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Correlation Analysis

Eli Lilly & Co. vs Veeva Systems Inc.

LLY vs VEEV

-0.081

Weak inverse

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

LLY logo

Eli Lilly & Co.

LLY

Eli Lilly is a drug firm with a focus on neuroscience, cardiometabolic, cancer, and immunology. Lilly's key products include Verzenio for cancer; Mounjaro, Zepbound, Jardiance, Trulicity, Humalog, and Humulin for cardiometabolic; and Taltz and Olumiant for immunology.

Market cap 828.2B · 50,000 employees

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: LLYGray: VEEV36 of 1,254 points (sampled)

Who Moves First

LLY leads VEEV by 2 days

LLY tends to move before VEEV.

After testing 13 timing shifts, the strongest relationship was -0.081 (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

-0.010

13 periods · Return correlation when both series rose

Both Falling

+0.061

7 periods · Return correlation when both series fell

Diverging

-0.665

15 periods · Return correlation when series moved apart

R-Squared

0.7%

Share of variance in one series explained by the other.

Trend Agreement

58.0%

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 < 0.01

95% CI: [-0.136, -0.026]

Scatter

XY Regression

1142004006008001,0001,142152.5200250300341.1Eli Lilly & Co.Veeva Systems Inc.Data pointsFit (r = -0.081)

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

LLY logo

Eli Lilly & Co.

LLY

Market cap 828.2B · 50,000 employees

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

7

Estimated crossover points between normalized spreads.

Slope

-0.0136

Linear regression slope.

Intercept

230.3410

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

Saved 6 hours ago · ID: stock-lly-vs-stock-veev-daily