City profile · Texas · Census ACS 2023

Ingram, TX

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

2,092
Residents
$49,295
Median income
$165,400
Median home
$1,149
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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Starting with Ingram, TX - add up to three more cities on the compare page.

See how it ranks

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

Place dossier plate

Sheet TX-INGRAM-TX · Ingram, TX 2,092 pop · income 18th pct

POP-VILLAGE · INC-MID · COL-PAR · SAFE-UPPER · RANK-BOTTOM · PHOTO-FINISH · HOME-LOW · BOOK-UNK

  • POP-VILLAGE 2,092
  • INC-MID $49,295
  • COL-PAR 97.1
  • SAFE-UPPER 79th pct
  • RANK-BOTTOM 18th
  • PHOTO-FINISH ≈ Zephyrhills
  • HOME-LOW $165,400
  • BOOK-UNK Tracts pending

Nearest income peer: Zephyrhills, FL (+ $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 Ingram

Lowest/highest poles plus peers nearest Ingram 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, and FBI crime rate

Out-of-state nearest neighbors for Ingram on ACS population and median household income , plus FBI UCR reporting rate when the extract covers this place. 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: 2,092.

4 peers

Similar household income

Nearest out-of-state cities by ACS median household income. This city: $49,295. Population peers are excluded.

4 peers

Similar FBI crime rate

Nearest out-of-state cities by UCR crimes per 100,000. This city: 643.1. Population and income peers are excluded.

4 peers

Agency-reported UCR totals per 100,000 population, not a neighborhood safety grade or a prediction of personal risk.

Ingram - the verdict

Ingram ranks in the 18th percentile for household income and the 79th percentile for safety nationally, out of every US city with at least 1,000 residents. Source: Census ACS + FBI UCR.

18th
percentile, household income
32nd
percentile, home value
40th
percentile, median rent
79th
percentile, safety
📝 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: Ingram, TX

Census ACS 2023 estimates count 2,092 residents in Ingram, a small town within Texas. Households in Ingram report a median income of $49,295 per year, in the lower quartile of U.S. cities for household income, with a poverty rate of 22.1%. Home values in Ingram run a median of $165,400, and the median resident age is 33.8 years. 8.7% of adults here have a bachelor's degree or higher; 64.3% of working-age residents are in the labor force.

In 2024, 5 residential building permits were authorized in Ingram (Building Boom), up 67% from five years earlier, per Census BPS data. Ingram reports a comparatively low crime rate: FBI UCR figures show 643.1 crimes per 100,000 residents, below the national average (reporting is voluntary across agencies, so treat this as reporting activity rather than a definitive danger score).

Texas tracks close to the national cost-of-living baseline: BEA Regional Price Parities 2024 puts Texas at 97.1 on a 100-equals-national-average scale (Near Average). Statewide, HUD pegs Fair Market Rent for a two-bedroom unit at $1,149 monthly. EIA 2023 residential energy data puts Texas's average monthly utility costs around $223 (state average). Workers in Ingram report an average commute of 20.2 minutes, with 76.5% driving alone and 6.6% working from home. Natural-hazard exposure scores 49.0 out of 100 on FEMA's National Risk Index (Low).

A decision-led reading path

Useful questions to ask of Ingram'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 schools and households to population change to reported crime to comparison shortlist to housing and income to work and mobility; another city can have a different sequence or fewer supported layers because the source joins are not uniform.

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

1. Schools and households

What does the education layer cover for Ingram?

The city has a broader matched school footprint, but count alone does not describe performance, capacity, program availability, or attendance boundaries. This profile deliberately avoids converting it into an unsupported family-friendliness score.

The NCES join finds 4 public schools within the city match. 8.7% of adults age 25+ hold a bachelor's degree or higher in the ACS estimate. These measures answer different questions: the school count describes local institutions, while adult attainment describes residents and cannot be used as a school-quality rating.

See how the family ranking is built →

Question 2

Is Ingram growing, shrinking, or holding steady?

