highland Heights NeighborhoodBerclair-Highland HtsEads-Fisherville NeighborhoodEads-FishervilleShelby CountyShelbyMemphis Metro AreaMemphis AreaRiver Oaks-Kirby-Balmoral NeighborhoodRiv Oaks-Kirby-Bal…East Memphis-Colonial-Yorkshire NeighborhoodE Memphis-Coloni…Cordova-Appling NeighborhoodCordova-ApplingSouthUnited States of AmericaUnited StatesPoet/Old Bartlett Park NeighborhoodPoet/Old Bartlett PkHistoric Bartlett NeighborhoodHist BartlettWolf Forest Farms NeighborhoodWolf Frst FarmsEast South CentralTennesseeBartlett Woods NeighborhoodBartlett WdsCherry Valley NeighborhoodCherry ValleyFour Way NeighborhoodFour WayElmore Park NeighborhoodElmore Park93.659337%2.326716%1.257051%0.149045%97.392149%97.4%85,24585.2k182.438752%8.210421%1.705576%0.545760%92.900509%92.9%56,98357.0k275.973608%13.494562%1.165554%0.744504%91.378229%91.4%36,81936.8k384.296557%2.915907%1.922070%0.380042%89.514576%89.5%32,53032.5k479.792085%2.395655%1.552714%1.306752%85.047206%85.0%47,53347.5k576.219300%4.812608%2.131575%0.479006%83.642489%83.6%47,24647.2k663.636128%6.528862%1.658746%1.548356%73.372092%73.4%481,216481k62.868345%6.390708%1.860193%1.697128%72.816375%72.8%546,575547k63.973314%5.930319%0.000000%0.000000%69.903632%69.9%3761.201635%2.566900%1.504062%1.494917%66.767514%66.8%43,17943.2k832.753364%29.547292%1.935106%1.343605%65.579367%65.6%23,53223.5k951.325820%6.635165%5.263993%0.000000%63.224978%63.2%2,3412,3421053.189042%5.738268%2.476867%1.776113%63.180290%63.2%591,993592k46.603655%5.029154%1.981155%1.795594%55.409557%55.4%743,230743k41.732780%4.348529%2.876734%2.256464%51.214506%51.2%20,56720.6k1142.508652%4.917793%1.815266%1.649372%50.891082%50.9%54,26454.3k1236.880284%7.140963%3.216014%2.811342%50.048604%50.0%34,42234.4k1319.275322%16.576996%3.157201%2.791195%41.800714%41.8%50,058,74750.1M16.909408%12.632487%5.215570%3.287546%38.045012%38.0%121,195,490121M18.232147%13.867041%0.012285%0.000000%32.111472%32.1%1701711417.385621%14.052288%0.000000%0.000000%31.437908%31.4%88891513.972217%10.871754%5.516408%0.905979%31.266358%31.3%1581591620.511583%3.884594%2.096778%1.339826%27.832781%27.8%5,229,8785.23M16.807811%4.863020%2.198592%1.609161%25.478584%25.5%1,668,3401.67M19.875292%3.117693%2.416212%0.000000%25.409197%25.4%3121715.695644%3.588445%2.696384%2.413976%24.394450%24.4%1891811.291504%2.984864%1.958578%1.384833%17.619778%17.6%1491910.219547%3.535020%2.620394%0.048778%16.423738%16.4%32232320

