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.. how and what factors cause congressional communities to vary within their congressional district This section reviews the scope and use of the vda_anova.gis project using the VDAW4 GIS or iVDA GIS tool. The vda_anova.gis project is derived from the vda.gis project, adding two layers both showing name "CC in CD Z-Score Outlier". Layer 1: • CC in CD Z-Score Outlier -- uses layer editor to set D019Z>=2 (D019 Under 18 Yrs High) • CC in CD Z-Score Outlier -- uses layer editor to set D019Z<=-2 (D019 Under 18 Yrs Low) This layer setting accounts for one of 68 demographic items available for use. The second layer is configured as follows: • CC in CD Z-Score Outlier -- uses layer editor to set D024Z>=2 (D024 65 Yrs and over High) • CC in CD Z-Score Outlier -- uses layer editor to set D024Z<=-2 (D024 65 Yrs and over Low) This layer setting accounts for the second of 68 demographic items available for use. See these layers and settings in this graphic and the the interactive iVDA below.  This section and project are focused on CCs and CDs. The same process could be run with tracts and counties, school districts and states, and so on. The ANOVA values, z-scores, are computed between each CC and corresponding CD. This section does not provide for the actual Z-score computation. The ANOVA, z-score test, provides data applied using the algorithm to data from ACS 2023 program. We start with VDA (Visual Data Analysis) geospatial tools to analyze Congressional Communities in context of Congressional Districts. Using VDA to Examine how Congressional Communities relate to their Congressional Districts .. goto top .. the starting view shows the Orange and San Diego County area. .. use VDAW4 for full-screen view. See below for more detail. .. click in the legend panel to highlight to a name. That determines which item you are using. .. areas colored red are high extremes (z-scores with value >=2 .. areas colored blue are low extremes (z-scores with value <=-2) .. areas not colored are not extremes .. click a CC of interest and view profile in lower left panel. Or, enter your address and press Enter. What use two layers? One layer can show the relation of one item. Two layers can show the relation of two items. By using the File>Tools>Layer Editor, choose any one or two other items. An Example of Using the Layer Editor to Change Item .. goto top Suppose we want to use the first layer "CC in CD Z-Score Outlier" and use E074 SNAP (Supplemental Nutrition Assistance Program) Households instead of D019 Under 18 Yrs. Using Layer Editor: 
Result: CC 0640009 is red indicating this CC is High Extreme relative to this CD for this item. 
Items included in ANOVA Shapefile (from ACS2023 Itemset1 group below) .. these items were computed in the Z-score as a percentage of population or housing
D019 Under 18 years
D024 65 years and over D036 One Race D037 One Race -- White D039 One Race -- American Indian and Alaska Native D055 One Race -- Native Hawaiian and Other Pacific Islander D060 One Race -- Some Other Race D061 Two or more races D076 Hispanic or Latino (of any race) D081 Not Hispanic or Latino D082 Not Hispanic or Latino -- White Alone D083 Not Hispanic or Latino -- Black or African American Alone D092 CVAP Citizen 18 and Over Population S053 School Enrollment -- Pop 3 Yrs & Over Enrolled in School S058 School Enrollment -- Pop 3 Yrs & Over Enrolled in School -- College or Graduate School S068 Educational Attainment -- Pop 25 Yrs & Over -- Percent Bachelor's Degree or Higher S079 Residence 1 Year Ago -- Population 1 Year and Over S080 Residence 1 Year Ago -- Same House S086 Residence 1 Year Ago -- Different House in US -- Different County -- Different State S087 Residence 1 Year Ago -- Abroad S089 Place of Birth -- Native S092 Place of Birth -- Native -- Born in U.S. -- Different State S152 Computers and Internet Use -- Total Households S153 Computers and Internet Use -- Households with a Computer S154 Computers and Internet Use -- Households with a Broadband Internet Subscription E001 Employment Status -- Population 16 Years+ E002 Employment Status -- in