Correlation Analysis
Apple Inc. vs The Walt Disney Company
AAPL vs DIS
-0.361
Light inverse
When one moves up, the other tends to move down.
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
The Walt Disney Company
↗DIS
Disney operates in three global business segments: entertainment, sports, and experiences. Entertainment and experiences both benefit from the firm's ownership of iconic franchises and characters. Entertainment includes the ABC broadcast network, several cable television networks, and the Disney+ and Hulu streaming services. Within the segment, Disney also engages in movie and television production and distribution, with content licensed to movie theaters, other content providers, or, increasingly, kept in-house for use on Disney's own streaming platform and television networks. The sports segment houses the ESPN family of TV networks and streaming services. Experiences contains Disney's theme parks, cruises, and vacation destinations and also engages in merchandise licensing.
Market cap 170.6B
Time Series
Rebased to 100
Who Moves First
AAPL leads DIS by 3 days
AAPL tends to move before DIS.
Best correlation after shifting: -0.362 (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
+0.187
8 periods · Return correlation when both series rose
Both Falling
+0.727
13 periods · Return correlation when both series fell
Diverging
-0.496
14 periods · Return correlation when series moved apart
R-Squared
13.0%
Share of variance in one series explained by the other.
Trend Agreement
61.8%
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: [-0.408, -0.312]
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
The Walt Disney Company
DIS
Market cap 170.6B
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
5
Estimated crossover points between normalized spreads.
Slope
-0.2491
Linear regression slope.
Intercept
161.7515
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 3 hours ago · ID: stock-aapl-vs-stock-dis-daily-20260408-u8n5q0