Haver’s data services are provided through the DLX platform; delivering tools for data management, visualization, modeling and publishing. DLX is designed to increase productivity and integrates with Excel, PowerPoint, and major statistical software packages; MatLab, R, Python, SAS, E-views and Stata. DLX component application DLXVG3 offers precision graphics, publishing, analytic tools, and easy navigation for all Haver databases.

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Chart and compare multiple data series with accompanying data table of values

Advanced functions (growth rates, moving averages, aggregation, seasonal adjustment)

Analytical tools (cycle charts, scatterplots, trend lines, and recession shading)

Complete graph customization (axis scaling, sizing, formatting, styles)

Excel and PowerPoint direct export and complete integration (dynamic spreadsheets and presentations update on a click)

DLXVG3

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DLX Add-ins for all versions of Excel provide instant data updates of entire workbooks

Use DLXVG3 to locate data series codes from within any file, easily creating new spreadsheets for analysis

Edit date ranges, archive data, apply functions

Excel Spreadsheet Add-ins

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Haver offers timely, accurate, and professionally supported data via an update service, meeting the strictest demands of the institutional research community

AutoUpdate provides fast and reliable data updates within seconds of source releases

Timer service runs continuously on an hourly basis when DLX is running

Manual updates offer clients the independence to update data retrievals on any desired schedule

All database updates retrieve only the data series that have changed and send only the data points that have been updated; including revisions

Timely Updates

DLX software tools to convert data into many different formats needed for diverse analytical frameworks

Haver supports a DLX API permitting clients to leverage and build processes with DLX data

Database Compatibility

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Data Link Express

Platform Independent site delivering DLX Databases across any workstation or device.

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HaverView

[Matlab](http://matlab.com) by The MathWorks lets you access, visualize, and analyze historic time-series data to identify patterns or uncover complex relationships. From within a single environment you can:

- Access data from multiple sources including files, spreadsheets, databases, data providers, and the Web
- Store data in financial time-series objects to simplify data management, data transformation, missing-data handling, and date-math calculations
- Perform technical analysis with moving averages, oscillators, stochastics, and indices
- Create custom analysis routines and visualizations or animations to capture, present, and share your analysis processes and discoveries
- Customize your analysis environment with advanced functionality from signal processing, statistics, or econometrics

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MATLAB

[Stata Data Analysis and Statistical Software](https://www.stata.com) by StataCorp LP is an integrated statistical package designed for researchers of all disciplines. It provides the ability to do data analysis, data management and graphics and has features such as multiple imputation, factor variables, GMM, competing-risks regression, state-space modeling, predictive margins, and more.

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Stata

[SAS](https://www.sas.com) provides an integrated environment for predictive and descriptive modeling, data mining, text analytics, forecasting, optimization, simulation, experimental design and more. From predictive analytics to model deployment and process optimization, SAS provides a range of techniques and processes for the collection, classification, analysis and interpretation of data to reveal patterns, anomalies, key variables and relationships, leading ultimately to new insights and better answers faster.

[SASEHAVR](http://support.sas.com/documentation/cdl/en/etsug/67525/HTML/default/viewer.htm#etsug_sasehavr_gettingstarted01.htm) is a seamless interface between Haver and SAS data processing that enables SAS users to read economic and financial time series data that reside in a Haver Analytics DLX (Data Link Express) database. [SASEHAVR](http://support.sas.com/documentation/cdl/en/etsug/67525/HTML/default/viewer.htm#etsug_sasehavr_gettingstarted01.htm) requires both SAS/ETS and Base SAS Software.

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[RATS (Regression Analysis of Time Series) Econometric Software](https://estima.com) by Estima is a leading econometrics and time-series analysis software package. It provides ability to do linear and non-linear least squares, forecasting, SUR and ARIMA models and in addition, supports advanced techniques such as GMM, ARCH and GARCH models, state space models, and more.

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RATS

Session 1: Bootcamp Part 1

Visualization with GGPlot2 and data analysis

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Session 3: Univariate Models Part 1

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Session 5: Vector Autoregressions

Session 6: Cointegration and error-correction models

A popular open source option for statistical computing and graphics that is available on many UNIX platforms, Windows and MacOS

Estimating, evaluating, and forecasting ARIMA models

Understanding the concept of non-stationarity and testing for unit roots

Estimating autoregressions, granger causality tests, and impulse response functions

Understanding the concept of cointegration and testing using the Enger-Granger test

Estimating and forecasting with vector error correction models

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Teaches econometrics and forecasting at the University of Colorado Denver. He has over 15 years of econometric experience in both the private and public sector.

Daniel L. Jerrett, Ph.D.

Abdel M. Zellou, Ph.D.

Bootcamp and Econometric Tools 1 & 2

Econometrics Training: Applied Time Series in R

Session 5: Multivariate Models Part 1

Session 6: Multivariate Models Part 2

Haver partners with SmartMacro Labs to offer a two week immersive online course introducing participants to the power of the Python programming language. This applied hands-on training develops statistical economics skills with a concentration on economics and finance.

