City profile · Oklahoma · Census ACS 2023

Ingalls, OK

Ingalls's Census ACS profile: residents, income, housing, and the joined public-record layers available for this place.

134
Residents
$84,792
Median income
$97,500
Median home
$995
Median rent (state)
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Side-by-side metrics and state or size-class ranks use the same Census and FBI fields shown on this profile. Results stay in the URL so you can bookmark or share them.

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See how it ranks

State rank, size-class rank, and four peer cities for Ingalls.

Place dossier plate

Sheet OK-INGALLS-OK · Ingalls, OK 134 pop · income 66th pct

POP-VILLAGE · INC-HIGH · COL-BELOW · SAFE-UNK · RANK-UPPER · PHOTO-FINISH · HOME-LOW · BOOK-UNK

  • POP-VILLAGE 134
  • INC-HIGH $84,792
  • COL-BELOW 87.8
  • SAFE-UNK Safety pending
  • RANK-UPPER 66th
  • PHOTO-FINISH ≈ Mellott
  • HOME-LOW $97,500
  • BOOK-UNK Tracts pending

Nearest income peer: Mellott, IN (+ $0 income $)

Instrument codes from this place’s ACS population and household income, BEA state COL, FBI safety, national income percentile, photo-finish peer city, home-value band, and matched Census-tract book - not a moving recommendation.

Income neighbourhood around Ingalls

Lowest/highest poles plus peers nearest Ingalls on median household income. Full ladder: /browse and /rankings.

median HH income

What this shows Neighbourhood peers only - not a full nationwide city board. Open a near peer when the gap is small; open the poles when the spread is wide.

Source U.S. Census Bureau · ACS 5-Year Estimates As of 2026-08-08

Compare beyond this state

Nationwide peers by population, income

Out-of-state nearest neighbors for Ingalls on ACS population and median household income . Link sets are deduped so each column is a distinct comparison path, not a forecast that peers share a labor market or climate.

Similar population

Nearest out-of-state cities by ACS population. This city: 134.

4 peers

Similar household income

Nearest out-of-state cities by ACS median household income. This city: $84,792. Population peers are excluded.

4 peers

Ingalls - the verdict

Nationally, Ingalls sits in the 66th percentile for household income among US cities with a population of 1,000 or more. Source: Census ACS.

66th
percentile, household income
9th
percentile, home value
14th
percentile, median rent
📝 How we sourced this

Population, income, and housing-cost figures come from the U.S. Census Bureau American Community Survey 5-year estimates (B-series tables). Crime data uses FBI UCR; climate uses NOAA Climate Normals; school counts come from NCES Common Core of Data; permits use the Census Building Permits Survey (BPS). See our methodology page for the full ETL pipeline and OMB / FIPS join keys.

Data Snapshot: Ingalls, OK

Census ACS 2023 estimates count 134 residents in Ingalls, a small town within Oklahoma. The typical household in Ingalls brings in $84,792 a year, above the median for U.S. cities on this measure, with a poverty rate of 0.0%. Home values in Ingalls run a median of $97,500, and the median resident age is 38.7 years. Educational attainment runs 49.4% of adults with a bachelor's degree or higher. Separately, 58.3% of working-age residents are in the labor force.

Living costs in Oklahoma run below the national norm: on BEA's 100-equals-national-average cost index, Oklahoma scores 87.8 (Well Below Average), per the 2024 Regional Price Parities release. Statewide, HUD pegs Fair Market Rent for a two-bedroom unit at $995 monthly. Statewide, average monthly utility bills in Oklahoma run around $205, per EIA 2023 residential energy data. Natural-hazard exposure scores 55.5 out of 100 on FEMA's National Risk Index (Moderate).

A decision-led reading path

Useful questions to ask of Ingalls's data

How this reading path is ordered

This is not a composite city score. It is a city-specific route through the available public records, ordered for this profile so the page starts with questions the joined data can actually answer. The route here runs from work and mobility to housing and income to comparison shortlist; another city can have a different sequence or fewer supported layers because the source joins are not uniform.

For Ingalls, city-specific coverage includes commute-mode shares. No matched row is reported here for within-city Census tract profiles, annual population history, matched public-school count, local building permits, FBI reported-crime rates; the page leaves those layers out instead of substituting a statewide or national value.

Question 1

What does the journey to work look like in Ingalls?

Driving alone is the largest reported mode at 73.8%. A reliable mean commute time is not available for this row, so the mode shares carry the comparison.