Census PEP estimates show the population grew by +38 residents from 2020 to 2025, a +2.1% change. Separately, Census BPS recorded 5 housing units authorized in 2024. PEP and ACS are different Census series, so the trend is kept separate from the headline ACS population.

Recent estimates point upward. Growth can increase housing demand and service needs, but the permit record must move in the same direction before calling it a supply response; the two series measure different things.

See the national growth ranking →

Question 3

What can the FBI record say about safety in Ingram?

The joined FBI UCR record reports 643.1 violent and property crimes per 100,000 residents, below the 2280.5 national reference used here. The difference is 72% lower in arithmetic terms, but agency participation is voluntary and reporting completeness varies.

Treat this as a reporting-rate comparison, not a prediction of personal risk or a neighborhood-level safety grade. Tourism, daytime population, reporting practices, and variation inside the city are not adjusted away. The state rank and same-state peer table are the narrower comparisons available on this page.

Review the safety ranking method →

4. Comparison shortlist

Which cities make useful reference points for Ingram?

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. The nationwide peer panel below adds a fourth FBI UCR reporting-rate lens, not personal risk.

Within Texas, the closest population matches are Cross Roads (2,090 residents, $115,000 income); Jones Creek (2,096 residents, $69,167 income); Quanah (2,100 residents, $51,985 income). Outside the state, the closest population matches in this dataset are Judsonia, AR (2,092 residents); Georgetown-Quitman County, GA (2,092 residents); North Corbin, KY (2,092 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 →

Other supported questions

Why these stay compact

These joined records add useful context, but they do not need another full-size panel. Each remains a separate measure with its own geography and source boundary.

Housing and income

How far does income reach against housing in Ingram?

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. Income and home value move within the same broad scale here. The useful next check is not a generic affordability label, but whether similar-size cities offer a materially different income, housing, or commute trade-off.

The home-value-to-income reference sits in a middle range: the ACS median home value is 3.4 times median household income. The ACS poverty estimate is 22.1%, which keeps the citywide median from describing every household.

Value / income
3.4×
Home value
$165,400
Household income
$49,295

City-level Census ACS 2023 medians. The ratio divides two separate medians and is descriptive only.

Compare the housing trade-off →

Work and mobility

What does the journey to work look like in Ingram?

Driving alone is the largest reported mode at 76.5%. The reported mean trip to work is 20.2 minutes.

Mode share answers how workers usually travel; it does not measure congestion, reliability, distance to a particular job, or the quality of transit service. No single mode completely explains the work trip here. The mix is more useful than a one-number commute grade, especially when comparing places where transit, walking, and remote work divide the non-driving share differently.

Drive alone
76.5%
Work from home
6.6%
Public transit
0.0%

City-level Census ACS commuting estimates covering 964 workers age 16+.

Compare commute patterns →

Population

2,092 residents

Micro place (under 10k)

Median Household Income

$49,295 /yr

Low income · poverty 22.1% (Highest-decile poverty)

Cost of Living Index (state)

97.1 (US=100)

Near national cost · BEA RPP 2024, Texas average

City profile score · Ingram, TX

25/100

5 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.

Cost of living C-
97.1 index

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

Violent crime F
268 /100k

FBI UCR violent offenses per 100,000 residents; lower is stronger on this axis.

Household income F
$49,295

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

Poverty rate F
22.1%

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

Bachelor's+ share F
8.7%

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

Ingram profile (scored ACS/FBI dimensions) 5-axis radar comparing 1 series across Cost of living, Violent crime, Household income, Poverty rate, Bachelor's+ share. Cost of livingViolent crimeHousehold incomePoverty rateBachelor's+ share 25 F
Ingram profile (scored ACS/FBI dimensions)
Read the chart values
  • Cost of living: 53/100 (C-) · 97.1 index
  • Violent crime: 38/100 (F) · 268 /100k
  • Household income: 19/100 (F) · $49,295
  • Poverty rate: 10/100 (F) · 22.1%
  • Bachelor's+ share: 3/100 (F) · 8.7%

Where Ingram sits on home value vs crime among peer cities

Ingram's median home value and FBI crime rate plotted with similar-size and same-state peers (padded with large cities when the peer set is thin). The second read: pricey does not always mean safer, check which quadrant this city lands in.