Gain proficiency in building modern time-series models in Python through real-world applications. Designed for professionals in both the public and private sector, the course does not require prior experience, assuming only that participants have a basic understanding of regression and statistical concepts.

Proficiency working in Jupyter notebooks and the Python environment

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Remote Training: Applied Time Series in Python

Incoming data surprising on downside in US; positive surprises elsewhere

Tom Moeller

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The Industrial Materials Price Index from the Foundation for International Business and Economic Research (FIBER) jumped 2.3% (0.2% y/y) during the four weeks ended July 4, 2025. The improvement followed declines since early spring.

Prices in the Metals group surged 4.0% (-2.3% y/y) over the most recent four weeks. Price strength was broad-based. Tin prices jumped 7.9% (2.2% y/y) while aluminum costs surged 5.6% (4.2% y/y). Copper scrap prices rose 3.8% (5.0% y/y) in four weeks as lead prices surged 3.4% in four weeks (-7.4% y/y). The cost zinc rose 3.0% (-6.0% y/y) and steel scrap rose 1.4% (-11.4% y/) in four weeks.

Crude Oil & Benzene group prices moved 3.1% higher (-15.7% y/y) in the latest four week period. The cost of West Texas Intermediate crude oil rose 5.2% higher to $65.86 per barrel and remained 20.6% lower y/y. It fell to a low of $58.50 per barrel in the second week of May. The cost of the petrol-chemical benzene, used for making plastics & synthetic fibers, strengthened 6.0% (-35.3% y/y). Excluding crude oil, the industrial commodity price index rose 2.1% (1.6% y/y) during the last four weeks.

Miscellaneous group prices increased 1.5% (9.8% y/y) in the latest period. The price of tallow (used in the soap industry) rose 5.9% (15.7% y/y) in four weeks. Framing lumber prices gained 4.3% (38.3% y/y) while natural rubber prices improved 0.3% (12.5% y/y) in four weeks.


Prices in the Textile group edged 0.8% higher (1.7% y/y) during the last four weeks. Cotton prices rose 4.4% and also 4.4% y/y. Burlap costs rose 1.3% in four weeks and 10.1% y/y.

The Foundation for International Business and Economic Research (FIBER) develops economic measurement techniques as applied to business cycles and inflation in the U.S. and other market economies. The commodity price data can be found in Haver's **DAILY**, **WEEKLY**, **USECON** and **CMDTY** databases.

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- Prices increase broadly after earlier declines.
- Metals prices lead upturn.
- Textile price rise but rubber prices are little changed.

FIBER: Industrial Commodity Prices Surge in Latest Four Weeks

Robert Brusca

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German industrial production rose by a sharp 1.2% in May but only after a 1.6% plunge in April which followed a 2.3% surge in March. This has been an unusually turbulent period for industrial production. However, on balance, German IP shows acceleration (from 12-months to 6-months to 3-months) for headline IP, for consumer goods output, for capital goods output, as well as for manufacturing overall and for real manufacturing orders.

**Data trends**
This collected pattern of accelerating trends is exceptionally good news and tends to push the volatility in output into the background. Typically, volatility tends to reduce the meaning of any trend since depending on where you are in a volatility, up-vs-down pattern, the trend will be not just exaggerated but even switched in direction. However, with not just growth but acceleration in play and with accelerating trends in play for so many categories- including real orders- the uptrend appears to be solidly established even in the face of volatility. And the chart seems to confirm that (drawn on year-over-year sector trends).

**Knowledge beyond data**
In addition, we know that there are other conditions stirring in Europe that give us cause to think that output solidifying is a real event not just the luck of the draw on one month’s volatility. The shift is to get NATO countries to pay for more of their own defense and to pay more period. At the recent NATO meeting, member countries pledged to spend 5% of GDP on defense that should help to light a fire of demand across Europe. At the same time, the good news is that inflation headlines in the EMU and across major member countries are mostly on target while core inflation remains stubborn at an elevated pace near 2.5%, mostly across the EMU.

**Quarter-to-date (QTD)**
The volatility leaves German IP growing at less than a 1% annual rate in Q2 over the Q1 average (quarter-to-date, or QTD)– a far less portent reading than the three-month rate of 7.7% (saar). But manufacturing, unimpeded by the weakness in construction, shows a QTD annual rate rise of 2.9%. Real manufacturing orders are advancing at a 16.4% annual rate in the quarter while real sales are declining.

Surveys show improvements over three months compared to six-months, but all of them also show some slippage over six months compared to 12-months. Yet, all of the three-month averages are above the 12-month averages. Survey data generally show momentum is turning higher, but not markedly.

