And this from Republican Party Chairman Reince Priebus: "We're glad to see some Americans found work last month, but we can't rest until jobs are easy to find. That's why Republicans have passed dozens of jobs bills in the House of Representatives. Sadly, Democrats in Washington, D.C., have other priorities."
Even President Barack Obama, who would be eager to take credit for an economy on the mend, felt compelled to throw in a dampening caveat as he drew attention to the 288,000 jobs created in June, to the lower, 6.1 percent unemployment rate and to the fastest job growth since 1999.
"As much progress as has been made, there are still folks out there who are struggling," he said Thursday. "We still have not seen as much increase in income and wages as we'd like to see. A lot of folks are still digging themselves out of challenges that arose out of the Great Recession."
To be sure, there are real economic reasons to be wary, or at least not euphoric, over the most recent report.
The labor market remains weak, with a labor force participation rate stuck at 62.8 percent, the lowest since 1978. Construction jobs reached their highest level since June 2009 but are still more than 1.7 million jobs below their 2006 peak, according to an analysis of jobs numbers by the Associated General Contractors of America.
Moreover, hiring has tended to be predominantly in low-wage jobs, leading to stagnant wage growth, and the number of hours worked per week has not changed. "The headline number masks the lingering structural weakness in the U.S. labor market," said Lindsey Piegza, a chief economist at the Sterne Agee brokerage house.
"Even if we saw June's rate of job growth every month from here on out, we still wouldn't get back to health in the labor market for another 2 1/2 years," said Heidi Shierholz of the liberal Economic Policy Institute.
More important, beyond those statistics, are public perceptions of the economy.
An Associated Press-GfK poll in May, found that the share of those surveyed who called the economy "good" stood at 34 percent, while 65 percent described it as poor. That's about the same as it has been all year, though slightly above where it was during the partial government shutdown in October. Few expected improvement in the economy over the next 12 months, and more expected it to get.
The perceptions have a partisan hue, as well.
Economic confidence as measured by Gallup found Democrats had the highest and Republicans the lowest.
In the face of that, politicians are not likely to cheer an economic number.
"In the voting booth, economic perception beats economic statistics every time," said Republican pollster Whit Ayres.
What's more, Democrats and Republicans want to blame each other for not enacting policies they say would create more jobs. So Obama complains about Republicans not increasing the minimum wage and Republican House Speaker John Boehner says Obama has failed to lead on issues such as trade and workplace flexibility.