Clay County

Clay County is a small, rural county in far western North Carolina, situated in the Blue Ridge Mountains along the Georgia state line. It is part of the state’s Appalachian region and was established in 1861 from portions of Cherokee County, reflecting the area’s 19th-century reorganization of mountain jurisdictions. The county’s population is under 12,000, making it one of North Carolina’s least populous counties. Its landscape is defined by rugged ridgelines, forested slopes, and valleys shaped by the upper Hiwassee River watershed, with notable outdoor areas including the vicinity of Lake Chatuge. The local economy is centered on services, small businesses, construction, and tourism-related employment tied to seasonal residents and recreation, alongside a tradition of agriculture and forestry. Cultural life reflects Southern Appalachian heritage, including mountain crafts and community events. The county seat is Hayesville.

Clay County is a small, mountainous county in far western North Carolina, bordering Georgia and lying within the Appalachian region. The county seat is Hayesville; for local government and planning resources, visit the Clay County official website.

Population Size

According to the U.S. Census Bureau QuickFacts for Clay County, North Carolina, Clay County had:

• Population (2020): 11,089
• Population estimate (2023): 11,500

Age & Gender

According to the U.S. Census Bureau QuickFacts for Clay County, North Carolina:

• Persons under 18 years: 14.6%
• Persons 65 years and over: 32.2%
• Female persons: 50.9%
• Male persons: 49.1% (derived as the remainder of the sex distribution)

Racial & Ethnic Composition

According to the U.S. Census Bureau QuickFacts for Clay County, North Carolina (race alone unless noted; ethnicity is separate):

• White: 92.7%
• Black or African American: 0.8%
• American Indian and Alaska Native: 0.8%
• Asian: 0.6%
• Native Hawaiian and Other Pacific Islander: 0.0%
• Two or more races: 4.2%
• Hispanic or Latino (of any race): 2.8%

Household & Housing Data

According to the U.S. Census Bureau QuickFacts for Clay County, North Carolina:

• Households (2018–2022): 5,092
• Persons per household: 2.12
• Owner-occupied housing unit rate (2018–2022): 85.1%
• Median value of owner-occupied housing units (2018–2022): $242,900
• Median gross rent (2018–2022): $831
• Housing units (2020): 9,277

Clay County, North Carolina is a sparsely populated, mountainous county where rugged terrain and dispersed housing increase the cost and complexity of last‑mile internet buildout, shaping how residents access email and other digital communication.

Direct county-level email usage statistics are not routinely published; email adoption is commonly inferred from digital access proxies such as broadband subscriptions and device availability. The most consistent local indicators come from the U.S. Census Bureau (American Community Survey), including household broadband subscription status and computer ownership, which correlate with the ability to maintain email accounts and use webmail or apps. Age structure also influences likely email adoption: older age distributions tend to align with lower rates of adopting new digital services, while working-age shares support higher routine email use for employment, government, and commerce; county age distributions are available via ACS demographic tables. Gender distribution is generally a weak predictor of email use; local male/female composition is primarily descriptive and is also reported in ACS.

Connectivity constraints in Clay County are commonly discussed through broadband availability datasets such as the FCC National Broadband Map, which helps identify unserved/underserved areas affecting reliable email access.

Clay County is a small, predominantly rural county in far western North Carolina, bordering Georgia and located in the southern Appalachian Mountains. Its steep terrain, forest cover, and dispersed settlement pattern (low population density compared with North Carolina’s metropolitan counties) are structural factors that commonly constrain cellular coverage and mobile broadband performance, particularly outside town centers and along valleys and ridge lines. County context and basic geography are documented through official county and federal profiles such as the Clay County, NC government website and the county’s profile on Census.gov.

Key distinction: network availability vs. household adoption

• Network availability describes where mobile operators report service coverage and where regulators model/validate broadband availability (for example, reported 4G/5G coverage footprints).
• Household adoption describes whether residents actually subscribe to mobile service and use mobile broadband (for example, smartphone ownership, cellular data use, or “cellular-only” internet reliance).

County-level availability and county-level adoption are not always measured with the same granularity or in the same datasets. Clay County is covered by national datasets that describe availability, while adoption indicators are often best available at the state level or as multi-county survey estimates.

