Correlation Analysis
Johnson & Johnson vs Coca-Cola Company
JNJ vs KO
+0.515
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
Coca-Cola Company
↗KO
Founded in 1886, Atlanta-headquartered Coca-Cola is the world's largest nonalcoholic beverage company, with a strong portfolio of 200 brands covering key categories including carbonated soft drinks, water, sports, energy, juice, and coffee. Together with bottlers and distribution partners, the company sells finished beverage products bearing Coca-Cola and licensed brands through retailers and food-service locations in more than 200 countries and regions globally. Coca-Cola generates around 60% of its total revenue overseas, with sizable contributions from emerging economies in Latin America and Asia-Pacific.
Market cap 332.4B
Time Series
Relative Performance
Who Moves First
in sync
JNJ and KO tend to move at the same time.
After testing 13 timing shifts, the strongest relationship was +0.515 (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
+0.615
15 periods · Return correlation when both series rose
Both Falling
+0.018
9 periods · Return correlation when both series fell
Diverging
-0.837
11 periods · Return correlation when series moved apart
R-Squared
26.5%
Share of variance in one series explained by the other.
Trend Agreement
66.7%
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: [0.473, 0.555]
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
Coca-Cola Company
KO
Market cap 332.4B
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
0.1572
Linear regression slope.
Intercept
36.5659
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 6 hours ago · ID: stock-jnj-vs-stock-ko-daily