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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

50 listings found

2016 Chevrolet Silverado 1500 LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Silverado 1500 LT

Redding, CA

Salvage title
$21,328105,000 mi

Redding, CA

2015 GMC Sierra 1500 SLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 GMC Sierra 1500 SLT

Mount Shasta, CA

UnscoredInsufficient · 0
$31,12156,284 mi

Mount Shasta, CA

2022 Jeep Gladiator Overland

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Jeep Gladiator Overland

Redding, CA

UnscoredInsufficient · 0
$34,36149,513 mi

Redding, CA

2023 Jeep Gladiator Overland

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Jeep Gladiator Overland

Redding, CA

UnscoredInsufficient · 0
$34,57131,142 mi

Redding, CA

2021 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford F-150 XL

Mount Shasta, CA

UnscoredInsufficient · 0
$35,12151,435 mi

Mount Shasta, CA

2026 Ford Maverick Lobo Standard

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford Maverick Lobo Standard

Yreka, CA

UnscoredInsufficient · 0
$38,101Mileage not verified

Yreka, CA

2026 Ford Maverick Lobo Standard

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford Maverick Lobo Standard

Yreka, CA

UnscoredInsufficient · 0
$39,444Mileage not verified

Yreka, CA

2023 Jeep Gladiator Rubicon

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Jeep Gladiator Rubicon

Redding, CA

UnscoredLimited · 8
$40,11225,007 mi

Comparison: 8 similar vehicles

Redding, CA

2026 Ford Maverick Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford Maverick Lariat

Yreka, CA

UnscoredLimited · 8
$40,618Mileage not verified

Comparison: 8 similar vehicles

Yreka, CA

2026 Ford Maverick Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford Maverick Lariat

Yreka, CA

UnscoredLimited · 8
$40,744Mileage not verified

Comparison: 8 similar vehicles

Yreka, CA

2026 Ford Maverick Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford Maverick Lariat

Yreka, CA

UnscoredLimited · 8
$41,078Mileage not verified

Comparison: 8 similar vehicles

Yreka, CA

2026 Jeep Gladiator Sport S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Jeep Gladiator Sport S

Redding, CA

Fair PriceRobust · 102
$41,288Mileage not verified

Market: $38,681 – $73,041

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 342 days listed (based on current market benchmarks)

Redding, CA

2026 Honda Ridgeline RTL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Honda Ridgeline RTL

Yreka, CA

Fair PriceRobust · 510
$42,676Mileage not verified

Market: $40,712 – $49,959

Comparison: 510 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Yreka, CA

2024 RAM 1500 Pickup Laramie

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 RAM 1500 Pickup Laramie

Redding, CA

UnscoredInsufficient · 0
$45,11227,581 mi

Redding, CA

2026 Honda Ridgeline TrailSport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Honda Ridgeline TrailSport

Yreka, CA

Fair PriceRobust · 282
$45,365Mileage not verified

Market: $42,559 – $51,169

Comparison: 282 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Yreka, CA

2026 Honda Ridgeline TrailSport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Honda Ridgeline TrailSport

Yreka, CA

Fair PriceRobust · 282
$45,365Mileage not verified

Market: $42,559 – $51,169

Comparison: 282 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Yreka, CA

2026 Honda Ridgeline TrailSport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Honda Ridgeline TrailSport

Yreka, CA

Fair PriceRobust · 282
$45,365Mileage not verified

Market: $42,559 – $51,169

Comparison: 282 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Yreka, CA

2026 RAM 2500 Pickup Big Horn

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 2500 Pickup Big Horn

Mount Shasta, CA

UnscoredInsufficient · 0
$47,1129,843 mi

Mount Shasta, CA

2026 Ford Ranger XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford Ranger XLT

Yreka, CA

UnscoredLimited · 9
$48,456Mileage not verified

Comparison: 9 similar vehicles

Yreka, CA

2024 Ford F-250 Super Duty XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Ford F-250 Super Duty XL

Redding, CA

OverpricedLimited · 11
$51,11227,653 mi

Market: $43,169 – $49,996

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Redding, CA

2025 GMC Sierra 1500 Elevation

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 GMC Sierra 1500 Elevation

Mount Shasta, CA

UnscoredInsufficient · 3
$54,11212,248 mi

Comparison: 3 similar vehicles

Mount Shasta, CA

2026 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-150 XL

Yreka, CA

OverpricedLimited · 18
$54,124Mileage not verified

Market: $40,616 – $52,941

Comparison: 18 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Yreka, CA

2026 Jeep Gladiator Rubicon X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Jeep Gladiator Rubicon X

Redding, CA

Fair PriceRobust · 60
$57,659Mileage not verified

Market: $48,795 – $67,027

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Redding, CA

2026 Jeep Gladiator Rubicon X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Jeep Gladiator Rubicon X

Redding, CA

Fair PriceRobust · 60
$58,194Mileage not verified

Market: $48,795 – $67,027

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Redding, CA

2027 Ford F-350 Super Duty XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford F-350 Super Duty XLT

Yreka, CA

Great DealModerate · 20
$58,836Mileage not verified

Market: $61,026 – $87,441

Comparison: 20 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 19 days listed (based on current market benchmarks)

Yreka, CA

2026 RAM 1500 Pickup Big Horn/Lone Star

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 1500 Pickup Big Horn/Lone Star

