Liberty County

Liberty County is located in north-central Montana along the Canadian border, within the state’s Hi-Line region. Established in 1920 from portions of Hill and Toole counties, it developed as a sparsely settled agricultural area shaped by early 20th-century homesteading and railroad-era communities. The county is small in population, with roughly 2,000 residents in recent counts, and settlement is dispersed among small towns and farms. Its landscape consists largely of open plains and prairie, with dryland fields and grazing lands reflecting a semi-arid climate. The economy is primarily rural and resource-based, centered on wheat and other small grains, cattle ranching, and local services tied to agriculture. Cultural life reflects the rhythms of farming communities and cross-border northern plains influences. The county seat is Chester, which serves as the main administrative and service center.

Liberty County is a sparsely populated county in north-central Montana along the Hi-Line region, bordering Canada. The county seat is Chester, and the county is part of the Great Plains portion of the state.

Population Size

According to the U.S. Census Bureau QuickFacts for Liberty County, Montana, Liberty County had:

• Population (2020): 2,158
• Population (2023 estimate): Data is provided on QuickFacts; the most current figure should be taken directly from the linked Census table to avoid transcription discrepancies.

Age & Gender

According to the U.S. Census Bureau data portal (data.census.gov) and the county profile tables accessible through QuickFacts, Liberty County’s demographic profile includes:

• Age distribution: County-level age breakdown (including median age and major age brackets) is reported in Census profile tables.
• Gender ratio: County-level sex composition (male/female shares) is reported in Census profile tables.

For definitive figures by age bracket and sex, use the Liberty County geography filters in data.census.gov (commonly from American Community Survey profile tables) and reference the latest published 5-year dataset.

Racial & Ethnic Composition

According to U.S. Census Bureau QuickFacts, Liberty County’s race and Hispanic or Latino (of any race) statistics are reported as county-level shares based on Census/ACS releases. These values are published directly in the QuickFacts table for Liberty County and are also available through data.census.gov under county demographic profile products.

Household & Housing Data

According to U.S. Census Bureau QuickFacts, Liberty County household and housing indicators reported at the county level include commonly used measures such as:

• Number of households
• Average household size
• Owner-occupied housing rate
• Housing unit counts and related housing characteristics (as provided in the QuickFacts table)

Local government and planning resources are available through the Liberty County official website.

Liberty County, Montana is a large, sparsely populated rural county where long distances between households and limited last‑mile infrastructure tend to constrain always‑on internet access, shaping reliance on email and other online communication.

Direct county-level email usage statistics are not typically published; email adoption is therefore inferred from digital access proxies such as broadband and device availability reported by the U.S. Census Bureau (data.census.gov). Key indicators include broadband subscription rates and the share of households with a computer, which together describe the practical capacity to use webmail or client-based email. Age structure also influences adoption: older populations generally have lower rates of routine online account use, while working-age adults show higher uptake; Liberty County’s age distribution can be reviewed via U.S. Census Bureau QuickFacts for Liberty County. Gender distribution is usually not a primary constraint on email access; in most U.S. communities, male–female splits are modest relative to the effects of age and connectivity.

Connectivity limitations in rural Montana commonly include fewer fixed-line providers, higher per‑mile buildout costs, and coverage gaps; county context is available through the Liberty County government website.

Liberty County is in north-central Montana along the U.S.–Canada border. It is predominantly rural, with small population centers (including Chester, the county seat) and large agricultural areas on the plains. Long distances between towers, limited backhaul options, and weather-exposed infrastructure in open terrain are recurring factors that shape mobile coverage footprints and in-building signal quality in the county.

Key distinctions: network availability vs. adoption

Network availability refers to where mobile operators report service (coverage). Household adoption refers to whether residents subscribe to mobile service and use mobile broadband (usage). These measures do not move in lockstep: reported coverage can exist without high subscription rates, and subscriptions can exist with limited performance or reliability.

Mobile penetration or access indicators (adoption and subscription)

County-specific “mobile penetration” is not consistently published as a single metric, but several official datasets provide adoption indicators relevant to Liberty County:

• Household internet subscription and device access (county-level): The U.S. Census Bureau’s American Community Survey (ACS) provides county estimates for household internet subscriptions and device availability (including smartphone). These tables distinguish broadband types and include smartphone access as a device category. Relevant sources include the ACS 5-year tables available via data.census.gov and ACS documentation on computer and internet use from Census.gov (ACS).
  Limitation: ACS measures household access/subscription, not signal quality, coverage, or mobile network generation (4G/5G).

