Louisville/Jefferson County Metro Government, KY (40241)

Jefferson County · Louisville/Jefferson County, KY-IN · Population 30,986

Fresh.Data current as of Apr 24, 2026

Louisville/Jefferson County Metro Government, KY (ZIP 40241) sits in Jefferson County within the Louisville/Jefferson County metro area. The page draws on 2 federal data feeds retrieved Apr 27. Health-survey coverage is limited for this ZIP. NCES lists 3 schools serving the area, 3 non-charter. 10 colleges and universities serve the area, with median in-state tuition of $14,840. IRS data shows average household income (AGI) of $123,270, well above the ~$45K national average per return. Federal QCEW filings show 482,313 covered jobs in this ZIP's primary county — a major regional employment hub. FEMA has issued 26 federal disaster declarations affecting this ZIP since 1974 — a high-frequency exposure profile. County Health Rankings reports 12,652 years of potential life lost per 100,000 (2025) — well above the national county median. Fast-food restaurants outnumber grocery stores roughly 5-to-1 per capita (USDA Food Environment Atlas) — a "food swamp" pattern often linked to higher diet-related disease prevalence. IRS migration data (2022-2023) shows a net loss of 3,799 residents (1,337 households) — the ZIP's primary county is shrinking. Both healthcare access and on-paper school density skew lighter than national norms; what shows up here is a snapshot, not a verdict — neighborhood-level texture matters at this scale. Notable: median household income $95,309, fair market rent of $1,670 for a two-bedroom, and a typical home value of $414,998, up 2.3% over the past year. Every figure on this page links to its underlying federal dataset with a retrieval date so you can audit the freshness yourself.

Demographics

Population & age

Total population
30,986
Median age
40.7

Race & ethnicity

White
75.8%
Black
10.2%
Asian
6.0%
Hispanic / Latino
5.2%
Other / multi-racial
7.9%

Income & housing

Median household income
$95,309
Median home value
$334,400

Education

Bachelor's degree or higher (age 25+)
52.4%

Employment

Unemployment rate
4.3%

Housing

Owner-occupied
9,329(71.0%)
Renter-occupied
3,817(29.0%)
Vacant units
541
Built (median)
1993

Commute

Public transit
193(1.2%)
Work from home
2,026(12.7%)
Avg commute
18.5 min

Economic wellbeing

Below poverty line
1,637(5.3%)
Uninsured
243(0.8%)

Digital access

Broadband access
12,161(92.5%)
No broadband
985(7.5%)

Language & nativity

Foreign-born
3,496(11.3%)
Non-English at home
3,886(13.4%)

Studio

$1,270

/month

1 Bed

$1,370

/month

2 Bed

$1,670

/month

3 Bed

$2,130

/month

4 Bed

$2,480

/month

HUD Fair Market Rents represent the 40th percentile of standard-quality rental housing in this area. FY2026 data.

Home values

Typical home value

$414,998

Zillow Home Value Index (ZHVI) · as of March 2026

Year-over-year change

+2.3%

vs. March 2025

5-year change

+27.2%

vs. March 2021

Metro area

Louisville/Jefferson County, KY-IN

Metropolitan statistical area

Source: Zillow Research, ZHVI All Homes (SFR, Condo/Co-op) Time Series (zillow.com/research/data). Zillow Home Value Index (ZHVI) is copyrighted by Zillow, Inc.

New housing construction

New housing units permitted

3,265

Across 1,615 permitted buildings. Total construction value: $661.3M.

Single-family

1,519

47% of total units

Multifamily (2+ unit)

1,746

53% of total units

Single-family value

$436.4M

construction value

Multifamily value

$224.9M

construction value

Apartment construction (5+ unit buildings) accounts for 51% of new units this year — the area is densifying, not just adding single-family stock.

Aggregated from 2 counties touching this ZIP (2024).

Source: U.S. Census Bureau Building Permits Survey (census.gov/construction/bps). Public domain. BPS reports annual residential building permits from local permit-issuing jurisdictions, aggregated to county. A permit reflects intent to build, not a completed unit — actual construction lags by 6-24 months for multifamily projects.

