Appendix I: Factor loadings for PCA of 1960 population and housing characteristics by census tract
Blue Blood
Eigen value: 6.168
Percent of Variance: 12.436
Characteristics: High income census tracts with high value homes. Persons are employed in the professional and managerial classes and have college degrees.
Factor loadings:
[.900] percent of families with annual incomes greater than $25,000
[.879] percent of all housing units with value of more than $35 K
[.838] percent of families with annual income less between $15,000 and $25,000
[.801] percent of all housing units with value of between $25 and 35 K
[.819] percent of persons over 25 years of age with 4 years or more of college education
[.608] percent of employed civilians 14 and over, professional, technical, and kindred workers
[.429] percent of employed civilians 14 and over, managers, officials, and proprietors
[−.522] percent of persons over 25 years of age with 8 years or less education
[−.491] percent of employed civilians 14 and over, operatives and kindred workers, including mine
Inner-city Minority
Eigen value: 6.086
Percent of Variance: 11.270
Characteristics: Low income, nonwhite, young population living in high densities. Persons are employed in the laborer and household services occupations.
Factor loadings:
[.802] percent of population nonwhite
[.801] percent of population between 5 and 19 years
[.763] percent of employed civilians 14 and over, private household workers
[.750] percent of population under 5 years
[.630] percent of employed civilians 14 and over, laborers, except farm and mine
[.564] percent of families with annual income less between $1,000 and $5,000
[.517] percent of families with annual income less than $1,000
[.455] population density, persons per square kilometer
[−.767] percent of population between 20 and 64 years
[−.674] percent of population white
High School Achievers
Eigen value: 5.881
Percent of Variance: 10.891
Characteristics: High School educated population living in newer, low-density housing and with moderate incomes.
Factor loadings:
[.720] percent of all housing units with value of between $10 and 12.5 K
[.688] percent of persons over 25 years of age with 4 years of high school education
[.662] percent of houses moved into between 1954 and 1957
[.513] percent of all housing units with value of between $12.5 and 15 K
[.495] percent of families with annual income less than $1,000
[.479] percent of houses built between 1950 and 1960
[−.800] percent of all housing units with value of under $5,000
[−.623] percent of all housing units with value of between $5 and 7.5 K
[−.553] percent of families with annual income less between $1,000 and $5,000
[−.543] percent of families with annual income less than $1,000
[−.528] percent of houses built before 1940
[−.503] percent of employed civilians 14 and over, laborers, except farm and mine
[−.461] population density, persons per square kilometer
[−.432] percent of houses moved into before 1940
Post-War Dreams
Eigen Value: 5.599
Percent of Variance: 10.368
Characteristics: White, middle-income populations who own single, detached dwellings. Craftsmen and foremen are the dominant occupation.
Factor loadings:
[.852] percent of households in single unit dwellings
[.817] percent of households in owner-occupied units
[.605] percent of employed civilians 14 and over, craftsmen, foremen, and kindred workers
[.453] percent of families with annual income less between $5,000 and $10,000
[.420] percent of population white
[.402] percent of households with married couple and children under 18 years
[−.732] percent of households in rented units
[−.592] percent of employed civilians 14 and over, service workers, except household
[−.453] percent of population 65 and older
Everything New
Eigen Value: 4.268
Percent of Variance: 7.903
Characteristics: Young families with children who have recently moved in to new houses.
Factor loadings:
[.905] percent of households with married couple and children under 6 years
[.818] percent of households with married couple and children under 18 years
[.661] percent of houses moved into between 1958 and 1960
[.574] percent of houses moved into between 1954 and 1957
[.567] percent of houses built between 1950 and 1960
[.499] percent of population under 5 years
[.405] percent of households with married couple living in own household
[−.492] percent of houses moved into before 1940
[−.434] percent of houses moved into between 1940 and 1953
[−.429] percent of houses built before 1940
Property Values
Eigen value: 3.406
Percent of Variance: 6.308
Characteristics: Areas of higher-valued properties.
Factor loadings:
[.743] percent of all housing units with value of between $17.5 and 20 K
[.735] percent of all housing units with value of between $15 and 17.5 K
[.608] percent of all housing units with value of between $20 and 25 K
[−.618] percent of all housing units with value of between $5 and 7.5 K
Euro Ghettos
Eigen value: 2.647
Percent of Variance: 4.902
Characteristics: High percentage of white, foreign persons and of foreign parentage. Dominant occupations in sales.
Factor loadings:
[.837] percent of population foreign born
[.808] percent of population of foreign or mixed parents
[.619] percent of employed civilians 14 and over, sales workers
[.336] percent of population white
Empty Nesters
Eigen value: 2.266
Percent of Variance: 4.197
Characteristics: Older, married couples living in older houses.
Factor loadings:
[.692] percent of households with married couple living in own household
[.657] percent of population 65 and older
[.475] percent of houses built before 1940
Farm Country
Eigen value: 2.210
Percent of Variance: 4.092
Characteristics: Dominated by farmers and farm laborers.
Factor loadings:
[.897] percent of employed civilians 14 and over, farmers and farm managers
[.894] percent of employed civilians 14 and over, farm laborers