Southern cities dominate rankings of best job markets for new college graduates 68%

By Eric Revell74%

5/7/2026, 10:00:18 AM

BS Summary: This article contains 22 faulty reasoning types, including Appeal to Authority, Confirmation Bias, and Optimism Bias, with Ambiguity (Equivocation) as the most egregious example at 48.8% saturation with 243 hits. Analysis detected 1,106 faulty-reasoning hits from 498 analyzed words, generating a BS Score of 61.4% and a BS Rank of 68% (7,046 of 21,887 articles). This article is worse (more manipulative) than 67.80% of the article peer group.

The slowing labor market is posing a challenge to recent college graduates looking to begin their careers, with many new graduates finding work in Southern cities. 
A study by ADP using anonymized data to compare the 53 largest metro areas in the U.S. based on hiring, wages and affordability for workers in their 20s with college degrees. 
It found that Birmingham, Alabama, and Tampa, Florida, were at the top of the list of destinations for fresh graduates embarking on careers. 
Birmingham was in the 85th or higher percentile in wages, affordability and hiring, while Tampa was buoyed by topping the rankings in hiring despite middling scores for wages and affordability. 
Those cities were followed by San Jose, California, and Columbus, Ohio, in the rankings. 
PRIVATE SECTOR ADDED 109,000 JOBS IN APRIL, ABOVE EXPECTATIONS, ADP SAYS 
Tampa, Florida, was one of the cities at the top of the list of destinations for fresh graduates embarking on careers. 
(Joe Sohm/Visions of America/Universal Images Group via Getty Images) 
Four other cities in the top 10 were also located in the South, including Raleigh, North Carolina; Tulsa, Oklahoma; Nashville, Tennessee; and Charlotte, North Carolina. 
Two large metro areas rounded out the top 10, with San Francisco and New York City ranking seventh and tenth, respectively. 
A report by The Wall Street Journal about the ADP study's findings noted that the analysis suggests an emerging recovery in hiring for college graduates is playing out unevenly around the country. 
The Journal noted that both Columbus and San Jose unexpectedly rose in the rankings this year despite some components of their overall ranking being less consistent, as San Jose ranked in the 12th percentile of metro areas in terms of affordability and Columbus was in the 50th percentile for earnings. 
HOW AI EXPOSURE IS RESHAPING JOBS IN CREATIVE FIELDS 
Raleigh, N.C., ranked in the top 10 of the list of metro areas hiring the most recent college graduates. (iStock) 
Several prominent metro areas lost ground in their overall rankings, such as Milwaukee, Wisconsin; Baltimore, Maryland; and Austin, Texas, were in the top five of the rankings last year but fell below their peers this year. 
Austin was in the 94th percentile a year ago but fell to 77th, while Baltimore also dropped from the 96th percentile to the 75th. 
RECENT COLLEGE GRADS ARE LOSING THEIR EDGE IN THE JOB MARKET, STUDY SHOWS 
San Francisco and San Jose represented the West in the rankings. 
(Justin Sullivan/Getty Images) 
The biggest risers in the report from last year included several members of the top 10 list. 
Tampa jumped from the 54th percentile to the 98th, while San Jose rose from the 76th percentile to the 96th, and Tulsa climbed from the 50th to the 90th percentile. 
Fresno, California, was outside the top 10 but made a significant leap in the report from the 22nd percentile to 79th. 
GET FOX BUSINESS ON THE GO BY CLICKING HERE 
Article reasoning-pattern comparisonThis article: 16.1%Eric Revell: 2.6%FoxBusiness: 4.4%Confirmation Bias16.1%This article: 0.0%Eric Revell: 4.7%FoxBusiness: 3.4%Anchoring Bias0.0%This article: 11.6%Eric Revell: 3.6%FoxBusiness: 4.1%Availability Heuristic11.6%This article: 7.2%Eric Revell: 1.3%FoxBusiness: 1.1%Representativeness Heuristic7.2%This article: 0.0%Eric Revell: 0.4%FoxBusiness: 0.7%Hindsight Bias0.0%This article: 0.0%Eric Revell: 3.0%FoxBusiness: 3.7%Overconfidence Bias0.0%This article: 2.4%Eric Revell: 11.0%FoxBusiness: 12.9%Framing Effect2.4%This article: 0.0%Eric Revell: 1.4%FoxBusiness: 1.5%Loss Aversion0.0%This article: 0.0%Eric Revell: 1.4%FoxBusiness: 1.1%Status Quo Bias0.0%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.2%Sunk Cost Effect0.0%This article: 14.7%Eric Revell: 9.5%FoxBusiness: 8.8%Optimism Bias14.7%This article: 7.8%Eric Revell: 1.7%FoxBusiness: 2.0%Pessimism Bias7.8%This article: 14.1%Eric Revell: 6.9%FoxBusiness: 7.9%Negativity Bias14.1%This article: 0.0%Eric Revell: 2.5%FoxBusiness: 4.5%Self-Serving Bias0.0%This article: 0.0%Eric Revell: 0.5%FoxBusiness: 0.9%Fundamental Attribution Error0.0%This article: 0.0%Eric Revell: 0.0%FoxBusiness: 0.2%Actor-Observer Bias0.0%This article: 7.4%Eric Revell: 0.6%FoxBusiness: 1.7%In-Group Bias7.4%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.8%Out-Group Homogeneity Bias0.0%This article: 6.0%Eric Revell: 3.1%FoxBusiness: 3.8%Halo Effect6.0%This article: 0.0%Eric Revell: 0.0%FoxBusiness: 0.1%Horn Effect0.0%This article: 0.0%Eric Revell: 0.0%FoxBusiness: 0.0%Dunning-Kruger Effect0.0%This article: 7.6%Eric Revell: 2.8%FoxBusiness: 2.3%Recency Bias7.6%This article: 6.4%Eric Revell: 0.4%FoxBusiness: 0.4%Primacy Effect6.4%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.1%Blind-Spot Bias0.0%This article: 0.0%Eric Revell: 0.2%FoxBusiness: 0.8%Ad Hominem0.0%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.4%Straw Man0.0%This article: 22.7%Eric Revell: 6.7%FoxBusiness: 7.2%Appeal to Authority22.7%This article: 0.0%Eric Revell: 1.2%FoxBusiness: 1.6%False Dilemma0.0%This article: 0.0%Eric Revell: 0.8%FoxBusiness: 1.2%Slippery Slope0.0%This article: 0.0%Eric Revell: 0.2%FoxBusiness: 0.2%Circular Reasoning0.0%This article: 5.0%Eric Revell: 4.2%FoxBusiness: 6.3%Hasty Generalization5.0%This article: 6.0%Eric Revell: 0.4%FoxBusiness: 0.8%Red Herring6.0%This article: 5.0%Eric Revell: 0.9%FoxBusiness: 1.2%Bandwagon5.0%This article: 2.2%Eric Revell: 3.4%FoxBusiness: 6.1%Appeal to Emotion2.2%This article: 0.0%Eric Revell: 0.8%FoxBusiness: 1.2%Begging the Question0.0%This article: 11.6%Eric Revell: 3.9%FoxBusiness: 4.4%Post Hoc (False Cause)11.6%This article: 0.0%Eric Revell: 0.0%FoxBusiness: 0.1%Tu Quoque0.0%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.4%Burden of Proof0.0%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.1%Appeal to Nature0.0%This article: 5.0%Eric Revell: 0.2%FoxBusiness: 0.3%Composition/Division5.0%This article: 0.0%Eric Revell: 1.0%FoxBusiness: 2.4%Anecdotal0.0%This article: 0.0%Eric Revell: 0.0%FoxBusiness: 0.1%No True Scotsman0.0%This article: 48.8%Eric Revell: 2.1%FoxBusiness: 1.9%Ambiguity (Equivocation)48.8%This article: 0.0%Eric Revell: 0.0%FoxBusiness: 0.0%Gambler’s Fallacy0.0%This article: 0.0%Eric Revell: 0.2%FoxBusiness: 0.1%Middle Ground0.0%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.1%Personal Incredulity0.0%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.3%Special Pleading0.0%This article: 0.0%Eric Revell: 0.1%FoxBusiness: 0.2%Genetic Fallacy0.0%This article: 0.0%Eric Revell: 1.3%FoxBusiness: 1.8%Unattributed Quote0.0%This article: 0.0%Eric Revell: 0.9%FoxBusiness: 1.4%Quote-first Misdirection0.0%This article: 5.0%Eric Revell: 3.2%FoxBusiness: 4.1%Biased Writer Voice5.0%This article: 5.2%Eric Revell: 1.9%FoxBusiness: 1.7%Indoctrination5.2%This article: 0.0%Eric Revell: 0.0%FoxBusiness: 0.1%Politically Left Leaning Bias0.0%This article: 0.0%Eric Revell: 0.7%FoxBusiness: 2.1%Politically Right Leaning Bias0.0%This article: 4.0%Eric Revell: 2.8%FoxBusiness: 4.4%Attempt to Sell a Product or S…4.0%