Income & tax statistics

Tax returns filed

15,960

Average AGI

$123,270

Avg property tax

$603

EITC participation

7.1%

Income distribution

  • $1 – $25,00021.2% · 3,380
  • $25,000 – $50,00018.2% · 2,900
  • $50,000 – $75,00014.3% · 2,280
  • $75,000 – $100,00010.5% · 1,680
  • $100,000 – $200,00021.9% · 3,500
  • $200,000 or more13.9% · 2,220

Avg mortgage interest

$780

Avg charitable contribution

$1,641

Avg capital gains

$8,282

Avg total income tax

Source: IRS Statistics of Income — Individual Income Tax Statistics by ZIP Code (irs.gov). Public domain. Dollar columns reported in thousands by the IRS; figures here display real dollars. Total ZCTA AGI for the area was $1967.4M across all reported brackets.

Business & employment

Business establishments

820

Total employment

21,735

Annual payroll

$1.3B

Average annual pay

$60,915

Source: U.S. Census Bureau, ZIP Business Patterns (census.gov). Public domain. ZBP covers establishments with paid employees; Census suppresses employment and payroll values when fewer employers operate in a ZIP than would protect their confidentiality.

Employment & wages

Average annual pay

$71,280

Average weekly wage

$1,371

Total employment

482,313

Total establishments

33,844

That is roughly 9% above the US national average of $65,470 per worker.

Source: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages (bls.gov/cew). Public domain. QCEW is derived from state unemployment-insurance filings and covers ~95% of US jobs. Figures are county-level totals assigned to ZIPs whose primary county matches; small-employer cells are suppressed by BLS to protect employer confidentiality.

Unemployment

Unemployment rate

4.8%

That is 0.8 percentage points above the US national unemployment rate of about 4.0%.

Labor force

395,540

Employed

376,516

Unemployed

19,024

Based on Jefferson County, KY data (2024).

Source: U.S. Bureau of Labor Statistics, Local Area Unemployment Statistics (bls.gov/lau). Public domain. LAUS publishes monthly and annual labor-force estimates for every US county. Figures are county-level totals assigned to ZIPs whose primary county matches.

Banking access

FDIC-insured bank branches

11

Strong banking access

Multiple institutions and offices within easy reach of residents.

Total deposits

$1.2B

across all branches in this ZIP

Distinct institutions

10

different banks operating here

Top banks by deposits in this ZIP

  • 1.JPMorgan Chase Bank, National Association$290.1M · 1 branch
  • 2.Fifth Third Bank, National Association$218.3M · 2 branches
  • 3.Republic Bank & Trust Company$190.3M · 1 branch

Based on FDIC-insured branch offices as of June 30, 2024.

Source: FDIC Summary of Deposits (fdic.gov). Annual June-30 snapshot of every FDIC-insured branch and the deposits booked there. Figures cover all institutions reporting a branch address in this ZIP.

Alternative-fuel stations

Public EV charging stations

5

Established EV charging

Multiple public charging stations across the ZIP — typical of mid-density suburban and small-urban areas with active EV adoption.

Level 2 ports

6

AC charging — workplace, retail, home

DC Fast ports

0

Highway-class fast charging

Charging networks

  • Blink Network
  • ChargePoint Network
  • Electrify America
  • + 2 more networks

Other

4

Biodiesel, E85, LNG, RD

Active public stations only. Snapshot taken 2026; AFDC's underlying registry refreshes continuously as stations open and close.

Source: U.S. Department of Energy via NREL (afdc.energy.gov). Per-ZIP counts of active public alternative-fuel stations (electric, hydrogen, propane, CNG, biodiesel, E85, LNG, renewable diesel) and EV charging-port totals.

Social Vulnerability Index

Overall SVI

25th percentile

Moderate Vulnerability

Based on 13 census tracts, population 31,776

Vulnerability Themes

  • Socioeconomic Status21st percentile
  • Household Characteristics39th percentile
  • Racial & Ethnic Minority Status35th percentile
  • Housing Type & Transportation35th percentile

Households Without Vehicle

497

Limited English Speakers

484

Persons with Disability

3,194

Without HS Diploma

693

Without Health Insurance

1,184

Adults Age 65+

6,415

The Social Vulnerability Index uses U.S. Census data to identify communities most at risk during public health emergencies and natural disasters. Higher percentiles indicate greater vulnerability. Tract-level scores are aggregated to this ZCTA via Census 2020 ZCTA→Tract crosswalk, weighted by land-area share. Source: atsdr.cdc.gov. Public domain.