Mode share answers how workers usually travel; it does not measure congestion, reliability, distance to a particular job, or the quality of transit service. Remote work has a visible role in the local pattern. That can reduce commute exposure for some workers, but it says nothing about job availability or broadband quality; read it alongside income and housing rather than as a stand-alone lifestyle score.

Compare commute patterns →

2. Housing and income

How far does income reach against housing in Ingalls?

This is a citywide price-to-income reference, not a mortgage-affordability test; it does not include interest rates, taxes, insurance, household size, or an individual buyer's down payment. The ratio makes housing the clearest place to start this profile, but a low multiple can coexist with slow demand, older stock, or household-level hardship. Compare the home-value distribution and same-state peer table before treating it as an advantage.

The home-value-to-income reference is relatively compact: the ACS median home value is 1.1 times median household income. The ACS poverty estimate is 0.0%, which keeps the citywide median from describing every household.

Compare the housing trade-off →

3. Comparison shortlist

Which cities make useful reference points for Ingalls?

Use the in-state set to hold state policy and broad price conditions more nearly constant. Use the nationwide size set to ask whether cities with a similar resident count produce different housing, income, or commute outcomes. The income set is a third lens, deliberately separate from population matching.

Within Oklahoma, the closest population matches are Tullahassee (134 residents, $110,333 income); Drowning Creek (135 residents, $43,516 income); Johnson Prairie (133 residents, $48,281 income). Outside the state, the closest population matches in this dataset are Casa, AR (134 residents); De Smet, ID (134 residents); St. Johns, IL (134 residents). A third, income-matched reference set of 6 out-of-state cities sits in the income neighbourhood chart near the Place Dossier plate. These are mechanical peer sets, not claims that the places share a labor market, climate, culture, or metro context.

Open a side-by-side comparison →

Population

134 residents

Micro place (under 10k)

Median Household Income

$84,792 /yr

Above median income · poverty 0.0% (Very low poverty)

Cost of Living Index (state)

87.8 (US=100)

Very affordable · BEA RPP 2024, Oklahoma average

City profile score · Ingalls, OK

84/100

4 published dimensions · ACS/FBI 2023

Comparative score against U.S. cities with population of 1,000 or more on Census ACS medians (income, poverty, bachelor's share, cost of living) and FBI UCR violent-crime rates when published. Higher means a stronger standing on those published figures, not a livability rating, not a recommendation to move, buy, or pick a "best" city. Missing inputs drop out and redistribute weight. How it is calculated.

Poverty rate A+
0.0%

Share of residents below the poverty line; lower scores better on this axis.

Cost of living A+
87.8 index

BEA state Regional Price Parities index (100 ≈ national average); lower is stronger on this axis. Same value for every city in the state.

Bachelor's+ share A-
49.4%

Adults with a bachelor's degree or higher; ACS.

Household income C+
$84,792

Median household income vs U.S. cities (pop ≥1,000); ACS.

Violent crime N/A
N/A

No FBI UCR violent-crime rate for this place (coverage is incomplete).

Ingalls profile (scored ACS/FBI dimensions) 4-axis radar comparing 1 series across Poverty rate, Cost of living, Bachelor's+ share, Household income. Poverty rateCost of livingBachelor's+ shareHousehold income 84 A-
Ingalls profile (scored ACS/FBI dimensions)
Read the chart values
  • Poverty rate: 100/100 (A+) · 0.0%
  • Cost of living: 94/100 (A+) · 87.8 index
  • Bachelor's+ share: 83/100 (A-) · 49.4%
  • Household income: 64/100 (C+) · $84,792

How does Ingalls compare to other US cities?

Ingalls measured against every US city with 1,000+ residents, computed live from the same Census and FBI data shown throughout this page.

Household income 66% higher than other cities
Home value 9% pricier than other cities
Median rent 14% pricier than other cities

"Safer than" reflects total crime rate from FBI UCR; the others use Census ACS estimates.

How we calculate these percentiles & ranks

Each percentile compares Ingalls against every qualifying US city; each in-state rank narrows that to Oklahoma only. Full formula and direction notes: methodology.

Oklahoma-relative analysis

Median Gross Rent places Ingalls near the bottom of Oklahoma's cities

Among the 671 Oklahoma cities PlainCities tracks with reported median gross rent data, Ingalls ranks #1 - the 0th percentile within the state. This is a different, narrower cut than the nationwide percentiles above: it compares Ingalls only against its own state's cities, not the full US field.

