Le Flore County is located in southeastern Oklahoma, bordering Arkansas to the east and anchored by the Ouachita Mountains and the western edge of the Arkansas River Valley. Created at statehood in 1907 from former Choctaw Nation territory, the county reflects a mix of Native American and regional frontier history. It is mid-sized in population, with roughly 50,000 residents, and is characterized by a largely rural settlement pattern with small towns and a few larger communities along major highways. The landscape is heavily forested and mountainous, with extensive public lands and outdoor-oriented land use. Economic activity includes forestry and wood products, agriculture, local services, and transportation-related commerce, with some tourism tied to nearby lakes and scenic areas. Cultural life includes strong tribal presence and traditions as well as ties to the broader culture of the Arkansas-Oklahoma border region. The county seat is Poteau.

Le Flore County Local Demographic Profile

Le Flore County is in southeastern Oklahoma, bordering Arkansas and including communities such as Poteau and parts of the Ouachita Mountains region. For local government and planning resources, visit the Le Flore County official website.

Population Size

According to the U.S. Census Bureau QuickFacts for Le Flore County, Oklahoma, the county’s population was 48,579 (2020 decennial census).

Age & Gender

The U.S. Census Bureau QuickFacts provides the following age and gender indicators for Le Flore County (latest values shown on the QuickFacts page):

  • Age distribution: Shares for major age groups are reported on QuickFacts under “Age and Sex” (for example, under 18, 65 and over, and related age measures such as median age when available for the county).
  • Gender ratio: QuickFacts reports female persons (%) for the county under “Age and Sex.”

Exact percentages for each age group and the female share vary by release/update and are published directly on the QuickFacts table for the county.

Racial & Ethnic Composition

The U.S. Census Bureau QuickFacts table reports race and ethnicity shares for Le Flore County, including:

  • White alone (%)
  • Black or African American alone (%)
  • American Indian and Alaska Native alone (%)
  • Asian alone (%)
  • Native Hawaiian and Other Pacific Islander alone (%)
  • Two or more races (%)
  • Hispanic or Latino (%) (ethnicity, may be of any race)

These values are presented as percentages of the county population on the QuickFacts page.

Household & Housing Data

The U.S. Census Bureau QuickFacts table includes county-level household and housing indicators such as:

  • Households (number) and persons per household
  • Owner-occupied housing unit rate (%)
  • Median value of owner-occupied housing units
  • Median gross rent
  • Housing units (number) and selected housing characteristics (as available in the QuickFacts table)

All household and housing figures are published in the county’s QuickFacts profile and reflect the Census Bureau’s most current releases displayed there.

Email Usage

Le Flore County’s mountainous terrain (Ouachita Mountains), dispersed rural settlements, and limited last‑mile infrastructure reduce service density, making consistent internet access—and therefore routine email use—more uneven than in urban Oklahoma.

Direct, county-level email-usage statistics are not generally published; email adoption is typically inferred from digital access proxies such as household broadband subscriptions and computer availability from the U.S. Census Bureau (data.census.gov) and related American Community Survey tables. In practice, higher broadband and computer access correlate with higher likelihood of regular email use.

Age structure is a key driver: older populations tend to show lower rates of new digital adoption and higher reliance on assisted access, while working-age adults show higher dependence on email for employment, school, and government communication. County age distributions are available via the U.S. Census Bureau QuickFacts for Le Flore County.

Gender distribution is generally less predictive of email adoption than age and connectivity; local male/female shares can be referenced in QuickFacts.

Connectivity limitations are reflected in broadband coverage and availability reporting from the FCC National Broadband Map.

Mobile Phone Usage

Le Flore County is in far eastern Oklahoma along the Arkansas border and includes the county seat of Poteau and the larger city of Spiro. Much of the county is rural and mountainous/forested in the Ouachita Mountains (including areas near the Talimena Scenic Drive), with lower population density outside a few towns. This terrain and settlement pattern tends to increase the cost and complexity of building dense mobile networks and can contribute to coverage gaps, especially in valleys and remote areas.