Federal Disaster Declarations

Federally Declared Disasters

26

Date Range

1974–2026

Most Recent Declaration

SEVERE WINTER STORM

Winter Storm — declared January 24, 2026 (DR-3633)

Incident period: January 23, 2026 – January 27, 2026

Top Incident Types

  • Severe Storm13 (50%)
  • Flood4 (15%)
  • Biological2 (8%)
  • Severe Ice Storm2 (8%)
  • Winter Storm1 (4%)
  • Other4 (15%)

Individual Assistance

6

Direct help to disaster survivors

Households Program

8

Housing & temporary lodging support

Public Assistance

22

Repair of public facilities & roads

Hazard Mitigation

13

Funding to reduce future disaster risk

FEMA declares disasters at the county level; counts here include every federally declared disaster touching any county that overlaps this ZIP. Statewide declarations and pre-1964 records without county granularity are excluded. Program flags reflect which FEMA assistance categories were activated (Individual Assistance, Households, Public Assistance, Hazard Mitigation). Source: fema.gov/openfema. Public domain.

Air quality

Median daily AQI

50

Good
Good 186dModerate 168dUSG 11dUnhealthy 1d

Peak AQI (2024)

156

Unhealthy

Primary pollutant

PM2.5

198 days as main pollutant

Days measured

366

Based on Jefferson County data (2024).

Source: U.S. Environmental Protection Agency, Air Quality System (epa.gov). Public domain. Only counties with EPA AQS monitoring stations appear here (~30% of US counties); rural ZIPs whose primary county has no monitor will not show this section.

Community health profile

Years of potential life lost (per 100K)

12,652

That is roughly 4,452 years per 100,000 above the national county median (~8,200).

Premature death is the headline composite outcome CHR reports — age-adjusted, all-cause, before age 75.

Fair or poor health

20%

of adults self-report

Poor physical health days

4.4

avg per adult per month

Poor mental health days

5.2

avg per adult per month

Uninsured

6.3%

of residents under 65

Primary care MDs

92

per 100,000 residents

Preventable hospital stays

2,890

per 100K Medicare enrollees

Food environment (0-10)

8.0

10 = best access & security

Exercise access

91%

residents near a facility

Flu vaccinated

55%

of Medicare enrollees

Low birth weight (under 2,500 g) accounts for 9.3% of live births in this county — an early-life health input that downstream outcomes track against.

Based on Jefferson data (2025 CHR release).

Source: County Health Rankings & Roadmaps, University of Wisconsin Population Health Institute (countyhealthrankings.org). Annual release. Underlying source datasets vary by measure (CDC BRFSS, NCHS Vital Statistics, AHA, USDA Food Environment Atlas, and others). Figures are county-level and assigned to every ZIP whose primary county matches.

Food access

Food access status

Moderate food access challenges

22.2% of Jefferson County, KY residents live more than 1 mile (urban) or 10 miles (rural) from the nearest supermarket.

Grocery stores

0.19

per 1,000 residents

Supercenters & clubs

0.03

per 1,000 residents

SNAP-authorized stores

0.81

accepting food benefits

Fast-food restaurants

0.90

per 1,000 residents

Among low-income residents, 6.5% are low-access — those without a supermarket within 1 mile (urban) or 10 miles (rural).

Per-1,000 figures show how many of each store type exist in Jefferson County, KY for every 1,000 residents. Higher grocery and supercenter density usually means easier access to fresh food; higher convenience-store-only density (with low grocery rate) often signals a food swamp.

Source: USDA Economic Research Service, Food Environment Atlas (ers.usda.gov). County-level metrics fanned to ZIP via the primary county in the Census ZCTA-county relationship file. Variable years differ per family (stores ~2020, low-access ~2019).

Who’s moving in and out

Net migration (2022-2023)

−3,799 people

−1,337 households−$373.6M net AGI flow

Moved in

19,358households

31,093 people • $1.2B AGI

Moved out

20,695households

34,892 people • $1.5B AGI

Where new residents came from

  1. Bullitt County, KY1,157 households
  2. Oldham County, KY764 households
  3. Clark County, IN683 households
  4. Fayette County, KY519 households
  5. Hardin County, KY468 households

Where departing residents went

  1. Bullitt County, KY1,536 households
  2. Clark County, IN1,046 households
  3. Oldham County, KY960 households
  4. Floyd County, IN620 households
  5. Shelby County, KY564 households

Incoming households reported an average AGI of $60,595 versus departing households' $74,733.

