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Correlation Analysis

Moderna, Inc. Common Stock vs Walmart Inc. Common Stock

MRNA vs WMT

-0.679

Strong inverse

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

MRNA logo

Moderna, Inc. Common Stock

MRNA

Moderna is a commercial-stage biotech that was founded in 2010 and had its initial public offering in December 2018. The firm's mRNA technology was rapidly validated with its covid vaccine, which was authorized in the United States in December 2020. Moderna had 35 mRNA development candidates in clinical studies as of August 2025. Programs span a wide range of therapeutic areas, including infectious disease, oncology, cardiovascular disease, and rare genetic diseases.

Market cap 19.3B · 4,700 employees

WMT logo

Walmart Inc. Common Stock

WMT

Since its founding in 1962, Walmart has become the world's largest retailer, operating over 10,700 stores globally (including 4,600 namesake locations on its home turf and another 600 Sam's Club outlets) and growing its e-commerce presence, attracting 270 million customers weekly. In aggregate, the firm posted more than $680 billion in fiscal 2025 sales. Its core operations span three reporting segments: Walmart US (68% of fiscal 2025 sales), Walmart International (18%), and Sam's Club (14%). Within the US, nearly 60% of its $465 billion in fiscal 2025 revenue came from its grocery offerings, with another quarter from general merchandise. Internationally, Walmart's operations are concentrated in Mexico, though it also has budding exposure to India.

Market cap 1T

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

Time Series

Relative Performance

Green: MRNAGray: WMT36 of 1,254 points (sampled)

Who Moves First

MRNA leads WMT by 6 days

MRNA tends to move before WMT.

After testing 13 timing shifts, the strongest relationship was -0.682 (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

-0.474

12 periods · Return correlation when both series rose

Both Falling

-0.543

6 periods · Return correlation when both series fell

Diverging

-0.210

17 periods · Return correlation when series moved apart

R-Squared

46.2%

Share of variance in one series explained by the other.

Trend Agreement

52.5%

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: [-0.708, -0.649]

Scatter

XY Regression

-10010020030040048334.7406080100120140141Moderna, Inc. Common StockWalmart Inc. Common StockData pointsFit (r = -0.679)

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

MRNA logo

Moderna, Inc. Common Stock

MRNA

Market cap 19.3B · 4,700 employees

Stock · 1,254 raw → 1,254 prepared

Series B

WMT logo

Walmart Inc. Common Stock

WMT

Market cap 1T

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

13

Estimated crossover points between normalized spreads.

Slope

-0.1863

Linear regression slope.

Intercept

89.9443

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

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