• State-level broadband adoption context: Montana statewide adoption and affordability context is summarized in state broadband planning materials. The state’s broadband office publishes planning documents and dashboards that provide statewide and regional context for adoption barriers (income, remoteness), accessible via the Montana State Broadband Office.
  Limitation: State or regional information does not substitute for Liberty County-specific adoption rates unless the state publishes a county breakout for the specific indicator.

Mobile internet usage patterns and network generations (availability)

4G LTE availability

• Primary source for coverage reporting: The Federal Communications Commission publishes provider-reported mobile broadband coverage through its Broadband Data Collection (BDC). FCC maps allow viewing reported 4G LTE availability by location and provider, via the FCC National Broadband Map.
• Interpretation: In rural counties such as Liberty, LTE coverage often concentrates along highways and near towns, with variable service quality in sparsely populated areas and at greater distances from towers.
  Limitation: FCC BDC mobile availability is based on provider filings and modeled predictions, and it represents where service is reported as available, not measured speeds at all times.

5G availability

• Where 5G is reported: The same FCC BDC map includes reported 5G availability layers (including 5G NR). In rural Montana counties, reported 5G presence may be limited to population centers and select corridors. The authoritative county-specific view is the location-based layer in the FCC National Broadband Map.
  Limitations:
  • County-level summaries can mask patchwork coverage. Location-level map inspection is needed for precise characterization.
  • “5G available” does not indicate whether it is low-band, mid-band, or high-band spectrum, which can materially affect speed and range.

Actual usage (performance and consumption)

• Measured performance data: The FCC’s mobile availability data is not a performance dataset. Publicly comparable, standardized county-level mobile performance metrics are not consistently available from federal sources. The most defensible distinction is that availability maps indicate reported service presence, while measured experience varies due to terrain, tower density, backhaul, and network load.
  Limitation: Without a county-specific measurement program (drive tests or crowdsourced datasets with transparent methodology), definitive statements about typical Liberty County mobile speeds are not supported by official county-level data.

Common device types (smartphones vs. other devices)

• Household device categories (county-level): ACS tables identify whether households have computing devices such as a smartphone, tablet, or desktop/laptop, and whether the household has an internet subscription. These estimates can be retrieved for Liberty County from data.census.gov.
• Interpretation for rural counties: ACS device statistics typically show smartphones as a common access device, while fixed computing devices remain important for work, school, and services that require larger screens.
  Limitation: ACS captures device presence in the household, not the primary device used, not the share of traffic by device type, and not the cellular generation (4G/5G) used by the device.

Demographic and geographic factors influencing mobile usage and connectivity

Geography, settlement pattern, and infrastructure economics (availability)

• Low population density and dispersed residences: Rural settlement patterns generally reduce the economic density that supports close-spaced tower grids, contributing to coverage gaps and weaker in-building reception outside town centers. Liberty County’s rural character can be verified through demographic profiles and population statistics in data.census.gov and general county information sources.
• Transportation corridors: Coverage is often strongest along major routes and around incorporated communities because towers are placed to maximize served population and travel demand.
• Backhaul constraints: In rural areas, tower backhaul may rely on limited fiber routes or microwave links, influencing peak-hour performance and the feasibility of rapid upgrades.

Demographics and household characteristics (adoption)

• Income and affordability: Household income distribution and poverty measures (ACS) are commonly associated with broadband subscription rates and reliance on mobile-only access. Liberty County-specific socioeconomic indicators are available through data.census.gov.
• Age structure: Older populations tend to have lower adoption of newer technologies on average, affecting smartphone uptake and mobile broadband usage. Age distribution for Liberty County is available through the ACS via data.census.gov.
• Educational attainment and digital engagement: Educational attainment correlates with internet use for work, education, and services; county estimates are available through the ACS on data.census.gov.

Practical county-level data sources for Liberty County (what each source supports)

• Reported mobile coverage (availability): FCC National Broadband Map (provider-reported 4G/5G availability by location; filters by provider/technology).
• Household internet subscription and device presence (adoption): data.census.gov (ACS 5-year estimates for Liberty County: internet subscription types and device categories including smartphone).
• State planning context (adoption barriers and broadband strategy): Montana State Broadband Office (statewide/regional context; county-level breakouts depend on the specific publication).

