Barber County

Barber County is located in south-central Kansas along the Oklahoma border. Established in 1867 and named for Union officer Thomas W. Barber, it developed as part of the Great Plains settlement era and remains closely tied to the agricultural regions of the state. The county is small in population, with roughly 4,200 residents in the 2020 census, and is characterized by low-density settlement and widely spaced communities. Medicine Lodge serves as the county seat and principal service center.

The landscape consists of open prairie and rolling terrain shaped by streams such as the Medicine Lodge River, supporting cattle ranching and crop production as major economic activities. Land use is largely rural, with limited industrial development and a public sector presence centered in the county seat. Community life is typical of the Plains, with local schools, churches, and civic organizations playing a central role in social and cultural activities.

Barber County is a rural county in south-central Kansas along the Oklahoma border, with its county seat in Medicine Lodge. It lies within Kansas’s agricultural plains region and is administered locally through county government in Medicine Lodge.

Population Size

According to the U.S. Census Bureau QuickFacts profile for Barber County, Kansas, the county-level page provides the most commonly cited headline population figure (and related demographic indicators) for recent years. Exact values should be taken directly from the QuickFacts table because the displayed figures update as the Census Bureau revises annual estimates.

Age & Gender

The Census Bureau QuickFacts table for Barber County reports:

• Core age distribution indicators (including the share under 18 and the share age 65 and older)
• Sex composition (male and female shares)

For age brackets beyond the standard QuickFacts indicators (for example, 5-year age bins), the authoritative county detail is available via the Census Bureau’s detailed tables and profiles on data.census.gov.

Racial & Ethnic Composition

County-level race and Hispanic/Latino ethnicity measures are published in the U.S. Census Bureau QuickFacts profile for Barber County, Kansas, typically including:

• Major race categories (e.g., White, Black or African American, American Indian and Alaska Native, Asian, and individuals reporting Two or More Races)
• Hispanic or Latino (of any race)

For official race/ethnicity detail aligned to decennial census tabulations and American Community Survey (ACS) releases, use the county geography filters on data.census.gov.

Household & Housing Data

The Census Bureau QuickFacts profile for Barber County reports common household and housing indicators such as:

• Number of households
• Owner-occupied housing rate
• Median value of owner-occupied housing units
• Median gross rent
• Basic housing stock counts (housing units)

For additional housing characteristics (e.g., year structure built, vacancies by type, household size distribution), the most complete county-level tables are available through data.census.gov using the appropriate ACS subject tables.

Local Government Reference

For local government and planning resources, visit the Barber County official website.

Barber County, Kansas is a sparsely populated rural county where long distances between towns and limited last‑mile infrastructure shape how residents access digital communication services such as email.

Direct county-level email usage statistics are not typically published, so broadband subscription, device access, and demographics serve as proxies. According to the U.S. Census Bureau (data.census.gov), the most relevant indicators for email adoption are household broadband subscription and computer access; lower levels of either generally constrain regular email use, while higher levels support it. Age composition also influences adoption: counties with larger older-adult shares tend to show lower uptake of some online communication behaviors than younger populations, making Barber County’s age distribution an important contextual factor in interpreting email access patterns (see ACS demographic profiles). Gender distribution is generally a weaker predictor than age and access constraints for basic email use, and is mainly relevant for interpreting digital-skills and labor-force context.

Connectivity limitations are primarily tied to rural network economics and coverage gaps; the FCC National Broadband Map documents service availability and technology types that affect reliability and speeds needed for consistent online communication.

Barber County is a sparsely populated, predominantly rural county in south‑central Kansas along the Oklahoma border (county seat: Medicine Lodge). The county’s low population density, large distances between towns, and a landscape dominated by open plains and river corridors tend to favor wide‑area macrocell coverage while making it less economical to densify networks with many small cells, a factor that commonly affects both mobile signal strength and mobile broadband capacity outside town centers.

Key terms: availability vs. adoption

• Network availability refers to where mobile providers report service (coverage footprints, technology generations such as LTE/5G).
• Adoption (household use) refers to whether residents subscribe to and actively use mobile service and mobile internet (including “cellular data plan” use), which depends on cost, device ownership, and digital skills in addition to coverage.

County-specific adoption metrics for mobile plans are limited; most adoption indicators are published at the state level or in multi-county survey geographies rather than for Barber County alone.