**Queue standings – longer term comparisons**
The queue standing data compare current growth rates (Y/Y) or (in the case of surveys) levels to past performance. Total IP, consumer goods, capital goods, manufacturing output, and real orders all have May readings above their historic median growth rates/or levels (rankings over 50%). But construction and intermediate goods sectors lag badly. Real sales are weak, and the surveys all show weak signal compared to all levels since January 2000. This tells us that the momentum in German industry (12-month growth) is solid and strong, but that the level of activity is weak – and quite weak- compared to past performance. This is also clear from the far-right column that measures current output relative to output in January 2020, just before Covid. These are aggregate changes. Germany’s output is still 1.7% lower in May 2025 than it was in January 2020 – nearly five- and one-half years down the road. This has been a very weak period for Germany. Only capital goods output among sectors is higher, rising by 4.9% over a period of five-plus years and making most of that in the last 12 months. The surveys show conditions have weakened on balance over this period as well.

**Some other Europe**
Portugal and Norway give us a look at two other European economies. Both show growth in May as well as QTD. Norway is supercharged with the strong oil market in play as a tailwind. Its queue standing for growth has a 99-percentile reading. Both Portugal and Norway are stronger relative to January 2020; Portugal by 11.8% and Norway by 8.3%.

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**Summing up**
The production situation in the EMU and in Germany appears to be solidifying. However, supply needs demand. Retail sales in May fell in the EMU for the first time since December. German retail sales volume has been up by 2% or more by months in its year-over-year growth rates since May 2024… until this month. The 1.6% rise in real German retail sales (ex-autos) in May 2025 is the weakest rise since German retail sales fell year-over-year in May 2024. Six of ten early reporting countries in Europe show real retail sales drops in May as well. So, just as one series begins to look solid another begins to raise question marks. It has been like that for a while in Europe.

Germany

German IP Is Making Progress Across Most Sectors

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Nonfarm payrolls increased 147,000 (1.1% y/y) during June after rising 144,000 in May, revised from 139,000, and 158,000 in April, revised from 147,000. Expectations had been for a 113,000 rise in the Action Economics Forecast Survey. The three-month average change of 150,000 in June compared to 232,000 in January.

Average hourly earnings rose 0.2% during June after an unrevised 0.4% May gain, and a 0.2% April increase. Earnings growth of 3.7% y/y is down from a high of 4.2% last November, and has been trending lower from the 5.9% high in March 2022. A 0.3% increase expected for June.

The unemployment rate, measured in the household survey, fell m/m to 4.1%. It compared to 4.2% in May where it had been for three straight months. A rise to 4.3% was expected. It reached a low of 3.4% in April 2023. The unemployment rate, including employees working part-time for economic reasons plus all marginally-attached workers, eased to 7.7% last month from 7.8% In May. It was 6.6% in April 2023.

In the **establishment survey**, private-sector employment in June rose 74,000 (1.0% y/y) after a 137,000 May increase. Factory sector jobs declined 7,000 (-0.7% y/y) for the second consecutive month. Construction sector employment increased 15,000 (1.4% y/y), after rising 6,000 in May.

Private service-producing sector employment increased 68,000 (1.2% y/y) in June after improving 141,000 in May. Increases varied greatly amongst service sector categories. Private education & health sector employment rose 51,000 (3.3% y/y) last month while leisure & hospitality employment rose 20,000 (1.4% y/y). Trade, transportation & utilities employment gained 3,000 (0.6% y/y) and financial activities employment improved 3,000 (1.0% y/y).

Government sector payrolls strengthened 73,000 (1.5% y/y) last month following a 7,000 rise in May. State government employment increased 47,000 (2.8% y/y) while the number of local government jobs rose 33,000 (1.7% y/y). Federal government payrolls fell 7,000 (-2.1% y/y), the fifth straight monthly decline.

Private-sector average hourly earnings rose 0.2% (3.7% y/y) in June following unrevised increases of 0.4% in May and 0.2% in April. Earnings in the goods-producing sector edged 0.1% (3.6% y/y) higher. In construction earnings rose 0.4% (3.9% y/y) but factory sector earnings eased 0.1% (+3.5% y/y). In the private services-sector, earnings rose 0.2% (3.7% y/y) in June.

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The length of the average workweek shortened to 34.2 hours in June from 34.3 hours in May. The workweek in the goods-producing sector was unchanged at 39.8 hours. The construction sector average workweek eased to 38.9 hours while the factory sector workweek held steady at 40.1 hours. The average workweek in the private service sector eased to 33.1 hours.

In the **household survey**, the unemployment rate dipped to 4.1% in June from 4.2% in May as employment rose 96,000 and the size of the labor force declined 130,000, off for the second straight month. The labor force participation rate eased to 62.3% last month and remained below the high of 63.3% early in 2020. The rate for teenagers plunged to 35.1%, a five-year low. For workers aged 20-24, the rate declined to 71.0%. For workers aged 25-54, the participation rate edged up to 83.5%. For individuals 55 and over, the rate eased to nearly a 20-year low of 38.0% in June.

