ARTOMETRICS · Mon, Nov 2, 2026 · DATA REPORTS

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Padres: What Changed When We Fixed the Data

We audited the Padres dataset behind our record-sale report, rebuilt it from Lahman 1969–2025 plus a verified 2026 season, and reconciled every number the July 2026 live page had published—including a corrupted HTML sync, stale sale copy, and an FAQ that claimed eight runs in two deciding games.

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PADRES: What Changed When We Fixed the Data

Fast facts

10

postseasons in 58 seasons after the completed 2026 campaign (was 9 in 57)

91-71

2026 record; MLB Stats API matches Baseball-Reference

0 + 1

runs in the 2024 and 2025 deciding games (FAQ had claimed eight combined)

Unanimous

owners approved the sale Aug 17, 2026 (page had still waited on 22 owners)

53.2% [47.2–59.3]

share of untied playoff series the better regular-season team won, 1995–2025

Executive summary. Research is only as good as its ledger, so we treat corrections as findings. We re-audited the data behind PADRES: Record Sale, Zero Championships, fixed a broken sync to the live HTML body, and recomputed every number we had published. The thesis survives: demand and tax payroll are solved; conversion is not; franchise values still track the market. What changed is the calendar. The sale is approved. Milwaukee ended 2026. The FAQ no longer claims eight runs in two winner-take-all games.

WHAT WE CHECKED

The July 2026 live page in src/content/blog/padres.md had lost four sections (Fifty-seven seasons, Preller doctrine, tax-bill section, expansion peers), spliced the expansion “alibi” paragraph onto the Wrigley opener, and left charts 1, 3, and 4 without working embeds. audioSrc pointed at /audios/padres.mp3 (SPA fallback) instead of /audios/padres-the-artometrics-of-paying-for-october.mp3. The Quarto source at articles/padres/ was intact; the publish merge was not.

We rebuilt the numeric ledger from Lahman’s 2025 database (Padres 1969–2025, CC BY-SA 3.0), added the completed 2026 season from Baseball-Reference, and fact-checked 91–71 against the MLB Stats API NL standings (see data/padres/verify/mlb_api_check.json). Competitive-balance-tax payrolls remain the Spotrac compilation in the July 2026 draft—labeled as tax payroll, not cash. One script reproduces the clean tables: python3 scripts/padres-data/clean_audit.py (rules in CLEANING_LOG.md, intervals in METHODS_NOTE.md).

OLD VS NEW

Published is what the July 2026 live page or sports-canon generator stated. Raw new recomputes from Lahman without changing the file. Clean new is the October 2026 audit, including 2026 and copy fixes. Brackets on rates are 95% bootstrap ranges (5,000 draws, seed 20261013).

FigurePublishedRaw newClean new (Oct 2026)Status
Franchise seasons counted575758updated
Postseason appearances9910updated
2026 regular-season record55-53 in progress91-71corrected
Postseason series record7-97-98-10updated
Sale approvalwaits on 22 of 29 ownersunanimous Aug 17, 2026corrected
FAQ deciding-game runs (2024+2025)combined eight runs0 + 1corrected
Payroll headlineabout $1.5bn of payroll / cash spent1500.1$1,500.1M CBT tax payroll sumcorrected
Pennant chart first baryears between pennantsdebut to first pennant (15 years)corrected
Better record among untied series, 1995–202553.2%53.2%53.2% [47.2–59.3]unchanged
2025 attendance3,437,2013,437,2013,437,201unchanged
2026 attendance3,347,081new
70,000 DTC subscribersstatedremovedunsourced_removed
$858M owed five playersstatedremovedunsourced_removed
Farm rank last of 30statedremovedunsourced_removed

The full machine-readable ledger is data/padres/clean/old_vs_new.csv (mirrored under public/data/articles/padres/data/).

WHY THE BIG NUMBERS MOVED

Calendar, not math. Lahman through 2025 was already correct on wins, attendance, and the 132/116/11 coin-flip split. The step change is 2026: a third straight postseason, a wild-card sweep of the Cubs, and an NLDS loss to the Brewers—the club the July draft had used as a low-payroll alibi.

Copy and sync, not sources. The eight-run FAQ line had no box-score support (Games 4–5 of the 2024 NLDS were shutouts; the 2025 wild-card deciding game was 1–3). The sale paragraph was stale after the unanimous August vote. The pennant-gap chart mislabeled the first bar; the axis now distinguishes debut-to-first-pennant from gaps between flags.

Wording on payroll. Summing six Spotrac competitive-balance-tax payrolls is not the same as cash spent. The report now says $1,500.1 million of tax payroll, with 2026 still a July snapshot.

METHOD NOTES

Bootstrap rates in rate_bootstrap.csv: better record among untied series 0.5323 [0.4718–0.5927], n = 248; Padres postseason rate 10/58 = 0.1724 [0.0862–0.2759]; pennants per postseason (Lahman-era PS only) 0.2222 [0.0–0.5556], n = 9. See scripts/padres-data/METHODS_NOTE.md and DATA_DICTIONARY.md.

EDITOR'S NOTE

Part of our corrections series: we publish what changed, and why, whenever we fix a dataset. Human editorial direction; AI-assisted analysis per Artometrics workflow.

— Artometrics Editorial Desk