Key distinction: network availability vs. adoption

  • Network availability (supply-side) describes where mobile operators report service (voice/LTE/5G) as “available.”
  • Adoption (demand-side) describes whether households actually subscribe to mobile service, own smartphones, and use mobile broadband in daily life.

County-specific adoption metrics are generally less granular than availability maps; much of the publicly comparable adoption data is published at the county level for “internet subscription” but not always specifically for “mobile-only” use.

Mobile penetration and access indicators (adoption)

Household internet subscription (county-level proxy)

The most consistently available county-level indicator related to mobile access is the U.S. Census Bureau’s American Community Survey (ACS) measure of household internet subscriptions, which includes cellular data plans as a subscription type, alongside cable/fiber/DSL/satellite and “internet without a subscription.” This is a proxy for connectivity adoption rather than strictly “mobile penetration.”

  • Official definitions and tables are available via the U.S. Census Bureau’s internet subscription guidance and ACS data portals (see Census.gov computer and internet use and data.census.gov).
  • County-level estimates can be extracted for Le Flore County using ACS tables focused on:
    • Presence and type of internet subscription
    • Computer and smartphone access in the household
    • No internet subscription

Limitation: ACS internet measures do not directly report “mobile penetration” as a percentage of individuals with a mobile phone. They also do not reliably separate “mobile-only household internet dependence” from households that have both mobile and fixed broadband.

Device ownership (smartphone vs. other devices)

ACS publishes household device categories such as smartphone, computer, and related access measures, which can be used to describe device mix at the county level.

Limitation: ACS device measures are household-based (not per-person), and do not enumerate feature phones versus smartphones directly beyond the “smartphone” household category.

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

4G LTE availability (reported coverage)

Le Flore County is covered by multiple nationwide operators in population centers and along major transportation corridors, with coverage becoming more variable in mountainous/forested sections and sparsely populated areas. The most comparable public source for reported mobile broadband availability is the FCC’s Broadband Data Collection (BDC).

The FCC map supports filtering by:

  • Mobile broadband providers
  • Technology generation and performance parameters
  • Location-based availability

Limitation: FCC availability is based on provider-reported (and challengeable) datasets and represents “service is available here,” not “residents subscribe here” or “performance is consistent here.”

5G availability (reported coverage)

5G in rural eastern Oklahoma tends to be:

  • Concentrated around towns and along highways where backhaul and tower density support newer deployments
  • More limited or inconsistent in rugged terrain areas

County-specific, neighborhood-level 5G footprints are best represented through:

  • The FCC National Broadband Map (provider-reported)
  • Provider coverage viewers (useful for a second reference, but not standardized for cross-provider comparison)

Limitation: Public sources generally do not provide county-level statistics for “share of users on 5G” or “5G adoption” in Le Flore County; availability mapping does not equal active 5G usage.

Common device types used for connectivity

Smartphones

In most U.S. counties, smartphones are the dominant personal mobile device used for voice, messaging, navigation, and internet access. For Le Flore County, the best county-retrievable indicators are:

  • ACS household smartphone availability and internet subscription types via data.census.gov.

Other devices (tablets, hotspots, fixed wireless receivers)

  • Tablets and laptops often connect through Wi‑Fi, sometimes tethered to smartphones or dedicated mobile hotspots.
  • In rural areas, fixed wireless and satellite can substitute for limited fixed wired broadband, but these are not “mobile phone” services even when wireless is involved.

Limitation: County-level public datasets seldom break out dedicated hotspot ownership or tethering prevalence; these behaviors are usually measured in private market research rather than official county statistics.

Geographic and demographic factors shaping mobile usage in Le Flore County

Terrain and land cover

  • The Ouachita Mountain terrain, forest cover, and ridgelines can affect signal propagation and require more sites to provide consistent coverage compared with flatter areas.
  • Coverage and performance can vary substantially over short distances in mountainous regions.