Relative Race and Ethnicity by Neighborhood#26

Percentage point difference from Shelby Forest-Frayser.
Scope: population of Shelby Forest-Frayser, selected other neighborhoods in Memphis, and entities that contain Shelby Forest-Frayser
White1
Hispanic2
Black
Asian
Mixed1
Other1
-50%0%+50%%#Four Way NeighborhoodFour WayElmore Park NeighborhoodElmore ParkUnited States of AmericaUnited StatesWolf Forest Farms NeighborhoodWolf Frst FarmsHistoric Bartlett NeighborhoodHist BartlettPoet/Old Bartlett Park NeighborhoodPoet/Old Bartlett PkCherry Valley NeighborhoodCherry ValleyTennesseeBartlett Woods NeighborhoodBartlett WdsSouthEast South CentralBerclair-Highland Heights NeighborhoodBerclair-Highland HtsCordova-Appling NeighborhoodCordova-ApplingRiver Oaks-Kirby-Balmoral NeighborhoodRiv Oaks-Kirby-Bal…East Memphis-Colonial-Yorkshire NeighborhoodE Memphis-Coloni…Memphis Metro AreaMemphis AreaEads-Fisherville NeighborhoodEads-FishervilleShelby CountyShelbyWindyke-Southwind NeighborhoodWindyke-SouthwindMidtown NeighborhoodMidtownShelby County School DistrictShelby CountyMemphisParkway Village-Oakhaven NeighborhoodPkwy Vlg-OakhavenWhite Haven-Coro Lake NeighborhoodWhite Hvn-Coro LkRaleigh NeighborhoodRaleighDowntown NeighborhoodDowntownHickory Ridge-South Riverdale NeighborhoodHickory Rdg-S Riv…Shelby Forest-Frayser NeighborhoodShelby Frst-Fray…-1.531074%-73.005053%-0.288954%-74.825081%-74.8%71.894798%2.604822%0.325461%74.825081%+74.8%149.650%150%1-74.077011%-0.331264%-74.408275%-74.4%73.090839%0.619113%0.357897%0.340426%74.408275%+74.4%148.817%149%2-71.664070%-71.664070%-71.7%51.469565%13.993501%4.835528%0.422559%0.942917%71.664070%+71.7%143.328%143%-70.324341%-0.932742%-0.083349%-71.340432%-71.3%58.248218%2.600502%10.491712%71.340432%+71.3%142.681%143%3-2.915907%-66.910936%-0.380042%-0.083349%-70.290234%-70.3%58.076668%12.213566%70.290234%+70.3%140.580%141%4-2.915907%-66.064411%-0.367757%-0.083349%-69.431424%-69.4%57.403104%12.028319%69.431424%+69.4%138.863%139%5-68.600913%-68.600913%-68.6%65.120127%0.672538%2.033935%0.680688%0.093626%68.600913%+68.6%137.202%137%6-67.488746%-0.034417%-67.523163%-67.5%64.035992%1.947113%1.229119%0.310939%67.523163%+67.5%135.046%135%-0.499695%-64.421265%-1.838721%-0.083349%-66.843030%-66.8%64.105379%2.737651%66.843030%+66.8%133.686%134%7-65.021236%-65.021236%-65.0%47.713863%13.661089%2.777159%0.163700%0.705425%65.021236%+65.0%130.042%130%-63.784975%-0.197746%-63.982721%-64.0%61.681796%0.968687%0.959784%0.372454%63.982721%+64.0%127.965%128%-51.543194%-1.015072%-52.558266%-52.6%23.935210%26.631386%1.555064%0.436606%52.558266%+52.6%105.117%105%8-47.416273%-47.416273%-47.4%39.465972%4.225057%2.835972%0.669332%0.219939%47.416273%+47.4%94.833%94.8%9-42.563777%-0.058936%-42.622714%-42.6%38.300070%1.432622%2.496692%0.393330%42.622714%+42.6%85.245%85.2%10-41.787905%-0.407010%-42.194915%-42.2%38.623494%2.001886%1.269330%0.300205%42.194915%+42.2%84.390%84.4%11-37.692902%-0.406943%-38.099845%-38.1%34.105019%2.113247%1.601113%0.280467%38.099845%+38.1%76.200%76.2%-32.970737%-1.838721%-0.083349%-34.892807%-34.9%26.289598%2.348086%6.255123%34.892807%+34.9%69.786%69.8%12-31.107516%-0.413519%-31.521035%-31.5%26.334286%2.822361%2.096826%0.267562%31.521035%+31.5%63.042%63.0%-2.915907%-20.323244%-1.838721%-0.083349%-25.161221%-25.2%19.610944%5.550277%25.161221%+25.2%50.322%50.3%13-0.349007%-23.094923%-0.791641%-24.235570%-24.2%22.747062%1.124020%0.364487%24.235570%+24.2%48.471%48.5%14-21.428212%-0.474917%-21.903130%-21.9%16.698202%3.474802%1.480151%0.249975%21.903130%+21.9%43.806%43.8%-20.660429%-0.494983%-21.155413%-21.2%16.142485%3.612955%1.168314%0.231659%21.155413%+21.2%42.311%42.3%-1.863652%-8.322949%-1.094217%-0.083349%-11.364167%-11.4%10.578655%0.785513%11.364167%+11.4%22.728%22.7%15-7.877572%-0.589191%-0.230997%-0.862236%-9.559996%-9.6%9.362780%0.197217%9.559996%+9.6%19.120%19.1%16-8.077257%-8.077257%-8.1%5.872087%1.896701%0.098964%0.030781%0.178724%8.077257%+8.1%16.155%16.2%17-1.363193%-4.504472%-0.927230%-6.794895%-6.8%4.467370%2.015613%0.311912%6.794895%+6.8%13.590%13.6%18-3.385932%-1.857806%-0.267160%-5.510898%-5.5%5.294514%0.165718%0.050665%5.510898%+5.5%11.022%11.0%190.000000%0.000000%0.000000%0.000000%0.000000%0.000000%0.000000%0.0%0.000%0%20

