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Correlation Analysis

JPMorgan Chase & Co. vs Parker-Hannifin Corporation

JPM vs PH

+0.956

Very strong positive

When one moves up, the other tends to follow.

JPM logo

JPMorgan Chase & Co.

JPM

JPMorgan Chase is one of the largest and most complex financial institutions in the United States, with more than $4.4 trillion in assets. It is organized into four major segments: consumer and community banking, corporate and investment banking, commercial banking, and asset and wealth management. JPMorgan operates and is subject to regulation in multiple countries.

Market cap 792.5B

P

Parker-Hannifin Corporation

PH

Parker Hannifin started out in 1917 as Parker Appliance, selling pneumatic brakes. Through the acquisition of branded components, the firm has expanded into aerospace engines, agricultural and construction machinery, freight and passenger vehicles, and industrial automation equipment. Within these larger systems, Parker sells a wide array of small, critical pieces such as hydraulic, electromechanical, climate control, and filtration components. Many of its products are designed to work together, resulting in a high rate of cross-selling.

Market cap 115.1B · 57,950 employees

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

Time Series

Relative Performance

Green: JPMGray: PH36 of 1,254 points (sampled)

Who Moves First

in sync

JPM and PH tend to move at the same time.

After testing 13 timing shifts, the strongest relationship was +0.956 (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

+0.660

20 periods · Return correlation when both series rose

Both Falling

+0.863

9 periods · Return correlation when both series fell

Diverging

-0.641

6 periods · Return correlation when series moved apart

R-Squared

91.4%

Share of variance in one series explained by the other.

Trend Agreement

69.6%

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: [0.951, 0.961]

Scatter

XY Regression

98.3100150200250300333.42084006008001,0001,040JPMorgan Chase & Co.Parker-Hannifin CorporationData pointsFit (r = 0.956)

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

JPM logo

JPMorgan Chase & Co.

JPM

Market cap 792.5B

Stock · 1,254 raw → 1,254 prepared

Series B

P

Parker-Hannifin Corporation

PH

Market cap 115.1B · 57,950 employees

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

11

Estimated crossover points between normalized spreads.

Slope

3.0805

Linear regression slope.

Intercept

-106.4878

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

Saved 7 hours ago · ID: stock-jpm-vs-stock-ph-daily