Median Household Income
#62 of 639
90th percentile in Oklahoma
Median Gross Rent
#1 of 671
0th percentile in Oklahoma
Median Home Value
#354 of 628
43rd percentile in Oklahoma
Poverty Rate
#609 of 671
0th percentile in Oklahoma
Bachelor's Degree or Higher
#15 of 671
98th percentile in Oklahoma
How in-state ranks are ordered

Ranked by raw value (highest first); a higher rank is not automatically "better" for every measure, see each metric's own context above. This is a comparison within Oklahoma only, not a livability score. See the methodology for the source and calculation.

66thIncome percentile
Gauge source note

66th percentile nationally for median household income. Source: Census ACS 2023 / FBI UCR 2023.

How Ingalls's home value compares nationally

Median home value vs. every US city (population 1,000+)

$97,500 Among the most affordable more affordable than 91% of 15,600 US cities

Show national distribution $0–$25,000: 5 US cities (0%). Below this entry. $25,000–$50,000: 54 US cities (0%). Below this entry. $50,000–$75,000: 352 US cities (2%). Below this entry. $75,000–$100,000: 1,086 US cities (7%). This entry sits in this band. $100,000–$125,000: 1,516 US cities (10%). Above this entry. $125,000–$150,000: 1,170 US cities (8%). Above this entry. $150,000–$175,000: 1,278 US cities (8%). Above this entry. $175,000–$200,000: 1,229 US cities (8%). Above this entry. $200,000–$225,000: 1,035 US cities (7%). Above this entry. $225,000–$250,000: 976 US cities (6%). Above this entry. $250,000–$275,000: 754 US cities (5%). Above this entry. $275,000–$300,000: 712 US cities (5%). Above this entry. $300,000–$325,000: 521 US cities (3%). Above this entry. $325,000–$350,000: 526 US cities (3%). Above this entry. $350,000–$375,000: 465 US cities (3%). Above this entry. $375,000–$400,000: 393 US cities (3%). Above this entry. $400,000–$425,000: 317 US cities (2%). Above this entry. $425,000–$450,000: 300 US cities (2%). Above this entry. $450,000–$475,000: 307 US cities (2%). Above this entry. $475,000–$500,000: 250 US cities (2%). Above this entry. $500,000–$525,000: 160 US cities (1%). Above this entry. $525,000–$550,000: 156 US cities (1%). Above this entry. $550,000–$575,000: 172 US cities (1%). Above this entry. $575,000–$600,000: 172 US cities (1%). Above this entry. $600,000–$625,000: 163 US cities (1%). Above this entry. $625,000–$650,000: 167 US cities (1%). Above this entry. $650,000–$675,000: 135 US cities (1%). Above this entry. $675,000–$700,000: 101 US cities (1%). Above this entry. $700,000–$725,000: 95 US cities (1%). Above this entry. $725,000–$750,000: 71 US cities (0%). Above this entry. $750,000–$775,000: 65 US cities (0%). Above this entry. $775,000–$800,000: 70 US cities (0%). Above this entry. $800,000–$825,000: 57 US cities (0%). Above this entry. $825,000–$850,000: 67 US cities (0%). Above this entry. $850,000–$875,000: 60 US cities (0%). Above this entry. $875,000–$900,000: 58 US cities (0%). Above this entry. $900,000–$925,000: 47 US cities (0%). Above this entry. $925,000–$950,000: 37 US cities (0%). Above this entry. $950,000–$975,000: 31 US cities (0%). Above this entry. $975,000–$1,000,000: 470 US cities (3%). Above this entry. $1,000,000–$1,025,000: 0 US cities (0%). Above this entry. Ingalls $0 $1,025,000 every US city, bucketed by value

Each bar is a $25K-wide band; taller bars hold more US cities. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count, share, and where it sits relative to this entry.

Source U.S. Census Bureau ACS 5-Year Estimates · 2023

Ingalls's home-value-to-income ratio: 1.1×

ACS median home value divided by median household income.

Band
affordable
< 3.0×
National rank
#89 of 15,516
More affordable than 99% of tracked cities (pop. 1,000+)
Size class
#88 of 11,323
Micro cities (under 10,000)

At 1.1×, Ingalls sits in the affordable band: national rank #89 of 15,516 and #88 of 11,323micro cities (under 10,000). The multiple is comparatively compact among tracked cities, but a low ratio can still coexist with slow demand or household-level hardship.