The employment/population ratio for all workers held steady at 59.7% last month. It remained below the peak reading of 61.1% in February, 2020 just prior to the pandemic.

The employment and earnings data are collected from surveys taken each month during the week containing the 12th day of the month. The labor market data are contained in Haver's **USECON** database. Detailed figures are in the **EMPL** and **LABOR** databases. The expectations figures are in the **AS1REPNA** database.

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- Job growth improves with strength in state & local gov’t hiring.
- Earnings gain decelerates.
- Jobless rate falls to four-month low.

U.S. Employment Growth Firms in June, While Earnings Growth & Jobless Rate Decline

Sandy Batten

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The U.S. trade deficit in goods and services (BOP basis) widened to $71.5 billion in May from a downwardly revised $60.3 billion in April (previously -$61.6 billion), according to the U.S. Census Bureau. The actual widening met the Action Economics Forecast Survey expectation. Exports fell 4.0% m/m (+5.3% y/y), the first monthly decline in five months, led by a 5.7% m/m decline in goods exports. Imports edged down 0.1% m/m (+3.3% y/y) in May after a 16.3% m/m plunge in April. Imports of goods have cooled markedly in the past two months after surging during Q1 as importers attempted to front run expected increases in tariffs.

The real (inflation adjusted) goods trade deficit widened to $92.5 billion (2017$) in May from $84.4 billion in April. The real trade deficit had widened to record levels during the first quarter with net exports subtracting 4.6%-points from Q1 GDP. The April/May figures put the real balance on course to narrow by roughly $150 billion in Q2 (at a quarterly rate), which would mean that net exports in the national accounts could add 2-1/2 to 3%-points to Q2 GDP.

The trade deficit in goods widened to $97.5 billion in May from $86.3 billion in April. Goods exports fell 5.7% m/m, the first monthly decline in five months. Exports of nonmonetary gold fell $5.5 billion (-56.4% m/m) while exports of finished metal shapes (which includes other forms of nonmonetary gold) fell $1.0 billion (-10.0% m/m). Both of these had surged in April, reflecting re-exports of previous nonmonetary gold imports that had risen markedly in Q1 in an attempt to front run expected tariff increases. More generally, exports of industrial supplies and materials slumped 13.3% m/m in May after a 16.1% m/m jump in April. Capital goods ex autos declined 3.1% m/m, and food exports fell 2.5% m/m, the fifth monthly decline in the past six months. In contrast, auto exports rebounded, rising 3.6% m/m, but failed to come close to reversing the 21.5% plunge in April. Exports of nonfood consumer goods ex autos posted a solid 6.9% monthly gain after having declined in each of the preceding two months.

Imports of goods edged down 0.1% m/m (+2.8% y/y) in May on top of a 19.9% monthly plunge in April, indicating that the surge in imports in Q1 ahead of expected tariff hikes has run its course. Auto imports jumped 10.3% m/m after a 19.9% monthly decline in April. Imports of “other” goods rebounded 8.4% m/m in May following a 3.3% m/m decline in April. In contrast, imports of industrial supplies and materials fell 1.8% m/m, the fourth consecutive monthly decline. Imports of nonfood consumer goods ex autos fell 5.7% m/m on top of a 32.0% drop in April. Food imports posted a small monthly decline while imports of capital goods ex autos posted a small increase.

The services trade surplus narrowed marginally to $25.99 billion in May from $26.05 billion in April. Exports of services slid 0.2% m/m after a 2.2% monthly increase in April. Exports of transport services fell 2.0% m/m, the third monthly decline in the past four months. Travel exports declined 1.8% m/m, the fourth monthly decline in the past five months. In contrast, maintenance services exports rose 2.1% m/m; exports of insurance services increased 1.5% m/m; exports of intellectual property rose 0.9% m/m; and construction service exports gained 1.4% m/m. Services imports declined 0.2% m/m in May, the first monthly decline in three months. Imported transport services fell 3.3% m/m, the fourth monthly decline in the past five months. Travel imports declined 1.0% m/m, also the fourth monthly decline in the past five months. In contrast, imported construction services jumped 3.9% m/m and imported intellectual property rose 1.6% m/m.

The U.S. goods trade deficit with China narrowed markedly to a seasonally adjusted $14.0 billion from $19.7 billion in April and $24.2 billion March. This is the smallest monthly deficit with China in the history of the series, which dates back to 2009. Exports to China plunged 19.9% m/m while imports from China plummeted 26.3% m/m. The trade deficit with the European Union widened to $22.5 billion from $17.9 billion in April. The trade deficit with Japan narrowed marginally to $5.77 billion in May from $5.81 billion in April.

The international trade data, including relevant data on oil prices, can be found in Haver’s **USECON** database. Detailed figures on international trade are available in the **USINT** and **USTRADE** databases. The expectations figures are from the Action Economics Forecast Survey in **AS1REPNA**.

