Economic News Events, Explained: A Beginner’s Guide to the Data That Moves Markets

Education

Every trading day, a handful of scheduled data releases hit the wire and, in the space of a few seconds, decide where the market goes next. CPI. Non-Farm Payrolls. The Fed. If you have ever watched price rip fifty points at 8:30am and wondered what just happened, this guide is for you.

We publish a short brief on each of these releases in The PTM Desk as they come out. This page is the companion glossary: what every one of those events actually is, what it measures, and how to read it — in plain English, no economics degree required. Bookmark it and come back whenever a brief mentions a release you do not recognise.

What's Inside

Jump straight to any section:

How any release moves price · Inflation · Jobs & the labor market · Growth & output · Business & regional surveys · The consumer's mood · Housing & construction · Energy inventories · Trade & fiscal · The Fed & Treasury · How to use this

First, How Any Release Moves Price

Before the individual events, learn the one framework that applies to all of them. Get this and you can read a release you have never seen before.

Every scheduled number comes with three figures: the actual (what was just reported), the forecast (what economists expected — also called consensus or estimate), and the prior (last period's number). Here is the part that trips up every beginner: the market has already priced in the forecast. Traders spent weeks positioning for the expected number. So the number itself does not move price — the surprise does. The gap between actual and forecast is where the volatility lives. A "good" number that was widely expected can sell off; a "terrible" number that was less terrible than feared can rally.

Watch the surprise, not the headline. A beat (actual better than forecast) or a miss (worse) versus consensus is what the reaction trades on. Revisions to prior months matter too — a strong headline paired with big downward revisions to last month is not as strong as it looks.

Then there is the chain reaction. Most US data feeds a single master question: what will the Federal Reserve do with interest rates? Inflation running hot pushes the Fed to keep rates high or hike, which tends to lift the US dollar and bond yields and pressure stocks. Inflation cooling, or the economy weakening, opens the door to rate cuts, which usually does the opposite. Growth and jobs data are read through that same lens — which is why in some regimes strong jobs data sells stocks off ("good news is bad news," because it delays cuts) and in others it rallies them. The reaction depends on what the market is currently obsessed with.

One more distinction worth knowing. Some data is leading (it points to where the economy is heading — permits, new orders, sentiment surveys), some is coincident (it tells you where things are now — production, spending), and some is lagging (it confirms what already happened — the unemployment rate, home prices). Leading indicators move markets more, because markets trade the future.

And the honest truth from a trading standpoint: you rarely make money predicting the number. You make it reading the reaction — where price accepts or rejects a level after the dust settles. That is the whole reason our method focuses on structure and how price behaves at key zones rather than on forecasting the print. Keep that in the back of your mind as you read on.

Inflation

The data that most directly drives Fed policy. Cooling inflation means possible rate cuts; hot inflation means higher-for-longer.

Consumer Price Index (CPI)

The headline inflation gauge — the change in prices for a basket of goods and services that households buy, from the Bureau of Labor Statistics. You will hear headline CPI (everything) and Core CPI (stripping out volatile food and energy to show the underlying trend). Reported monthly, usually mid-month at 8:30am ET, it is one of the two or three most market-moving releases there is.

Producer Price Index (PPI)

Inflation one step up the supply chain — the prices producers receive at the wholesale level, before goods reach the shelf. Because producer costs eventually get passed to consumers, PPI is watched as a pipeline signal for where CPI may head next. Also monthly from the BLS.

PCE and Core PCE

The Fed's preferred inflation measure, released inside the monthly Personal Income and Outlays report from the Bureau of Economic Analysis. When the Fed says it targets 2% inflation, it means Core PCE (Personal Consumption Expenditures, excluding food and energy). It updates its basket more flexibly than CPI, so the Fed trusts it more — which is exactly why the market treats it as the inflation read that counts most for policy.

Import Prices

The change in prices of goods coming into the country. It matters most when currency swings or tariffs are in play, because it shows how much of that cost is being passed through into the economy — an early read on imported inflation.

Employment Cost Index (ECI)

A quarterly BLS measure of what employers pay in wages and benefits. It is the cleanest read on wage inflation — and because wages are sticky and feed directly into services prices, the Fed watches ECI closely as a signal of whether inflation is becoming entrenched.

Jobs and the Labor Market

The other half of the Fed's mandate. A strong labor market supports spending but can keep inflation hot; a weakening one raises the odds of cuts.

The Employment Situation (Non-Farm Payrolls / NFP)

The biggest scheduled release of the month, out the first Friday at 8:30am ET from the BLS. It packs several numbers into one report: non-farm payrolls (net jobs added or lost), the unemployment rate, average hourly earnings (wage growth — an inflation input), and the labor force participation rate. Because it hits so many themes at once, NFP Friday is often the most volatile session of the month.

ADP National Employment Report

A private-sector payrolls estimate from payroll processor ADP, released a couple of days before NFP. Traders use it as a preview of the jobs report, though it often diverges from the official number, so treat it as a hint rather than a forecast.

