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Correlation Analysis

CME Group Inc. vs Mastercard Incorporated

CME vs MA

+0.766

Strong positive

When one moves up, the other tends to follow.

CME logo

CME Group Inc.

CME

Based in Chicago, CME Group operates exchanges giving investors, suppliers, and businesses the ability to trade futures and derivatives based on interest rates, equity indexes, foreign currencies, energy, metals, and commodities. The Chicago Mercantile Exchange was founded in 1898 and in 2002 completed its IPO. Since then, CME Group has consolidated parts of the industry by merging with crosstown rival CBOT Holdings in 2007 before acquiring Nymex Holdings in 2008 and NEX in 2018. In addition, the company has a 27% stake in S&P Dow Jones Indexes, making the Chicago Mercantile Exchange the exclusive venue to trade and clear S&P futures contracts. Through CME's acquisition of NEX, it also expanded into cash foreign exchange, fixed-income trading, and collateral optimization.

Market cap 112B · 3,875 employees

MA logo

Mastercard Incorporated

MA

Mastercard is the second-largest payment processor in the world, having processed close to $11 trillion in volume during 2025. Mastercard operates in over 200 countries and processes transactions in over 150 currencies.

Market cap 447.2B

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

Time Series

Relative Performance

Green: CMEGray: MA36 of 1,254 points (sampled)

Who Moves First

MA leads CME by 6 days

MA tends to move before CME.

After testing 13 timing shifts, the strongest relationship was +0.773 (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

+0.856

12 periods · Return correlation when both series rose

Both Falling

-0.447

6 periods · Return correlation when both series fell

Diverging

-0.521

17 periods · Return correlation when series moved apart

R-Squared

58.6%

Share of variance in one series explained by the other.

Trend Agreement

57.8%

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: [0.742, 0.788]

Scatter

XY Regression

161.9180200220240260280300320321.6308.1350400450500550599.5CME Group Inc.Mastercard IncorporatedData pointsFit (r = 0.766)

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

CME logo

CME Group Inc.

CME

Market cap 112B · 3,875 employees

Stock · 1,254 raw → 1,254 prepared

Series B

MA logo

Mastercard Incorporated

MA

Market cap 447.2B

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

20

Estimated crossover points between normalized spreads.

Slope

1.9123

Linear regression slope.

Intercept

6.9993

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

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