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Correlation Analysis

Johnson & Johnson vs Venture Global, Inc.

JNJ vs VG

-0.362

Light inverse

When one moves up, the other tends to move down.

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

VG logo

Venture Global, Inc.

VG

Venture Global operates two liquefied natural gas production facilities in Louisiana. It has pioneered the use of modular, factory-built equipment, producing high yields. With a substantial development plan, it seeks to become a vertically integrated LNG producer and supplier to end consumers around the world.

Market cap 39.2B · 2,000 employees

Apr 9, 2021 — Apr 7, 2026Daily624 data pointsStockStockHealthcare

Time Series

Relative Performance

Green: JNJGray: VG36 of 624 points (sampled)

Who Moves First

VG leads JNJ by 6 days

VG tends to move before JNJ.

After testing 13 timing shifts, the strongest relationship was -0.398 (they moved in opposite directions).

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

+0.056

9 periods · Return correlation when both series rose

Both Falling

N/A

4 periods · Return correlation when both series fell

Diverging

-0.534

22 periods · Return correlation when series moved apart

R-Squared

13.1%

Share of variance in one series explained by the other.

Trend Agreement

47.8%

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

Overlap Quality

624

Robust shared window — 624 usable pairs.

Significance

p < 0.001

95% CI: [-0.429, -0.292]

Scatter

XY Regression

142.4160180200220240252.15.46681012141618202222.13Johnson & JohnsonVenture Global, Inc.Data pointsFit (r = -0.362)

Pipeline

Data quality details

Pipeline Summary

624 paired data points survived the daily window.

Raw input

1,254

624

Normalized

1,254

624

Prepared

1,254

624

Aligned

624

624

Invalid removed

0

A: 0 / B: 0

Duplicates removed

0

A: 0 / B: 0

Alignment drops

630

A: 630 / B: 0

Series A

JNJ logo

Johnson & Johnson

JNJ

Market cap 580.4B

Stock · 1,254 raw → 1,254 prepared

Series B

VG logo

Venture Global, Inc.

VG

Market cap 39.2B · 2,000 employees

Stock · 624 raw → 624 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

19

Estimated crossover points between normalized spreads.

Slope

-0.0672

Linear regression slope.

Intercept

26.5887

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

Saved 7 hours ago · ID: stock-jnj-vs-stock-vg-daily