Census ACS median home value vs FBI UCR crime rate - Ingram highlighted among 8 peers. 2×2 strategic matrix plotting 8 entities by Median home value ($) (X) and Crime rate (per 100k, lower = safer) (Y), with a crosshair dividing the plot into four quadrants. Pricier, lower crimeAffordable, lower crimePricier, higher crimeAffordable, higher crime $0$100,000$200,000$300,000$400,000$500,000$600,000 01,0002,0003,0004,000 Median home value ($) Crime rate (per 100k, lower = safer) Ingram, TXJudsonia, ARBanks, ORRogue River, ORCross Roads, TXBells, TXGregory, TXJefferson, TX
Census ACS median home value vs FBI UCR crime rate - Ingram highlighted among 8 peers.
Read the chart values
  • Ingram, TX (this city): home $165,400, crime 643/100k
  • Judsonia, AR : home $114,400, crime 1,218/100k
  • Banks, OR : home $430,200, crime 668/100k
  • Rogue River, OR : home $274,800, crime 2,779/100k
  • Cross Roads, TX : home $543,200, crime 2,603/100k
  • Bells, TX : home $208,000, crime 263/100k
  • Gregory, TX : home $97,200, crime 523/100k
  • Jefferson, TX : home $143,800, crime 2,879/100k

How does Ingram compare to other US cities?

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

Household income 18% higher than other cities
Home value 32% pricier than other cities
Median rent 40% pricier than other cities
Safety 79% safer than other cities

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

Zoom in to just Texas and the picture shifts: Ingram ranks #138 of 624 Texas cities by lowest crime rate, a different read than the national percentile above.

How we calculate these percentiles & ranks

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

Texas-relative analysis

Median Gross Rent places Ingram near the bottom of Texas's cities

Among the 1,663 Texas cities PlainCities tracks with reported median gross rent data, Ingram ranks #1 - the 0th percentile within the state. This is a different, narrower cut than the nationwide percentiles above: it compares Ingram only against its own state's cities, not the full US field.

Median Household Income
#1,153 of 1,520
24th percentile in Texas
Median Gross Rent
#1 of 1,663
0th percentile in Texas
Median Home Value
#716 of 1,505
52nd percentile in Texas
Poverty Rate
#270 of 1,663
84th percentile in Texas
Bachelor's Degree or Higher
#1,331 of 1,663
20th percentile in Texas
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 Texas only, not a livability score. See the methodology for the source and calculation.

18thIncome percentile
79thSafety percentile
Gauge source note

18th percentile nationally for median household income · 79th percentile for safety (lower crime rate). Source: Census ACS 2023 / FBI UCR 2023.

Ingram's profile vs. every US city

Income, affordability, and safety percentile

Ingram's percentile rank on 3 favorable-direction measures (income, affordability, safety) vs. every tracked US city -- higher on every axis is more favorable. Not a composite quality score, just the arithmetic mean of the axes shown. 3-axis radar comparing 1 series across Income, Affordability, Safety. IncomeAffordabilitySafety 54 Avg. percentile National median
Ingram's percentile rank on 3 favorable-direction measures (income, affordability, safety) vs. every tracked US city -- higher on every axis is more favorable. Not a composite quality score, just the arithmetic mean of the axes shown.

How Ingram's home value compares nationally

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

$165,400 Among the most affordable more affordable than 68% 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%). Below this entry. $100,000–$125,000: 1,516 US cities (10%). Below this entry. $125,000–$150,000: 1,170 US cities (8%). Below this entry. $150,000–$175,000: 1,278 US cities (8%). This entry sits in this band. $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. Ingram $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

Ingram's home-value-to-income ratio: 3.4×

ACS median home value divided by median household income.

Band
moderate
3.0–5.0×
National rank
#8,361 of 15,516
More affordable than 46% of tracked cities (pop. 1,000+)
Size class
#6,814 of 11,323
Micro cities (under 10,000)

At 3.4×, Ingram sits in the moderate band: national rank #8,361 of 15,516 and #6,814 of 11,323micro cities (under 10,000). Income and home value move in the same broad scale; check same-state peers before treating the multiple as an advantage or a warning.