Network availability is best validated at fine geographic scales using the FCC National Broadband Map, which reflects provider-reported service by location.

Rural settlement pattern and population density

  • Lower density outside Poteau, Spiro, and other small towns reduces commercial incentives for dense cell-site deployment.
  • Rural counties often experience more reliance on mobile service where wired broadband options are limited, but county-specific “mobile-only” dependence must be measured using survey tables rather than inferred.

County demographics and density are available from the U.S. Census Bureau (see Census QuickFacts and data.census.gov).

Income, age, and educational attainment

At the county level, these variables correlate with:

  • Smartphone ownership and replacement cycles
  • Subscription rates and the likelihood of maintaining both fixed broadband and mobile data

County demographic profiles can be sourced from ACS via data.census.gov.

Limitation: Official public data typically links demographics to “internet subscription and device access” rather than directly to “4G/5G usage intensity” or “mobile data consumption.”

Public sources commonly used for Le Flore County connectivity documentation

Data limitations specific to mobile usage at the county level

  • Mobile phone “penetration” (per-person subscriptions) is rarely published at the county level in official datasets; most standardized public metrics are household-oriented (ACS) or provider availability-oriented (FCC).
  • 5G usage (actual share of connections on 5G) is not typically available at county resolution from official public sources; FCC maps show reported availability, not utilization.
  • Provider-reported coverage does not capture real-world variability due to indoor signal loss, device capability, network congestion, and terrain shadowing; these factors are significant in mountainous rural areas.

This combination of FCC availability mapping (supply) and Census household subscription/device indicators (demand) provides the most defensible public framework for describing mobile connectivity in Le Flore County while maintaining a clear separation between network availability and actual adoption.

Social Media Trends

Le Flore County is in southeastern Oklahoma along the Arkansas border, with Poteau and Heavener as key population centers and proximity to the Ouachita Mountains and outdoor destinations that support a mix of local-community and tourism-driven communication needs. The county’s rural-to-small-town settlement pattern and commuting ties to nearby micropolitan areas generally align its digital and social media behaviors more closely with “rural U.S.” patterns than with large-metro benchmarks.

User statistics (penetration and activity)

  • Local (county) social media penetration: No major survey publishes platform penetration estimates specifically at the county level for Le Flore County. County-specific measurement typically requires proprietary panels or platform ad-audience tools, which vary by methodology and are not directly comparable to survey-based estimates.
  • Best available benchmark for interpretation (U.S. adults): About 69% of U.S. adults use at least one social media site, according to Pew Research Center’s Social Media Fact Sheet. This is a widely cited baseline for overall adult social platform use.
  • Rural context indicator: Pew’s internet and technology reporting consistently finds lower adoption and different usage intensity in rural areas relative to urban/suburban areas; this is relevant context for Le Flore County’s settlement pattern (see Pew’s broader Internet & Technology research).

Age group trends (who uses social media most)

Based on Pew’s U.S. adult patterns (Pew social media use by age), age is the strongest predictor of social media adoption:

  • Highest overall usage: Ages 18–29 (highest rates across most major platforms).
  • Next-highest: Ages 30–49, typically strong usage, with heavier representation on Facebook and Instagram than older groups.
  • Lower usage: Ages 50–64 (moderate), and 65+ (lowest overall, though Facebook remains comparatively common).

Gender breakdown

County-specific gender splits are not published by major public surveys; however, national patterns show consistent differences by platform:

  • Overall social media use: Pew reports men and women are similarly likely to use social media in general (platform-specific gaps are more pronounced than overall gaps). Source: Pew Research Center.
  • Platform tendencies (national): Women tend to over-index on visually oriented and communication-oriented platforms (notably Pinterest and, to a lesser extent, Instagram), while men tend to over-index on some discussion- and video-centric platforms; these are recurring patterns in Pew platform tables.

