Data status
What is in this build
Dataset 2026-10-27T12:06:31+00:00-c598315, generated 27 Oct 2026, 12:06 UTC. Season 2026-27.
Metric definitions and verification are on Metrics and audit. Methods are on Methodology; source layers are on Sources and provenance.
Update
What ran to build this dataset
Mode daily · run 2026-10-27T12:00:33+00:00-4124035 · finished 2026-10-27T12:07:25+00:00
28 recorded steps · 0 not ok
Result guard: pass · no source conflicts
Sources
Per-source freshness
Every source the update consumes, with its age against its own refresh window. Required sources must be fresh before publish.
| Source | Age (h) | TTL (h) | State | Required |
|---|---|---|---|---|
| api_football | 0.0 | 24 | fresh | no |
| api_results | 0.1 | 1 | fresh | no |
| availability | 0.1 | 504 | fresh | no |
| career | 0.1 | 24 | fresh | no |
| football_data_uk | 0.1 | 6 | fresh | yes |
| former_players | 0.1 | 24 | fresh | no |
| history_backfill | 0.1 | 24 | fresh | no |
| matchday_snapshot | 19.1 | 20 | fresh | no |
| scouting_clubs | 0.0 | 24 | fresh | no |
| scouting_europe | 0.0 | 24 | fresh | no |
| scouting_pool | 0.1 | 24 | fresh | no |
| scouting_roles | 0.0 | 6 | fresh | no |
| scouting_rose_history | 0.0 | 168 | fresh | no |
| scouting_standings | 0.0 | 24 | fresh | no |
| spfl | 0.1 | 1 | fresh | yes |
| xg_enrichment | 0.0 | 24 | fresh | no |
Validation
Data-quality checks
42 checks · 0 errors · 0 warnings.
Report checksum sha256:54df2ddcce033536f5938b8ee09071a8614668185118aab2beb72cd15ca4d000
Metric audit
Registry and verification
Registry 3.11.0 · 83/83 metrics passed · 26/26 parameters.
60 metrics are provenance-only: present and source-checked, not independently recomputed. See every definition and audit result.
Registry checksum sha256:47f21daf427a0926a215591849c408fc3f0fab8495fc3e784803708449392cb7
Cross-surface audit
One fact, one value
26/26 checks passed · 0 failed.
The check compares published payloads: squad counts, loan scopes, player totals, xG aggregates, fixture results, scheduled counts and availability universes. It catches disagreement, not an incorrect shared formula; the metric audit covers the formula.
Coverage
Competitions
| Competition | Matches | Expected | Depth | Event matches | Player stats |
|---|---|---|---|---|---|
| Scottish Premiership | 60 | 228 | match | 0 | 0 |
| Scottish Championship | 58 | 180 | match | 0 | 0 |
| Scottish League One | 58 | 180 | match | 0 | 0 |
| Scottish League Two | 55 | 180 | match | 0 | 0 |
Cups
Licensed coverage
| Competition | Licensed | Official | Coverage | Note |
|---|---|---|---|---|
| Premier Sports Cup | 94 | — | match | The licensed feed supplies all 80 group matches and the knockout ties, including penalty shoot-outs. Group standings are not provided; the app computes the eight group tables. Group letters are assigned by the app from the fixture graph because the feed does not expose the official draw letters. |
| Scottish Gas Men's Scottish Cup | 65 | 136 | partial | The licensed feed covers 65 of 136 ties (First Round, Second Round, Third Round). Rounds not provided: Preliminary Round One, Preliminary Round Two, Preliminary Round Three, Fourth Round, Fifth Round, Quarter-final, Semi-final, Final. The page labels the gap rather than inventing ties. |
Transfers
Confirmed business
229 rows · 4 official-confirmed · 225 source-linked curated.
Confirmed business only. The recent four windows are audited against a seniority review; earlier windows are curated partial. Rows are curated from the licensed API-Football candidate feed and Wikipedia season tables; an official AFC announcement is linked where found. Fees are not in the feed. Disclosed/reported fees are kept as anchors; undisclosed permanent moves carry an inferred range, not a claimed amount. Free transfers count as zero fee; loan fees are excluded. Loan end, recall and obligation terms are unknown unless confirmed.
Former players
Post-Aberdeen coverage
76 players · 71 with an API id · 33 with post-career league rows · 0 sell-on receipts computed.
