Finance

Inside the EIA's Weekly Petroleum Status Report: Structure and Signal

Marcus SterlingPublished 4w ago5 min readBased on 2 sources
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Inside the EIA's Weekly Petroleum Status Report: Structure and Signal

The Energy Information Administration publishes its Weekly Petroleum Status Report (WPSR) each week at a fixed landing page, EIA, rather than as a series of one-off releases. For traders and analysts building models around US crude balances, the structure of that report — not just the headline numbers on any given week — is what determines how quickly and reliably a signal can be extracted.

The report's architecture is worth revisiting for anyone who consumes it mainly through wire-service summaries. The Highlights page is distributed as a standalone PDF at EIA, giving desks a fast read on the top-line stock changes before the full tables load. Sitting alongside it is a Data Overview PDF that merges Table 1 and Table 9 into a single document — useful for anyone who wants balance-sheet and refinery-input context without stitching together separate files.

Table 1, the U.S. Petroleum Balance Sheet, is the workhorse of the release. It's published in CSV, XLS, and PDF formats, which matters more than it sounds: the CSV feed is what most quant shops and API-based data vendors ingest directly for automated stock-draw calculations, while the PDF remains the reference format for anyone cross-checking a print against prior weeks by eye. The balance sheet ties together production, imports, exports, refinery inputs, and the resulting stock change — the arithmetic that ultimately produces the headline "crude build" or "crude draw" figure that moves WTI intraday.

Table 4 is the regional detail layer: stocks of crude oil broken out by PAD District, alongside U.S. totals for petroleum products. PADD-level granularity is what lets refiners and traders distinguish a Gulf Coast (PADD 3) inventory swing — often tied to export logistics or refinery turnarounds — from a Midwest (PADD 2) move driven by Cushing dynamics, which feeds directly into the WTI delivery-point basis. For anyone trading crack spreads or regional differentials, Table 4 does more analytical work than the national aggregate ever will.

The mechanics of how a release actually moves markets were on display in August 2022. On August 3 that year, Reuters reported that U.S. crude oil inventories rose unexpectedly, with the increase attributed to a drop in exports and reduced refinery run rates, according to EIA data Reuters. Gasoline stockpiles rose in the same report. The build ran counter to the median analyst expectation for a draw, which is precisely the kind of surprise that Table 1's export and refinery-input lines are built to explain after the fact — exports and run rates are the swing factors that separate a routine seasonal build from a genuine demand-side signal.

That 2022 episode is a useful reminder of why the WPSR's format discipline matters as much as its content. A single week's deviation from consensus is meaningless without the components that produced it. A build driven by falling exports reads very differently from one driven by falling refinery demand or rising domestic production — the first says more about global flows and freight economics, the second about domestic refining margins, and conflating them is a common source of bad short-term positioning around the Wednesday 10:30am ET release window.

None of this is a forecast, and nothing in the report's format tells you what next week's number will be. What the structure does is make the underlying accounting transparent enough that a surprise print can be decomposed rather than simply reacted to. For desks that trade around the release, that decomposition — exports versus refinery inputs versus production, PADD by PADD — is the actual edge, not the headline barrel count itself.