Labor Force E003 Employment Status -- Civilian Labor Force E004 Employment Status -- Employed E005 Employment Status -- Unemployed E006 Employment Status -- Armed Forces E007 Employment Status -- Not in Labor Force E009 Employment Status -- Percent Unemployed E047 Class of Worker -- Private Wage & Salary E048 Class of Worker -- Government Workers E049 Class of Worker -- Self-Employed, Not Inc Business Workers E066 Income and Benefits -- Households -- with Social Security E068 Income and Benefits -- Households -- with Retirement Income E074 Income and Benefits -- Households -- with Food Stamp/Snap Benefits in the Past 12 Months E095 Civ Noninst Population E096 Civ Noninst Population -- Health Insurance Coverage .. with Health Insurance Coverage E097 Civ Noninst Population -- Health Insurance Coverage ... with Private Health Insurance Coverage E098 Civ Noninst Population -- Health Insurance Coverage ... with Public Health Coverage E099 Civ Noninst Population -- Health Insurance Coverage .. no Health Insurance Coverage H002 Occupied Housing Units H003 Vacant Housing Units H007 Total Housing Units -- Units in Structure -- 1-Unit Detached H008 Total Housing Units -- Units in Structure -- 1-Unit Attached H009 Total Housing Units -- Units in Structure -- 2 Units H010 Total Housing Units -- Units in Structure -- 3 or 4 Units H012 Total Housing Units -- Units in Structure -- 10 to 19 Units H014 Total Housing Units -- Units in Structure -- Mobile Home H015 Total Housing Units -- Units in Structure -- Boat, RV, Van H017 Total Housing Units -- Year Built -- 2020 or later H037 Total Housing Units -- Rooms -- Median Rooms H046 Tenure -- Owner-Occupied H047 Tenure -- Renter-Occupied H048 Tenure -- Average Household Size of Owner-Occupied Unit H049 Tenure -- Average Household Size of Renter-Occupied Unit H051 Year Householder Moved into Unit -- 2021 or later H058 Occ housing units -- No Vehicles Available H059 Occ housing units -- Vehicles Available -- 1 Vehicle Available H060 Occ housing units -- Vehicles Available -- 2 Vehicles Available H061 Occ housing units -- Vehicles Available -- 3 or More Vehicles Available H091 Mortgage Status -- Housing Units with a Mortgage H092 Mortgage Status -- Housing Units Without a Mortgage H126 Occupied Units Paying Rent Itemset 1 -- ACS2023
D001 Total Population
D002 Male D003 Female D005 Under 5 Years D006 5 to 9 Years D007 10 to 14 Years D008 15 to 19 Years D009 20 to 24 Years D010 25 to 34 Years D011 35 to 44 Years D012 45 to 54 Years D013 55 to 59 Years D014 60 to 64 Years D015 65 to 74 Years D016 75 to 84 Years D017 85 Years and Over D018 Median age (years) D019 Under 18 years D020 16 years and over D021 18 years and over D022 21 years and over D023 62 years and over D024 65 years and over D036 One Race D037 One Race -- White D038 One Race -- Black or African American D039 One Race -- American Indian and Alaska Native D047 One Race -- Asian D055 One Race -- Native Hawaiian and Other Pacific Islander D060 One Race -- Some Other Race D061 Two or more races D076 Hispanic or Latino (of any race) D077 Hispanic or Latino (of any race) -- Mexican D081 Not Hispanic or Latino D082 Not Hispanic or Latino -- White Alone D063 Not Hispanic or Latino -- Black or African American Alone D092 Total Housing Units D092 CVAP Citizen 18 and Over Population D093 CVAP Citizen 18 and Over Population - Male D094 CVAP Citizen 18 and Over Population - Female S001 Total Households S002 Total Households -- Married-couple family S004 Total Households -- Cohabitating couple household S006 Total Households -- Householder living alone male S010 Total Households -- Householder living alone female S016 Average household size S017 Average family size S018 Population in Households S053 School Enrollment -- Pop 3 Yrs & Over Enrolled in School S054 School Enrollment -- Pop 3 Yrs & Over Enrolled in School -- Nursery School Preschool S055 School Enrollment -- Pop 3 Yrs & Over Enrolled in School -- Kindergarten S056 School Enrollment -- Pop 3 Yrs & Over Enrolled in School -- Elementary School (Grades 1-8) S057 School Enrollment -- Pop 3 Yrs & Over Enrolled in School -- High School (Grades 