The register covers 2019-20 onward. Post-career league seasons are measured where the provider covers them; missing seasons are gaps, not zero. Cup and European provider rows are excluded from totals because some repeat league totals. Ratings are league-relative.
History
The Cormack era
8 curated seasons · 22 people · 20 major honours.
Manager records are league-only. Pre-2024-25 transfer windows are curated partial. Selection depends on the historical lineup backfill.
Rumours and fan signal
Curated and sampled
0 curated rumour rows · 0 active.
4 forum topics and 83 first-page posts sampled · no raw posts published.
A curated register of Aberdeen-linked rumours, separate from the confirmed transfer register. Status is a lifecycle label, not a probability. Confidence is editorial and must be justified by the linked sources. Confirmed rows link to the transfer register and are then a historical record, not a second source of truth. Sampled first pages of recent Rumour Mill topics. This is not the whole thread, the whole forum or the fanbase. No raw post bodies, usernames or quotes are published, and the text is not used for AI training.
Sources
Freshness
- football-data.co.uk ·
ok· 10,085 rows · checked 2026-10-21 - API-Football ·
ok· 1,741 rows · checked 2026-10-23 - AFC Chat — The Rumour Mill ·
ok· 83 rows · checked 2026-10-21 - Aberdeen FC news ·
ok· 26 rows · checked 2026-10-21 - SPFL official club feed ·
ok· 12 rows · checked 2026-10-21 - Wikipedia ·
ok· 0 rows · checked 2026-10-21 - Sportmonks ·
ok· 0 rows · checked 2026-10-21 - Aberdeen FC men's team roster ·
ok· 0 rows · checked 2026-10-24
Marts
Published outputs
league_table.sco:premiership· 12 rowsleague_table.sco:championship· 10 rowsleague_table.sco:league-one· 10 rowsleague_table.sco:league-two· 10 rowssquad.sco:aberdeen· 34 rowsclub.sco:aberdeen· 10 rowsavailability.sco:aberdeen· 34 rowsmatchday.upcoming· 1 rowstransfers.sco:aberdeen· 229 rowsformer-players.sco:aberdeen· 76 rowsformer-players.seasons.sco:aberdeen· 76 rowstransfers-audit.sco:aberdeen· 1 rowshistory.sco:aberdeen· 8 rowshistory.season.2019-20· 1 rowshistory.season.2020-21· 3 rowshistory.season.2021-22· 3 rowshistory.season.2022-23· 3 rowshistory.season.2023-24· 4 rowshistory.season.2024-25· 1 rowshistory.season.2025-26· 3 rowshistory.season.2026-27· 1 rowscase.sco:aberdeen· 6 rowsneeds.sco:aberdeen· 7 rowsxg.sco:aberdeen· 367 rowsscouting.comparison· 9 rowsscouting.sco:aberdeen· 10 rowsscouting.coverage· 33 rowsscouting.pool· 4529 rowsscouting.search· 4529 rowsscouting.value-model· 1 rowsfixtures.sco:aberdeen· 368 rowsmatches.sco:aberdeen· 368 rowsanalysis.summary· 1 rowsrumours.sco:aberdeen· 0 rowsrumours.profile· 0 rowsforum.afc_chat· 83 rowscompetitions.index· 3 rowscompetitions.league-cup· 94 rowscompetitions.scottish-cup· 65 rowsprovenance· 32 rowscoverage· 1 rowsseasons· 14 rowsentities· 592 rowsentities.scouted· 4446 rowspage-meta· 1 rowsdefinitions· 96 rowschangelog· 16 rowsunknowns· 20 rowsaudit.results· 1 rowsaudit.consistency· 26 rowsmetrics.registry· 83 rowsaudit.metrics· 83 rowsaudit.validation· 42 rowsplayers.sco:aberdeen· 34 rows
Provenance
How this page is sourced
Dataset 2026-10-27T12:06:31+00:00-c598315. Sources and coverage are listed below; the page keeps its own source and uncertainty labels.
The status page reports the update and source state, not a data fact.
Definitions: availability.ledger · consistency.summary · coverage.surfaces · former.coverage · former.summary · manifest.freshness · table.record · transfers.audit
Corrections and changes are recorded on Corrections and contact.
Cite this page
Data status. Dataset 2026-10-27T12:06:31+00:00-c598315, as of 2026-10-27T12:06:31+00:00. Source: published fitba record. Definitions: availability.ledger; consistency.summary; coverage.surfaces; former.coverage; former.summary; manifest.freshness; table.record; transfers.audit.