White1 Population by Neighborhood#27

Percentage of the total population.
Scope: population of Shelby Forest-Frayser, selected other neighborhoods in Memphis, and entities that contain Shelby Forest-Frayser
0%20%40%60%80%Count#Elmore Park NeighborhoodElmore ParkFour Way NeighborhoodFour WayCherry Valley NeighborhoodCherry ValleyBartlett Woods NeighborhoodBartlett WdsTennesseeEast South CentralWolf Forest Farms NeighborhoodWolf Frst FarmsHistoric Bartlett NeighborhoodHist BartlettPoet/Old Bartlett Park NeighborhoodPoet/Old Bartlett PkUnited States of AmericaUnited StatesSouthCordova-Appling NeighborhoodCordova-ApplingEast Memphis-Colonial-Yorkshire NeighborhoodE Memphis-Coloni…River Oaks-Kirby-Balmoral NeighborhoodRiv Oaks-Kirby-Bal…Memphis Metro AreaMemphis AreaShelby CountyShelbyEads-Fisherville NeighborhoodEads-FishervilleBerclair-Highland Heights NeighborhoodBerclair-Highland HtsMidtown NeighborhoodMidtownWindyke-Southwind NeighborhoodWindyke-SouthwindShelby County School DistrictShelby CountyMemphisRaleigh NeighborhoodRaleighDowntown NeighborhoodDowntownShelby Forest-Frayser NeighborhoodShelby Frst-Fray…Parkway Village-Oakhaven NeighborhoodPkwy Vlg-OakhavenHickory Ridge-South Riverdale NeighborhoodHickory Rdg-S Riv…White Haven-Coro Lake NeighborhoodWhite Hvn-Coro Lk83.576262%83.576262%83.6%1,641182.380222%82.380222%82.4%697698275.605550%75.605550%75.6%585586374.590803%74.590803%74.6%916917474.521416%74.521416%74.5%4,879,6694.88M72.167219%72.167219%72.2%13,560,47613.6M68.733642%68.733642%68.7%348568.562092%68.562092%68.6%193667.888528%67.888528%67.9%360761.954988%61.954988%62.0%197,362,672197M58.199286%58.199286%58.2%69,696,97669.7M49.951396%49.951396%50.0%34,35634.4k849.108918%49.108918%49.1%52,36352.4k948.785494%48.785494%48.8%19,59119.6k1044.590443%44.590443%44.6%598,109598k36.819710%36.819710%36.8%344,997345k36.775022%36.775022%36.8%1,3621134.420633%34.420633%34.4%12,35112.4k1233.232486%33.232486%33.2%21,49221.5k1330.096368%30.096368%30.1%121427.183625%27.183625%27.2%204,046204k26.627908%26.627908%26.6%174,641175k16.357511%16.357511%16.4%9,2399,2401514.952794%14.952794%15.0%8,3571610.485424%10.485424%10.5%3,8103,811178.621771%8.621771%8.6%3,474187.099491%7.099491%7.1%4,3544,355192.607851%2.607851%2.6%2,2822,28320

Definitions

Throughout these reports we will refer to several racial and ethnic groups, the definitions of which derive from those used by the US Census Bureau. In the interests of brevity and clarity we have combined several of the Census categories yielding the following mutually exclusive and collectively exhaustive categories:

  • White: non-Hispanic whites
  • Hispanic: Hispanics, excluding black and Asian Hispanics
  • Black: blacks, including Hispanic blacks
  • Asian: Asians, including Hispanic Asians
  • Mixed: non-Hispanic mixed race people
  • Other: American Indians and other groups not otherwise categorized

In all cases, racial and ethnic classification is based on self-identification. While the term 'Hispanic' is an ethnic, not a racial, designation (and so there exist Hispanic and non-Hispanic people of all races), we conform with the common practice of comparing Hispanics with other racial groups. This is reflected in our categorization (listed above), and in our preference for the term 'ethno-racial group' in place of just 'race'. Finally, while these categories are used wherever possible, the data does not always allow this grouping, so it is important to read the footnotes of each chart to understand the definitions used therein.

Unlike the other geographical entities detailed on this site, neighborhoods are not recognized by the U.S. Census Bureau. To overcome this we have computed reasonable estimates of the same statistics that are presented for other the entity types. Each statistic is computed as the weighted sum or average of the census tracts or block groups that overlap the neighborhood. A weighted sum is used for counts of people or households, and a weighted average is used for statistics that are themselves some form of average, such as median household income. Census block groups are preferred when the statistic in question is available on the block group level. The weight for a given tract (or block group) is computed as the population of the census tabulation blocks that occupy the intersection between the tract and the neighborhood as a fraction of the total population of the neighborhood.

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

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