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Observatory data

Machine-readable, documented, and free to cite.

Every Observatory dataset with its data dictionary, format options, and verification date. CSV exports guard against spreadsheet formula injection.

Campus deep fields: Yellow Ribbon, priority registration, certification timing (2026-08-27 tranche)

148 campus rows

Statewide-source fields for every public campus: archived VA GIDS version 1496 Yellow Ribbon agreements (9 campuses appeared in the 2026-08-27 snapshot; this is not a current participation count), the Education Code 66025.8 priority registration rule by system, and published certification timing statements (4 located). VA GIDS version 1525 (2026-10-27) differs materially and the Yellow Ribbon rows are under re-verification; confirm current agreements with the school.

Data dictionary
yellow_ribbon_agreement_in_va_dataWhether the campus appears in VA's Yellow Ribbon agreement data (GIDS version 1496, 2026-08-27)
yellow_ribbon_agreementsDegree level, division, maximum contribution, and student count, verbatim from VA's data
priority_registration_ruleRequired by statute (CCC, CSU) or Requested by statute (UC) under Ed Code 66025.8
cert_timing_statuslocated, not_located, blocked, or no_page from the 2026-08-27 automated page scan

College Fee Waiver Implementation Audit dataset (v1.0)

58 coded county rows + 148 coded campus rows

The coded tables behind the flagship implementation audit: whether each county and campus page names the fee waiver, stated intake channels, campus-hosted instructions, evidence categories, and per-row sources with retrieval dates. The JSON export carries both dictionaries and SHA-256 file hashes.

Data dictionary
waiver_named_on_pageWhether the audited page itself mentions the CalVet College Fee Waiver
intake_*Per-channel columns for stated application intake (county rows)
evidence_categoryNeutral coding category; see the coding guide on the audit page
sha256File hashes published in the JSON export for independent verification

California Education Benefit Library

20 benefit records

Structured records on federal and California education benefits: administering authority, legal cite, coverage, exclusions, offices, deadlines, sources, evidence status, and verification dates.

Data dictionary
idStable record identifier
official_name / common_nameProgram names
administering_authorityAgency that decides eligibility and administers the benefit
authority_citeStatutory or regulatory authority where verified
evidence_statusOne of the published evidence-status labels
last_verifiedDate the record was last checked against its cited sources
sourcesOfficial source URLs, pipe-separated in the CSV

California Public Campus Directory

148 campuses (116 CCC, 22 CSU, 10 UC)

Every currently operating public campus with system, city, county, district, and the independently verified veterans page with a fee waiver on page flag. Rosters verified against the system offices' published lists on 2026-08-26; veterans pages audited for all 148 campuses.

Data dictionary
idStable campus slug
systemCCC, CSU, or UC
districtCommunity college district (CCC only)
websiteOfficial campus site, verified for all three systems
veterans_pageThe campus veterans or military student services page, loaded and content-checked on the verification date
cfw_on_pageWhether the audited page itself mentions the CalVet College Fee Waiver (other waivers are not counted; blank where no page exists)
cfw_pageCampus or district hosted fee waiver instructions page, verified where the audited page links one (links to CalVet's own site are not counted)
contact_email / contact_phoneThe contact the audited veterans page publishes (not always the named certifying official)
last_verifiedDate the row was last checked

Who Controls What Responsibility Map

8 programs, 11 responsibility steps each

For each major program: who decides eligibility, receives the application, verifies enrollment, certifies, pays whom, applies waivers, calculates aid, handles errors, clarifies in writing, and what escalation path exists.

Data dictionary
programThe benefit or classification
columnsOne column per responsibility step, in student order

County Fee Waiver Pathways

58 counties, verified tranche growing

How each County Veterans Service Office publishes College Fee Waiver application intake: audited page, retrieval date, fee waiver presence, and any intake channels the page states. Unverified counties are labeled pending, never guessed.

Data dictionary
countyOne of California's 58 counties
statusverified (page loaded and coded) or pending
page_url / page_retrievedThe audited page and its retrieval date
cfw_on_pageWhether the audited page mentions the College Fee Waiver
intake_statedIntake channels the page itself states, pipe-separated in the CSV

Benefit Interaction Rules

10 sourced rule sets

The rules behind the Benefit Interaction Navigator: what is settled with its basis, what depends on the campus, questions to ask in writing, sources, and unresolved items.

Data dictionary
settled[].basisThe statute, rule, or agency material each settled statement rests on
evidence_statusOverall evidence label for the rule set
unresolvedQuestions current public sources do not clearly answer

Licensing: free to read and cite with attribution to the California Veteran Education Observatory, The Veteran Benefit Desk. A formal open-data license designation for original Observatory datasets is pending an editorial decision. Records quoted from official sources remain governed by their own terms; U.S. government works are generally not subject to copyright.

Suggested dataset citation: California Veteran Education Observatory (2026-08-26). [Dataset name]. The Veteran Benefit Desk. https://veteranbenefitdesk.com/california-veteran-education/data (accessed [date]). Include the version date shown on this page.

The California Veteran Education Observatory is an independent research and public-information project of The Veteran Benefit Desk. It is not affiliated with the U.S. Department of Veterans Affairs, the California Department of Veterans Affairs, the California Student Aid Commission, or any college or university. It does not provide individualized legal, financial-aid, education, or benefits advice.

GI Bill® is a registered trademark of the U.S. Department of Veterans Affairs (VA). More information about education benefits offered by VA is available at the official U.S. government website at va.gov/education.

Found an error or a source that changed? Submit an issue. Corrections publish under the corrections policy.

Printed from The Veteran Benefit Desk, https://veteranbenefitdesk.com/california-veteran-education/data. Figures reflect this page as published. Rates change each December; confirm current amounts at veteranbenefitdesk.com before relying on them.
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