Data limitations specific to Liberty County

• No single official county metric for “mobile penetration”: Federal datasets typically provide household device/subscription indicators (ACS) and reported coverage availability (FCC), but not a unified county penetration rate combining subscriptions, unique users, and usage intensity.
• 5G characterization is limited without spectrum detail: FCC availability indicates presence of 5G service but does not inherently convey band type or typical user experience.
• Measured mobile performance is not consistently published at county resolution: Definitive countywide statements about typical download/upload speeds, latency, and reliability are not supported by a standard federal performance dataset at Liberty County granularity.

Liberty County is a sparsely populated rural county in north‑central Montana along the Canadian border, with Chester as the county seat. The local economy is strongly shaped by agriculture and rail activity, and residents are widely dispersed across small communities and ranchland—factors that generally correlate with heavier reliance on mobile connectivity, community Facebook groups, and messaging for local news and coordination compared with large‑metro patterns.

User statistics (penetration / active use)

• County-specific social media penetration: No reputable survey source publishes statistically robust, county-level social media penetration estimates for Liberty County due to its very small population base and survey sample limitations.
• Best-available benchmarks (U.S. and rural context):
  • U.S. adults using social media: About 7 in 10 U.S. adults use social media, according to Pew Research Center’s Social Media Fact Sheet.
  • Rural vs. urban usage: Social media use is widespread across community types, with rural adults only modestly lower than urban/suburban adults in many Pew measures; rural differences are more pronounced for certain platforms and for broadband access rather than basic adoption (see Pew’s platform-by-demographics tables and methodology notes).
• Practical interpretation for Liberty County: Overall social media participation is expected to be broadly comparable to rural U.S. patterns, with platform mix influenced by rural connectivity constraints and community information needs.

Age group trends (highest-using groups)

National survey patterns are the most reliable proxy for Liberty County’s age-skewed usage:

• Highest overall social media use: Adults ages 18–29 have the highest social media usage rates across platforms.
• High usage, shifting platforms: Ages 30–49 remain heavy users, typically with stronger adoption of Facebook and YouTube alongside Instagram.
• Lower overall usage: Ages 50–64 and 65+ show lower overall adoption, but still substantial use of major platforms, especially Facebook and YouTube. Source: Pew Research Center, Social Media Use by Age.

Gender breakdown

• Overall: Men and women report broadly similar overall social media use in Pew’s national tracking, but platform choice differs.
• Common platform skews (U.S. adults):
  • Women tend to be more likely than men to use Pinterest and are often slightly higher on Instagram in Pew’s demographic splits.
  • Men tend to be more likely than women to use Reddit and some other discussion-forward platforms. Source: Pew Research Center demographic breakdowns by platform.

Most-used platforms (with percentages where available)

County-specific platform shares are not published by major survey organizations; the most defensible figures are U.S.-level usage rates from Pew, which serve as a benchmark:

• YouTube: ~83% of U.S. adults
• Facebook: ~68%
• Instagram: ~47%
• Pinterest: ~35%
• TikTok: ~33%
• LinkedIn: ~30%
• WhatsApp: ~29%
• Snapchat: ~27%
• X (formerly Twitter): ~22%
• Reddit: ~22% Source: Pew Research Center, Social Media Fact Sheet (platform use).

Behavioral trends (engagement patterns / preferences)

Patterns below reflect rural-leaning behaviors observed in national research and common usage dynamics in low-density counties:

• Community information and local coordination: Facebook is typically the primary hub for community groups, local announcements, events, school updates, and informal commerce in rural areas, where alternative local media can be limited.
• Video as a universal format: YouTube’s very high reach makes it a key channel for how-to content, news clips, agriculture and equipment content, weather updates, and entertainment, aligning with rural practical-information use cases.
• Age-driven platform separation:
  • Younger adults show higher use of TikTok, Snapchat, and Instagram, with engagement concentrated in short-form video and direct messaging.
  • Older adults more often concentrate activity on Facebook (groups, sharing, local news) and YouTube. Source: Pew platform use by age.
• News and civic information exposure: Social platforms serve as a significant pathway to news nationally; usage varies by platform and age cohort. Source: Pew Research Center, Social Media and News Fact Sheet.
• Messaging and “private social” behavior: In smaller communities, day-to-day coordination often shifts from public posting to private messaging and group chats, especially for family networks, school activities, and local volunteer coordination; this aligns with broader national trends toward more private sharing modalities in social communication research.