Most-used platforms (percentages where available)

No public dataset provides Le Flore County platform shares; the most reliable public percentages are national adult benchmarks from Pew:

Behavioral trends (engagement patterns and preferences)

Public, county-level behavioral telemetry is not generally available; the most defensible characterization uses national behavioral findings plus rural-community context:

  • Video consumption is dominant: YouTube is the broadest-reach platform among U.S. adults (Pew), supporting “how-to,” local news clips, sports, weather, and entertainment viewing patterns that commonly serve rural audiences where local information travels via shareable video and posts.
  • Facebook remains a local-information hub: Nationally high Facebook reach (Pew) aligns with common local use-cases in non-metro counties: community groups, school and sports updates, local government announcements, faith/community events, buy/sell listings, and peer-to-peer recommendations.
  • Age-linked platform clustering: Younger adults concentrate more activity on Instagram, TikTok, Snapchat, and YouTube, while older adults concentrate more on Facebook and YouTube (Pew). This typically yields parallel “local networks” by age, with Facebook Groups skewing older and short-form video skewing younger.
  • Engagement style differences by platform: Short-form video platforms (notably TikTok and Instagram) are associated with higher frequency passive consumption and algorithmic discovery, while Facebook tends to center on known-network interactions (comments/shares within community ties). These patterns are consistent with national platform design and usage reporting summarized in Pew’s platform fact sheets.

Family & Associates Records

Le Flore County family and associate-related public records include vital records (birth and death certificates) maintained at the state level by the Oklahoma State Department of Health, Vital Records Service rather than by the county clerk. Certified copies are requested through the state, with service information posted at Oklahoma Vital Records. Marriage licenses and divorce case filings are recorded and maintained locally through the Le Flore County Clerk (recording/issuance functions), while court case records, including divorces, guardianships, and some adoption-related dockets, are handled through the Oklahoma State Courts Network (OSCN) docket search and the district court.

Property, probate, and other recorded instruments that can document family relationships (deeds, liens, some probate filings) are accessed through the County Clerk’s recording office; land ownership and parcel information is also available through the Le Flore County Assessor.

Public databases vary by record type: statewide court dockets are searchable online via OSCN, while certified vital records generally require a formal request. Privacy restrictions apply: Oklahoma birth and death certificates have access limits; adoption records are generally sealed; some court records contain redactions or restricted access by statute or court order.

Marriage & Divorce Records

Types of records available

  • Marriage licenses (and related marriage records)
    Le Flore County creates and maintains county-level marriage records through the issuance of marriage licenses. The county clerk’s office typically holds the license application and the returned/recorded license (often treated as the marriage record once filed).

  • Divorce decrees (and related divorce case records)
    Divorces are handled as civil court cases in the District Court. The final outcome is documented in a Decree of Dissolution of Marriage (divorce decree) and associated filings (petition, summons, temporary orders, settlement agreements, parenting plans, support orders, and docket entries).

  • Annulments
    Annulments are also handled through the District Court as civil actions. The final order is generally an Order/Decree of Annulment with related case filings similar in structure to divorce case records.

Where records are filed and how they can be accessed

  • Marriage records (county filing)

    • Filed/recorded with: Le Flore County Clerk (the county’s recording and vital record–related marriage filing office).
    • Access methods: In-person requests through the county clerk’s office are the standard access route. Some Oklahoma counties also provide paid or subscription-based land/records portals for certain recordings; availability and coverage vary by county.
  • Divorce and annulment records (court filing)

    • Filed with: Le Flore County District Court, with the court clerk maintaining the official case file and docket.
    • Access methods: Court records are commonly accessed through the court clerk’s office in person. Case summaries/docket information may also be available through the Oklahoma State Courts Network (OSCN) portal where posted.
  • State-level indexes and certified copies (marriage and divorce verifications)
    Oklahoma maintains certain vital-record services through the state health department, which can provide certified copies or verifications for eligible requestors under state rules.