Mobile network availability (coverage) in Barber County

Reported 4G LTE availability

• 4G LTE is broadly present across Kansas, including rural counties, and is typically the baseline mobile broadband technology outside the largest metros. For Barber County specifically, the most authoritative public view of reported LTE footprints is provided through the FCC’s mapping tools.
• The FCC’s National Broadband Map provides location-based, provider-reported mobile broadband availability by technology and provider, which can be inspected within Barber County to distinguish coverage along highways and towns from more variable coverage in remote areas. See the FCC’s National Broadband Map.

Reported 5G availability

• 5G availability in rural Kansas is commonly uneven, with stronger presence near population centers and along major travel corridors, and gaps in remote areas. County-level precision requires using the FCC availability layers rather than general statewide statements.
• The FCC map is the primary source for provider-reported 5G availability at specific locations within the county: FCC National Broadband Map (mobile layers).

Important limitations of availability data

• FCC mobile availability reflects provider-reported coverage and does not directly measure indoor coverage quality, congestion, or performance at a given time.
• Availability data does not indicate subscription, device capability, or data-plan uptake.

Mobile internet usage patterns (adoption and use)

Household internet access indicators (mobile vs. other)

• The most widely used public indicator for internet adoption is the U.S. Census Bureau’s American Community Survey (ACS), which reports household internet subscription categories such as cellular data plan, cable/fiber/DSL, satellite, and “no internet.” Barber County figures can be retrieved via the ACS tables for the county.
• County-level ACS access tables are accessible through data.census.gov (search for Barber County, KS and ACS “Internet Subscription” tables). These data distinguish households with cellular data plans from other access types, which supports a direct adoption/usage indicator separate from coverage.

Typical 4G vs. 5G usage considerations

• Actual use of 5G depends on three interacting factors: (1) 5G coverage at the user’s location, (2) a 5G-capable device, and (3) a 5G-enabled plan. County-level statistics separating 4G vs. 5G usage are generally not published in official datasets.
• For a county-specific view of where 5G is reported to be available (a prerequisite for 5G use), the FCC availability layers remain the most direct public reference: FCC broadband map.

Common device types (smartphones vs. other devices)

What can be stated with public data

• At the county level, official public datasets more commonly describe internet subscription types (including cellular data plans) than they do device categories (smartphone vs. feature phone vs. tablet). Device-type breakdowns are typically derived from commercial surveys and are rarely published at the county level.
• The ACS can indicate whether a household has any internet subscription and whether that includes a cellular data plan, but it does not provide a direct, county-level measure of smartphone ownership. Source: U.S. Census Bureau (ACS via data.census.gov).

Practical implication for Barber County

• The most supportable county-level statement is that mobile connectivity for households is captured through “cellular data plan” subscription reporting, not explicit smartphone ownership. Any detailed smartphone-vs-feature-phone split is a data limitation at the county level using official sources.

Demographic and geographic factors influencing mobile usage and connectivity

Rural settlement pattern and population density

• Barber County’s low density and dispersed residences increase the average distance from towers, which tends to:
  • reduce indoor signal reliability in some locations (especially in fringe coverage areas),
  • increase dependence on fewer macrocell sites,
  • make capacity upgrades and dense 5G deployments less common outside towns.
• County demographic and housing distribution context is available through the Census Bureau’s county profiles and ACS: Census data tools.

Transportation corridors and town centers

• Coverage and performance are often stronger along highways and within/near towns where demand is concentrated and backhaul options are more feasible. Confirming the specific pattern within Barber County requires location-level inspection using the FCC map rather than generalized claims. Reference: FCC National Broadband Map.

Age structure, income, and affordability (adoption-side factors)

• Household adoption of mobile data plans is influenced by affordability and digital inclusion factors such as income, age distribution, and educational attainment. These variables are available at the county level from the ACS, but translating them into a quantified mobile-usage model requires analysis beyond what is directly tabulated.
• For county-level demographic indicators used in digital inclusion work, see ACS demographic tables via data.census.gov.

Kansas and federal planning resources relevant to Barber County

• The Kansas state broadband office and related state resources provide program context, planning documents, and statewide priorities that affect infrastructure investment, though they generally do not publish county-level mobile adoption statistics. Reference: Kansas Office of Broadband Development.
• The FCC provides the principal public, standardized source for comparing mobile availability across providers and technologies at fine geographic scales: FCC National Broadband Map.
• Basic county context (local geography, communities, and services) is available from the county’s official site: Barber County, Kansas official website.