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- Trade deficit widened in May on decline in goods exports.
- Still, the real deficit in April/May points to net exports making a meaningful positive contribution to Q2 GDP.
- Both exports and imports declined in May.
- Series low trade deficit with China.

U.S. Trade Deficit Widened in May

Kathleen Stephansen, CBE

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Initial claims for unemployment insurance were 233,000 in the week of June 28, down 4,000 from 237,000 in the week ending June 21, revised from 236,000. The Action Economics Forecast Survey expected 240,000. These data are seasonally adjusted by the Department of Labor. The 4-week moving average was 241,500, a decrease of 3,750 from the previous week’s average of 245,250, revised from 245,000.

The total number of unemployment insurance beneficiaries – also known as “continuing claims” – in the week ended June 21 was 1.964 million, unchanged from the prior week’s level, which was revised down from 1.974 million. The 4-week moving average was 1.954 million, up from 1.938 million in the previous week, revised from 1.941 million. This is the highest level for this average since November 20, 2021, when it was 2.004 million.

The insured unemployment rate for the week ending June 21, that is, the number of unemployment beneficiaries as a % of covered employment, was unchanged at 1.3% for the fourth consecutive week.

Economic conditions vary widely across states and territories. In the week ended June 14, the highest unemployment rates were in New Jersey (2.23%), Minnesota (2.22%), Puerto Rico (2.20%), California (2.16%), Washington (1.98%), and Rhode Island (1.95%). The lowest rates were in South Dakota (0.27%), Florida (0.41%), North Carolina (0.47%), and Alabama (0.48%). Rates in other notable states include Pennsylvania (1.71%), Illinois (1.67%), New York (1.55%), and Texas (1.26%). These state data are not seasonally adjusted.

Data on weekly unemployment claims are from the Department of Labor itself, not the Bureau of Labor Statistics. They begin in 1967 and are contained in Haver’s **WEEKLY** database and summarized monthly in **USECON**. Data for individual states are in **REGIONW** back to December 1986. The expectations figure is from the Action Economics Forecast Survey in the **AS1REPNA** database.

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- Initial claims for unemployment insurance declined by 4,000 in the week ended June 28.
- Total number of beneficiaries was unchanged in the week of June 21 week.
- The insured unemployment rate was unchanged at 1.3%.

U.S. Initial Jobless Claims Decreased in Latest Week

Andrew Cates

**The Blue Chip interest rate consensus**
The latest Blue Chip Financial Forecasts survey suggests that monetary policy across most major advanced economies is expected to loosen modestly over the next six months. Central banks in the US, Canada, UK, Australia, and the euro area are all forecast to cut rates to varying degrees, with Australia expected to deliver the largest reduction. In contrast, Japan continues to stand out as the only major economy where forecasters see scope for a slight increase in rates, highlighting its unique position in the global policy cycle. Overall, the chart reflects a broad but uneven tilt towards monetary easing as policymakers respond to softer inflation and growth signals.

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**The US dollar and data surprises** 
This next chart shows that the recent bout of US dollar weakness has coincided with a period in which US economic data surprises have turned more negative relative to the euro area. The surprise index differential between the US and euro area —measuring US growth surprises minus euro surprises—has declined, pointing to a run of weaker-than-expected US data and stronger euro area outturns. Historically, this has tended to pull the euro higher relative to the dollar. However, the scale of the dollar’s recent slide appears larger than the data surprises alone would imply, suggesting that other forces are potentially weighing on the currency as well.

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**US stagflation risk**
Latest ISM manufacturing survey data highlight a worrying decoupling between input costs and underlying demand that points to potential stagflation pressures in the US economy. Historically, the ISM New Orders Index and the Prices Paid Index have tended to move broadly in sync, reflecting cycles where stronger demand drives both production and cost pressures higher. However, the chart shows that while prices paid have recently rebounded sharply, new orders have remained subdued and stuck near contractionary territory. This breakdown suggests that firms are facing rising input costs without a corresponding pickup in demand—an imbalance that could be amplified by US tariff measures, which tend to push up costs for imported materials and components while weighing on new orders through weaker trade flows.

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**US Supply Chain Risks** 
Added to this, the number of vessels queuing at the Los Angeles and Long Beach harbours has climbed to elevated levels in recent weeks, highlighting supply chain bottlenecks on the US West Coast. While various factors may be driving this congestion—including seasonal trade patterns and shifts in global shipping routes—recent tariff measures could be contributing as well. New or increased tariffs sometimes distort normal trade flows by prompting importers to front-load shipments ahead of cost increases or reroute sourcing strategies in ways that strain particular ports.

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**Global warming** 
Pivoting to more structural issues, the next chart highlights the persistent upward trend in global surface temperature anomalies over the past century, with both land and ocean temperatures now averaging well over one degree Celsius. This long-term warming signal continues to manifest in extreme weather events and record-breaking heat waves, including the unusually high temperatures that have swept parts of Europe in recent days, pushing June readings to historic highs in several regions.