Mobile penetration / access indicators (adoption)

What is available at county scale

• Device and subscription adoption is not consistently published at the county level for specific indicators like smartphone ownership, share of residents with mobile data plans, or mobile-only internet reliance. The most widely cited adoption sources (for example, NTIA Internet Use Survey tables and Pew smartphone adoption) are typically national or state-level rather than county-specific.
• Census-derived “computer and internet” tables can be used to describe internet subscription types and device access, but county-level detail varies by table and margin of error. County profiles and ACS tables are accessed through Census.gov. Where available, these tables can indicate:
  • Households with an internet subscription (overall)
  • Households using cellular data plans as their internet subscription (when published for the chosen geography/table)
  • Households with a smartphone (sometimes available via detailed ACS subject tables, depending on the release and geography)

Limitations

• For Clay County, reliable, single-number “mobile penetration” rates (e.g., % of residents with a mobile subscription) are generally not published as an official county statistic in public datasets. Published adoption indicators are more often available for North Carolina as a whole, or for broader regions.

State-level adoption context (useful but not county-specific)

• The NTIA Internet Use Survey / Data Explorer provides North Carolina estimates on internet use, device types used to go online, and reliance on mobile connections, but it does not provide definitive county-specific values for Clay County.

Mobile internet usage patterns and network availability (4G / 5G)

County-relevant availability sources

• The primary federal source for broadband availability is the FCC’s Broadband Data Collection (BDC), which includes mobile and fixed availability layers and can be explored via the FCC National Broadband Map. This resource is used to distinguish:
  • 4G LTE and 5G availability as reported by mobile providers (availability is typically shown as coverage by technology)
  • Geographic variation within the county (coverage differences across roads, hollows/valleys, and mountainous areas)

General availability patterns in mountainous rural counties (Clay County–relevant constraints)

• 4G LTE is typically the baseline mobile broadband layer and is generally more geographically extensive than 5G in rural mountainous regions.
• 5G availability commonly concentrates along major roads and in/near population centers, with coverage gaps in rugged terrain and heavily forested areas. This is a physical propagation constraint and does not, by itself, indicate local adoption levels.

How to interpret “availability” vs. “service experience”

• FCC availability layers indicate where service is reported as available at a given technology level; they do not directly measure:
  • Indoor coverage reliability
  • Congestion at peak times
  • Location-specific signal obstruction from terrain
• For performance and testing context, county-level aggregations may be available through third-party measurement efforts, but official federal availability mapping for consumer reference is centered on the FCC map above.

Common device types (smartphones vs. other devices)

What can be stated with high confidence

• In the United States, smartphones are the dominant mobile device type for internet access and communications. This is consistently reflected in national surveys and federal summaries (for example, NTIA device-use estimates).

County-specific limitation

• A definitive breakdown for Clay County (smartphones vs. basic phones, tablets with cellular, mobile hotspots) is not commonly published as an official county statistic in public datasets.
• The most defensible local proxy for device/access patterns comes from Census/ACS device and subscription tables where available at county geography (via Census.gov), but those tables focus on household device presence and subscription types rather than “mobile phone model” categories.

Demographic and geographic factors influencing mobile usage in Clay County

Geography and terrain

• Clay County’s mountainous terrain influences:
  • Signal shadowing behind ridges
  • Reduced line-of-sight propagation
  • Greater need for more towers or strategically placed sites to achieve comparable coverage to flatter regions
    These factors primarily affect availability and quality, not adoption directly.

Rural settlement pattern

• Lower population density and dispersed housing patterns affect:
  • The economics of network buildout (fewer subscribers per tower site)
  • The likelihood that some areas rely on mobile broadband where fixed options are limited
    This relates to both availability (where networks are built) and adoption patterns (where households may rely on mobile data), but county-specific adoption rates require Census/ACS or survey estimates.

Population characteristics

• Age distribution, income, and housing characteristics influence household connectivity decisions and device access. The most authoritative local demographic baselines are from the U.S. Census Bureau’s county tables and profiles on Census.gov. These indicators are often used alongside broadband availability maps to contextualize:
  • Digital access constraints (income-related affordability pressures)
  • The prevalence of older residents who may have different device usage patterns than younger populations (a common pattern in national surveys, though not a county-specific conclusion without local survey data)

County and state planning context (official references)

• North Carolina’s statewide broadband planning and mapping efforts are commonly coordinated through state broadband resources and may include regional summaries relevant to rural western counties. Official state references are accessible via the North Carolina state broadband office.
• For federally standardized availability, the FCC National Broadband Map is the primary reference for distinguishing reported mobile network availability from subscription adoption.

