Correlation Analysis
Johnson & Johnson vs Yum! Brands, Inc.
JNJ vs YUM
+0.410
Moderate positive
When one moves up, the other tends to follow.
Johnson & Johnson
↗JNJ
Johnson & Johnson is the world's largest and most diverse healthcare firm. It has two divisions: innovative medicine and medtech. These now represent all of the company's sales following the divestment of the consumer business, Kenvue, in 2023. After restructurings in 2023-24, the drug division focuses on three main therapeutic areas: immunology, oncology, and neurology. Geographically, just over half of total revenue is generated in the United States.
Market cap 580.4B
Yum! Brands, Inc.
↗YUM
As of the end of 2025, Yum Brands generated over $68 billion in systemwide sales from more than 63,000 restaurants across 155 markets, making it the world's second-largest restaurant firm by dollar sales. Its portfolio includes KFC (33,897 stores), Pizza Hut (19,974), Taco Bell (9,030), and Habit Burger (384), with 72% of locations in international markets. As 97% of its portfolio is franchised, Yum's business model is tilted toward recurring franchise royalties and marketing contributions (64% of revenue), with the balance derived from sales at company-owned locations. The company traces its roots to a 1997 spinoff of PepsiCo's restaurant assets.
Market cap 43.5B · 49,000 employees
Time Series
Relative Performance
Who Moves First
in sync
JNJ and YUM tend to move at the same time.
After testing 13 timing shifts, the strongest relationship was +0.410 (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
+0.319
14 periods · Return correlation when both series rose
Both Falling
-0.106
12 periods · Return correlation when both series fell
Diverging
-0.746
9 periods · Return correlation when series moved apart
R-Squared
16.8%
Share of variance in one series explained by the other.
Trend Agreement
60.9%
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: [0.363, 0.455]
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
Johnson & Johnson
JNJ
Market cap 580.4B
Stock · 1,254 raw → 1,254 prepared
Series B
Yum! Brands, Inc.
YUM
Market cap 43.5B · 49,000 employees
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
28
Estimated crossover points between normalized spreads.
Slope
0.2615
Linear regression slope.
Intercept
88.6985
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 4 hours ago · ID: stock-jnj-vs-stock-yum-daily