Typical information included in these records

  • Marriage license/record (typical contents)

    • Full names of both parties (including prior/maiden names in some cases)
    • Date of license issuance and license number/book-page reference (recording reference)
    • Ages and/or dates of birth (varies by form/version)
    • Residences/addresses at time of application (varies)
    • Officiant name/title and date/place of marriage ceremony (on the returned license)
    • Witness signatures (where required by form)
    • Clerk certification/recording information and filing date
  • Divorce decree and case file (typical contents)

    • Case caption (names of parties), case number, court, and filing date
    • Grounds/statutory basis cited in the pleadings (as reflected in filings)
    • Findings and orders dissolving the marriage (date of decree)
    • Property and debt division orders or incorporation of settlement agreement
    • Spousal support (alimony) terms, if ordered
    • Child-related orders when applicable: custody/parenting time, child support, medical insurance, and related findings
    • Name change orders, when granted
    • Judge’s signature, file-stamp dates, and docket entries
  • Annulment order and case file (typical contents)

    • Case caption, case number, court, and filing date
    • Findings supporting annulment under Oklahoma law (as reflected in the order)
    • Orders addressing status of the parties, restoration of prior name (when ordered), and allocation of property/parenting/support matters where applicable
    • Judge’s signature, file-stamp dates, and docket entries

Privacy or legal restrictions

  • Public access baseline with court-authorized confidentiality
    Oklahoma generally treats recorded marriage records and many court case records as public records, subject to statutory exemptions, court rules, and sealing/redaction orders.

  • Sealed or confidential court records
    Portions of divorce/annulment case files may be confidential by law or court order, including material involving minors, adoption-related information, guardianship-related information, certain protective order details, and filings sealed by the court. Courts may restrict access to exhibits or sensitive documents even when a case docket is viewable.

  • Redaction and sensitive identifiers
    Personally identifying information such as Social Security numbers, financial account numbers, and certain minor-identifying details are subject to redaction requirements and court rules. Public-facing electronic dockets may omit documents or display limited fields compared with the complete courthouse file.

  • Eligibility limits for state-issued certified copies
    State vital-record offices typically restrict who can obtain certified copies of certain vital records and require identification and a qualifying relationship or legal interest for some record types, consistent with Oklahoma law and administrative rules.

Education, Employment and Housing

Le Flore County is in southeastern Oklahoma along the Arkansas border, anchored by Poteau (county seat) and the Fort Smith regional labor market to the east. The county includes small towns (Poteau, Spiro, Heavener, Wister, Panama, Cameron, Arkoma) and large rural areas, with a population a little under 50,000 and a mix of commuting-based employment, local public-sector services, and resource- and logistics-linked industries. (Population level and most socioeconomic indicators below reflect the latest available U.S. Census Bureau American Community Survey releases.)

Education Indicators

Public schools and school names

Le Flore County’s public education is provided through multiple independent districts. Commonly listed districts serving the county include:

  • Poteau Public Schools
  • Spiro Public Schools
  • Heavener Public Schools
  • Panama Public Schools
  • Wister Public Schools
  • Cameron Public Schools
  • Arkoma Public Schools

A single authoritative, countywide count of “public schools” by building (elementary/middle/high) is not consistently published as one table at the county level; the most reliable proxy is district-level directories from the state and individual districts. District and site listings are available via the Oklahoma State Department of Education and district websites.

Student–teacher ratios and graduation rates

  • Student–teacher ratios: County-specific student–teacher ratios vary by district and school site; Oklahoma public schools typically fall in the mid-to-high teens students per teacher. District-reported ratios and staffing are tracked through OSDE reporting and school report cards (best-available source for Le Flore’s district-by-district figures is the OSDE report card system rather than a single county average).
  • Graduation rates: High school graduation rates are reported at the school/district level by OSDE. Le Flore County’s districts generally track near the Oklahoma range in the high-80% to low-90% band, with variation by cohort and district; OSDE report cards provide the most recent cohort graduation rate for each high school. Source: Oklahoma State Department of Education (accountability/report cards).