Data limitations summary (Clay County–specific)

• Strongest county-level evidence for network availability: FCC BDC mobile availability layers (4G/5G) via the FCC map.
• County-level adoption indicators: Not consistently available for “mobile phone penetration” or smartphone ownership in a single definitive statistic; adoption is more reliably described using Census/ACS household device/subscription tables (where published at county geography) and state-level survey data (NTIA) for broader context.
• Device-type mix and mobile usage behaviors: Generally require survey data; county-specific figures are typically not published as official statistics for Clay County.

Clay County is a small, predominantly rural county in far southwestern North Carolina, bordering Georgia and anchored by the town of Hayesville. The area’s Appalachian geography, outdoor recreation economy (including the Hiwassee and nearby lakes), and older age profile relative to major North Carolina metros generally align with heavier reliance on Facebook and YouTube for local news, community updates, and video content, alongside lower adoption of newer platforms that skew younger.

User statistics (penetration / active use)

• No county-specific social media penetration survey for Clay County is publicly available from major national datasets; most reliable estimates are modeled at state or national levels rather than measured at the county level.
• National baseline: About 69% of U.S. adults report using at least one social media site, according to the Pew Research Center’s social media use report (2023). This national figure is commonly used as a benchmark when local survey data are unavailable.
• Broad rural context: Pew’s ongoing work consistently finds lower social media adoption among older adults and some platform differences by community type; Clay County’s rural and older-leaning demographics tend to track those national patterns rather than large-metro usage levels (see the same Pew Research Center summary).

Age group trends (who uses social media most)

Based on U.S. adult patterns from Pew Research Center (2023):

• 18–29: Highest usage across most platforms; especially strong on Instagram, Snapchat, and TikTok.
• 30–49: High overall usage; strong presence on Facebook, YouTube, and Instagram.
• 50–64: Moderate-to-high usage, concentrated on Facebook and YouTube.
• 65+: Lowest overall usage, but Facebook and YouTube remain the most used among those who do participate.

Clay County implication: With a rural profile and a comparatively older age structure than North Carolina’s largest urban counties, overall social media activity tends to skew toward Facebook and YouTube versus TikTok/Snapchat-dominant mixes.

Gender breakdown

From Pew Research Center (2023) platform-by-platform patterns:

• Women are more likely than men to use Pinterest and somewhat more likely to use Instagram.
• Men are more likely than women to use Reddit and some discussion-oriented platforms.
• Facebook and YouTube show relatively balanced usage by gender compared with more gender-skewed platforms.

Clay County implication: Gender splits are most visible on Pinterest (female-skew) and Reddit (male-skew), while countywide “mainstream” social use is expected to be driven by broadly shared platforms (Facebook/YouTube).

Most-used platforms (percentages where available)

National adult usage shares from Pew Research Center (2023):

• YouTube: 83%
• Facebook: 68%
• Instagram: 47%
• Pinterest: 35%
• TikTok: 33%
• LinkedIn: 30%
• WhatsApp: 29%
• Snapchat: 27%
• X (formerly Twitter): 22%
• Reddit: 22%

Clay County implication: The county’s platform mix typically concentrates on YouTube + Facebook for broad reach, with Instagram as a secondary channel and TikTok/Snapchat more concentrated among younger residents.

Behavioral trends (engagement patterns and preferences)

• Community information-sharing: Rural counties commonly rely on Facebook for community groups, event promotion, local service recommendations, and informal public-safety updates; this aligns with Facebook’s broad reach among U.S. adults (Pew).
• Video-first consumption: YouTube’s very high penetration nationally (83%) supports heavy use for how-to content, local and regional interest videos, and entertainment; it also functions as a search-adjacent discovery tool (Pew).
• Age-driven platform preference: Younger adults over-index on TikTok, Instagram, and Snapchat, while older adults concentrate activity on Facebook, shaping a split where cross-generational messaging performs best on Facebook and YouTube.
• Engagement style differences by platform: Facebook tends to produce more commenting and group discussion, Instagram more visual sharing and lightweight reactions, and YouTube more long-form viewing with episodic engagement (viewing sessions rather than frequent posting), consistent with platform-level usage patterns reported by Pew Research Center.