Summary: what is known vs. limited at county level

• Known and verifiable at fine geographic scale: provider-reported 4G/5G availability by location within Barber County via the FCC map (availability only).
• Known and verifiable at county level (adoption proxy): ACS household internet subscription categories, including cellular data plan subscriptions, via the Census Bureau (adoption).
• Limited at county level in official public sources: direct measures of smartphone vs. non-smartphone device ownership and actual 4G vs. 5G usage shares among residents.

Barber County is a sparsely populated, south‑central Kansas county along the Oklahoma border, with key communities including Medicine Lodge (the county seat) and Kiowa. Its rural settlement pattern, agriculture and energy activity, and long travel distances to larger retail and service hubs tend to align local social media behavior with broader rural U.S. norms: heavy reliance on mobile connectivity, strong use of social platforms for community updates, and relatively lower adoption of some newer, youth‑skewing platforms compared with metropolitan areas.

User statistics (penetration and active use)

• Local, county-specific social media penetration figures are not published in major public datasets (most large surveys report state or national estimates rather than county-level). Barber County’s usage is therefore best characterized using U.S. rural benchmarks and Kansas context.
• Nationally, about 7 in 10 U.S. adults use social media per Pew Research Center’s Social Media Fact Sheet.
• In rural areas specifically, social media use is slightly lower than urban/suburban (Pew reports rural adults are less likely to use some platforms), consistent with patterns described in Pew Research Center’s “Social Media Use in 2021”.
• Broadband and smartphone access shape local participation; rural connectivity gaps remain a documented factor in Kansas and nationally (see Pew Research Center’s Internet/Broadband Fact Sheet).

Age group trends (highest-using groups)

• Across the U.S., usage is highest among younger adults, with Pew consistently finding the 18–29 group at the top and 65+ lowest across most platforms (details by platform in the Pew platform-by-platform tables).
• Rural counties with older age structures tend to show higher relative reliance on Facebook and lower relative adoption of platforms that skew younger (e.g., Snapchat, TikTok), reflecting the national age gradient.

Gender breakdown

• Pew’s platform tables show gender differences vary by platform rather than indicating a single uniform “male vs female” social media participation rate (for example, women are more likely than men to use Pinterest; some messaging/video platforms are closer to parity). Source: Pew Research Center’s Social Media Fact Sheet.
• In rural settings, gender differences commonly appear more in platform choice and content style (community groups, family updates, local commerce) than in overall access to social media.

Most-used platforms (U.S. adult shares; used as local proxies)

County-level platform shares are not reliably published; the following U.S. adult usage rates are widely cited and serve as the most defensible reference points for Barber County absent local surveys:

• YouTube: ~83% of U.S. adults
• Facebook: ~68%
• Instagram: ~47%
• Pinterest: ~35%
• TikTok: ~33%
• LinkedIn: ~30%
• X (formerly Twitter): ~22%
• Snapchat: ~27%
  Source: Pew Research Center’s Social Media Fact Sheet (latest available platform estimates).

Behavioral trends (engagement patterns and preferences)

• Community-information utility: Rural users commonly emphasize platforms that support community updates and local visibility, especially Facebook (groups/pages) for school activities, events, emergency notices, and local commerce. Pew documents Facebook’s broad reach, particularly among older adults, supporting this pattern (Pew platform tables).
• Video-first consumption: YouTube’s very high national penetration makes it a dominant channel for how‑to content, local-interest video, and entertainment across age groups (Pew: YouTube usage estimates).
• Age-driven platform split: TikTok/Snapchat/Instagram skew younger, while Facebook remains comparatively stronger for older cohorts; this tends to be amplified in counties with older populations because a larger share of residents falls into age brackets where Facebook and YouTube dominate (Pew: age-by-platform distributions).
• Mobile-oriented engagement: Rural users more often experience constraints from network quality and broadband availability, which generally increases reliance on smartphones and short-form or compressed content formats; Pew’s broadband research links rurality with different connectivity conditions (Internet/Broadband Fact Sheet).
• Practical discovery over brand-following: Engagement tends to be oriented toward local services, community recommendations, and peer sharing (events, buy/sell posts, local news links) rather than high-volume influencer ecosystems, consistent with rural audience patterns described across national research on platform use and demographics (Pew: Social Media Use in 2021).