Source: U.S. Internal Revenue Service, Statistics of Income, Migration Data (irs.gov). Public domain. Migration is measured by year-over-year changes in the address on individual tax returns; figures are county-level totals attributed to ZIPs whose primary county matches. Foreign migration contributes to inflow/outflow totals but does not appear in the top-county lists. Small flows are suppressed by IRS to protect taxpayer confidentiality.

Data sources used on this page

Health profile

Crude prevalence estimates from CDC PLACES, derived from BRFSS small-area modeling. Population-level figures only.

Schools in this ZIP

3 schools serve this ZIP, including 3 non-charter.

All 3 schools serving this ZIP
SchoolTypeGradesEnrollment
Norton ElementaryPublic0–5702
Chancey ElementaryPublic-1–5518
Zachary Taylor ElementaryPublic0–5352

Schools listed from NCES Common Core of Data via the Urban Institute Education Data Portal.

Fresh.NCES CCD via Urban Institute EDP · Apr 27, 2026

Colleges & universities nearby

Colleges in this area

10

Median in-state tuition

$14,840

Median earnings (10 yr)

$49,438

  • University of Louisville

    Louisville, KY · 40292

    4-Year
    In-state tuition
    $13,136
    Out-of-state tuition
    $29,482
    Acceptance rate
    79.4%
    Graduation rate
    61.0%
    Median earnings (10 yr)
    $53,899
    Median student debt
    $20,500
  • 2-Year
    In-state tuition
    $4,808
    Out-of-state tuition
    $6,512
    Acceptance rate
    Graduation rate
    33.2%
    Median earnings (10 yr)
    $38,171
    Median student debt
    $11,651
  • 4-Year
    In-state tuition
    Out-of-state tuition
    Acceptance rate
    Graduation rate
    62.2%
    Median earnings (10 yr)
    $61,480
    Median student debt
    $24,166
  • Bellarmine University

    Louisville, KY · 40205

    4-Year
    In-state tuition
    $48,770
    Out-of-state tuition
    $48,770
    Acceptance rate
    86.1%
    Graduation rate
    66.1%
    Median earnings (10 yr)
    $62,069
    Median student debt
    $25,000
  • Sullivan University

    Louisville, KY · 40205

    4-Year
    In-state tuition
    $15,480
    Out-of-state tuition
    $15,480
    Acceptance rate
    Graduation rate
    56.3%
    Median earnings (10 yr)
    $38,008
    Median student debt
    $20,000
  • 4-Year
    In-state tuition
    $11,046
    Out-of-state tuition
    $11,046
    Acceptance rate
    55.9%
    Graduation rate
    41.8%
    Median earnings (10 yr)
    Median student debt
  • Spalding University

    Louisville, KY · 40203

    4-Year
    In-state tuition
    $29,200
    Out-of-state tuition
    $29,200
    Acceptance rate
    99.5%
    Graduation rate
    54.4%
    Median earnings (10 yr)
    $49,438
    Median student debt
    $25,250
  • MedQuest College

    Louisville, KY · 40223

    2-Year
    In-state tuition
    Out-of-state tuition
    Acceptance rate
    Graduation rate
    82.2%
    Median earnings (10 yr)
    Median student debt
    $9,500
  • Simmons College of Kentucky

    Louisville, KY · 40203

    4-Year
    In-state tuition
    $16,398
    Out-of-state tuition
    $16,398
    Acceptance rate
    100.0%
    Graduation rate
    23.8%
    Median earnings (10 yr)
    Median student debt
  • ATA College

    Louisville, KY · 40223

    2-Year
    In-state tuition
    $14,200
    Out-of-state tuition
    $14,200
    Acceptance rate
    Graduation rate
    39.1%
    Median earnings (10 yr)
    $34,577
    Median student debt
    $21,030

Source: U.S. Department of Education College Scorecard (collegescorecard.ed.gov). Public domain data. Earnings figures reflect median earnings 10 years after entry for federally-aided students.