9-12) S058 School Enrollment -- Pop 3 Yrs & Over Enrolled in School -- College or Graduate School S059 Educational Attainment -- Pop 25 Yrs & Over S060 Educational Attainment -- Pop 25 Yrs & Over -- Less than 9th Grade S061 Educational Attainment -- Pop 25 Yrs & Over -- 9th to 12th Grade No Diploma S062 Educational Attainment -- Pop 25 Yrs & Over -- High School Graduate (Incl Equivalency) S063 Educational Attainment -- Pop 25 Yrs & Over -- Some College No Degree S064 Educational Attainment -- Pop 25 Yrs & Over -- Associate's Degree S065 Educational Attainment -- Pop 25 Yrs & Over -- Bachelor's Degree S066 Educational Attainment -- Pop 25 Yrs & Over -- Graduate or Professional Degree S067 Educational Attainment -- Pop 25 Yrs & Over -- High School Graduate or Higher S068 Educational Attainment -- Pop 25 Yrs & Over -- Bachelor's Degree or Higher S079 Residence 1 Year Ago -- Population 1 Year and Over S080 Residence 1 Year Ago -- Same House S081 Residence 1 Year Ago -- Different House in US or abroad S082 Residence 1 Year Ago -- Different House in US S083 Residence 1 Year Ago -- Different House in US -- Same County S084 Residence 1 Year Ago -- Different House in US -- Different County S085 Residence 1 Year Ago -- Different House in US -- Different County -- Same State S086 Residence 1 Year Ago -- Different House in US -- Different County -- Different State S087 Residence 1 Year Ago -- Abroad S089 Place of Birth -- Native S090 Place of Birth -- Native -- Born in U.S. S091 Place of Birth -- Native -- Born in U.S. -- State of Residence S092 Place of Birth -- Native -- Born in U.S. -- Different State S093 Place of Birth -- Native -- Born in PR, US Island Areas or Born Abroad to American Parents S094 Place of Birth -- Foreign Born S095 U.S. Citizenship Status -- Foreign-Born Population S096 U.S. Citizenship Status -- Foreign-Born Population -- Naturalized U.S. Citizen S097 U.S. Citizenship Status -- Foreign-Born Population -- Not a U.S. Citizen S112 Language Spoken at Home -- Pop 5 Yrs & Over S113 Language Spoken at Home -- Pop 5 Yrs & Over -- English Only S114 Language Spoken at Home -- Pop 5 Yrs & Over -- Language Other Than English S115 Language Spoken at Home -- Pop 5 Yrs & Over -- Language Other Than English -- Speak English Less Than Very Well S116 Language Spoken at Home -- Pop 5 Yrs & Over -- Language Other Than English -- Spanish S117 Language Spoken at Home -- Pop 5 Yrs & Over -- Language Other Than English -- Spanish -- Speak English Less Than Very Well S152 Computers and Internet Use -- Total Households S153 Computers and Internet Use -- Households with a Computer S154 Computers and Internet Use -- Households with a Broadband Internet Subscription E001 Employment Status -- Population 16 Years+ E002 Employment Status -- in Labor Force E003 Employment Status -- Civilian Labor Force E004 Employment Status -- Employed E005 Employment Status -- Unemployed E006 Employment Status -- Armed Forces E007 Employment Status -- Not in Labor Force E008 Employment Status -- Civilian Labor Force E009 Employment Status -- Percent Unemployed E026 Civilian Employed Population 16 Years+ E027 Occupation -- Management, business, science, and arts E028 Occupation -- Service occupations E029 Occupation -- Sales and office occupations E030 Occupation -- Natural resources, construction & maintenance E031 Occupation -- Production, trans and material moving E033 Industry -- Agriculture Forestry Fishing & Hunting & Mining E034 Industry -- Construction E035 Industry -- Manufacturing E036 Industry -- Wholesale Trade E037 Industry -- Retail Trade E038 Industry -- Transportation & Warehousing & Utilities E039 Industry -- Information E040 Industry -- Finance & Insurance & Real Estate & Rental & Leasing E041 Industry -- Prof, Scientific, & Management & Admin & Waste Mgmt Svc E042 Industry -- Educational Services & Health Care & Social Assistance E043 Industry -- Arts, Entertainment, Recreation, Accommodation & Food Services E044 Industry -- Other Services Except Public Administration E045 Industry -- Public Administration E047 Class of Worker -- Private Wage & Salary Workers E048 Class of Worker -- Government