MARKET ANALYSIS · Beginner · 7 min read · 3 Nov 2026 · Navion Pro Research

How to Read an Economic Calendar: Forecast, Actual, Previous

An economic calendar lists the data releases and central bank decisions coming up each day. It is one of the simplest tools a trader can use, and one of the most useful. This guide explains how to read it.

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Key Points

  • An economic calendar shows when key data comes out, which country it covers and how much it tends to move markets.
  • Each release has three numbers: the forecast, the actual and the previous.
  • Prices often move on the gap between the forecast and the actual, not on the number itself.
  • Spreads can widen and prices can jump around big releases. Check the calendar before you trade, every day.

What an economic calendar shows

Most calendars list each event in a row with the same set of columns:

ColumnWhat it tells you
TimeWhen the figure is released. Set the calendar to your own time zone.
Country or currencyWhich economy the figure covers, such as the US or the euro area
EventWhat is being released, such as inflation, jobs or a rate decision
ImpactHow much the release tends to move markets, often shown as low, medium or high
ForecastWhat economists expect the figure to be
ActualThe real figure, filled in the moment it is released
PreviousThe figure from the last release

Forecast, actual and previous

Forecast. Before a release, economists send in their estimates. The calendar shows the middle of those estimates, often called the consensus. It tells you what the market already expects.

Actual. This is the real figure. It appears the moment the data is published.

Previous. This is the figure from the last release, so you can see whether things are getting better or worse. Sometimes the previous figure is revised when new information comes in. A big revision can move prices as much as the new figure.

Why the surprise matters most

Markets try to price in what they expect before it happens. So when a figure comes out exactly as forecast, prices may barely move. When it comes out well above or below the forecast, prices can move fast.

Traders often react less to whether a number is good or bad, and more to whether it is better or worse than expected.

An example: reading an inflation release

This example is for illustration only.

The calendar shows US inflation for the month: forecast 0.3%, previous 0.2%. When the data comes out, the actual figure is 0.5%.

  • Inflation came in well above the forecast, a surprise of 0.2 percentage points.
  • Higher inflation can mean interest rates stay higher for longer.
  • In this case, traders might buy the US dollar and sell gold, which pays no interest.

If the actual had come in at 0.3%, matching the forecast, the move might have been small, because the market already expected it.

If the actual isThen the market often
Close to the forecastMoves little, because the figure was expected
Well above the forecast for inflation or jobsPrices in higher rates, which can lift the currency and weigh on gold and stocks
Well below the forecast for inflation or jobsPrices in lower rates, which can weigh on the currency and lift gold and stocks
Mixed, with a big revision to the previous figureReacts to the full picture, so the first move can reverse

A pattern, not a rule.

The releases that move markets most

  • Interest rate decisions. Central bank decisions, and what policymakers say afterwards, can move every major market.
  • Inflation. Consumer price figures shape what central banks may do next.
  • Jobs. In the US, the monthly jobs report is one of the most watched releases of the month.
  • Growth. Gross domestic product (GDP) shows how fast an economy is growing or shrinking.
  • Business surveys. Purchasing managers' index (PMI) surveys give an early read on how businesses are doing.
  • Commodity data. Weekly US crude oil stock figures can move oil prices.

Many major US releases come out at 8:30 New York time. That is 19:00 IST in the northern winter and 18:00 IST when the US is on daylight saving time.

Planning your trading around the calendar

  1. Check the calendar at the start of each day. Note any high impact releases for the markets you trade.
  2. Know what is expected. Look at the forecast and the previous figure before the release, not after.
  3. Expect wider spreads. Around big releases, spreads can widen and prices can jump past your order levels, causing slippage.
  4. Review open trades. Decide whether to hold, reduce or close a position before a big release, rather than in the moment.
  5. Wait if you are unsure. Many traders let the first move settle before deciding what to do.

Risk disclosure: Trading involves significant risk of loss and is not suitable for all investors. Past performance is not indicative of future results. This brief is for information and education only. It is not investment advice, a recommendation or an instruction to buy or sell anything. The likely market reactions described here are our assessments of what could happen, not predictions, and markets can and often do move differently. Figures and forecasts come from third party sources and may change. Make your own decisions, and consider independent advice if you are unsure.

Frequently Asked Questions

It is the figure economists expect, based on the middle of their estimates. It shows what the market is already prepared for.

The figure may have been good but still below the forecast. Markets react to surprises, not just to whether the news is good or bad.

The last release has been updated with new information. A large revision can change how traders read the new figure.

That is your choice. Prices can move fast, spreads can widen and orders can fill at worse prices than expected. Plan your risk before the release.

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