jennyota/filing-boards

POPS4 Filing Boards

Eight tables built from United States SEC filings, refreshed daily, each row linked to the original document on EDGAR.

Live boards: https://www.pops4.com/boards Source repository: https://github.com/HuangGoodmanAgency/filing-boards Dataset home: https://huggingface.co/datasets/jennyota/filing-boards

What makes this dataset unusual

Nothing in it is written. Every value either comes from a document that the row links to, or is a number computed from one. There is no summarisation step, no model-generated text, and no interpretation layer. The only claim a row makes is this company filed this document on this date.

Where a row carries a quote, it is a single verbatim sentence taken from the press release exhibit attached to that filing — not a paraphrase.

This makes the dataset suitable as a grounding or evaluation source, because every row is independently checkable against a public primary document.

Configs

Config	Filing	Records
cmo-moves	8-K Item 5.02	Departures and appointments of directors and officers
agreements	8-K Item 1.01	Entry into material definitive agreements
annual-meetings	Form DEF 14A	Definitive proxy statements
charter-amendments	8-K Item 5.03	Articles, bylaws, fiscal year; renames flagged
mergers	8-K Items 2.01, 5.01	Completed acquisitions and changes in control
ipo-watch	Form S-1	Companies registering to go public
restructuring	8-K Item 2.05	Costs associated with exit or disposal activities
breaches	8-K Item 1.05	Material cybersecurity incidents

Fields

id (SEC accession number, the filing's own primary key) · company · ticker · exchange · cik · items (the filer's own 8-K item tags) · sector (the SEC's own industry wording) · filerCategory · revenue, revenueFY (as reported by the company in XBRL) · city, hq · formerName · event (period of report) · filed · deadline (breaches only) · quote (verbatim, where present) · source · profile.

Limitations, stated plainly

• About half of 8-K filings carry no press release exhibit, so most rows have no quote.
• Item 1.05 filings are genuinely rare — roughly one a fortnight. A near-empty breaches config is correct.
• Item 5.03 covers articles or bylaws or fiscal year. Most are not renames; genuine renames are flagged per row from the filer's own former name.
• deadline uses the shortest common statutory notification window. Real obligations follow where affected residents live, so one incident can run several clocks. It is an indicator, not legal advice.
• Coverage deliberately undercounts rather than guessing.

Licence and attribution

CC BY 4.0. Free to use with credit to POPS4.

Underlying filings are published by the U.S. Securities and Exchange Commission and are public domain. This dataset adds structure and links, not content.

Citation

@misc{pops4_filing_boards,
  title  = {POPS4 Filing Boards: SEC 8-K signals with primary-source links},
  author = {Huang Goodman, Jenny},
  year   = {2026},
  url    = {https://www.pops4.com/boards},
  note   = {Hako Shikin LLC. CC BY 4.0.}
}

Maintained by Jenny Huang Goodman MPA MSc MHSA, Principal — Hako Shikin LLC.