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Lesson 6 of 13 · Free

Supply and demand reports: EIA, IEA, USDA and how to read them

Learn when the key oil, gas and crop reports are published and how to read EIA weekly data and WASDE balance sheets against expectations.

Author: Moustafa HijaziContent reviewed: 2026-10-305 min readSelf-study course

What you will learn

  • Which reports matter for oil, gas and agriculture and when they usually appear
  • How to read the EIA weekly petroleum and gas storage reports beyond the headline
  • How a WASDE balance sheet is built and how to compute ending stocks and stocks-to-use
  • How to judge a report against expectations, seasonal norms and one-off effects

Explanation

The Macro course showed that markets react to the surprise against the consensus, not to the number itself. This lesson applies that idea to commodity reports.

The report calendar

Report Publisher Usual timing Main content
Weekly statistics American Petroleum Institute (API), industry group Tuesday afternoon (US) Early estimate of US oil stocks
Weekly Petroleum Status Report (WPSR) US Energy Information Administration (EIA) Wednesday 10:30 a.m. ET Stocks, refinery runs, imports, exports, product supplied
Weekly Natural Gas Storage Report EIA Thursday 10:30 a.m. ET Change in US gas in storage
Short-Term Energy Outlook (STEO) EIA Monthly Supply, demand and price forecasts
Oil Market Report (OMR) International Energy Agency (IEA) Monthly Global supply, demand, OECD stocks
Monthly Oil Market Report OPEC Monthly Demand forecast, OPEC output from secondary sources
WASDE (World Agricultural Supply and Demand Estimates) USDA Monthly, usually between the 8th and 12th, 12:00 p.m. ET US and world crop balance sheets
Grain Stocks; Prospective Plantings; Acreage USDA Quarterly; end of March; end of June Stocks; planting intentions; planted area
Commitments of Traders (COT) US Commodity Futures Trading Commission (CFTC) Friday afternoon, positions as of Tuesday Positions by trader group

ET means US Eastern Time, normally six hours behind German time (the gap changes briefly when the two countries switch clocks on different dates). Holidays or a US government shutdown can delay reports, so check the official calendars.

Reading the WPSR

  • Start with the commercial crude stock change, but also read Cushing stocks, gasoline and distillate stocks and refinery utilisation.
  • Product supplied is the EIA's measure of fuels leaving the primary system, a proxy for demand. Use the four-week average because single weeks are noisy.
  • Net imports and exports swing widely with tanker timing. One delayed export week can turn a draw into a build.
  • SPR changes are reported separately from commercial stocks.
  • Compare with the consensus, the API figure and the five-year average for the same week, because stocks have a seasonal pattern.

Monthly oil balances

IEA, EIA and OPEC estimate supply minus demand, which implies a stock build or draw. Their forecasts differ and are revised often; the direction of revisions can tell you more than the level.

The WASDE balance sheet

Total supply = beginning stocks + production + imports

Total use = domestic use + exports

Ending stocks = total supply − total use

Then stocks-to-use = ending stocks ÷ total use (lesson 5). The market compares each number with the average analyst estimate published before the report.

Commitments of Traders

The COT report splits open interest into groups such as producers, swap dealers and managed money (funds). Very large fund positions show crowding and the risk of sharp moves when funds exit. It gives context, not timing.

Worked example

Hypothetical example, part 1: a WASDE corn balance (million tonnes). Beginning stocks 30, production 380, imports 2, domestic use 310, exports 70.

  1. Total supply: 30 + 380 + 2 = 412.
  2. Total use: 310 + 70 = 380.
  3. Ending stocks: 412 − 380 = 32; stocks-to-use: 32 ÷ 380 = 8.4%.
  4. The new report cuts production to 372 with use unchanged: ending stocks 24, stocks-to-use 24 ÷ 380 = 6.3%.
  5. Analysts expected ending stocks of 28, so the report is 4 million tonnes tighter than expected.

Part 2: an EIA week. Consensus expected a crude draw of 1.5 million barrels; API showed −0.5 million; the EIA reports a build of +2.0 million. Surprise: +2.0 − (−1.5) = +3.5 million barrels. But exports fell by 0.6 million barrels per day versus the prior week: 0.6 × 7 = 4.2 million barrels stayed in the country. The build is explained by export timing, and four-week product supplied is steady, so the report is weak evidence of falling demand.

Excluded: price reaction, revisions to previous weeks and data errors.

Common mistake

Reacting to the headline crude number aloneOne week of crude stocks is noisy and often driven by tanker timing. Check exports, refinery runs, product stocks, the four-week demand average and the seasonal norm before drawing a conclusion. Spreads and volatility can jump at release time, so a stop can be filled far from its level.

Practice activity

Hypothetical data (million tonnes).

  1. Wheat: beginning stocks 15, production 120, imports 5, domestic use 95, exports 30. Calculate total supply, total use, ending stocks and stocks-to-use.
  2. The next report raises exports by 4 with everything else unchanged. Calculate the new ending stocks and stocks-to-use. Analysts expected 13. Is the report tighter or looser than expected?
  3. The EIA reports a gas injection of 60 billion cubic feet (bcf). Consensus was 72 bcf; the five-year average for the week is 75 bcf. Interpret.
Show solution

1. Supply 15 + 120 + 5 = 140; use 95 + 30 = 125; ending stocks 15; stocks-to-use 15 ÷ 125 = 12.0%.

2. Use 129; ending stocks 140 − 129 = 11; 11 ÷ 129 = 8.5%. 11 is below the expected 13, so tighter than expected.

3. The injection was 12 bcf below consensus and 15 bcf below the seasonal norm: a tighter-than-expected week. One week can still be affected by weather or reporting effects.

Limitations: real reports include revisions to earlier months and different marketing years by country.

Key takeaways

  • Know the calendar: API Tuesday, EIA oil Wednesday, EIA gas Thursday, WASDE monthly.
  • Judge each figure against consensus, the seasonal norm and one-off effects such as exports.
  • Ending stocks = supply − use; stocks-to-use summarises the balance.
  • COT data show crowding and context, not timing.

Next step

In the next lesson you see how futures curves turn into the return an ETC investor actually earns, including roll yield and collateral return.

Self-check

Answer the questions, then check your answers. You can retry as often as you like.

1. Hypothetical WASDE balance (million tonnes): beginning stocks 20, production 100, imports 4, domestic use 80, exports 30. What are ending stocks?

2. Why should you compare a weekly stock change with the five-year average for the same week?

3. The EIA shows an unexpected crude build, but exports fell sharply that week and four-week product supplied is stable. What is the most careful reading?

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