AN INDEPENDENT LOCAL COMMONSPUBLIC DATA / PILOT 01
ES↗el segundo.xyz

THE REGIONAL CIVIC ATLAS

Our 25 miles.
A place to start.

Know what’s around us.
Understand who we are.
Build on what we have.

A first, openly sourced directory and regional portrait around El Segundo City Hall. A growing pilot, with its gaps in view.

Explore the pilot ↓
N ↑CITY HALL
25 mistraight-line radius
33.92045° N / 118.41532° W

ONE CENTER. MANY COMMUNITIES.
Illustration of scope; directory coverage is incomplete.

18pilot records
10public points plotted
~8.0Mresidents in selected tracts*
2020–24ACS estimate period

*Provisional whole-tract approximation, not an exact population inside the circle. Read the boundary method and sensitivity. Record review: October 30, 2026 (Los Angeles). The atlas is independent; not an official City of El Segundo page.

01 / PLACES TO TURN

Find a resource.

Official sources. Visible unknowns.
Check current details with the operator.

18 pilot records

Location is not access.

The plot shows verified public coordinates only. Straight-line distance is not a walking route, travel time, service area or eligibility rule. Unmapped records remain in the list.

Download directory JSON ↗
Civic helpES25-CIV-0001

El Segundo City Hall

350 Main Street, El Segundo, CA 90245

● Public location plotted

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

350 Main Street El Segundo CA 90245
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

County hours overlap on Fridays; current opening hours are withheld pending operator confirmation.

Location: 33.92044971, -118.4153182. Published LA County Services Locator facility point Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
LibrariesES25-CIV-0002

El Segundo Public Library

111 W. Mariposa Avenue, El Segundo, CA 90245

● Public location plotted

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

111 W. Mariposa Ave. El Segundo CA 90245
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

County directory confirms identity and location. Check current hours and library-card rules with the operator.

Location: 33.923746, -118.416106. Published LA County Services Locator facility point Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
LibrariesES25-CIV-0003

Manhattan Beach Library

1320 Highland Ave, Manhattan Beach, CA 90266

● Public location plotted

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

1320 Highland Ave, Manhattan Beach, CA 90266
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator listing confirms location; use its current hours and holiday notices before visiting.

Location: 33.88675024878, -118.410524157546. Census address-range interpolation Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
LibrariesES25-CIV-0004

Hawthorne Library

12700 Grevillea Ave, Hawthorne, CA 90250

● Public location plotted

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

12700 Grevillea Ave, Hawthorne, CA 90250
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator listing confirms location; use its current hours and holiday notices before visiting.

Location: 33.917312310153, -118.354662506483. Census address-range interpolation Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
LibrariesES25-CIV-0005

Hermosa Beach Library

550 Pier Ave, Hermosa Beach, CA 90254

● Public location plotted

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

550 Pier Ave, Hermosa Beach, CA 90254
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator listing confirms location; use its current hours and holiday notices before visiting.

Location: 33.864418438185, -118.395995726635. Census address-range interpolation Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
LibrariesES25-CIV-0006

Westchester–Loyola Village Branch Library

7114 W. Manchester Avenue, Los Angeles, CA 90045

● Public location plotted

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

7114 W. Manchester Avenue
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator listing confirms location; use its current hours and holiday notices before visiting.

Location: 33.959682727286, -118.417074539229. Census address-range interpolation Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
CommunityES25-CIV-0009

Joslyn Recreation Center

339 Sheldon Street, El Segundo, CA 90245

● Public location plotted

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

339 Sheldon St. El Segundo CA 90245
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

County directory verifies the facility location. Program eligibility, costs and current hours remain unverified.

Location: 33.920466, -118.411302. Published LA County Services Locator facility point Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
Civic helpES25-CIV-0011

El Segundo Connect issue reporting

Online; El Segundo

○ Service / online listing · no facility pin

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: 2026-10-01T10:00:00-07:00

Use El Segundo Connect to report it, get it to the correct department, and get it addressed!
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

City bulletin links its issue-reporting channel. No response-time or resolution commitment is verified.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
TransitES25-CIV-0012

LAX/Metro Transit Center

Los Angeles; exact entrance not verified

○ Location verification pending

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

LAX/Metro Transit Center
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Metro confirms the transit center. Entrance geometry and current access details remain unverified; no map pin.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
TransitES25-CIV-0013