Liberty County, Montana, family and associate-related public records primarily include vital records (birth and death), marriage and divorce records, and probate/guardianship filings. In Montana, birth and death certificates are maintained by the state rather than counties through the Montana Department of Public Health and Human Services, Office of Vital Records, with access governed by state eligibility rules and identification requirements (Montana Office of Vital Records). Adoption records are generally not public and are handled through courts and state processes, with restricted access.

Marriage licenses are typically issued and recorded locally by the county clerk/recorder function; recorded documents and indexes are commonly accessed through the Liberty County Clerk and Recorder’s office (Liberty County, Montana (official site)). District Court records for Liberty County (including divorces, some name changes, and certain family-related civil matters) are filed in Montana’s First Judicial District; public access is generally provided through the statewide court information portal (Montana Judicial Branch) and in-person at the courthouse during business hours.

Public databases vary by record type. Vital records requests are handled through the state; many court case registers are searchable online at the state level, while recorded land and related indexes are commonly available via the county office.

Privacy restrictions apply to birth/death certificates (certified copies limited to eligible requesters), adoption files (highly restricted), and certain court matters involving minors or sealed cases.

Types of records available

• Marriage licenses and marriage applications

  • Liberty County issues marriage licenses through the county clerk’s office (often titled Clerk of District Court in Montana counties).
  • The license record is the county’s primary marriage record. A completed license typically functions as the recorded proof of marriage once returned and filed.

• Divorce decrees

  • Divorces are handled as civil court cases in the Montana District Court for the county. The final Decree of Dissolution (divorce decree) becomes part of the district court case file maintained locally.

• Annulments

  • Annulments are also district court matters. The resulting judgment/decree is filed in the same manner as other district court civil case records.

• State-level vital record copies (marriage)

  • Montana maintains statewide marriage records through the Montana Department of Public Health and Human Services (DPHHS), Vital Records. This office issues certified copies of Montana marriage records based on the statewide registration system.

Where records are filed and how they can be accessed

• Marriage records (county filing)

  • Filed/maintained by: Liberty County clerk’s office responsible for vital recordings (commonly the Clerk of District Court).
  • Access methods: Requests are made directly to the Liberty County clerk’s office for local copies and searches; the state Vital Records office also provides certified copies based on statewide registration.

• Divorce and annulment records (court filing)

  • Filed/maintained by: Liberty County District Court (Montana District Court) case files, administered through the county Clerk of District Court.
  • Access methods: Copies of decrees and other documents are obtained from the clerk of the district court as part of the civil case record. Some docket-level information may be available through Montana’s court record access systems, while documents may require direct clerk requests depending on access status and redactions.

• State-level vital record copies (marriage)

  • Maintained/issued by: Montana DPHHS Vital Records.
  • Access methods: Certified copies are issued through the state vital records application process.

Typical information included in these records

• Marriage license / recorded marriage

  • Full legal names of both parties (including maiden name where applicable)
  • Date and county of license issuance; license number
  • Date and place of marriage (as returned on the completed license)
  • Officiant’s name/title and certification
  • Ages or dates of birth (varies by form and era), residences, and other identifying details commonly captured on the application
  • Witness information may appear depending on the form used

• Divorce decree (decree of dissolution)

  • Names of the parties; court and county; case number
  • Date of filing and date of decree
  • Findings/orders dissolving the marriage
  • Provisions addressing legal issues such as property division, debt allocation, spousal maintenance (alimony), and restoration of a former name where granted
  • Parenting plan terms, child support, and custody determinations where applicable (often with sensitive details limited or handled in ancillary filings)

• Annulment judgment/decree

  • Names of the parties; court and case identifiers
  • Date of judgment
  • Court findings declaring the marriage invalid/void/voidable under Montana law
  • Related orders on property, support, and parentage/parenting matters where applicable

Privacy or legal restrictions

• Marriage records

  • Certified copies issued by the state are subject to Montana vital records laws and identity/eligibility requirements. Public access commonly exists to basic marriage facts, while certified copies are controlled by statute and administrative rules.
  • Older records may be more readily accessible, while recent records are more likely to be restricted to eligible requesters when seeking certified copies.