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

$49,295 Ingram, TX median household income (Census ACS)

Show U.S. national quintile / Lorenz context Household income distribution - Ingram, TX Ingram, TX's median household income ($49,295) against the U.S. national quintile-share pattern. The Lorenz curve and quintile bars are national context, not Ingram, TX-specific shares. $ Household Income Distribution Ingram, TX median $49,295/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%
Ingram, TX median household income (Census ACS 5-year) with U.S. national quintile shares for context. Diagonal = equality; the curve is national, not computed for Ingram, TX.

Key socioeconomic indicators

Bachelor's degree or higher (adults 25+) 8.7%

Census ACS S1501, educational attainment

Poverty rate (households below FPL) 22.1%

Census ACS S1701, poverty status

Labor force participation (adults 16+) 64.3%

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

Population
2,092
Median Income
$49,295
Median Home Value
$165,400
Median Age
33.8
Poverty Rate
22.1%
Labor force participation
64.3%
Bachelor's Degree+
8.7%

Safety & Crime

Total Crime Rate
643.1
per 100,000 residents
Violent Crime
268.0
per 100,000 residents
Property Crime
375.1
per 100,000 residents
Crime reporting caveat

Reflects incidents reported to the FBI's Uniform Crime Reporting program — agency participation is voluntary and reporting completeness varies by jurisdiction and year, so this reflects reporting activity, not a definitive danger score. Not adjusted for tourism, commuter, or daytime population.

Schools

Total Schools
4
Public schools in this city

Population Change

PEP vintage

Annual U.S. Census Bureau Population Estimates Program (PEP) estimates, 2020–2025

See the fastest-growing cities →
1,800 residents1,820 residents1,840 residents1,860 residents1,880 residents 202020212022202320242025 1,808 residents 1,846 residents ▲ +2.1%
Ingram's Census PEP population estimates, 2020–2025.
Read the chart as text
Period Population
2020 1,808 residents
2021 1,836 residents
2022 1,857 residents
2023 1,862 residents
2024 1,858 residents
2025 1,846 residents

Housing Supply

BPS source

Census Bureau Building Permits Survey (BPS) - annual residential permits authorized

📈 Building Boom
Total Permits (2024)
5
housing units authorized
Single-Family
5
detached homes
Multifamily
0
apartments & condos
Supply Intensity
2.4
permits per 1,000 residents

5-Year Permit Trend (2019–2024)

Year Total
2019 3
2020 5
2021 3
2022 3
2023 3
2024 5

Permit volume increased 67% from 2019 to 2024.

Commute Patterns

Commute source

How workers travel to work, Census ACS 2023

Average Commute Time
20.2 minutes
Drive Alone
76.5%
Carpool
16.9%
Public Transit
0.0%
Walk
0.0%
Work from Home
6.6%

Based on 964 workers 16 and over.

Monthly Utility Costs

Texas statewide monthly utility average (EIA 2023): $223

EIA 2023 residential energy data puts average monthly utilities across Texas at $223 (electricity about $130 , water and sewer about $48 ).

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

Living Costs & Risk

Texas's BEA cost-of-living index is 97.1 (Near Average; US average = 100, RPP 2024). HUD Fair Market Rent for a typical two-bedroom in the county around Ingram is $1,149/mo. FEMA's National Risk Index, averaged to Texas statewide on PlainCities, rates natural-hazard exposure at 49.0 / 100 (Low).

Cost/risk geography note

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

How Ingram compares to similar-size Texas 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
Ingram (this city) 2,092 $49,295
Cross Roads 2,090 $115,000
Jones Creek 2,096 $69,167
Quanah 2,100 $51,985
FBI UCR NCES CCD Census BPS 2024
Primary sources on this page

Source: U.S. Census Bureau ACS 5-Year 2023, FBI UCR, NCES CCD, Census BPS 2024, 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.

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.

Browse all city profiles → · Explore city rankings →

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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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