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Correlation Analysis

Microsoft Corp vs eBay Inc

MSFT vs EBAY

+0.609

Moderate positive

When one moves up, the other tends to follow.

MSFT logo

Microsoft Corp

MSFT

Microsoft develops and licenses consumer and enterprise software. It is known for its Windows operating systems and Office productivity suite. The company is organized into three equally sized broad segments: productivity and business processes (legacy Microsoft Office, cloud-based Office 365, Exchange, SharePoint, Skype, LinkedIn, Dynamics), intelligence cloud (infrastructure- and platform-as-a-service offerings Azure, Windows Server OS, SQL Server), and more personal computing (Windows Client, Xbox, Bing search, display advertising, and Surface laptops, tablets, and desktops).

Market cap 2.8T

EBAY logo

eBay Inc

EBAY

EBay operates one of the largest e-commerce marketplaces in the world, with $79.6 billion in 2025 gross merchandise volume, rendering the firm a top 10 global e-commerce company. It generates sales from listing fees, advertising, revenue-sharing arrangements with service providers, and managed payments, with its platform connecting about 135 million buyers and roughly 20 million sellers across almost 190 global markets at the end of 2025. EBay generates just north of 50% of its GMV in international markets, with a large presence in the UK, Germany, and Australia.

Market cap 43.8B · 12,300 employees

Apr 9, 2021 — Apr 7, 2026Daily1,254 observationsStockStockTechnology

Who Moves First

MSFT leads EBAY by 6 days

MSFT tends to move before EBAY.

Best correlation after shifting: +0.620 (13 shifts scanned)

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

+0.537

15 periods · Return correlation when both series rose

Both Falling

+0.509

9 periods · Return correlation when both series fell

Diverging

-0.611

11 periods · Return correlation when series moved apart

R-Squared

37.1%

Share of variance in one series explained by the other.

Trend Agreement

65.0%

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 < 0.001

95% CI: [0.573, 0.642]

Time Series

Rebased to 100

Green: MSFTGray: EBAY36 of 1,254 points (sampled)

Scatter

XY Regression

208.6250300350400450500549.334.1405060708090100100.6Microsoft CorpeBay IncData pointsFit (r = 0.609)

Pipeline

Data quality details

Pipeline Summary

1,254 paired observations 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

MSFT logo

Microsoft Corp

MSFT

Market cap 2.8T

Stock · 1,254 raw → 1,254 prepared

Series B

EBAY logo

eBay Inc

EBAY

Market cap 43.8B · 12,300 employees

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

14

Estimated crossover points between normalized spreads.

Slope

0.1170

Linear regression slope.

Intercept

18.0099

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

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