What these numbers say together

Louisville/Jefferson County Metro Government, KY (ZIP 40241) sits in Jefferson County within the Louisville/Jefferson County metro area. The page draws on 2 federal data feeds retrieved Apr 27. Health-survey coverage is limited for this ZIP. NCES lists 3 schools serving the area, 3 non-charter. 10 colleges and universities serve the area, with median in-state tuition of $14,840. IRS data shows average household income (AGI) of $123,270, well above the ~$45K national average per return. Federal QCEW filings show 482,313 covered jobs in this ZIP's primary county — a major regional employment hub. FEMA has issued 26 federal disaster declarations affecting this ZIP since 1974 — a high-frequency exposure profile. County Health Rankings reports 12,652 years of potential life lost per 100,000 (2025) — well above the national county median. Fast-food restaurants outnumber grocery stores roughly 5-to-1 per capita (USDA Food Environment Atlas) — a "food swamp" pattern often linked to higher diet-related disease prevalence. IRS migration data (2022-2023) shows a net loss of 3,799 residents (1,337 households) — the ZIP's primary county is shrinking. Both healthcare access and on-paper school density skew lighter than national norms; what shows up here is a snapshot, not a verdict — neighborhood-level texture matters at this scale. Notable: median household income $95,309, fair market rent of $1,670 for a two-bedroom, and a typical home value of $414,998, up 2.3% over the past year. Every figure on this page links to its underlying federal dataset with a retrieval date so you can audit the freshness yourself.

Both surfaces skew lighter than national averages. That isn’t a verdict — small-area estimates compress real neighborhood-level texture, and a single ZIP reading can miss a district line or a hospital corridor sitting just outside it. Treat this as a starting point for fieldwork, not a conclusion.

Each figure on this page links to the original federal dataset with its retrieval date — this synthesis is a reading, not a substitute for the underlying records.

Frequently Asked Questions — ZIP 40241

How many schools are in ZIP 40241?

3 schools serve this ZIP, including 3 public schools (NCES CCD, retrieved Apr 27, 2026). No charter schools are listed in this ZIP by NCES CCD.

Does ZIP 40241 have charter schools?

No charter schools are listed in ZIP 40241 by NCES CCD (retrieved Apr 27, 2026).

Are there high schools in ZIP 40241?

No high schools are listed in this ZIP by NCES CCD (retrieved Apr 27, 2026).

What is the population of ZIP 40241?

30,986 people live in ZIP 40241, with a median age of 40.7 (Census ACS 5-Year 2022, retrieved Apr 30, 2026).

What is the median household income in ZIP 40241?

$95,309 per year (Census ACS 5-Year 2022, retrieved Apr 30, 2026).

Is ZIP 40241 mostly renters or homeowners?

In ZIP 40241, 71.0% of occupied housing units are owner-occupied and 29.0% are renter-occupied (Census ACS 5-Year 2022, retrieved Apr 30, 2026).

How do people commute in ZIP 40241?

In ZIP 40241, 12.7% of workers work from home. Public transit is used by 1.2% of commuters (Census ACS 5-Year 2022, retrieved Apr 30, 2026).

What is the poverty rate in ZIP 40241?

5.3% of the population in ZIP 40241 lives below the federal poverty line (Census ACS 5-Year 2022, retrieved Apr 30, 2026).

What percentage of households in ZIP 40241 have broadband internet?

92.5% of households in ZIP 40241 have broadband internet access (Census ACS 5-Year 2022, retrieved Apr 30, 2026).

What is the typical home value in ZIP 40241?

The typical home value in ZIP 40241 is $414,998, up 2.3% from a year ago (Zillow Home Value Index, retrieved May 1, 2026).

Are home values rising or falling in ZIP 40241?

Home values are up 2.3% over the past year and up 27.2% over the past five years (Zillow Home Value Index, retrieved May 1, 2026).

What is the average household income in ZIP 40241?

The average Adjusted Gross Income reported on tax returns from ZIP 40241 (Louisville/Jefferson County Metro Government, KY) is $123,270 per return (IRS SOI Tax Year 2022, retrieved May 2, 2026).

How much do homeowners pay in property tax in ZIP 40241?

Tax returns from ZIP 40241 report an average of $603 per return in real-estate tax deductions (IRS SOI Tax Year 2022, retrieved May 2, 2026).

What percentage of residents in ZIP 40241 earn over $200,000?