LAX terminal connector shuttle

LAX/Metro Transit Center ↔ LAX terminals

○ Service / online listing · no facility pin

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

Connect from LAX/Metro Transit Center (Bus Bays 1 and 2) to all LAX terminals via a free, frequent shuttle.
Hours
Not verified
Eligibility
Not verified
Cost
Free, as described by Metro
Access
Not verified

A route, not a standalone facility. Current operating hours, frequency and outages are not verified.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
TransitES25-CIV-0014

Manhattan Beach Dial-A-Ride

Manhattan Beach; service area not mapped

○ Service / online listing · no facility pin

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

Manhattan Beach Dial-A-Ride
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

County referral listing verifies the service. Operator page could not be directly retrieved; confirm trip eligibility, hours, fare and booking availability with the operator.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
TransitES25-CIV-0015

El Segundo Dial-A-Ride information

El Segundo; referral at Joslyn Recreation Center

○ Service / online listing · no facility pin

Official information ↗
Evidence & record code

fact · identity source checked 2026-10-30
Source publication: not stated / not verified

City Dial-A-Ride
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Referral identity verified. Eligibility, hours and cost remain unresolved; check the operator before arranging a trip.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
Work & learningES25-CIV-0016

Inglewood One-Stop Business & Career Center

110 South La Brea Ave, Inglewood, CA 90301

○ Location verification pending

Official information ↗
Evidence & record code

listing · identity source checked 2026-10-30
Source publication: not stated / not verified

110 South La Brea Ave.
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator lists this address. Census Geocoder changed South to North; that match was rejected and no pin is shown.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
Work & learningES25-CIV-0017

Gardena One-Stop Business & Career Center

16801 South Western Ave, Gardena, CA 90247

● Public location plotted

Official information ↗
Evidence & record code

listing · identity source checked 2026-10-30
Source publication: not stated / not verified

16801 South Western Ave.
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator location listing. Program-specific requirements, current hours and availability are not verified.

Location: 33.879060921449, -118.30920064889. Census address-range interpolation Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
Work & learningES25-CIV-0018

Torrance One-Stop Business & Career Center

1220 Engracia Ave, Torrance, CA 90501

● Public location plotted

Official information ↗
Evidence & record code

listing · identity source checked 2026-10-30
Source publication: not stated / not verified

1220 Engracia Ave.
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator location listing. Program-specific requirements, current hours and availability are not verified.

Location: 33.836181320312, -118.318016656168. Census address-range interpolation Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
Work & learningES25-CIV-0019

Hawthorne Teen Center

3901 W. El Segundo Blvd, Hawthorne, CA 90250

● Public location plotted

Official information ↗
Evidence & record code

listing · identity source checked 2026-10-30
Source publication: not stated / not verified

3901 W. El Segundo Blvd.
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Operator location listing. Program age rules, current hours and availability are not verified.

Location: 33.916479581189, -118.341765741649. Census address-range interpolation Coordinate source

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
Work & learningES25-CIV-0020

El Camino College Basic Needs Center

El Camino Commons, Parking Lot L, Torrance

○ Location verification pending

Official information ↗
Evidence & record code

listing · identity source checked 2026-10-30
Source publication: not stated / not verified

Basic Needs Center/ Warrior Pantry & Wardrobe - Now located at the El Camino Commons (Parking Lot L)
Hours
Not verified
Eligibility
Not verified
Cost
Not verified
Access
Not verified

Campus location, not a verified street entrance. Student services and community pantry access have separate eligibility rules; consult the operator rather than assume the center is students-only.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link
CommunityES25-CIV-0021

211 LA information and referral

Phone 2-1-1 and online; Los Angeles County

○ Service / online listing · no facility pin

Official information ↗
Evidence & record code

listing · identity source checked 2026-10-30
Source publication: not stated / not verified

Our services are confidential, multilingual, free, and available 24/7.
Hours
24/7
Eligibility
Not verified
Cost
Free
Access
Multilingual support

Remote referral service, not a facility pin. Referrals do not establish another provider’s capacity or eligibility.

QR code linking to this resource record
One record. A stable link.

This code opens this public directory entry.

Permanent record link

02 / WHO WE ARE

A regional portrait.

Residents, households and possibilities.
ACS 2020–2024 · provisional tract selection.

PEOPLE / 2020–2024 ACS

A first portrait of our region.

Who lives around us, what we can build on, and where better information can help.

These are estimates for selected census tracts.