Adult education levels (countywide)

Using the U.S. Census Bureau’s American Community Survey (ACS) county estimates as the standard reference:

  • High school diploma or higher (age 25+): Le Flore County is below the U.S. average and closer to the lower half of Oklahoma counties.
  • Bachelor’s degree or higher (age 25+): The county is substantially below the U.S. average; rural southeastern Oklahoma counties commonly fall in the low-teens to mid-teens percent range.
    Best-available county values and margins of error are available through U.S. Census Bureau data.census.gov (ACS Educational Attainment).

Notable programs (STEM, vocational training, AP)

  • Career and technical education (CTE): Le Flore County students commonly access vocational pathways through regional technology center services in southeastern Oklahoma (programs vary by year and campus; offerings typically include welding, health careers, information technology, and skilled trades).
  • Advanced Placement / concurrent enrollment: AP and/or concurrent enrollment participation is typically available in larger districts (notably Poteau and Spiro), with offerings depending on staffing and annual course schedules.
  • STEM initiatives: STEM programming is generally embedded via state academic standards and district course offerings; specific branded STEM academies are not uniformly documented countywide in a single source.

(Program availability is best documented in district course catalogs and OSDE district profiles; no single county-level program inventory is published.)

School safety measures and counseling resources

  • Safety measures: Oklahoma districts commonly implement controlled entry, visitor management, emergency operations plans, drills, and coordination with local law enforcement/SROs where available; specific measures are district-determined and documented in board policies and site handbooks.
  • Counseling and student supports: School counseling staff (and, in some districts, social work and mental health partnerships) are present, but staffing ratios and service models vary by district size. State-level guidance and reporting frameworks are maintained by OSDE: Oklahoma State Department of Education.
    (Countywide, comparable counts of counselors per student are not consistently published in a single public table; district staffing reports are the most reliable proxy.)

Employment and Economic Conditions

Unemployment rate (most recent year available)

The most current unemployment statistics are published monthly by the U.S. Bureau of Labor Statistics via Local Area Unemployment Statistics (LAUS). Le Flore County’s unemployment rate typically moves with Oklahoma and the Fort Smith metro influence, with seasonality and business-cycle changes. The latest monthly and annual average series are available here: BLS Local Area Unemployment Statistics.
(For a definitive “most recent year” value, the LAUS annual average for the latest completed calendar year is the standard reference; the county figure should be taken directly from BLS/LAUS tables.)

Major industries and employment sectors

ACS industry-of-employment profiles and regional economic patterns indicate the largest sectors generally include:

  • Manufacturing (including wood products and light manufacturing in the broader region)
  • Retail trade and accommodation/food services (local-serving, plus travel through US-59/US-271 corridors)
  • Health care and social assistance (clinics, hospitals in nearby hubs, long-term care)
  • Educational services and public administration (schools, county and municipal government)
  • Transportation and warehousing (regional distribution tied to the Fort Smith area and highway network)
    Industry shares by county are available through ACS tables on data.census.gov (Industry by Occupation/Employment).

Common occupations and workforce breakdown

Occupational composition in Le Flore County aligns with rural/regional labor markets:

  • Office/administrative support and sales (local-serving commerce and services)
  • Production and transportation/material moving (manufacturing/logistics)
  • Health care support and practitioner roles (regional health systems and long-term care)
  • Education, training, and library (K–12 and support services)
  • Construction and extraction/maintenance (housing, utilities, and rural property services)
    The most consistent source for county occupational shares is ACS “Occupation” tables: data.census.gov (ACS Occupation).

Commuting patterns and mean commute time

  • Typical commuting pattern: A significant share of workers commute out of their home town for jobs, with notable commuting toward Fort Smith, Arkansas and other nearby employment centers (Sequoyah County, Haskell County, and the broader Arkansas River Valley).
  • Mean commute time: Rural Oklahoma counties commonly post mean one-way commutes in the mid-20 minute range, with variation based on job location and road access; the definitive county estimate is reported by ACS. Source: ACS “Travel Time to Work” on data.census.gov.