Barber County family-related public records are maintained through a mix of state and county offices. Vital records (birth and death certificates) for Kansas are registered and issued by the Kansas Department of Health and Environment (KDHE), Office of Vital Statistics, rather than county offices. Certified copies are requested through KDHE’s Vital Records services (Kansas Vital Records (KDHE)). Adoption records in Kansas are generally handled through the courts and state systems and are commonly restricted from public access.

County-level records that can support family and associate research include marriage licenses, probate/estate filings, guardianships, and civil or criminal court cases maintained by the Barber County Clerk and Barber County District Court. Barber County provides local office contact information for in-person requests (Barber County, Kansas (official website)). Kansas court case access and some docket information are available through the Kansas Judicial Branch’s public access portal (Kansas Judicial Branch Public Access).

Public databases are limited for certified vital records; most access occurs via formal request processes. Court records availability varies by case type and confidentiality rules.

Privacy and restrictions commonly apply to certified birth and death records (identity verification and eligibility requirements) and to adoption, juvenile, and certain domestic matters, which may be sealed or partially redacted under Kansas law and court policy.

Types of records available

• Marriage records (licenses and certificates/returns)
  Barber County marriage documentation is created when a couple applies for a Kansas marriage license and the officiant returns the completed license after the ceremony. County-level records commonly include the marriage license application and the marriage return/certificate (proof the marriage was performed and recorded).

• Divorce records (decrees and case files)
  Divorces are handled as civil court cases. The court issues a Decree of Divorce (also called a journal entry or final decree), and the district court maintains the divorce case file (pleadings, orders, and related filings).

• Annulment records
  Annulments are also civil court cases. The court issues an order/decree of annulment, and the district court maintains the annulment case file in the same manner as other domestic relations cases.

Where records are filed and how they can be accessed

• Marriage records

  • Filed/recorded at: Barber County register of deeds office for local recording of marriage licenses and returns; statewide vital records are maintained by the Kansas Department of Health and Environment (KDHE), Office of Vital Statistics.
  • Access methods:
    • County level: Requests are typically made through the Barber County Register of Deeds for copies from county-recorded marriage documents.
    • State level: Certified copies are generally issued by KDHE Vital Statistics for marriages on file with the state.
  • Reference: KDHE Vital Statistics (marriage certificates) provides statewide ordering and eligibility rules: https://www.kdhe.ks.gov/1185/Vital-Records

• Divorce and annulment records

  • Filed/maintained at: Barber County District Court (Kansas 30th Judicial District) as part of the official court record.
  • Access methods:
    • Court clerk: Copies of decrees and other filings are obtained through the Barber County District Court Clerk’s office, subject to access restrictions and redactions required by law and court rules.
    • State level (verification/certified abstract): KDHE Vital Statistics maintains divorce event records for certain years and can issue certified copies/verification as authorized by Kansas law and KDHE policy.
  • Reference: Kansas Judicial Branch directory and information about district courts: https://www.kscourts.org
  • Reference: KDHE Vital Statistics (divorce records) ordering and eligibility rules: https://www.kdhe.ks.gov/1185/Vital-Records

Typical information included in these records

• Marriage license/application and recorded return

  • Full legal names of both parties (including prior/maiden names where reported)
  • Ages and/or dates of birth (as required at the time of filing)
  • Places of residence (often city/county/state)
  • Date and place of marriage ceremony
  • Name and title/authority of officiant and officiant’s signature
  • Names of witnesses (where required/recorded)
  • License/recording identifiers, filing dates, and recording book/page or instrument number

• Divorce decree and case file

  • Case caption (parties’ names), case number, court and county
  • Date of filing and date the decree was entered
  • Findings and orders dissolving the marriage
  • Orders addressing property division, debt allocation, spousal maintenance (alimony), and restoration of a former name (when granted)
  • Child-related orders when applicable (legal custody, parenting time, child support)
  • Related pleadings and orders may include motions, affidavits, settlement agreements, and child support worksheets (where filed)

• Annulment order and case file

  • Case caption, case number, court and county
  • Date of filing and date of the annulment order
  • Court findings that the marriage is void or voidable under Kansas law and the legal disposition of the marriage
  • Orders addressing property, support, and child-related issues when applicable
  • Related pleadings and affidavits included in the case file

Privacy or legal restrictions

• Marriage records

  • Marriage records are generally treated as public records at the county recording level, but access may be subject to standard administrative procedures, identification requirements for certified copies, and fee schedules.
  • State-issued certified copies are subject to KDHE eligibility rules and identity verification requirements.