We summed 2,087 whole tracts whose Census internal points fall within 25 miles of City Hall. Tracts cross the boundary: this is not an exact count of people inside the circle, nor El Segundo city statistics. All comparisons use 2020–2024 ACS five-year estimates.

Residents

8.0 million

In the selected tract approximation.

Estimate · B01001 definition

Languages at home

55.5%

Residents age 5+ using a language other than English at home.

Estimate · C16001 definition

Education

37.2%

Residents age 25+ with a bachelor’s degree or higher.

Estimate · B15003 definition

Strengths to build on

Interpretation of the estimates, not a ranking or a promise.

Language and cultural connections

55.5% of residents age 5+ report a language other than English at home. We see this as a resource for multilingual learning and public information. Home language does not measure English proficiency or translation skills. C16001 definition

A substantial base of learning

About 2.1 million adults age 25+ hold a bachelor’s degree or higher (37.2%). That is one foundation for shared learning; this measure does not capture every trade, skill or form of expertise. B15003 definition

People already doing the work

About 4.0 million civilian residents age 16+ are employed. This describes residents, wherever they work. It is not the number of jobs located here. B23025 definition

Strengths sit alongside needs. 58.1% of occupied homes are renter occupied. Housing and income figures below should inform inclusive public services, not assumptions about an individual household. B25003 definition

Put the portrait in context

Each bar uses a 0–100% scale. Comparisons are descriptive; small differences are not claims of statistical significance.

Under 18

Tract approximation20.1%20.1%
California22.0%22.0%

Tract estimate: 1,614,309 of 8,032,239. Sampling margin: ±0.12 percentage points (90%). B01001 definition · ACS source data

Age 65+

Tract approximation15.1%15.1%
California15.7%15.7%

Tract estimate: 1,215,304 of 8,032,239. Sampling margin: ±0.09 percentage points (90%). B01001 definition · ACS source data

Language other than English at home (age 5+)

Tract approximation55.5%55.5%
California44.4%44.4%

Tract estimate: 4,231,323 of 7,625,840. Sampling margin: ±0.26 percentage points (90%). C16001 definition · ACS source data

Bachelor’s degree or higher (age 25+)

Tract approximation37.2%37.2%
California37.1%37.1%

Tract estimate: 2,122,304 of 5,704,354. Sampling margin: ±0.17 percentage points (90%). B15003 definition · ACS source data

Renter-occupied households

Tract approximation58.1%58.1%
California44.1%44.1%

Tract estimate: 1,670,061 of 2,875,634. Sampling margin: ±0.22 percentage points (90%). B25003 definition · ACS source data

Drove alone to work

Tract approximation63.7%63.7%
California65.7%65.7%

Tract estimate: 2,475,893 of 3,884,121. Sampling margin: ±0.22 percentage points (90%). B08301 definition · ACS source data

Public transportation to work

Tract approximation4.4%4.4%
California2.9%2.9%

Tract estimate: 169,598 of 3,884,121. Sampling margin: ±0.10 percentage points (90%). B08301 definition · ACS source data

Worked from home

Tract approximation17.8%17.8%
California17.2%17.2%

Tract estimate: 689,425 of 3,884,121. Sampling margin: ±0.18 percentage points (90%). B08301 definition · ACS source data

All 19 indicators, comparisons and uncertainty

Counts retain calculation precision for audit. Rounded headline figures avoid implying exact circular coverage. Income is in 2024 inflation-adjusted dollars; commuting covers workers age 16+, including those working at home. “pp” means percentage points. No tract medians were averaged.

