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Consumer credit varies nationally due to regional variations in income and the cost of living. To get a sense of where it's strongest and weakest, here's a look at the five best and worst states for consumer credit scores.

Credit scores generally are stronger in the Northeast and Midwest and weaker in parts of the South, statistics from online loan platform LendEDU and Experian show. The best average state scores are roughly 7% higher than the national average, while the worst states are about 7% lower.

VantageScore claims it can score as many as 30 million to 50 million more consumers than the traditional FICO scores that mortgage lenders use, including 7.6 million consumers with scores above 620 that could be acceptable credit risks.

The average VantageScores for all 50 states fall within this range, which suggests there could be some additional business development opportunities for lenders across the country. The state markets vary widely in sizes from millions to billions of dollars per state, according to Attom Data Solutions.

Fannie Mae and Freddie Mac, the government-sponsored enterprises that buy most U.S. mortgages, don't use VantageScores and don't plan to update their credit models until at least 2019. However, Fannie Mae is starting to collect some of the more detailed data that VantageScore draws on to purchase a wider range of loans from lenders.

Experian and two other credit reporting companies, TransUnion and Equifax, created VantageScore in 2006 through a joint venture that manages the business as an independent company. While FICO and Vantage credit scores use the same 300 to 850 range, the values are not identical because of differences in their proprietary scoring models.
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No. 5 Best: South Dakota

Average score: 711
Difference from U.S. average: 5.27%
Quarterly mortgage volume: $85.4 million
Alabama
sweet home alabama welcome sign at rest area stop off highway

No. 5 Worst: Alabama

Average score: 657
Difference from U.S. average: -4.55%
Quarterly mortgage volume: $3.1 billion
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View from Mount Washington in New Hampshire

No. 4 Best: New Hampshire

Average score: 712
Difference from U.S. average: 5.45%
Quarterly mortgage volume: $1.9 billion
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No. 4 Worst: Nevada

Average score: 657
Difference from U.S. average: -4.55%
Quarterly mortgage volume: $5.8 billion
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Burlington, Vermont, USA autumn town skyline.

No. 3 Best: Vermont

Average score: 713
Difference from U.S. average: 5.64%
Quarterly mortgage volume: $572 million*
*Estimate from HMDA data
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Skyline and reflections of midtown Atlanta, Georgia in Lake Meer from Piedmont Park.

No. 3 Worst: Georgia

Average score: 656
Difference from U.S. average:-4.73%
Quarterly mortgage volume: $13.4 billion
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A device used for oil exploration in North Dakota

No. 2 Best: North Dakota

Average score: 713
Difference from U.S. average: 5.64%
Quarterly mortgage volume: $13.4 billion
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New Orleans, Louisiana, USA street cars.

No. 2 Worst: Louisiana

Average score: 654
Difference from U.S. average:-5.09%
Quarterly mortgage volume: $2.9 billion
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Far view of downtown Minneapolis on Mississippi River

No. 1 Best: Minnesota

Average score: 722
Difference from U.S. average: 7.27%
Quarterly mortgage volume: $6.9 billion
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Jackson, Mississippi, USA skyline over the Capitol Building.

No. 1 Worst: Mississippi

Average score: 648
Difference from U.S. average: -6.18%
Quarterly mortgage volume: $961.1 million
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