Correlation Analysis
JPMorgan Chase & Co. vs Philip Morris International Inc.
JPM vs PM
+0.897
Very strong positive
When one moves up, the other tends to follow.
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
Philip Morris International Inc.
↗PM
Created from the international operations of Altria in 2008, Philip Morris International sells cigarettes and reduced-risk products, including heat sticks, vapes, and oral nicotine offerings, primarily outside of the US. With the 2023 acquisition of Swedish Match, a leading manufacturer of traditional oral tobacco products and nicotine pouches primarily in the US and Scandinavia, PMI is not only dominant in smokable products but also has the Iqos and Zyn brands, which respectively dominate heated tobacco and nicotine pouches in most markets. It also owns the Veev brand in vapes.
Market cap 249.9B
Time Series
Relative Performance
Who Moves First
JPM leads PM by 6 days
JPM tends to move before PM.
After testing 13 timing shifts, the strongest relationship was +0.899 (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
+0.520
16 periods · Return correlation when both series rose
Both Falling
-0.351
7 periods · Return correlation when both series fell
Diverging
-0.391
12 periods · Return correlation when series moved apart
R-Squared
80.4%
Share of variance in one series explained by the other.
Trend Agreement
59.4%
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: [0.885, 0.907]
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
JPMorgan Chase & Co.
JPM
Market cap 792.5B
Stock · 1,254 raw → 1,254 prepared
Series B
Philip Morris International Inc.
PM
Market cap 249.9B
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
21
Estimated crossover points between normalized spreads.
Slope
0.4176
Linear regression slope.
Intercept
35.9013
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
JPM
JPMorgan Chase & Co.
Highest
+0.977
Royal Caribbean Group
RCL · 1,254 data points
Lowest
-0.873
The Kraft Heinz Company Common Stock
KHC · 1,254 data points
PM
Philip Morris International Inc.
Highest
+0.923
Walmart Inc. Common Stock
WMT · 1,254 data points
Lowest
+0.461
Johnson & Johnson
JNJ · 1,254 data points
Saved 7 hours ago · ID: stock-jpm-vs-stock-pm-daily