• Divorce and annulment court records

  • District court case files are generally public records, but confidential information is restricted by law and court rule.
  • Courts may seal or restrict specific documents or entire case files by order.
  • Records involving minors, sensitive health information, financial account identifiers, and protected personal data may be redacted or filed as confidential attachments under Montana court rules.
  • Certified copies of decrees are obtained through the Clerk of District Court, and access to certain associated filings (such as detailed financial affidavits or sensitive parenting evaluations) may be limited even when the decree itself is available.

Liberty County is in north‑central Montana along the Canadian border, with its county seat in Chester and a small, widely dispersed population typical of the Northern Plains. The county’s communities are anchored by K‑12 schools and agriculture‑linked services, with residents often traveling to regional trade centers for specialized jobs, healthcare, and higher‑order retail.

Education Indicators

• Public schools (districts/campuses)

  • Liberty County is primarily served by small rural public school systems centered on Chester and nearby communities. Public school campus lists and current school names are most reliably confirmed through the districts’ official pages and the state directory, and may change with consolidation or grade‑sharing.
  • The most authoritative directory reference is the Montana Office of Public Instruction school/district listings (Montana Office of Public Instruction).
    Note: A countywide “number of public schools” is not consistently published as a single statistic; OPI’s directory is the standard source of record.

• Student‑teacher ratios and graduation rates

  • County‑specific student‑teacher ratios and on‑time graduation rates are not always published at the county level due to small cohort sizes and reporting suppression rules. District/school report cards maintained by the state provide the most recent official values for each local school.
  • Montana’s statewide K‑12 reporting framework and performance reporting are maintained by OPI, including graduation outcomes by district/school where reportable (OPI reporting and accountability resources).
    Proxy note: In very small rural districts, class sizes can vary substantially year‑to‑year; district‑level ratios are more meaningful than county averages.

• Adult educational attainment

  • Adult attainment is tracked through the American Community Survey (ACS). Liberty County typically shows a high share of adults with a high school diploma or equivalent and a lower share with a bachelor’s degree or higher than urban Montana counties, consistent with rural agricultural economies. The most recent standardized county profiles are available through the U.S. Census Bureau’s county data tools (U.S. Census Bureau data portal).
    Availability note: Exact, most‑recent percentages should be taken from the latest 5‑year ACS profile table for Liberty County due to small population sampling.

• Notable programs (STEM, vocational, AP)

  • Rural districts in this region commonly provide:
    • Career and Technical Education (CTE) pathways aligned with agriculture, mechanics, construction trades, and business skills (often supported through regional CTE networks).
    • Dual credit/college courses via Montana’s postsecondary partners and distance delivery.
    • Advanced Placement (AP) availability varies by district size and staffing; small districts more frequently use distance learning or blended models.
  • Program inventories are best verified via district course catalogs and state CTE references (Montana OPI Career & Technical Education).
    Proxy note: In sparsely populated counties, “notable programs” are often delivered through shared services, online instruction, and regional cooperatives rather than stand‑alone specialized academies.

• School safety measures and counseling resources

  • Montana districts generally implement standard K‑12 safety practices such as controlled entry procedures, visitor sign‑in, emergency operations plans, drills (fire/lockdown), and coordination with local law enforcement.
  • Counseling resources in small rural schools are commonly provided through school counselors serving multiple grades, with supplemental access via regional mental‑health providers and telehealth referrals. State‑level school safety guidance and student support frameworks are maintained through OPI (Montana OPI).
    Availability note: Staffing levels (counselor FTE) and specific safety infrastructure are typically reported by district rather than aggregated at the county level.

Employment and Economic Conditions

• Unemployment rate (most recent year available)

  • The most current official unemployment rates for Liberty County are published by the U.S. Bureau of Labor Statistics Local Area Unemployment Statistics (LAUS) and/or Montana’s labor market information program. Liberty County’s unemployment rate typically fluctuates with seasonal agricultural cycles and small labor force size. The most reliable county series is available via (BLS LAUS).
    Availability note: A single “most recent year” figure is source‑dependent (annual average vs. latest month). BLS LAUS provides both monthly and annual averages.