Local employment versus out-of-county work

Le Flore County exhibits a mixed pattern typical of non-metro counties near a regional hub: a meaningful portion of residents work within the county in schools, health services, retail, and local government, while a substantial portion commute out-of-county for higher-wage or specialized jobs in the Fort Smith area and nearby industrial sites. The best available county measures are:

  • ACS place-of-work/commuting flow indicators (limited at county resolution), and
  • LEHD Origin–Destination Employment Statistics (LODES) for work-residence flows: U.S. Census LEHD/LODES.

Housing and Real Estate

Homeownership rate and rental share

Le Flore County is predominantly owner-occupied compared with urban areas, reflecting rural land availability and single-family housing stock.

  • Homeownership vs. renting: County tenure (owner vs renter) is reported by ACS. Source: ACS Housing Tenure on data.census.gov.
    (As a regional proxy, rural southeastern Oklahoma counties often fall around roughly two-thirds owner-occupied, with the remainder renter-occupied; the precise county percentage should be taken from the latest ACS 1-year or 5-year estimate depending on availability.)

Median property values and recent trends

  • Median home value: Reported by ACS as median value of owner-occupied housing units. Le Flore County’s median value is typically well below the U.S. median and below Oklahoma’s metro counties, with growth during the 2020–2022 period and slower normalization afterward, consistent with broader U.S. housing trends.
  • Trends: Recent years showed rising valuations and tighter inventories in many rural markets within commuting distance of metros; transaction-level trend detail is better captured by market reports, but the most comparable county time series remains ACS median value. Source: ACS Median Home Value on data.census.gov.
    (County-level “recent trend” by sales price is not uniformly published in official government tables; ACS provides the most stable proxy.)

Typical rent prices

  • Median gross rent: Reported by ACS. Le Flore County rents are generally below national levels, reflecting smaller-unit stock, older housing, and lower land costs outside town centers. Source: ACS Median Gross Rent on data.census.gov.

Types of housing

  • Single-family detached homes and manufactured housing dominate outside the town cores (Poteau, Spiro, Heavener).
  • Small multifamily and apartments are concentrated in town centers and near highway corridors.
  • Rural lots/acreage are common in the county’s nonincorporated areas, with a mix of older homes, mobile homes, and newer builds on larger parcels.
    Unit type distributions (single-unit, multi-unit, mobile home) are available in ACS “Units in Structure” tables: ACS Units in Structure on data.census.gov.

Neighborhood characteristics (proximity to schools or amenities)

  • Town-centered access: Poteau and larger towns provide closer proximity to schools, county services, grocery retail, and medical clinics.
  • Rural access: Outlying areas tend to have longer travel times to schools, pharmacies, and employers, with greater reliance on personal vehicles and fewer rental options.
    No single official county dataset summarizes “neighborhood characteristics” comprehensively; this profile reflects typical rural county land-use patterns and the location of incorporated places.

Property tax overview (average rate and typical homeowner cost)

  • Tax structure: Oklahoma property taxes are assessed by county assessors and levied through local millage (schools, county, municipalities). Effective tax rates are generally moderate compared with many U.S. states, and school districts are a major component of local millage.
  • Typical homeowner cost: The most comparable county measure is ACS “Median Real Estate Taxes Paid” for owner-occupied homes. Source: ACS Real Estate Taxes Paid on data.census.gov.
  • Rate references: County assessor and Oklahoma Tax Commission materials describe assessment practices and exemptions (including homestead exemptions). See the Oklahoma Tax Commission for statewide property tax administration context.

Data note: For several requested items (public-school building counts, district-by-district student–teacher ratios, school safety staffing ratios, and the latest annual unemployment rate), the most definitive figures are published in separate systems (OSDE district/school report cards and BLS/LAUS). Countywide “single-number” summaries are not consistently published as a single table; the sources linked above provide the most current official values for Le Flore County.