How this ratio is calculated

Ratio = Census ACS 2023 median home value ÷ median household income for cities with both fields and population ≥ 1,000. Rank 1 = lowest ratio (most compact). Bands match the fleet affordability thresholds used on guides (<3.0 / 3.0–5.0 / >5.0). This is not a mortgage payment estimate and does not include rates, taxes, insurance, or down payment.

Income distribution context

$84,792 Ingalls, OK median household income (Census ACS)

Show U.S. national quintile / Lorenz context Household income distribution - Ingalls, OK Ingalls, OK's median household income ($84,792) against the U.S. national quintile-share pattern. The Lorenz curve and quintile bars are national context, not Ingalls, OK-specific shares. $ Household Income Distribution Ingalls, OK median $84,792/yr, vs. U.S. national quintile pattern QUINTILE SHARE OF AGGREGATE INCOME Lowest 20% 3.4% Second 20% 9.2% Middle 20% 15.1% Fourth 20% 23.2% Top 20% 49.1% LORENZ CURVE cumulative income vs. population 100% 0% 100% pop. 0%
Ingalls, OK median household income (Census ACS 5-year) with U.S. national quintile shares for context. Diagonal = equality; the curve is national, not computed for Ingalls, OK.

Key socioeconomic indicators

Bachelor's degree or higher (adults 25+) 49.4%

Census ACS S1501, educational attainment

Poverty rate (households below FPL) 0.0%

Census ACS S1701, poverty status

Labor force participation (adults 16+) 58.3%

Census ACS S2301, share of working-age residents in the labor force

Population
134
Median Income
$84,792
Median Home Value
$97,500
Median Age
38.7
Poverty Rate
0.0%
Labor force participation
58.3%
Bachelor's Degree+
49.4%

Commute Patterns

Commute source

How workers travel to work, Census ACS 2023

Drive Alone
73.8%
Carpool
8.2%
Public Transit
0.0%
Walk
0.0%
Work from Home
18.0%

Based on 61 workers 16 and over.

Monthly Utility Costs

Oklahoma statewide monthly utility average (EIA 2023): $205

EIA 2023 residential energy data puts average monthly utilities across Oklahoma at $205 (electricity about $115 , water and sewer about $40 ).

These are Oklahoma statewide averages, not a meter reading for Ingalls. Actual bills vary by home size, usage, and local rates. Source: U.S. Energy Information Administration (EIA) 2023.

Living Costs & Risk

Oklahoma's BEA cost-of-living index is 87.8 (Well Below Average; US average = 100, RPP 2024). HUD Fair Market Rent for a typical two-bedroom in the county around Ingalls is $995/mo. FEMA's National Risk Index, averaged to Oklahoma statewide on PlainCities, rates natural-hazard exposure at 55.5 / 100 (Moderate).

Cost/risk geography note

Cost of living is a Oklahoma statewide BEA average; rent is a county-level HUD Fair Market Rent for the county Ingalls sits in; the FEMA hazard score shown here is a statewide average of county NRI inputs, not a parcel-level reading.

How Ingalls compares to similar-size Oklahoma cities

Same-state peer method

Closest same-state population matches, not geographic neighbors. Population + median household income come from Census Bureau ACS 5-year B01001 and B19013.

City Population Median Household Income
Ingalls (this city) 134 $84,792
Tullahassee 134 $110,333
Drowning Creek 135 $43,516
Johnson Prairie 133 $48,281
Primary sources on this page

Source: U.S. Census Bureau ACS 5-Year 2023, Census ACS B08301/B08136, U.S. Energy Information Administration (EIA) 2023, BEA Regional Price Parities 2024, HUD Fair Market Rents 2026, FEMA National Risk Index.

Read our methodology - how this data is sourced, computed, and verified.

Citation & verification links Data sourced from the U.S. Census Bureau. See our methodology for details. Retrieved and formatted by PlainCities

Primary sources: Census ACS, FBI UCR, NOAA Climate Normals, NCES. Joins use OMB Bulletin 23-01 / FIPS keys.

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Estimate caveats

ACS and UCR figures are citywide estimates with vintage lags; they do not replace a local visit, school visit, or insurance quote.

Editorial standards, provenance, and how to cite this page

Every figure on PlainCities is rendered directly from Census ACS source data, no number is typed in by an editor. This page draws directly on Census ACS source data, no figure is typed in by an editor. See our editorial standards & corrections policy, the methodology behind these numbers, or report a data error.

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