498 words analyzed.

Speakers

2speakers25%attributed speech374writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 12 words • 100.0% coverageWriter's voice • 26 words • 100.0% coverageADP • 31 words • 0.0% coverageWriter's voice • 23 words • 0.0% coverageWriter's voice • 30 words • 0.0% coverageWriter's voice • 14 words • 0.0% coverageADP • 11 words • 100.0% coverageWriter's voice • 21 words • 0.0% coverageWriter's voice • 9 words • 0.0% coverageWriter's voice • 25 words • 0.0% coverageWriter's voice • 21 words • 0.0% coverageThe Wall Street Journal • 32 words • 0.0% coverageThe Wall Street Journal • 50 words • 0.0% coverageWriter's voice • 9 words • 0.0% coverageWriter's voice • 20 words • 0.0% coverageWriter's voice • 36 words • 0.0% coverageWriter's voice • 24 words • 0.0% coverageWriter's voice • 13 words • 100.0% coverageWriter's voice • 11 words • 0.0% coverageWriter's voice • 3 words • 0.0% coverageWriter's voice • 17 words • 0.0% coverageWriter's voice • 30 words • 0.0% coverageWriter's voice • 21 words • 0.0% coverageWriter's voice • 9 words • 100.0% coverage
100%flagged-word coverage
82 attributed words66% of attributed speech90% writer coverage
0%5.0%10.0%Indoctrination-7.0 ptsWriter: 7.0%The Wall Street Journal: 0.0%0.0%Biased Writer Voice-6.7 ptsWriter: 6.7%The Wall Street Journal: 0.0%0.0%Attempt to Sell a Product -2.4 ptsWriter: 2.4%The Wall Street Journal: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

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Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.