13.9% of tax returns from ZIP 40241 (Louisville/Jefferson County Metro Government, KY) report Adjusted Gross Income of $200,000 or more (IRS SOI Tax Year 2022, retrieved May 2, 2026).

How many businesses are in ZIP 40241?

As of 2022, 820 business establishments operated in ZIP 40241 employing 21,735 workers (Census ZIP Business Patterns, retrieved May 3, 2026).

What is the average salary in ZIP 40241?

The average annual pay across all local establishments in ZIP 40241 is $60,915, based on Census ZIP Business Patterns 2022 data (retrieved May 3, 2026).

How vulnerable is ZIP 40241 to disasters and public health emergencies?

According to the CDC Social Vulnerability Index (2022), ZIP 40241 ranks in the 25th percentile nationally for social vulnerability — a moderate vulnerability profile (retrieved May 3, 2026).

What is the biggest vulnerability factor in ZIP 40241?

Household Characteristics is the highest-scoring CDC SVI theme for ZIP 40241, ranking in the 39th percentile nationally (CDC/ATSDR Social Vulnerability Index 2022, retrieved May 3, 2026).

How many federally declared disasters has ZIP 40241 experienced?

FEMA has recorded 26 federal disaster declarations affecting ZIP 40241 between 1974–2026 (FEMA OpenFEMA Disaster Declarations, retrieved May 3, 2026).

What kinds of disasters most often hit ZIP 40241?

Severe Storm is the most common federally declared disaster type affecting ZIP 40241, accounting for 13 of 26 declarations (50%, FEMA OpenFEMA, retrieved May 3, 2026).

What was the most recent disaster declared for ZIP 40241?

The most recent FEMA disaster declaration affecting ZIP 40241 was "SEVERE WINTER STORM" — a winter storm declared in 2026 (DR-3633) (FEMA OpenFEMA, retrieved May 3, 2026).

What colleges are near ZIP 40241?

10 colleges and universities are listed near ZIP 40241 by the U.S. Department of Education College Scorecard, including University Of Louisville, Jefferson Community And Technical College, and Galen College Of Nursing-Louisville (retrieved May 2, 2026).

What is the average tuition at colleges near ZIP 40241?

Median in-state tuition across 10 nearby institutions is $14,840 (College Scorecard, retrieved May 2, 2026).

What do graduates earn from colleges near ZIP 40241?

Graduates of nearby colleges earn a median of $49,438 ten years after entry (College Scorecard, retrieved May 2, 2026).

What data is available for ZIP 40241?

This page covers health outcomes from CDC PLACES (5 metrics), school information from NCES CCD (3 schools), demographics from the Census ACS 5-Year (2022), home values from the Zillow Home Value Index, colleges from the U.S. Department of Education College Scorecard (10 institutions), income & tax statistics from the IRS SOI (Tax Year 2022), local business & employment from Census ZIP Business Patterns (2022), social vulnerability scores from the CDC/ATSDR SVI (2022), and federal disaster declarations from FEMA OpenFEMA (26 on record). Data is refreshed on Mubboo's standard schedule.

How current is this data?

Health data retrieved Apr 24, 2026 from CDC PLACES. School data retrieved Apr 27, 2026 from NCES CCD. Demographics retrieved Apr 30, 2026 from Census ACS 5-Year (2022). Home values retrieved May 1, 2026 from Zillow Research. College data retrieved May 2, 2026 from U.S. Dept of Education College Scorecard. Income & tax statistics retrieved May 2, 2026 from IRS SOI (Tax Year 2022). Business & employment retrieved May 3, 2026 from Census ZBP (2022). Social vulnerability scores retrieved May 3, 2026 from CDC/ATSDR SVI (2022). Federal disaster declarations retrieved May 3, 2026 from FEMA OpenFEMA (26 on record).

More Info topics

Nearby ZIPs: more ZIP code profiles launching Q3 2026.

Have a specific question about ZIP 40241?

Ask Mubboo — launching Q4 2026.

By Mubboo Editorial Team

Last reviewed Apr 24, 2026


Data sources

This page observes HIPAA and FERPA by surfacing only aggregate, de-identified federal datasets. Individual records are never displayed.

Mubboo may earn commissions from partner links. This does not affect our editorial independence.

Data refreshed via Mubboo's ETL pipeline; oldest source on this page retrieved Apr 24, 2026.