Mount Shasta, CA

UnscoredLimited · 5
$59,322Mileage not verified

Comparison: 5 similar vehicles

Mount Shasta, CA

2026 Ford Ranger Raptor

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford Ranger Raptor

Yreka, CA

UnscoredInsufficient · 3
$59,731Mileage not verified

Comparison: 3 similar vehicles

Yreka, CA

2026 Ford F-150 XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-150 XLT

Yreka, CA

Fair PriceModerate · 29
$60,763Mileage not verified

Market: $53,956 – $69,186

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Yreka, CA

2026 Ford F-150 Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-150 Lariat

Yreka, CA

Great DealLimited · 14
$62,837Mileage not verified

Market: $64,561 – $76,856

Comparison: 14 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 187 days listed (based on current market benchmarks)

Yreka, CA

2026 RAM 1500 Pickup Big Horn/Lone Star

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 1500 Pickup Big Horn/Lone Star

Mount Shasta, CA

Fair PriceRobust · 756
$63,477Mileage not verified

Market: $42,312 – $90,223

Comparison: 756 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Mount Shasta, CA

2027 Ford F-250 Super Duty Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford F-250 Super Duty Lariat

Yreka, CA

Great DealModerate · 30
$65,668Mileage not verified

Market: $76,928 – $98,391

Comparison: 30 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 42 days listed (based on current market benchmarks)

Yreka, CA

2026 RAM 2500 Pickup Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 2500 Pickup Tradesman

Mount Shasta, CA

Fair PriceRobust · 194
$66,097Mileage not verified

Market: $46,791 – $82,187

Comparison: 194 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 368 days listed (based on current market benchmarks)

Mount Shasta, CA

2026 Ford F-350 Super Duty Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-350 Super Duty Lariat

Yreka, CA

Great DealModerate · 21
$66,361Mileage not verified

Market: $78,655 – $91,496

Comparison: 21 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 413 days listed (based on current market benchmarks)

Yreka, CA

2026 RAM 2500 Pickup Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 2500 Pickup Tradesman

Mount Shasta, CA

Fair PriceRobust · 194
$67,177Mileage not verified

Market: $46,791 – $82,187

Comparison: 194 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 367 days listed (based on current market benchmarks)

Mount Shasta, CA

2022 Ford F-250 Super Duty Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford F-250 Super Duty Lariat

Mount Shasta, CA

UnscoredInsufficient · 0
$68,12155,439 mi

Mount Shasta, CA

2026 RAM 2500 Pickup Tradesman/Black Express

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 2500 Pickup Tradesman/Black Express

Mount Shasta, CA

Fair PriceRobust · 89
$68,797Mileage not verified

Market: $57,265 – $79,575

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Mount Shasta, CA

2026 Ford F-150 Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-150 Lariat

Yreka, CA

Fair PriceLimited · 14
$69,692Mileage not verified

Market: $62,837 – $76,856

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Yreka, CA

2027 Ford F-350 Super Duty XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford F-350 Super Duty XLT

Yreka, CA

Fair PriceModerate · 20
$70,023Mileage not verified

Market: $58,836 – $87,441

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Yreka, CA

2027 Ford F-350 Super Duty XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford F-350 Super Duty XL

Yreka, CA

Fair PriceLimited · 18
$70,040Mileage not verified

Market: $59,541 – $75,892

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Yreka, CA

2026 RAM 2500 Pickup Tradesman/Black Express

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 2500 Pickup Tradesman/Black Express

Mount Shasta, CA

UnscoredInsufficient · 0
$74,637Mileage not verified

Mount Shasta, CA

2027 Ford F-350 Super Duty XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford F-350 Super Duty XL

Yreka, CA

OverpricedLimited · 18
$75,892Mileage not verified

Market: $59,541 – $75,028

Comparison: 18 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Yreka, CA

2027 Ford F-250 Super Duty Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford F-250 Super Duty Lariat

Yreka, CA

Fair PriceModerate · 30
$76,928Mileage not verified

Market: $65,668 – $98,391

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Yreka, CA

2026 Ford F-250 Super Duty Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-250 Super Duty Lariat

Yreka, CA

Fair PriceModerate · 20
$77,705Mileage not verified

Market: $77,591 – $89,066

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Yreka, CA

2026 RAM 3500 Pickup Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 RAM 3500 Pickup Tradesman

Mount Shasta, CA

Fair PriceRobust · 143
$77,727Mileage not verified

Market: $54,786 – $80,944

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Mount Shasta, CA

2027 RAM 3500 Pickup Tradesman

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM 3500 Pickup Tradesman

Mount Shasta, CA

Fair PriceRobust · 78
$78,387Mileage not verified

Market: $59,899 – $82,645

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Mount Shasta, CA

2026 Ford F-250 Super Duty Lariat

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-250 Super Duty Lariat

Yreka, CA

Fair PriceModerate · 20
$78,979Mileage not verified

Market: $77,591 – $89,066

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Yreka, CA

2026 Ford F-350 Super Duty Platinum

Image from the dealer's site. OAV does not own, control, or store dealer images.

2026 Ford F-350 Super Duty Platinum

Yreka, CA

Great DealLimited · 10
$80,166Mileage not verified

Market: $94,291 – $106,626

Comparison: 10 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 151 days listed (based on current market benchmarks)

Yreka, CA

2027 Ford F-250 Super Duty XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford F-250 Super Duty XLT

Yreka, CA

Fair PriceModerate · 40
$80,816Mileage not verified

Market: $56,451 – $85,216

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Yreka, CA

2027 RAM 2500 Pickup Laramie

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM 2500 Pickup Laramie

Mount Shasta, CA

UnscoredLimited · 6
$86,442Mileage not verified

Comparison: 6 similar vehicles

Mount Shasta, CA

2027 RAM 2500 Pickup Laramie

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 RAM 2500 Pickup Laramie

Mount Shasta, CA

UnscoredLimited · 6
$87,452Mileage not verified

Comparison: 6 similar vehicles

Mount Shasta, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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