Correlation Analysis
Apple Inc. vs Coca-Cola Company
AAPL vs KO
+0.758
Strong positive
When one moves up, the other tends to follow.
Apple Inc.
↗AAPL
Apple is among the largest companies in the world, with a broad portfolio of hardware and software products targeted at consumers and businesses. Apple's iPhone makes up a majority of the firm sales, and Apple's other products like Mac, iPad, and Watch are designed around the iPhone as the focal point of an expansive software ecosystem. Apple has progressively worked to add new applications, like streaming video, subscription bundles, and augmented reality. The firm designs its own software and semiconductors while working with subcontractors like Foxconn and TSMC to build its products and chips. Slightly less than half of Apple's sales come directly through its flagship stores, with a majority of sales coming indirectly through partnerships and distribution.
Market cap 3.8T
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
Who Moves First
AAPL leads KO by 1 day
AAPL tends to move before KO.
Best correlation after shifting: +0.758 (13 shifts scanned)
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
+0.206
12 periods · Return correlation when both series rose
Both Falling
N/A
4 periods · Return correlation when both series fell
Diverging
-0.489
19 periods · Return correlation when series moved apart
R-Squared
57.4%
Share of variance in one series explained by the other.
Trend Agreement
58.8%
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: [0.733, 0.780]
Time Series
Rebased to 100
Scatter
XY Regression
Pipeline
Data quality details
Pipeline
Data quality details
Pipeline Summary
1,254 paired observations 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
Apple Inc.
AAPL
Market cap 3.8T
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
35
Estimated crossover points between normalized spreads.
Slope
0.1105
Linear regression slope.
Intercept
42.2406
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 3 hours ago · ID: stock-aapl-vs-stock-ko-daily-20260408-s6vmq3