Workers E049 Class of Worker -- Self-Employed, Not Inc Business Workers E050 Class of Worker -- Unpaid Family Workers E052 Total Households -- Income and Benefits -- Less Than $10,000 E053 Total Households -- Income and Benefits -- $10,000 to $14,999 E054 Total Households -- Income and Benefits -- $15,000 to $24,999 E055 Total Households -- Income and Benefits -- $25,000 to $34,999 E056 Total Households -- Income and Benefits -- $35,000 to $49,999 E057 Total Households -- Income and Benefits -- $50,000 to $74,999 E058 Total Households -- Income and Benefits -- $75,000 to $99,999 E059 Total Households -- Income and Benefits -- $100,000 to $149,999 E060 Total Households -- Income and Benefits -- $150,000 to $199,999 E061 Total Households -- Income and Benefits -- $200,000 or More E062 Median Household Income E063 Mean Household Income E064 Income and Benefits -- Households -- with Earnings E065 Income and Benefits -- Households -- with Earnings -- Mean Earnings $ E066 Income and Benefits -- Households -- with Social Security E067 Income and Benefits -- Households -- with Social Security -- Mean Social Security Income $ E068 Income and Benefits -- Households -- with Retirement Income E069 Income and Benefits -- Households -- with Retirement Income -- Mean Retirement Income $ E070 Income and Benefits -- Households -- with Supplemental Security Income E071 Income and Benefits -- Households -- with Supplemental Security Income -- Mean Supplemental Security Income $ E072 Income and Benefits -- Households -- with Cash Public Assistance Income E073 Income and Benefits -- Households -- with Cash Public Assistance Income -- Mean Cash Public Assistance Income $ E074 Income and Benefits -- Households -- with Food Stamp/Snap Benefits in the Past 12 Months E075 Income and Benefits -- Families E076 Income and Benefits -- Families -- Less than $10,000 E077 Income and Benefits -- Families -- $10,000 to $14,999 E078 Income and Benefits -- Families -- $15,000 to $24,999 E079 Income and Benefits -- Families -- $25,000 to $34,999 E080 Income and Benefits -- Families -- $35,000 to $49,999 E081 Income and Benefits -- Families -- $50,000 to $74,999 E082 Income and Benefits -- Families -- $75,000 to $99,999 E083 Income and Benefits -- Families -- $100,000 to $149,999 E084 Income and Benefits -- Families -- $150,000 to $199,999 E085 Income and Benefits -- Families -- $200,000 or More E086 Median Family Income E087 Mean Family Income E088 Per Capita Income E089 Nonfamily Households E090 Nonfamily Households -- Median Nonfamily Income E091 Nonfamily Households -- Mean Nonfamily Income E092 Median Earnings for Workers E093 Median Earnings for Male Full-Time Year-Round Workers E094 Median Earnings for Female Full-Time Year-Round Workers E095 Civ Noninst Population E096 Civ Noninst Population -- Health Insurance Coverage .. with Health Insurance Coverage E097 Civ Noninst Population -- Health Insurance Coverage ... with Private Health Insurance Coverage E098 Civ Noninst Population -- Health Insurance Coverage ... with Public Health Coverage E099 Civ Noninst Population -- Health Insurance Coverage .. no Health Insurance Coverage E119 Percent Families whose income past 12 months below poverty level E128 Percent All People whose income past 12 months below poverty level H001 Total Housing Units H002 Occupied Housing Units H003 Vacant Housing Units H004 Homeowner Vacancy Rate H005 Rental Vacancy Rate H007 Total Housing Units -- Units in Structure -- 1-Unit Detached H008 Total Housing Units -- Units in Structure -- 1-Unit Attached H009 Total Housing Units -- Units in Structure -- 2 Units H010 Total Housing Units -- Units in Structure -- 3 or 4 Units H011 Total Housing Units -- Units in Structure -- 5 to 9 Units H012 Total Housing Units -- Units in Structure -- 10 to 19 Units H013 Total Housing Units -- Units in Structure -- 20 or More Units H014 Total Housing Units -- Units in Structure -- Mobile Home H015 Total Housing Units -- Units in Structure -- Boat, RV, Van H017 Total Housing Units -- Year Built -- 2020 or later H018 Total Housing Units -- Year Built -- 2010 to 2019 H019 Total Housing Units -- Year Built -- 2000 