Data downloads

One row per (program element × amount type) figure in the FY2026 President's Budget R-1/P-1 workbooks, carrying the source sheet and cell address it was read from. Fenced to the PB2026 edition. Add rows only: the P-1 flags each row Add or Non-Add, and Non-Add rows are memo lines the exhibit does not add into its own totals, so summing the workbook without that filter double-counts. P-1R rows are the reserve-component subset of P-1 lines and are never summed with them.

The decade sibling of budget_lines: one row per (President's Budget edition × program element × amount type) figure across all ten editions PB2017–PB2026, each cited to its own edition's workbook cell. Editions are parallel publications, never reconciled.

One row per (program element × project × budget scenario) cost figure extracted from J-book R-2/P-40 XML, with its XML element path and source-PDF SHA-256. `account` is the appropriation the figure was filed under (NULL for R-2/RDT&E rows, which carry none): ten PB2026 budget-line codes are shared by two different Navy programs in two different appropriations, so summing this table by pe_bli alone adds those pairs together.

Page resolution is partial: of 17,900 rows carrying a non-zero amount, 3,407 resolve to a unique PDF page and 6,472 to the first page the amount appears on; the remaining 8,021 (45%) resolve to no page and cite their XML path instead.

One row per J-book narrative text block (mission, description, justification or accomplishment/planned-program) with its XML element path and source-PDF SHA-256. Fenced to the PB2026 edition, plus the PB2017–PB2025 narratives a program-lineage edge cites: citation targets only, never a program page's own prose.

One row per (program element × organization) with FY2024 actuals, FY2025 total, FY2026 total and the FY25→FY26 delta pivoted side by side.

One row per program element that has full R-2/P-40 J-book detail (the detail-grade tier, NOT the full page universe; see the corpus statement on /data/), with org, exhibit family, project count and reconciliation status.

One row per contractor entity family, name-normalized across USAspending/SAM.gov UEI registrations, with its UEI count, total DoD obligation and worst match-confidence tier. The sam_* columns carry the SAM.gov Entity Management record of the family's dominant registration (status, CAGE, legal business name, business types, primary NAICS, expiry) where the bounded extract has reached it — enrichment, never an input to the confidence tier, and NULL wherever it has not.

One row per (contractor family × filing year) of Senate LDA lobbying totals, beside the family's DoD obligations (repeated on each year row). Income and expense are non-additive: a self-filer's expense can include its outside firms' income, so lobbying_total_usd, a plain sum, can double-count.

One row per (LDA filing × matched program element) mention — a filing appears once for every program its issue text has keyword co-occurrence with (an exact PE/BLI code, a curated alias, or >=2 distinct title words; see evidence_kind), never a claim that the filing names the program. Rows count evidence-tiered mentions, not filings.

One row per (program element × USAspending award) crosswalk link, each carrying its match method and confidence tier. A link is an inference, not a reported fact.

One row per (pop_state × pop_district) place of performance, with transaction count and total obligation over every DoD award transaction the site loads that records a pop_state, not only crosswalk-linked awards. pop_state is not normalized (contracts: two-letter code; assistance: state name).

One row per (state × congressional district), with obligation dollars counted once per DISTINCT high-confidence-crosswalked award — the district headline. Its per-(district, program element, appropriation account) sibling, fct_district_programs, is not summable: an award matched to N program elements appears N times with the same dollars there.

One row per program element carrying at least one published crosswalk link, on TWO bases: *_all over every published link (high and medium confidence), *_high over high-confidence links alone. hhi_high and top_family_high are NULL below the floor: 3 linked awards, 2 families holding positive dollars (positive_family_count_high), positive program_dollars_high (ROADMAP #80).

7 of its 536 rows are code-level (scope = 'code'): a budget-line code two or more programs share. On 3 of them (0145, 3010 and 3215) more than one member's key carries links, so the row pools every member key with links and describes no single program. On 4 (2101, 2292, 3050 and 4217) one member's key carries every link, so the row is that member's figure: 2101 is 2101-WPN's, 2292 is 2292-WPN's, 3050 is 3050-OPN's, 4217 is 4217-OPN's. member_keys_with_links counts the member programs whose own key carries a published link.

One row per (jurisdiction × comparable spending category × fiscal year) in the CA/CT state-checkbook pilot, with population and per-capita amount.

One row per federal agency reporting improper payments, with the derived dollar exposure and weighted error rate from paymentaccuracy.gov.

One row per individual lobbyist named in Senate LDA filings, with covered-position and revolving-door flags and the UUID/URL of the filing that disclosed them.

One row per source citation, keyed by fact_id, in 10 kinds: workbook (a President's Budget workbook cell), derived (a recorded value with its formula), lda_filing (a Senate LDA filing), jbook_narrative (a J-book narrative passage), jbook_pdf (a figure printed in a J-book PDF, or the PDF alone where that figure is unresolved), usaspending (a USAspending API query), announcement (a DoD contract announcement), subaward (a subaward on a USAspending prime award), state_file (a state spending source file) and state_soql (a state open-data query).