Correlation Analysis
Apple Inc. vs Liberty Media Corporation Series C Liberty Formula One Common Stock
AAPL vs FWONK
+0.850
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
Liberty Media Corporation Series C Liberty Formula One Common Stock
↗FWONK
Liberty Media Corp along with its subsidiaries is engaged in the media and entertainment industries in North America and the United Kingdom. The company owns interests in a high-quality portfolio of assets across the media, entertainment and sports industries. It operates in two reportable segment Formula 1 and MotoGP. It generates majority of its revenue from the Formula 1 segment. The company derives its maximum revenue from United Kingdom.
Market cap 21.6B · 1,674 employees
Time Series
Relative Performance
Who Moves First
in sync
AAPL and FWONK tend to move at the same time.
After testing 13 timing shifts, the strongest relationship was +0.850 (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
+0.097
15 periods · Return correlation when both series rose
Both Falling
+0.805
8 periods · Return correlation when both series fell
Diverging
-0.465
12 periods · Return correlation when series moved apart
R-Squared
72.2%
Share of variance in one series explained by the other.
Trend Agreement
63.8%
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: [0.833, 0.864]
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
Apple Inc.
AAPL
Market cap 3.8T
Stock · 1,254 raw → 1,254 prepared
Series B
Liberty Media Corporation Series C Liberty Formula One Common Stock
FWONK
Market cap 21.6B · 1,674 employees
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
31
Estimated crossover points between normalized spreads.
Slope
0.3294
Linear regression slope.
Intercept
10.6030
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
AAPL
Apple Inc.
Highest
+0.935
Arista Networks
ANET · 1,254 data points
Lowest
-0.847
Fiserv, Inc. Common Stock
FISV · 644 data points
FWONK
Liberty Media Corporation Series C Liberty Formula One Common Stock
Highest
+0.875
Mastercard Incorporated
MA · 1,254 data points
Lowest
+0.184
Johnson & Johnson
JNJ · 1,254 data points
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