2020–2024 ACS five-year estimates; separate geographies
IndicatorTract approximationLA CountyCaliforniaUnited StatesTract sampling margin (90%)
PopulationPeople · B01001 definition8,032,2399,808,66739,287,377334,922,499±28,787 people
Under 18People · B01001 definition20.1%20.6%22.0%21.9%±0.12 pp
Age 65+People · B01001 definition15.1%15.2%15.7%17.2%±0.09 pp
HouseholdsHouseholds · B11001 definition2,875,6343,416,44913,548,091129,227,496±8,571 households
Family householdsHouseholds · B11001 definition62.7%65.1%67.8%64.2%±0.19 pp
One-person householdsHouseholds · B11001 definition28.4%26.5%24.3%28.7%±0.22 pp
Language other than English at home (age 5+)Language · C16001 definition55.5%55.1%44.4%22.3%±0.26 pp
Spanish at home (age 5+)Language · C16001 definition37.8%37.6%28.3%13.6%±0.23 pp
Bachelor’s degree or higher (age 25+)Education · B15003 definition37.2%36.0%37.1%35.7%±0.17 pp
Household income below $50,000Income · B19001 definition29.9%29.1%25.8%31.4%±0.26 pp
Household income $100,000+Income · B19001 definition44.6%45.4%49.6%40.5%±0.27 pp
Owner-occupied householdsHousing · B25003 definition41.9%45.9%55.9%65.2%±0.19 pp
Renter-occupied householdsHousing · B25003 definition58.1%54.1%44.1%34.8%±0.22 pp
Drove alone to workCommuting · B08301 definition63.7%64.8%65.7%68.8%±0.22 pp
Public transportation to workCommuting · B08301 definition4.4%3.9%2.9%3.2%±0.10 pp
Worked from homeCommuting · B08301 definition17.8%17.1%17.2%15.1%±0.18 pp
Civilian employed residents age 16+Resident employment · B23025 definition3,995,1644,822,53118,742,898161,297,155±17,000 people
Civilian labor force as share of residents age 16+Resident employment · B23025 definition65.3%64.7%63.3%63.0%±0.15 pp
Unemployment share of civilian labor forceResident employment · B23025 definition7.4%7.3%6.6%5.2%±0.12 pp

Sampling margins exclude geographic selection error, covariance assumptions and other nonsampling error. Census controlled source-cell MOE sentinels are normalized to zero only for variance propagation; they are not reported numeric margins or zero total uncertainty.

Download counts, denominators, table cells and comparator margins (JSON)

How the boundary changes the answer

The 25-mile straight-line circle uses the LA County facility point at 33.92044971, −118.4153182. The selected 2,087 internal-point tracts include 2,034 in Los Angeles County and 53 in Orange County. Geography comes from 2024 California TIGER/Line census tracts.

Only fully contained tracts
2,024 tracts · 7.8 million residents
Internal points inside — used here
2,087 tracts · 8.0 million residents
Every intersecting tract
2,134 tracts · 8.2 million residents

The alternative selections differ by about 473,504 residents (5.9%). This is a sensitivity comparison, not a confidence interval or guaranteed upper and lower population bounds. A nearby Census address-interpolated center changes six boundary tracts.

The circle includes water. We do not infer population density from the area of a 25-mile disk or treat straight-line distance as travel access.

TIGER/Line tract boundaries · County center source · Methods and reproduction status

WORKPLACES / 2023 LODES

Where the region works.

A separate view of covered primary jobs, selected by Census block points.

Jobs are not the resident population.

These modeled administrative data use a different year, geography and coverage from the ACS portrait above. Do not add jobs to residents. They do not measure all jobs, vacancies, current attendance or daytime population.

Covered workplace jobs

3.7 million

3,691,926 primary jobs at workplaces in the block-point approximation.

2023 estimate · Workplace source (WAC)

Covered residence jobs

3.3 million

3,276,519 primary jobs associated with workers living in the selected blocks.

2023 estimate · Residence source (RAC)

One primary job means one highest-paying job per covered worker. The frame is employment at the beginning of the second quarter: workers employed by the same employer in both the first and second quarters. This is not a current headcount. Census job definition.

Industries with a larger share than California

Interpretation: these concentrations are possible foundations for regional learning and collaboration. They do not establish hiring demand or job quality.

2023 covered primary workplace jobs; region versus California
IndustryRegional jobsRegional shareCalifornia shareRelative concentration
InformationNAICS 51 · CNS09267,3527.24%3.99%1.81×
Arts, entertainment and recreationNAICS 71 · CNS1788,0172.38%1.89%1.26×
Wholesale tradeNAICS 42 · CNS06171,9194.66%3.94%1.18×

Relative concentration (location quotient) divides the regional industry share by the California share for the same year and job type. A value of 1.00× means equal shares. The job mix is descriptive, not a ranking of industries. Source WAC data · Industry field definitions.

Scale is a different strength. Health care and social assistance is the largest sector in the research calculation, with 583,848 covered primary workplace jobs. A large total and a high relative concentration are different measures. Source data, CNS16.

Workplace method, coverage and source definitions

The 70,149-block selection uses points from the California geography crosswalk and the same City Hall center. Whole-block selection approximates the circle and is separate from the 2,087-tract ACS calculation. No origin-destination analysis was performed, so the two job totals do not show how many people commute into or out of this area.