• Divorce and annulment court records

  • Kansas court records are generally public, but access is limited for materials sealed by court order and for specific categories protected by law or court rule.
  • Confidential information (such as Social Security numbers, financial account numbers, and certain information involving minors) is subject to redaction requirements.
  • Some documents or exhibits may be restricted from public access, and electronic access may differ from in-person access through the clerk’s office.

• Vital records restrictions

  • KDHE Vital Statistics issues certified copies and verifications under Kansas statutes and KDHE administrative rules, which include identity verification requirements and limitations on who may receive certified copies for certain record types and time periods.

Barber County is in south-central Kansas along the Oklahoma border, with a small, primarily rural population centered on the county seat of Medicine Lodge and smaller communities such as Kiowa and Sharon. The county’s settlement pattern is characterized by low-density housing, long travel distances to services and jobs, and a school system that serves widely dispersed households.

Education Indicators

• Public schools (districts and schools)

  • Barber County is served primarily by two unified school districts:
    • USD 254 (Barber County North) — based in Medicine Lodge
    • USD 255 (South Barber) — based in Kiowa
  • School names vary over time due to consolidation and grade reconfiguration; the best-available public listing of active schools by district is maintained through the Kansas State Department of Education (KSDE) district and school directory (Kansas State Department of Education) and the districts’ official sites.

• Student–teacher ratios and graduation rates

  • Student–teacher ratio: County-specific ratios are typically lower than urban Kansas districts due to small enrollments; a consistent countywide single figure is not always published in a comparable way across sources. As a proxy, rural Kansas unified districts commonly fall in the low-to-mid teens students per teacher; this should be treated as a regional proxy rather than a county-certified value.
  • Graduation rates: Kansas graduation rates are reported annually by KSDE; the most comparable source for district graduation outcomes is the KSDE accountability reporting. Barber County’s graduation rates are therefore best represented at the district level rather than as a single countywide rate via KSDE’s public reporting (KSDE Kansas education data). A single “most recent” graduation percent for the county is not consistently published as one statistic across federal datasets.

• Adult education levels (attainment)

  • The standard county measures come from the U.S. Census Bureau American Community Survey (ACS) 5‑year estimates for educational attainment (population age 25+), accessible via data.census.gov.
  • Barber County’s adult attainment profile is typical of rural south-central Kansas: high school completion is the dominant credential, while bachelor’s degree or higher is a smaller share than statewide and metropolitan averages. The ACS table set (Educational Attainment) provides the county’s current percentages for:
    • High school diploma or equivalent (including GED)
    • Bachelor’s degree or higher

• Notable programs (STEM, vocational training, Advanced Placement)

  • In small rural districts, career and technical education (CTE) participation is commonly delivered through Kansas CTE pathways, often including agriculture, business/industry, health science, and skilled trades; program availability varies by district and year. Kansas CTE framework information is maintained by KSDE (KSDE Career Technical Education).
  • Advanced Placement (AP) and dual credit offerings in rural districts tend to be limited but present, frequently supplemented by online coursework or partnerships; the most reliable confirmation is through district course catalogs and KSDE reporting rather than a single county dataset.

• School safety measures and counseling resources

  • Kansas public schools generally implement visitor controls, secured entrances, emergency operations planning, drills, and coordination with local law enforcement; specific measures vary by building.
  • Student support typically includes school counselors (often shared across grades/buildings in smaller districts) and referral pathways to regional behavioral health providers. Formal statewide school-safety guidance and student-support frameworks are disseminated through KSDE resources (KSDE). A countywide inventory of building-level safety hardware and staffing levels is not consistently published in a single public dataset.

Employment and Economic Conditions

• Unemployment rate (most recent year available)

  • The most recent official unemployment rates for counties are published by the U.S. Bureau of Labor Statistics (LAUS) and Kansas agencies that distribute LAUS series. County unemployment varies month-to-month; the latest annual average is available through BLS/LAUS county data tools (BLS Local Area Unemployment Statistics).
  • Barber County’s unemployment rate is generally low to moderate compared with national averages, with volatility typical of small labor markets; an exact single value should be taken from the current LAUS annual average series.