Clay County family-related public records are primarily maintained through the North Carolina vital records system and county courts. Birth and death certificates are vital records managed by the State of North Carolina and issued locally through the Clay County Register of Deeds and statewide through NCDHHS Vital Records. Marriage records are recorded by the Register of Deeds. Adoption proceedings are handled by the court system and are generally not public; access is restricted by state law and court order.

Associate-related public records (such as civil case filings, estate files, and some family-related court matters) are maintained by the Clay County Clerk of Superior Court. North Carolina provides statewide court-docket lookup through NC eCourts (availability varies by county and case type), and other court information is available through the North Carolina Judicial Branch.

Online access typically covers general office information, forms, and limited indexes; certified copies of vital records are commonly obtained in person or by mail through the Register of Deeds or through state vital records services. Privacy restrictions apply to confidential vital records and sealed court matters, particularly adoption and certain juvenile proceedings; identification and eligibility requirements may apply for certified copies.

Types of records available

Marriage records (licenses and certificates)

• Marriage license: Issued by the Clay County Register of Deeds. North Carolina marriage licenses are issued at the county level and are valid statewide for a limited period under state law.
• Marriage certificate/recorded license: After the marriage is performed, the executed license is returned and recorded by the Register of Deeds, creating the county’s official marriage record.

Divorce records (judgments/decrees and case files)

• Divorce judgment/decree: Divorce actions (absolute divorce and related judgments) are handled in the North Carolina District Court (Judicial Branch). The signed judgment becomes part of the court record for the case.
• Divorce case file: May include the complaint, summons, answers, motions, orders, judgment, and related filings, maintained by the Clerk of Superior Court for Clay County.

Annulment records

• Annulment orders/judgments: Annulments are court proceedings and are maintained as court records by the Clerk of Superior Court as part of the case file, similar to divorce matters.

Where records are filed and how they can be accessed

Clay County Register of Deeds (marriage)

• Records filed/maintained: Marriage licenses and recorded marriage documents.
• Access methods:
  • In-person requests and certified copies through the Clay County Register of Deeds office.
  • Some counties provide online index/search access; availability and coverage depend on county systems and digitization.
• Reference: Clay County Register of Deeds

Clay County Clerk of Superior Court (divorce and annulment)

• Records filed/maintained: Civil case records for divorce and annulment proceedings, including judgments and orders.
• Access methods:
  • In-person inspection and copies through the Clerk’s office, subject to court rules and confidentiality restrictions.
  • North Carolina’s statewide court record systems provide limited public access depending on record type; comprehensive access is typically through the clerk’s office.
• Reference: North Carolina Judicial Branch – Clay County Courthouse

North Carolina Vital Records (state-level access to marriage and divorce data)

• Scope:
  • Maintains state vital records and issues certified copies within state retention policies and eligibility rules.
  • For divorces, the state generally maintains a divorce certificate (a vital record summary) rather than the full court file; the full decree/judgment remains with the court.
• Reference: NC Vital Records

Typical information included in these records

Marriage license / recorded marriage record

Common elements include:

• Full names of both parties (and, depending on period and form, prior names)
• Ages or dates of birth
• Residence addresses and/or county/state of residence
• Place of birth (often state/country)
• Parents’ names (commonly collected on North Carolina marriage records)
• Date the license was issued and county of issuance
• Officiant name and authority; date and place of ceremony
• Filing/recording date, book and page or instrument number, and register’s certification for certified copies

Divorce decree/judgment (court record)

Common elements include:

• Caption (county, court division, file number), names of parties
• Type of action (e.g., absolute divorce), grounds as pleaded under North Carolina law
• Date filed and date of judgment; judge’s signature
• Orders and findings addressing matters requested in the action (may include name change; confirmation of separation period as applicable; incorporation of agreements when filed with the court)
• Separate orders may address equitable distribution, postseparation support/alimony, child custody, and child support; these may be in the same file but not always in the divorce judgment itself

Annulment order/judgment (court record)

Common elements include:

• Case caption, file number, party names
• Legal basis for annulment as determined by the court
• Findings of fact and conclusions of law (where applicable)
• Judgment declaring the marriage void/voidable and related orders

Privacy or legal restrictions

Marriage records

• Marriage records recorded by the Register of Deeds are generally treated as public records in North Carolina, with certified copies issued by the Register of Deeds or NC Vital Records.
• Identification and fee requirements apply for certified copies. Some modern records may have limited fields subject to redaction policies (for example, certain personal identifiers) under applicable state rules and agency procedures.

