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Correlation Analysis

Carvana Co. vs Johnson & Johnson

CVNA vs JNJ

+0.412

Moderate positive

When one moves up, the other tends to follow.

CVNA logo

Carvana Co.

CVNA

Carvana Co is an e-commerce platform for buying and selling used cars. The company derives revenue from used vehicle sales, wholesale vehicle sales and other sales and revenues. The other sales and revenues include sales of loans originated and sold in securitization transactions or to financing partners, commissions received on VSCs and sales of GAP waiver coverage. The foundation of the business is retail vehicle unit sales. This drives the majority of the revenue and allows the company to capture additional revenue streams associated with financing, VSCs, auto insurance and GAP waiver coverage, as well as trade-in vehicles.

Market cap 45.3B · 23,100 employees

JNJ logo

Johnson & Johnson

JNJ

Johnson & Johnson is the world's largest and most diverse healthcare firm. It has two divisions: innovative medicine and medtech. These now represent all of the company's sales following the divestment of the consumer business, Kenvue, in 2023. After restructurings in 2023-24, the drug division focuses on three main therapeutic areas: immunology, oncology, and neurology. Geographically, just over half of total revenue is generated in the United States.

Market cap 580.4B

Apr 9, 2021 — Apr 7, 2026Daily1,254 data pointsStockStockHealthcare

Time Series

Relative Performance

Green: CVNAGray: JNJ36 of 1,254 points (sampled)

Who Moves First

CVNA leads JNJ by 6 days

CVNA tends to move before JNJ.

After testing 13 timing shifts, the strongest relationship was +0.436 (they moved in the same direction).

Do They Crash Together?

Correlation by Market Regime

How these series behave when markets are rising, falling, or diverging. A correlation that holds in drawdowns is very different from one that only works in rallies.

Both Rising

+0.510

10 periods · Return correlation when both series rose

Both Falling

-0.455

8 periods · Return correlation when both series fell

Diverging

-0.595

17 periods · Return correlation when series moved apart

R-Squared

17.0%

Share of variance in one series explained by the other.

Trend Agreement

49.4%

How often both series moved in the same direction period-to-period.

Overlap Quality

1,254

Deep shared window — 1,254 usable pairs.

Significance

p < 0.001

95% CI: [0.365, 0.457]

Scatter

XY Regression

-310100200300400486135.5140160180200220240252.6Carvana Co.Johnson & JohnsonData pointsFit (r = 0.412)

Pipeline

Data quality details

Pipeline Summary

1,254 paired data points survived the daily window.

Raw input

1,254

1,254

Normalized

1,254

1,254

Prepared

1,254

1,254

Aligned

1,254

1,254

Invalid removed

0

A: 0 / B: 0

Duplicates removed

0

A: 0 / B: 0

Alignment drops

0

A: 0 / B: 0

Series A

CVNA logo

Carvana Co.

CVNA

Market cap 45.3B · 23,100 employees

Stock · 1,254 raw → 1,254 prepared

Series B

JNJ logo

Johnson & Johnson

JNJ

Market cap 580.4B

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

2

Estimated crossover points between normalized spreads.

Slope

0.0600

Linear regression slope.

Intercept

158.4096

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

Saved 6 hours ago · ID: stock-cvna-vs-stock-jnj-daily