ADP Weekly Employment

A higher-frequency, weekly read on private employment from the same source. It offers a more real-time pulse on hiring between the big monthly reports.

JOLTS (Job Openings and Labor Turnover Survey)

The BLS report on labor demand: job openings, hires, and — the one to watch — quits. A high quits rate means workers are confident enough to leave for better jobs, a sign of a hot labor market; falling quits signal cooling. Openings show how much slack (or tightness) is left in hiring.

Initial and Continuing Jobless Claims

The most timely labor data there is, released every Thursday by the Department of Labor. Initial claims count people newly filing for unemployment benefits (real-time layoffs); continuing claims count those still receiving them (how hard it is to find new work). Because it is weekly, it is the fastest way to spot the labor market turning.

Productivity and Unit Labor Costs

A quarterly BLS report. Productivity is output per hour worked; unit labor costs are what it costs in labor to produce one unit of output. Rising unit labor costs with flat productivity is an inflation warning — the Fed reads it as wage pressure feeding into prices.

Growth and Output

How much the economy is actually producing and spending. This is the scoreboard for recession-versus-expansion debates.

Gross Domestic Product (GDP)

The total value of everything the economy produces, from the BEA, reported quarterly. It comes in three passes — an Advance estimate first, then two revisions (Second and Third) as more data arrives — so the same quarter moves markets more than once. It is the broadest measure of growth, though it arrives with a lag.

Retail Sales

The Census Bureau's read on consumer spending at stores and restaurants, out mid-month. Since the consumer drives a large share of the economy, this is a heavyweight. Watch the control group (a core measure that strips out autos, gas, and building materials) because that is the piece that feeds directly into GDP.

Industrial Production and Capacity Utilization

From the Federal Reserve. Industrial production measures output from factories, mines, and utilities; capacity utilization shows how much of the nation's productive capacity is actually in use. High utilization can signal building inflation pressure; falling production flags a slowing economy.

Durable Goods Orders

New orders for long-lasting manufactured goods — cars, appliances, aircraft, machinery — from the Census Bureau. The volatile headline gets swung by aircraft orders, so the number professionals actually watch is core capital goods orders (excluding defense and aircraft), a clean proxy for business investment.

Factory Orders

A broader Census report covering orders for both durable and non-durable goods. It fills in the picture that durable goods orders starts, giving a fuller read on manufacturing demand.

Business and Wholesale Inventories

How much unsold stock businesses are holding, from the Census Bureau. The key figure is the inventory-to-sales ratio — rising inventories with falling sales can mean a slowdown is coming as firms cut orders. Inventories also feed directly into the GDP calculation.

Business and Regional Surveys

Fast, forward-looking readings taken by asking businesses how things are going. Because they are surveys, they often turn before the hard data does.

ISM Manufacturing PMI

The Institute for Supply Management's manufacturing Purchasing Managers' Index, out on the first business day of the month. The rule to memorise: above 50 means expansion, below 50 means contraction. Watch the sub-indexes too — new orders (future demand), prices paid (inflation), and employment. It is an early, closely-followed read on the factory sector.

ISM Services PMI

The same survey for the services sector, out a couple of days later. Because services are the larger part of the economy, this one often carries even more weight than its manufacturing sibling. Same above/below-50 rule.

S&P Global PMIs (Flash and Final)

A separate set of PMI surveys from S&P Global covering both manufacturing and services. The Flash reading is a preliminary estimate released mid-month — valued because it is one of the earliest reads on the current month — and the Final confirms it a week or so later.

Empire State Manufacturing Index

A regional factory survey from the New York Fed, one of the first monthly datapoints released. As an early regional signal, a big surprise here can set the tone for the national manufacturing reports that follow.

Philadelphia Fed Manufacturing Index

The Philadelphia Fed's regional factory survey, watched alongside Empire State. Together the regional Fed surveys give a fast, if noisy, preview of national manufacturing conditions.

The Consumer's Mood

Confidence surveys try to gauge how households feel — which shapes whether they spend or pull back.

University of Michigan Consumer Sentiment

A widely-followed read on how consumers feel about their finances and the economy, released as a preliminary estimate mid-month and a final at month-end. Its most important feature for markets is the inflation expectations component (one-year and five-year), because the Fed cares enormously about expectations staying "anchored" — if people expect high inflation, they behave in ways that create it.

Conference Board Consumer Confidence

A second confidence gauge, this one weighted more toward the labor market. Its "jobs plentiful versus jobs hard to get" question is a useful early read on employment conditions, and it often diverges from the Michigan survey, so traders watch both.

Conference Board Leading Economic Index (LEI)

A composite of ten forward-looking indicators bundled into a single number designed to signal turning points in the economy. A sustained decline in the LEI has historically been one of the more reliable recession warnings.

Housing and Construction

Housing is rate-sensitive and touches a huge slice of the economy, so it is a favourite gauge of how higher or lower rates are filtering through.

Existing Home Sales

Closed sales of previously-owned homes, from the National Association of Realtors. It covers the bulk of the market but lags, because it records deals at closing — weeks after the buyer and seller actually agreed.