Divorce and annulment court records

• Court case files and judgments are generally public, but specific documents or information can be restricted by law or court order.
• Confidential or protected information can include:
  • Social Security numbers and certain personal identifiers (subject to redaction rules)
  • Protected addresses and contact information in cases involving domestic violence protective concerns
  • Sealed records or sealed filings by court order
  • Records involving juveniles or certain sensitive proceedings (custody and support filings may contain confidential information subject to court rules)
• Access to sealed portions requires legal authorization; copies may be provided with redactions consistent with North Carolina court policies and applicable statutes.

Vital records access limits

• Certified copies issued by NC Vital Records are subject to state eligibility rules, acceptable identification standards, and fees. The state’s divorce record product is typically a certificate rather than the full decree, which remains a court record held by the Clerk.

Clay County is a small, predominantly rural county in far western North Carolina, bordering Georgia and the Great Smoky Mountains region, with county seat Hayesville. The county’s population is relatively older than the North Carolina average and includes a sizable retiree and seasonal-home presence tied to mountain and lake communities (notably around Lake Chatuge). Recent profile figures referenced below primarily reflect the U.S. Census Bureau’s American Community Survey (ACS) 5‑year estimates and state administrative reporting where available.

Education Indicators

Public schools (count and names)

Clay County Schools is the sole traditional public school district in the county. The district’s main schools are:

• Clay County Elementary School
• Clay County Middle School
• Clay County High School

School listings and contacts are maintained by Clay County Schools and the state directory at the North Carolina Department of Public Instruction (NCDPI). (Public charter schools are not a major presence in-county; students also access regional options in neighboring counties.)

Student–teacher ratios and graduation rates

• Student–teacher ratio: Public, district-level student–teacher ratio is reported through state and federal school accountability datasets; county-specific ratios vary by year and school and are commonly published in district “report cards.” A consolidated, single Clay County ratio is not consistently reported in ACS; the most reliable source for official ratios is the NCDPI school and district reporting system (NCDPI data and reports).
• Graduation rate: North Carolina’s official cohort graduation rate is published annually by NCDPI. Clay County Schools’ graduation rate is available in the state’s district report card and graduation reporting (NCDPI graduation and dropout data). A single “most recent year” graduation percentage is not provided here because county-specific values change year-to-year and require pulling the latest published NCDPI district table.

Adult educational attainment (ACS)

ACS 5‑year estimates provide the standard county profile for adults age 25+:

• High school diploma or higher: ACS-reported share is the appropriate county indicator (exact percentage varies by the most recent 5‑year release).
• Bachelor’s degree or higher: ACS-reported share is the standard benchmark for degree attainment (also varies by the most recent 5‑year release).

The official county totals and percentages are available through the U.S. Census Bureau’s data.census.gov (tables typically used: S1501 Educational Attainment).

Notable programs (STEM, vocational training, AP)

• Advanced Placement (AP): AP course access is typically centered at Clay County High School; course offerings and participation are reflected in district high school course catalogs and school improvement plans.
• Career and Technical Education (CTE): Like other North Carolina districts, Clay County Schools participates in state CTE pathways (workforce-aligned courses and credentials). Program structure and concentrator/completer measures are reported through NCDPI CTE reporting (NCDPI Career and Technical Education).
• Community college/vocational access: Postsecondary and workforce training for residents is commonly served through nearby regional community colleges (service patterns are regional rather than solely in-county due to Clay’s small size).

A definitive, current list of specific STEM academies, specialized magnets, or all credential programs requires the most recent Clay County Schools publications (district website/school improvement plans) rather than ACS.

School safety measures and counseling resources

North Carolina districts generally implement:

• School resource officer (SRO) coordination, controlled access/visitor management, emergency drills, and state-required safety planning.
• Student support services including school counseling and referrals to regional mental health resources.

District-specific staffing levels (counselors, psychologists, social workers) and safety initiatives are documented in local district plans and NCDPI accountability/school report information (NCDPI school safety resources).