to 2009 H020 Total Housing Units -- Year Built -- 1990 to 1999 H021 Total Housing Units -- Year Built -- 1980 to 1989 H022 Total Housing Units -- Year Built -- 1970 to 1979 H023 Total Housing Units -- Year Built -- 1960 to 1969 H024 Total Housing Units -- Year Built -- 1950 to 1959 H025 Total Housing Units -- Year Built -- 1940 to 1949 H026 Total Housing Units -- Year Built -- 1939 or earlier H037 Total Housing Units -- Rooms -- Median Rooms H046 Tenure -- Owner-Occupied H047 Tenure -- Renter-Occupied H048 Tenure -- Average Household Size of Owner-Occupied Unit H049 Tenure -- Average Household Size of Renter-Occupied Unit H051 Year Householder Moved into Unit -- 2021 or later H052 Year Householder Moved into Unit -- 2018 to 2020 H053 Year Householder Moved into Unit -- 2010 to 2017 H054 Year Householder Moved into Unit -- 2000 to 2009 H055 Year Householder Moved into Unit -- 1990 to 1999 H056 Year Householder Moved into Unit -- 1989 or earlier H058 Occ housing units -- No Vehicles Available H059 Occ housing units -- Vehicles Available -- 1 Vehicle Available H060 Occ housing units -- Vehicles Available -- 2 Vehicles Available H061 Occ housing units -- Vehicles Available -- 3 or More Vehicles Available H063 House Heating Fuel -- Utility Gas H064 House Heating Fuel -- Bottled Tank or LP Gas H065 House Heating Fuel -- Electricity H066 House Heating Fuel -- Fuel Oil Kerosene Etc. H067 House Heating Fuel -- Coal or Coke H068 House Heating Fuel -- Wood H069 House Heating Fuel -- Solar Energy H077 Occupants per Room -- 1.00 or Less H078 Occupants per Room -- 1.01 to 1.50 H079 Occupants per Room -- 1.51 or More H081 Value -- Less than $50,000 H082 Value -- $50,000 to $99,999 H083 Value -- $100,000 to $149,999 H084 Value -- $150,000 to $199,999 H085 Value -- $200,000 to $299,999 H086 Value -- $300,000 to $499,999 H087 Value -- $500,000 to $999,999 H088 Value -- $1,000,000 or More H089 Median Housing Value H090 Owner-Occupied Units H091 Mortgage Status -- Housing Units with a Mortgage H092 Mortgage Status -- Housing Units Without a Mortgage H126 Occupied Units Paying Rent H127 Gross Rent -- Less Than $500 H128 Gross Rent -- $500 to $999 H129 Gross Rent -- $1,000 to $1,499 H130 Gross Rent -- $1,500 to $1,999 H131 Gross Rent -- $2,000 to $2,499 H132 Gross Rent -- $2,500 to $2,999 H133 Gross Rent -- $3,000 or More H134 Median Rent Use VDA GIS for Further Analysis The Visual Data Analytics (VDA) Geographic Information System (GIS) was used to develop the above maps. You can use VDA GIS to develop variations of the maps; different intervals, colors, zooms, etc. There is nothing to install. VDAGIS tools and data have been developed and are updated/supported by Warren Glimpse/ProximityOne/Alexandria, VA USA and Takashi Hamilton/Tsukasa/Osaka, Japan. ProximityOne User Group .. goto top Join the ProximityOne User Group to keep up-to-date with new developments relating to metros and component geography decision-making information resources. Receive updates and access to tools and resources available only to members. Use this form to join the User Group. Support Using these Resources .. goto top Learn more about accessing and using demographic-economic data and related analytical tools. Join us in a Web session. No fee. Each informal session is focused on a specific topic. The open structure also provides for Q&A and discussion of application issues of interest to participants. Additional Information .. goto top ProximityOne develops geographic-demographic-economic data and analytical tools and helps organizations knit together and use diverse data in a decision-making and analytical framework. We develop custom demographic/economic estimates and projections, develop geographic and geocoded address files, and assist with impact and geospatial analyses. Wide-ranging organizations use our tools (software, data, methodologies) to analyze their own data integrated with other data. Contact ProximityOne (888-364-7656) with questions about data covered in this section or to discuss custom estimates, projections or analyses for your areas of interest. |
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