New Home Sales

Sales of newly-built homes from the Census Bureau, recorded at contract signing rather than closing, which makes it more forward-looking than existing home sales — and a direct read on homebuilder demand.

Pending Home Sales

Signed contracts that have not yet closed, from the NAR. Because a pending sale leads a closed one, this index is an early indicator of where existing home sales are headed.

Building Permits and Housing Starts

From the Census Bureau. Permits are authorisations to build (future construction) and starts are projects that actually broke ground (current activity). Permits lead, so they get the most attention as a signal of construction momentum.

NAHB Housing Market Index

A survey of homebuilder sentiment from the National Association of Home Builders. Because builders commit capital based on what they see coming, their confidence tends to lead housing starts.

Case-Shiller Home Price Index

The S&P CoreLogic Case-Shiller index tracks home prices across major metro areas. It is a lagging measure (reported on a delay and smoothed), so it confirms price trends rather than breaking news — useful for the inflation and household-wealth picture.

FHFA House Price Index

A second home-price gauge, from the Federal Housing Finance Agency, based on homes with mortgages backed by Fannie Mae and Freddie Mac. Read alongside Case-Shiller for a fuller view of the housing price trend.

MBA Mortgage Applications and Delinquencies

From the Mortgage Bankers Association. Weekly mortgage applications are a timely read on housing demand and how buyers respond to rate moves; the quarterly delinquencies data flags financial stress when borrowers fall behind on payments.

Construction Spending

The Census Bureau's tally of total money put into construction projects — residential, commercial, and public. It rounds out the activity picture across the building sector.

Energy Inventories

Weekly stock reports that drive crude oil and natural gas prices directly, with knock-on effects for inflation.

EIA Crude Oil Inventories

The Energy Information Administration's weekly report on US crude stockpiles, out Wednesdays. The read is straightforward: a bigger-than-expected build (more oil in storage) is bearish for oil prices, a draw (less) is bullish. Because energy feeds into inflation, big surprises ripple beyond the oil pit.

EIA Natural Gas Storage

The weekly report on natural gas in underground storage, out Thursdays. It is judged against the five-year average and heavily influenced by weather. It is the primary scheduled driver of natural gas prices.

Trade and the Government's Books

The economy's balance with the rest of the world, and the state of federal finances.

Trade Balance

The gap between what the US exports and what it imports, from the Census Bureau and BEA. A deficit (imports exceeding exports) is the norm; the size of it feeds into the GDP calculation and reflects both domestic demand and currency competitiveness.

Current Account

The broadest measure of the country's transactions with the world — trade plus investment income and transfers — reported quarterly by the BEA. It is the big-picture version of the trade balance and matters for the long-run direction of the dollar.

Federal Budget Balance

The Treasury's monthly statement of whether the government ran a surplus or a deficit. With deficits and interest costs increasingly in focus, this release has grown into a signal for the bond market and the long-run fiscal trajectory.

The Fed and the Treasury

The institutions at the centre of it all. When the Fed speaks, everything else is just setting the table.

FOMC Rate Decision, Statement, and Press Conference

The main event, eight times a year. The Federal Open Market Committee sets the federal funds rate and releases a statement; the chair then holds a press conference. Four times a year it also publishes the Summary of Economic Projections, including the "dot plot" showing where officials expect rates to go. Markets hang on every word — the decision, the wording changes, and the tone of the presser can each move price hard.

FOMC Minutes

The detailed account of the meeting, released about three weeks later. Because it reveals the internal debate — who wanted what, and how close the calls were — it can move markets even though the decision is already known.

Fed Chair Testimony

Twice a year (and sometimes more), the Fed chair testifies before Congress in what is traditionally called the Humphrey-Hawkins testimony. It is a chance for markets to hear the chair's current thinking, and any shift in tone on rates or inflation gets traded immediately.

Treasury Auctions (10-Year Note, 30-Year Bond, and others)

When the government borrows, it auctions debt — and the results are a live read on demand for US assets. Watch the yield the auction clears at, the bid-to-cover ratio (how many bids per dollar offered — demand), and whether it "tailed" (cleared at a higher yield than expected — weak demand). Poor auctions push yields up and can pressure both stocks and the dollar.

How to Actually Use This

You do not need to memorise all of it. Two or three releases dominate any given week, and our brief will always tell you what just came out and how it fits the bigger picture. What matters is the framework: find the surprise versus forecast, ask what it means for the Fed, and then watch how price actually reacts at the levels that matter.

That last step is where trading happens. The number is a catalyst; the reaction is the trade. Our entire approach at Phantom is built on reading that reaction — market structure, liquidity, and how price behaves at key zones — instead of gambling on what a print will be. Data gives you the fuel; structure tells you where price is likely to go once it ignites.

If you want to learn to read that reaction properly — to turn a volatile 8:30am release from something that scares you into something you can navigate with a plan — that is exactly what we teach. Come see how the method works, and let the daily briefs make more sense every morning.