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**Climate change and productivity** 
This final chart illustrates the projected impact of heat stress on labour productivity in Europe under current climate policy scenarios, highlighting how rising temperatures could steadily erode worker efficiency over the coming decades. As shown, the median estimates from the Climate Analytics group suggest that productivity losses could deepen from around 0.3 percentage points today to nearly 0.9 percentage points by mid-century if climate conditions remain unchanged. These figures reflect the physical limits of the human body’s capacity to perform work in increasingly hot and humid environments, a challenge that will become more acute if climate change continues on its current path. With recent record-high June temperatures across parts of Europe underscoring the reality of more frequent heat extremes, these projections serve as a clear reminder of the economic stakes involved in addressing climate risks and investing in adaptation measures to protect labour productivity and economic resilience.

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Financial markets have remained generally buoyant in recent days, with global equity indices advancing on the back of relatively upbeat global growth data, benign European inflation readings and the prospect of further policy easing from major central banks. At the same time, the US dollar has continued to weaken, reflecting a run of disappointing US economic data and rising investor concerns about the fiscal outlook, even as European growth surprises have turned more positive. This divergence, combined with the prospect of lower US policy rates relative to some (though not all) peers, has added to the dollar’s drift lower (charts 1 and 2). Supply chain strains—highlighted by elevated vessel queues at US West Coast ports—also feed into the narrative that US tariff measures may be contributing to sticky input costs and stagflation risks (charts 3 and 4). Meanwhile, record temperatures in parts of Europe this week have reinforced the climate challenge facing policymakers, with the final two charts illustrating how rising global temperatures and heat stress could increasingly weigh on productivity and growth potential if left unchecked. With trading volumes light ahead of the July 4th holiday and markets awaiting tomorrow’s US non-farm payrolls report, the interplay between softer US data, resilient equities, a weaker dollar, and climate-related risks remains firmly in focus.

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Charts of the Week: Headwinds and Heatwaves

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The ADP National Employment Report reported that nonfarm private sector payrolls declined 33,000 (+1.1% y/y) during June after rising 29,000 in May, revised from 37,000 and increasing an unrevised 60,000 in April. It was the first monthly decline since March 2023. A 110,000 June rise had been expected in the in the Action Economics Forecast Survey.

Small business hiring (less than 50 employees) declined 47,000 (+0.4% y/y), after falling 13,000 in May. These were the first back-to-back monthly declines since the end of 2023. Employment at medium-sized firms (50-499,000 employees) declined 15,000 (1.1% y/y), after rising 46,000 in May, revised from 49,000. Large business hiring (500+ employees) increased 30,000 (2.7% y/y) after easing 4,000 in May.

Goods-producing employment rose 32,000 (1.4% y/y) in June after falling a minimally revised 3,000 in May. Manufacturing jobs increased 15,000, unchanged y/y, following a 6,000 decline in May. The number of construction sector jobs rose 9,000 (2.8% y/y) after increasing 6,000 in May. Natural resources & mining jobs rose 8,000 (4.3% y/y) in June after falling 3,000 in May.

The decline in payrolls overall reflected weakness in the service sector where the number of service-producing jobs declined 66,000 last month (+1.1% y/y) after increasing 32,000 in May, revised from 36,000. Professional & business services employment fell 56,000 (+0.2% y/y), after declining 13,000 in May. These weak readings came after a 1,000 April gain and a 46,000 March increase. Education & health services employment declined 52,000 (+0.8% y/y), the third consecutive month of decline. Employment in the financial industry weakened 14,000 (+1.8% y/y) last month, after rising 17,000 in May.

Offsetting these declines, leisure & hospitality employment increased 32,000 in June (3.2% y/y), following a 43,000 May gain. Monthly increases have averaged 36,000 this year. Trade, transportation & utilities employment increased 14,000 (0.3% y/y) after falling 8,000 in May. Information sector employment rose 5,000 (0.2% y/y) after a 4,000 May increase and a 10,000 April decline. Employment in “other” services sectors rose 5,000 in June (2.9% y/y), the same as in May.

Growth in median annual pay for "job stayers" slipped to 4.4% y/y in June, down from a high of 7.8% in September 2022. Manufacturing sector pay grew 4.6% y/y, steady with May. Construction sector pay also rose a steady 4.6% y/y. Natural resource & mining sector pay grew 4.5% y/y last month. Financial sector earnings rose an improved 5.2% y/y, while education & health services pay rose a lessened 4.6% y/y. Leisure & hospitality pay increased 4.7% y/y in June. Professional & business service sector pay increased a lessened 4.2% y/y as did trade, transportation & utilities pay, up 4.2% y/y. Information pay rose a lessened 4.1% y/y. Median annual pay for “job changers” rose 6.8% y/y in June, down from a high of 16.1% y/y in April 2022.