• Major industries and employment sectors

  • The county’s employment base is characteristic of rural Kansas, with concentrations in:
    • Local government and education (schools, county/city services)
    • Health care and social assistance (critical access/regional care providers)
    • Retail trade and accommodation/food services (local-serving businesses)
    • Agriculture and related services (farming, ranching, support activities)
    • Construction and transportation (regional contracting, freight/service work)
  • The most comparable sector breakdowns are available through ACS industry-by-occupation tables on data.census.gov and through regional labor-market profiles from Kansas labor agencies.

• Common occupations and workforce breakdown

  • Common occupational groups in rural counties like Barber typically include:
    • Management and office/administrative support
    • Sales and related
    • Healthcare practitioners/support
    • Education/training/library
    • Transportation/material moving
    • Construction/extraction and installation/repair
    • Farming, fishing, and forestry (smaller share, but locally significant)
  • Occupational distributions are most consistently reported via ACS occupation tables at the county level (ACS occupation data).

• Commuting patterns and mean commute times

  • Rural counties generally exhibit high auto dependence, limited public transit, and commutes that reflect travel to regional job centers.
  • The mean travel time to work and commuting modes (drive alone, carpool, work from home) are reported by the ACS for Barber County (ACS commuting characteristics). Mean commute time in similarly situated rural Kansas counties commonly falls in the ~15–25 minute range, used here as a regional proxy pending the current ACS point estimate.

• Local employment versus out-of-county work

  • Out-of-county commuting is common in rural Kansas due to limited local job density. The most standardized measure of local versus external commuting flows is provided through the U.S. Census Bureau LEHD Origin–Destination Employment Statistics (LODES), which maps where residents work versus where jobs are located (LEHD/LODES commuting flow data).
  • Barber County typically shows a net outflow of workers for specialized jobs and a local core in public services, schools, health care, and local retail/services.

Housing and Real Estate

• Homeownership rate and rental share

  • Barber County’s tenure profile is predominantly owner-occupied, consistent with rural Kansas. The official county split (owner-occupied vs renter-occupied) is provided by the ACS housing tenure tables (ACS housing tenure).

• Median property values and recent trends

  • The ACS median value of owner-occupied housing units is the standard comparable measure for county-level home values (ACS home value estimates).
  • In rural Kansas counties, median values are generally well below statewide metro counties, with appreciation trends typically steady but slower than high-growth regions; this is a regional pattern proxy and should be validated with the county’s current ACS median and assessed value trends.

• Typical rent prices

  • The ACS median gross rent is the standard county metric (ACS rent estimates).
  • Rural markets like Barber County generally have lower median rents than Wichita/Johnson County metros, with limited multifamily inventory; exact medians vary year to year in small samples and are best taken directly from the latest ACS 5‑year estimate.

• Types of housing

  • The housing stock is dominated by:
    • Single-family detached homes in Medicine Lodge, Kiowa, and smaller towns
    • Manufactured homes (a common rural component)
    • Farmhouses and rural residences on acreage
    • A limited share of apartments/duplexes concentrated in the largest towns
  • Housing type distributions (single-unit vs multi-unit vs mobile home) are available via ACS structural characteristics tables (ACS housing structure type).

• Neighborhood characteristics (proximity to schools or amenities)

  • In Medicine Lodge and Kiowa, residential neighborhoods tend to be close to schools, local clinics, grocery/convenience retail, and civic services due to compact town footprints.
  • Outside town limits, residences are more dispersed, with longer drive times to schools and services and greater reliance on highways and county roads.

• Property tax overview (average rate and typical homeowner cost)

  • Kansas property tax burdens are driven by assessed valuation and local mill levies (county, city, school, and special districts). County-level effective rates and typical tax bills vary by jurisdiction and assessed value.
  • The most standardized public references for Kansas property tax structure and local levy rates are available through the Kansas Department of Revenue and county appraiser/treasurer publications; state overview materials are available via Kansas Department of Revenue.
  • A single “average property tax rate” for Barber County is not consistently presented as one authoritative figure across datasets; the most comparable proxy is the effective property tax rate and median real estate taxes paid from ACS (Real Estate Taxes) tables on data.census.gov.