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Correlation Analysis

Johnson & Johnson vs Veeva Systems Inc.

JNJ vs VEEV

-0.005

Near-zero 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

VEEV logo

Veeva Systems Inc.

VEEV

Veeva is the global leading supplier of cloud-based software solutions for the life sciences industry. The company's best-of-breed offerings address operating and regulatory requirements for customers ranging from small, emerging biotechnology companies to departments of global pharmaceutical manufacturers. The company leverages its domain expertise to improve the efficiency and compliance of the underserved life sciences industry, displacing large, highly customized and dated enterprise resource planning systems that have limited flexibility. Its two main products are Veeva CRM, a customer relationship management platform for companies with a salesforce, and Veeva Vault, a content management platform that tackles various functions within any life sciences company.

Market cap 28.5B · 7,928 employees

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

Time Series

Relative Performance

Green: JNJGray: VEEV36 of 1,254 points (sampled)

Who Moves First

VEEV leads JNJ by 6 days

VEEV tends to move before JNJ.

After testing 13 timing shifts, the strongest relationship was +0.028 (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

+0.074

9 periods · Return correlation when both series rose

Both Falling

-0.191

9 periods · Return correlation when both series fell

Diverging

-0.721

17 periods · Return correlation when series moved apart

R-Squared

0.0%

Share of variance in one series explained by the other.

Trend Agreement

54.3%

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

Overlap Quality

1,254

Deep shared window — 1,254 usable pairs.

Significance

n.s.

95% CI: [-0.060, 0.050]

Scatter

XY Regression

135.5140160180200220240252.6152.5200250300341.1Johnson & JohnsonVeeva Systems Inc.Data pointsFit (r = -0.005)

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

JNJ logo

Johnson & Johnson

JNJ

Market cap 580.4B

Stock · 1,254 raw → 1,254 prepared

Series B

VEEV logo

Veeva Systems Inc.

VEEV

Market cap 28.5B · 7,928 employees

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

41

Estimated crossover points between normalized spreads.

Slope

-0.0119

Linear regression slope.

Intercept

224.6349

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

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