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Correlation Analysis

IQVIA Holdings Inc. vs Exxon Mobil Corporation

IQV vs XOM

-0.523

Moderate inverse

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

IQV logo

IQVIA Holdings Inc.

IQV

Iqvia is a global leader in clinical research and technology solutions for the life science industry. Formed in 2016 from the merger of Quintiles and IMS Health, it combined clinical trial services with extensive healthcare data and analytics. Its reserach and development solutions segment provides outsourced clinical development services spanning drug discovery, trial design, patient recruitment, site management, clinical testing, real-world studies, and the regulatory approval process. Its commercial solutions segment helps companies optimize product commercialization through analytics, technology, and outsourced sales and medical services. Together, Iqvia supports customers across the life science industry, and it serves biopharmaceutical firms, providers, payers, and policymakers.

Market cap 28.7B · 93,000 employees

XOM logo

Exxon Mobil Corporation

XOM

ExxonMobil is an integrated oil and gas company that explores for, produces, and refines oil worldwide. In 2025, it produced 3.3 million barrels of liquids and 8.4 billion cubic feet of natural gas per day. At the end of 2024, reserves were 19.9 billion barrels of oil equivalent, 69% of which were liquids. The company is one of the world's largest refiners, with a total global refining capacity of 4.3 million barrels of oil per day, and is one of the world's largest manufacturers of commodity and specialty chemicals.

Market cap 680.7B

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

Time Series

Relative Performance

Green: IQVGray: XOM36 of 1,254 points (sampled)

Who Moves First

XOM leads IQV by 6 days

XOM tends to move before IQV.

After testing 13 timing shifts, the strongest relationship was -0.551 (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

+0.093

11 periods · Return correlation when both series rose

Both Falling

+0.108

7 periods · Return correlation when both series fell

Diverging

-0.797

17 periods · Return correlation when series moved apart

R-Squared

27.4%

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

p < 0.001

95% CI: [-0.562, -0.482]

Scatter

XY Regression

127.7140160180200220240260280287.845.26080100120140160172.7IQVIA Holdings Inc.Exxon Mobil CorporationData pointsFit (r = -0.523)

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

IQV logo

IQVIA Holdings Inc.

IQV

Market cap 28.7B · 93,000 employees

Stock · 1,254 raw → 1,254 prepared

Series B

XOM logo

Exxon Mobil Corporation

XOM

Market cap 680.7B

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

59

Estimated crossover points between normalized spreads.

Slope

-0.4157

Linear regression slope.

Intercept

190.9109

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

Saved 6 hours ago · ID: stock-iqv-vs-stock-xom-daily