• Major industries and employment sectors

  • The county’s employment base is characteristically rural and includes:
    • Agriculture (crop and livestock) and agricultural support services
    • Local government and public education
    • Retail trade and basic services
    • Transportation/warehousing and repair services supporting farm operations and regional movement of goods
  • Sector composition and payroll employment detail are summarized in regional labor market products (BLS Mountain‑Plains regional resources) and Montana labor market information publications (state LMI portals commonly compile county profiles).

• Common occupations and workforce breakdown

  • Common occupational groupings in similarly situated rural Montana counties include:
    • Management and business owners/operators (farm/ranch operators and small business management)
    • Office/administrative support (school, county, and local services)
    • Transportation and material moving
    • Installation, maintenance, and repair (farm equipment, vehicles, facilities)
    • Sales and service (retail and hospitality at a small scale)
  • Detailed occupation counts are generally more stable at multi‑county commuting zones than at single sparsely populated counties; the Census Bureau’s ACS remains the standard source for county occupational distributions (ACS occupational tables).

• Commuting patterns and mean commute times

  • Commuting in Liberty County is typically dominated by personal vehicles, with limited public transit options common to rural counties.
  • Mean commute times and mode share (drive alone/carpool) are measured through ACS commuting tables for Liberty County (ACS commuting and travel time tables).
    Proxy note: Rural counties in north‑central Montana generally exhibit moderate average commute times with a subset of longer commutes to regional hubs for specialized employment.

• Local employment vs. out‑of‑county work

  • Out‑commuting is common in rural counties where job counts are limited relative to working‑age residents. The most consistent measurement of where residents work (county of workplace flows) is available through the Census Bureau’s commuting/LEHD products, including county‑to‑county flows (Census LEHD Origin‑Destination Employment Statistics).
    Availability note: Small‑area flow estimates can be subject to suppression or higher margins of error; multi‑year patterns are more reliable than single‑year changes.

Housing and Real Estate

• Homeownership rate and rental share

  • Liberty County housing is predominantly owner‑occupied, with a smaller rental market than metropolitan areas, reflecting single‑family housing prevalence and limited multifamily inventory.
  • The official homeownership and tenure shares are provided in ACS housing tables for Liberty County (ACS housing tenure tables).
    Availability note: Exact percentages should be taken from the latest ACS 5‑year profile due to small sample sizes.

• Median property values and recent trends

  • Median owner‑occupied home value is measured through ACS. In rural north‑central Montana, values have generally risen since 2020 in line with statewide trends, though county medians can shift with a small number of sales.
  • For standardized county medians, use ACS; for market trend context, the Federal Housing Finance Agency (FHFA) House Price Index provides regional/state appreciation benchmarks (FHFA House Price Index).
    Proxy note: Liberty County’s market is thin; year‑to‑year changes can reflect limited transaction volume rather than broad price movement.

• Typical rent prices

  • Typical gross rent levels are available via ACS gross rent tables; rural counties commonly show lower rents than Montana’s urban counties but can experience volatility due to limited supply.
  • The most consistent county rent medians are available from ACS (ACS median gross rent tables).
    Availability note: Reported medians may mask scarcity; advertised rents can deviate from ACS estimates in low‑inventory markets.

• Types of housing

  • Housing stock is dominated by:
    • Single‑family detached homes in Chester and smaller towns
    • Farmsteads and rural lots outside town limits
    • Limited small multifamily buildings and scattered rentals
  • ACS housing structure type tables provide the most recent breakdown (ACS housing structure type tables).

• Neighborhood characteristics (proximity to schools/amenities)

  • In small county seats like Chester, neighborhoods are typically walkable/short‑drive to the school campus, civic buildings, and basic retail, while rural residents rely on highway travel for services. Amenity concentration is highest near the town center and along primary routes.
  • County and municipal planning documents, where available, provide the most direct descriptions of land use and service nodes; in many small Montana counties, these materials are limited or embedded in county administrative pages.

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

  • Montana property taxes are based on taxable value, classification, and local mill levies, with effective rates varying by property class and local levies. County treasurer offices administer billing and collections, and statewide property tax administration is described by the Montana Department of Revenue (Montana Department of Revenue).
  • County‑level “average effective property tax rate” and “typical homeowner tax bill” are not always published as a single official county statistic; summaries are often derived from assessed values and levy information rather than a single standardized figure.
    Proxy note: In rural counties, typical tax bills vary widely between in‑town residential parcels and agricultural property classifications, and between newer versus older housing stock.