By region, employment in the Midwest declined 24,000 (+1.3% y/y) to 28,761 million after a 17,000 rise in May. Employment in the West, declined 20,000 to 31,363 million (+0.5% y/y) last month, and reversed a 31,000 rise during May. Employment in the Northeast fell 3,000 to 24,116 million (+1.4% y/y) in June, following a 23,000 decline in May. Partially offsetting these declines, in the South employment increased 13,000 to 50,092 million (1.0% y/y) in June, after rising 2,000 in May.

The ADP National Employment Report and Pay Insights data can be found in Haver's **USECON** database. Historical figures date back to January 2010 for private employment. Pay data date back to October 2020. The expectation figure is available in Haver's **AS1REPNA** database.

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- Employment declines in several service industries; factory & building industry jobs rise.
- Wage growth moderates further.
- Small- & medium-sized shed jobs.

U.S. ADP Payroll Employment Unexpectedly Declines in June

Winnie Tapasanun

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Mortgage applications rose 2.7% w/w (24.7% y/y) in the week ending June 27 after a 1.1% rise in the week ending June 20, according to the Mortgage Bankers Association’s (MBA) Weekly Mortgage Applications Survey. The latest reading was the third w/w rise in four weeks to the index level of 257.5, the highest since the April 11 week. Applications for loans to purchase a house inched up 0.1% (15.7% y/y) in the June 27 week, the first w/w increase in three weeks, following a 0.4% decline in the June 20 week. Applications for loan refinancing advanced 6.5% (39.6% y/y) in the June 27 week, up for the third week in four, after a 3.0% rebound in the previous week.

The effective interest rate on a 30-year fixed-rate loan fell 9bps to 6.97% in the week ending June 27 after rising to 7.06% in the week ending June 20; it was up from a low of 6.29% in the September 20 week but down from a peak of 8.12% in the week of October 20, 2023. The rate on 15-year fixed-rate mortgages declined 6bps to 6.23% in the June 27 week after easing to 6.29% in the previous week; it was up from a low of 5.60% in the September 20 week but down from a high of 7.44% in the week of October 27, 2023. The rate on 30-year jumbo loans dropped 16bps to 6.89% in the June 27 week after rising to 7.05% in the prior week; it was up from a low of 6.57% in the September 13 week but below a high of 7.99% in the week of October 27, 2023. These mentioned three rates were at the lowest since the April 4 week. The rate on a 5-year ARM decreased 15bps to 6.21% in the June 27 week, the lowest since the May 2 week, after rising to 6.36% in the previous week; it was above a low of 5.84% in the September 13 week but below a high of 7.31% in the week of October 27, 2023.

The share of applications for refinancing an existing loan rose to 40.1% of total applications in the week ending June 27 from 38.4% in the week ending June 20, registering the fifth consecutive w/w rise and the highest since the April 11 week; nevertheless, that was well below a peak of 55.7% in the September 20 week. The adjustable-rate mortgage (ARM) share of activity, up for the first week in three, increased to 7.8% in the June 27 week, the highest since the May 2 week, after declining to 6.9% in the prior week; it was up from a low of 4.7% in the January 3 week but below its recent high of 9.6% in the April 11 week and a high of 10.7% in the week of October 27, 2023.

The average size of a mortgage loan, up for the first time in three weeks, rose 3.5% w/w (4.4% y/y) to $391,500 in the June 27 week, the highest level since the May 9 week, after a 0.5% decline to $378,300 in the June 20 week. The average size of a purchase loan recovered 1.7% (2.1% y/y) to $443,500 in the June 27 week, the highest level since the May 16 week, reversing a 0.6% decrease to $436,300 in the prior week. The average size of a loan to refinance a mortgage, up for the third week in four, jumped 10.0% (17.1% y/y) to $313,700 in the June 27 week, the highest level since the May 2 week, on top of a 1.2% rebound to $285,100 in the previous week.

The Mortgage Bankers Association Survey covers 75% of all U.S. retail residential mortgage applications and has been conducted weekly since 1990. Respondents include mortgage bankers, commercial banks and thrifts. The base period and value for all indexes is March 16, 1990=100. The figures for weekly mortgage applications and interest rates are available in Haver’s **SURVEYS** database.

- Purchase applications edge up 0.1% w/w; refinancing loan applications jump 6.5% w/w.
- Effective interest rate on 30-year fixed-rate loans drops to 6.97%, the lowest since the Apr. 4 week.
- Average loan size rebounds to the highest level since the May 9 week.

U.S. Mortgage Applications Rise 2.7% in the June 27 Week

**Equity markets and growth surprises** 
Our first chart helps explain why global equity markets have remained buoyant in recent weeks despite some softer economic signals out of the US. The Citigroup surprise indices show that, on balance, global growth data have continued to surprise on the upside, while inflation readings have generally come in lower than expected. This combination—resilient global growth alongside moderating price pressures—has been supportive for risk assets. Investors appear to be drawing confidence from the prospect of a “soft landing” global backdrop: enough growth to support earnings but with cooling inflation that keeps central banks on track to ease policy further.

