Correlation Analysis
Air Products & Chemicals, Inc. vs JPMorgan Chase & Co.
APD vs JPM
+0.158
Weak positive
When one moves up, the other tends to follow.
Air Products & Chemicals, Inc.
↗APD
Since its founding in 1940, Air Products has become one of the leading industrial gas suppliers globally, with operations in 50 countries and 19,000 employees. The company is the world's largest supplier of hydrogen and helium. It has a unique portfolio serving customers across industries, including chemicals, energy, healthcare, metals, and electronics. Air Products generated roughly $12 billion in revenue in fiscal 2025.
Market cap 65.5B · 21,300 employees
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
Time Series
Relative Performance
Who Moves First
in sync
APD and JPM tend to move at the same time.
After testing 13 timing shifts, the strongest relationship was +0.158 (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
-0.330
13 periods · Return correlation when both series rose
Both Falling
+0.476
8 periods · Return correlation when both series fell
Diverging
-0.588
14 periods · Return correlation when series moved apart
R-Squared
2.5%
Share of variance in one series explained by the other.
Trend Agreement
65.2%
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: [0.104, 0.212]
Scatter
XY Regression
Pipeline
Data quality details
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
Air Products & Chemicals, Inc.
APD
Market cap 65.5B · 21,300 employees
Stock · 1,254 raw → 1,254 prepared
Series B
JPMorgan Chase & Co.
JPM
Market cap 792.5B
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
0.4005
Linear regression slope.
Intercept
80.1192
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
APD
Air Products & Chemicals, Inc.
Highest
+0.232
NetFlix Inc
NFLX · 1,254 data points
Lowest
-0.094
Johnson & Johnson
JNJ · 1,254 data points
Saved 6 hours ago · ID: stock-apd-vs-stock-jpm-daily