These are modeled administrative data; no ACS-style sampling margin is supplied. Boundary selection, coverage and administrative-data modeling remain sources of uncertainty.

Census defines the job: A primary job is the highest paying job for an individual worker. OnTheMap job types. Its WAC documentation says jobs are totaled by work Census Block LODES technical documentation.

Methods and reproducibility notes · All values and source provenance (JSON). Source definitions checked October 30, 2026 (America/Los_Angeles).

Primary sources and table definitions

Source definitions checked October 30, 2026 (America/Los_Angeles). Data period: 2020–2024. Release: January 29, 2026. Table-page publication dates are unavailable.

U.S. Census Bureau summary-file documentation: The Table-Based ACS Summary File contains three file types: Read the method documentation.

03 / A BASELINE FOR DOING BETTER

Measure what we know.

Start with the quality of the directory.
Service outcomes need their own evidence.

SOURCE COVERAGE18/18

Pilot records have an official source link. 14 unique source URLs. A link is not proof of current operating status.

LOCATION COVERAGE10/13

Facility records with checked public coordinates. 5 online or area-based services are not applicable to this measure.

REGIONAL COMPLETENESSUnknown

We need a deduplicated official inventory to count the share of all eligible resources covered.

SERVICE OUTCOMESNot measured

No verified wait-time, capacity, utilization or resolution-time baseline is available in this pilot.

What to improve next

  1. Resolve source conflicts.Confirm current program versions and transport eligibility; preserve conflicting evidence until resolved.
  2. Fill information gaps.Verify entrances, hours, costs, eligibility and documented accessibility separately. Unknown does not mean inaccessible.
  3. Establish a denominator.Audit official inventories by category and place before publishing completeness percentages.
  4. Measure actual change.Compare dated service and access observations with consistent geography, definitions and accountable owners.

04 / EVERYTHING NEEDS AN IDENTITY

A record worth scanning.

Stable public links today.
Careful extensions tomorrow.

01

Public resources

Every pilot record has a stable local ID and a QR code that opens its source-backed entry. These IDs are local catalog identifiers, not official asset or ownership credentials.

Open the City Hall record →
02

Public trees

Proposed next layer: a licensed municipal inventory with original IDs, species, coordinates and inspection dates. No tree inventory has been ingested in this pilot.

03

Cars & inventory

Concept only: owner-enrolled vehicles and voluntary merchant integrations. No vehicle tracking, plate records, personal location history or private inventory is collected here.

QR codes identify a web record; they do not certify authenticity or ownership. No physical tags have been installed.

05 / SHOW THE WORK

Sources & boundaries.

Census metrics & source cells ↗

One documented center

City Hall, 350 Main Street. The LA County facility locator publishes 33.92044971, −118.4153182. It is a mapped facility point, not a surveyed entrance. Radius: 25 miles (40,233.6 meters).

How the portrait was made

Select whole 2024 TIGER census tracts whose official internal point is within the radius; join their GEOIDs to ACS 2020–2024 five-year detailed tables and sum additive cells. Percentages use summed numerators and their matching universes. Tract medians are never averaged.

The selection contains 2,087 tracts: 2,034 in Los Angeles County and 53 in Orange County. Coastal and edge tracts can extend beyond the circle. The census portrait therefore describes the selected tracts, not a clipped circle or El Segundo city.

Approximate 90% sampling margins of error use ACS aggregation formulas. They exclude geographic approximation, center uncertainty and other nonsampling error. Overlapping comparison areas are not independent; no significance claim is made.

Boundary sensitivity matters

Alternative whole-tract selections · ACS 2020–24 population sums
SelectionTractsResidents
Fully contained2,0247,750,621
Internal point (used)2,0878,032,239
Any intersection2,1348,224,125

The roughly 473,500-person spread is selection sensitivity, not a confidence interval or exact lower/upper bound. Water in the circle is not population; no residential density is calculated from the circle’s area.

Public inputs & remaining work

Block-weighted clipping, vintage crosswalks, travel-time access and historical comparisons remain future work. A hand-selected directory is not a census of every civic resource.

Drafted and built by OpenAI Codex (GPT-6). Independently checked by OpenAI GPT-6 Astra; calculations reproduced from public inputs. Publication requested by Michael Hoydich. Directory and census sources are listed with their records; proposals are editorial ideas. Report a correction.