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**Global growth** 
This next chart underscores, through the respective June readings for global composite PMIs, how global growth has arguably held up better than expected in recent weeks, helping to sustain positive risk sentiment. India continues to lead with a strikingly strong reading for June, signalling robust economic expansion, while the US also remains firmly in growth territory. Notably, the UK and Japan both posted healthier readings above 50, pointing to steady, broad-based momentum. China’s reading is also comfortably above 50, suggesting some resilience despite lingering concerns. Meanwhile, the euro area is hovering just above the neutral 50 mark, indicating modest growth, while South Africa and Brazil continue to lag behind, with Brazil slipping just below the expansion threshold.

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**Global supply chain pressures** 
This next chart highlights one reason why global growth has so far proven more resilient than many expected: there is little sign at the global level of renewed supply chain stress despite recent shifts in US trade policy. The Federal Reserve Bank of New York’s global supply chain pressure Index remains broadly stable and well below the extreme levels seen during the pandemic, suggesting that supply bottlenecks are not (yet) driving significant upward pressure on global prices. This relative calm in global logistics implies that, for now, new or higher US tariffs have not materially disrupted global supply chains in the way some had feared, helping to support steady production flows and contain cost pressures—key ingredients behind the more stable global growth picture seen in recent months

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**Asia’s trade with the US** 
All that aside, Asia’s exports to the US have already begun to weaken—despite the ongoing tariff pause—and now face broader risks as new post-pause tariff rates are announced.US President Trump’s sector-specific tariffs are weighing on exports from key trading partners, particularly in Asia. For example, auto-export-heavy economies such as Japan and South Korea have seen their rolling 12-month exports to the US stagnate this year, as Trump’s 25% auto tariffs have taken a toll. In response, some producers have been forced to cut prices to absorb part of the tariff burden, squeezing their profit margins. More broadly, China’s exports to the US have plummeted this year amid escalating trade tensions. Although both countries recently agreed to roll back many previous tariff escalations, the agreement has not fully alleviated the uncertainty surrounding the bilateral trade environment—especially given that the rollback is only temporary.

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**China’s capital flows** 
China has also experienced a sustained trend of rising capital outflows in recent years, as illustrated in the chart below. This trend has continued into 2025, with rolling four-quarter total capital outflows exceeding half a trillion US dollars in the first quarter. The surge reflects a mix of investor motivations, including a growing desire to diversify assets abroad. A significant portion of these recent outflows has come from the acquisition of foreign portfolio investment assets, indicating an outward shift of capital into international financial markets. These outflows have contributed to downward pressure on the yuan, which has depreciated notably this year. However, the impact has been partially offset by concurrent weakness in the US dollar, amid recently subdued—yet still unresolved—US-China trade tensions. Despite ongoing currency pressures, Chinese authorities have moved to increase the foreign exchange quota for Qualified Domestic Institutional Investors (QDII), allowing greater investment in overseas securities, as depreciation pressure on the yuan has eased somewhat in recent months.

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**Renewable energy production** 
On a more positive note, this final chart shows the remarkable growth trajectory of global renewable energy production over the past two decades, which has accelerated sharply in recent years. Total renewable generation has climbed steadily to exceed 5,000 terawatt-hours, with China emerging as the dominant driver of this expansion. Europe and North America have also contributed significantly, while the rest of the world is adding to the momentum as emerging markets ramp up investment in cleaner power sources. This sustained surge reflects rising global commitments to decarbonisation and the transition away from fossil fuels, underpinned by technological advances and policy support. However, it’s important to note that despite this impressive growth in renewable supply, real energy costs for many consumers have continued to rise over the same period—highlighting the challenges of integrating renewables at scale, upgrading grids, and balancing supply with demand during the transition.

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_There will be no Charts of the Week publication for the next couple of weeks. The next edition will be released on Thursday, July 30th._

Recent buoyancy in global equity markets reflects a welcome mix of encouraging signals: growth is holding up better than many feared, inflation surprises have turned more benign, and most major central banks are poised to continue lowering interest rates in the period immediately ahead (charts 1, 2 and 3). There are, however, pockets of strain beneath the surface. Trade growth in Asia has slowed, most visibly in exports to the US, as tariffs and lingering tensions weigh on key sectors (chart 4). At the same time, China’s rising capital outflows point to firms and investors hedging their bets by shifting more assets abroad (chart 5). These undercurrents hint at an uneven global picture where trade frictions and capital shifts could test the durability of the recent calm. On a more positive note, the strong, steady climb in renewable energy production is a bright spot, underscoring the scale of investment pouring into the clean energy transition—even as real energy costs remain firm (chart 6). Altogether, while the broader backdrop remains supportive, new trade barriers, shifting capital flows, and the hidden costs of the green transition are watchpoints that could unsettle markets if growth momentum stalls or policy missteps occur.

Charts of the Week: Summer Resilience

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