Employment and Economic Conditions

Unemployment rate (most recent year available)

Clay County unemployment is best taken from the Bureau of Labor Statistics’ Local Area Unemployment Statistics (LAUS) annual averages. The most current annual rate is published via the BLS LAUS program and is also redistributed in North Carolina by the state labor market information system (NC Commerce Labor Market Data). (A single numeric value is not stated here because it must be read from the latest annual table at publication time.)

Major industries and employment sectors (ACS)

For a rural mountain county with a significant retiree/visitor economy, the largest employment shares typically fall into:

• Educational services and health care/social assistance
• Retail trade
• Arts, entertainment, recreation, accommodation and food services
• Construction
• Public administration
• Manufacturing (generally smaller than in metro counties but present in regional supply chains)

The authoritative county breakdown by industry is in ACS S2403 Industry by Sex and Median Earnings or similar profiles on data.census.gov.

Common occupations and workforce breakdown (ACS)

The standard ACS occupational groupings for Clay County include:

• Service occupations
• Sales and office occupations
• Management, business, science, and arts occupations
• Natural resources, construction, and maintenance occupations
• Production, transportation, and material moving occupations

County percentages by occupation are available in ACS tables such as S2401 Occupation by Sex and Median Earnings at data.census.gov.

Commuting patterns and mean commute time

• Mean travel time to work: Reported by ACS (table S0801 Commuting Characteristics). Clay County’s rural geography and cross-county job access generally produce commutes that include travel to regional centers outside the county.
• Commuting mode: The county is primarily car-dependent, with most workers commuting by driving alone; walking, transit, and carpool shares are comparatively small in rural counties.

Local employment vs. out-of-county work

Clay County’s small employment base means a notable share of residents commute to jobs in nearby North Carolina counties (and in some cases across the Georgia line). The ACS “place of work” and commuting tables (notably S0801 and related residence-to-workflow products) are the standard sources for estimating the share working within versus outside the county.

Housing and Real Estate

Homeownership rate and rental share (ACS)

Clay County’s housing tenure is measured by ACS (table DP04 Selected Housing Characteristics):

• Owner-occupied share: Typically high relative to urban counties due to single-family and second-home patterns.
• Renter-occupied share: Smaller, with rental supply constrained by limited multifamily stock.

Exact current percentages are published in the most recent ACS 5‑year release at data.census.gov.

Median property values and recent trends

• Median value of owner-occupied housing units: Provided by ACS DP04.
• Recent trends: Mountain/lake rural markets in far western North Carolina experienced broad appreciation through 2020–2022, followed by more mixed conditions influenced by interest rates and inventory limits. County-specific price trend series are more reliably tracked by real estate market datasets than ACS; ACS reflects a rolling 5‑year estimate rather than monthly/annual market changes.

For transactional price trend context, county-level market summaries are often available through regional MLS reporting, while ACS remains the official federal statistical baseline.

Typical rent prices (ACS)

• Median gross rent: Available in ACS DP04 and rental-focused tables on data.census.gov. Clay County rents are shaped by limited year-round rental inventory and seasonal demand; ACS median gross rent is the standard comparable statistic.

Types of housing

Clay County’s housing stock is characterized by:

• Single-family detached homes and manufactured homes
• Cabins and seasonal/second homes, especially near Lake Chatuge and mountain recreation areas
• Limited multifamily/apartment stock, concentrated near the county seat and small commercial corridors
• Rural lots/acreage with dispersed settlement patterns

ACS DP04 provides counts by housing structure type (1-unit detached, 1-unit attached, 2–4 units, 5–9 units, etc.).

Neighborhood characteristics (proximity to schools/amenities)

• Development is concentrated around Hayesville and near lake-front and lake-access communities, where proximity to schools, county services, and retail is highest.
• Outlying areas are more rural, with longer drive times to schools, groceries, and healthcare. Accessibility is primarily via state highways and local roads rather than transit networks.

Property tax overview (rate and typical homeowner cost)

• Tax rate: Clay County property tax rates are set locally and expressed per $100 of assessed value; the official current rate is published by the county tax office and annual budget documents (Clay County government).
• Typical homeowner cost proxy: A reasonable, standardized proxy is median annual property taxes paid, reported by ACS DP04. This measure reflects what homeowners report paying and is comparable across counties, though it does not equal the statutory tax rate times median value due to exemptions, revaluations, and assessment timing.

Because local tax rates and revaluation cycles change, the most current rate should be taken from the county’s official tax publications, while ACS provides the most consistent countywide “typical paid” estimate.