CoolFace
Datasetpublic

artakulov/us-spanish-required-water-utilities

U.S. Water Systems Serving Spanish-LEP Communities Version: 2026-07 (built 2026-09-13) Records: 1,449 U.S. public water systems whose service area meets California's published threshold for non-English-language CCR provisions, applied to Spanish-LEP as a national benchmark Granularity: Per utility (PWSID-keyed) License: CC-BY-4.0 Canonical URL: https://zipcheckup.com/data/open/ccr-rich-spanish/us-spanish-required-water-utilities-2026-05.json Version DOI: not minted; external… See the full description on the dataset page: https://huggingface.co/datasets/artakulov/us-spanish-required-water-utilities.

sourceHugging Faceupdated 11d agoView on Hugging Face
0likes64downloads
Dataset Card

U.S. Water Systems Serving Spanish-LEP Communities

Version: 2026-07 (built 2026-09-13) Records: 1,449 U.S. public water systems whose service area meets California's published threshold for non-English-language CCR provisions, applied to Spanish-LEP as a national benchmark Granularity: Per utility (PWSID-keyed) License: CC-BY-4.0 Canonical URL: https://zipcheckup.com/data/open/ccr-rich-spanish/us-spanish-required-water-utilities-2026-05.json Version DOI: not minted; external publication is owner-gated Concept DOI: 10.5281/zenodo.20217878 (external archive; may lag this local version until publication) Parent dataset: 10.5281/zenodo.20216597 (full CCR-rich corpus)

Immutable predecessor lifecycle

  • —Version 2026-05; DOI 10.5281/zenodo.20217879; Zenodo record https://zenodo.org/records/20217879; records 1454; status retired.
  • —Version 2026-06; DOI 10.5281/zenodo.20592313; Zenodo record https://zenodo.org/records/20592313; records 1432; status published.

⚠ Correction notice (v2026-07)

The first version (v2026-05, DOI 10.5281/zenodo.20217879) framed this as utilities "federally required to publish Spanish-language CCRs." That framing was incorrect and has been retired. There is no federal list or numeric threshold requiring Spanish-language CCRs: under 40 CFR §141.153(h)(3), multilingual information is required only "in communities with a large proportion of LEP consumers as determined by the Primacy Agency," and a contact for a translated copy or assistance satisfies the rule — full translation is not federally mandated. The v1 inclusion field (bilingual_required) was derived from the near-universal EPA Spanish courtesy line ("Este informe contiene información muy importante…"), present in ~57.6% of all CCRs regardless of any mandate, so it tracked boilerplate, not obligation. See CHANGELOG.md and methodology.md.

What this is (v2026-07)

One accepted signal and one deliberately withheld signal:

  1. 1.Service-area Spanish-LEP - Census ACS C16001 values are aggregated over direct service ZIPs. Percentage qualification is allowed only when every service ZIP has valid Census coverage. With partial coverage, the percentage and complete-area totals are null; a record can qualify only when its known Spanish-LEP count already exceeds 1,000, which is a safe lower bound.
  1. 1.CCR language evidence - currently withheld. ccr_pdf_spanish, ccr_spanish_term_count, languages_listed, and multilingual_program are null until source text, period, extractor, and locator evidence are accepted. Null means unknown.

Headline coverage

MetricValue
Systems meeting CA Spanish-LEP threshold1,449
Complete service areas609
Partial service areas (count lower bound only)840
Spanish-LEP residents in complete service areas2,273,875
Known Spanish-LEP lower-bound subtotal14,115,884
Threshold by count (>1,000) only311
Threshold by share (>10%) only104
Threshold by both194
Partial area qualifying by known count lower bound840
Accepted CCR translation classifications0

State distribution (top 10)

StateSystems
California (CA)371
Texas (TX)155
Florida (FL)98
Illinois (IL)90
Georgia (GA)49
New York (NY)45
New Mexico (NM)43
New Jersey (NJ)36
North Carolina (NC)35
Massachusetts (MA)34

Files

  • —us-spanish-required-water-utilities-2026-05.json — canonical PWSID-keyed JSON (stable file slug retained for citation/mirror continuity)
  • —us-spanish-required-water-utilities-2026-05.csv — flattened tabular
  • —schema.json — JSON Schema 2020-12
  • —methodology.md - regulatory basis, LEP derivation, and evidence caveats
  • —CHANGELOG.md — version history incl. v1→v2 correction
  • —CITATION.cff — citation metadata
  • —zenodo.json — metadata template for owner-gated external publication
  • —README.md — this exact eight-file package manifest

Citation

Akulov, A. (2026). U.S. Water Systems Serving Spanish-LEP Communities
(Version 2026-07). ZipCheckup. https://zipcheckup.com/data/open/ccr-rich-spanish/us-spanish-required-water-utilities-2026-05.json

License

CC BY 4.0. Source data: EPA SDWIS (public domain), Census ACS (public domain), utility-published CCR PDFs (public-record disclosures under SDWA §1414(c)).