Law, politics, and civic

ELECT election data.

Election-related tools and datasets.

Public GitHub/downloads/site datasets where public Free public where open Election/project-dependent Open source
Runtime role

Catalog only

Access class

Public

Access type

GitHub/downloads/site datasets where public

Free status

Free public where open

Cadence

Election/project-dependent

Last verified

2026-05-11

Access class note

Public web, file, catalog, or documented endpoint access with no paid gate implied in the source profile.

Used in layers

page reference only

Useful fields

document title, publication date, agency, law/bill identifier, status, topic, URL/PDF, effective date

Reliability rating

Medium: useful public signal, but extraction can depend on dashboard or agency publishing patterns.

Runtime truth

Runtime role

Catalog only

Production ready

Not yet

Entity scope

No runtime entity scope yet.

Observation scope

No live observation ingestion yet.

Decision scope

Not wired into active decisions yet.

Runtime note

Profiled in the atlas and public pages, but not yet connected to live graph computation.

How this helps travel recommendations

Adds official context for regulations, public notices, visa/admin changes, civic issues, and event-risk interpretation.

Developer reference

Best endpoint

Prefer official gazette, parliament, legal-data, or event feeds; store publication date and effective date separately.

Recommended refresh

Refresh weekly or when the catalog metadata changes; many agency catalogs update irregularly.

Travel scoring role

Adds official context for regulations, public notices, visa/admin changes, civic issues, and event-risk interpretation.

Comparable / backup source

Royal Gazette, Open Law Data Thailand, Parliament/WeVis, government PRD, GDELT, ACLED, and official agency notices.

Example request

# Source landing or publication page; inspect linked documents or resources before automation.
curl -L "https://elect.in.th/"

Failure modes

  • Legal PDFs can be hard to parse.
  • Publication and effective dates can differ.
  • News/event feeds require careful interpretation.

Last checked and source confidence

Last checked: 2026-05-11.

Source confidence: Treat this profile as strongest for the exact role named above. It is weaker when the source is stretched into live availability, legal proof, or traveler-fit decisions it does not directly prove.