SeriesMag|r|OverlapThrough
Correlation Analysis
AMZN vs AAPL
These move together about 67% of the time
Strong positive
Strong enough to use as a signal — read the stability and regime notes below before relying on it.
Amazon is the leading online retailer and marketplace for third party sellers. Retail related revenue represents approximately 74% of total, followed by Amazon Web Services (17%), and advertising services (9%). International segments constitute 22% of Amazon's total revenue, led by Germany, the United Kingdom, and Japan.
Market cap 2.3T
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
What to Watch
Tighter in drawdowns
Pair moves more tightly when both fall (+0.86) than when both rise (+0.02) — typical risk-off behaviour.
Time Series
Time-Shifted Correlation
See how correlation changes when one series is offset in time. A taller bar at a non-zero shift means the two move together better when one leads the other — that's a potential lead/lag signal.
Correlation by shift
Click a bar to inspect. Range: -6 to 6 days.
Selected shift
No shift
Correlation at this shift
+0.774
No shift — both series at their actual dates.
1,254 overlapping points at this shift
Time series with Apple Inc. at original dates
Indexed to 100 at start
Deep Dive
Do They Crash Together?
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
+0.018
17 periods · Return correlation when both series rose
Both Falling
+0.857
10 periods · Return correlation when both series fell
Diverging
-0.798
8 periods · Return correlation when series moved apart
Scatter
r
+0.774
Pearson correlation
95% CI
0.75 → 0.79
Likely range
R²
59.8%
Variance explained
Trend agreement
66.6%
Same-direction moves
Significance
p < 0.001
Statistical confidence
Data points
1,254
Deep
Pipeline
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
Explore
The strongest positive and inverse pairs we’ve saved for each side of this comparison — good jumping-off points if this result raised a question.
0
A: 0 / B: 0
Duplicates removed
0
A: 0 / B: 0
Alignment drops
0
A: 0 / B: 0
Series A
Amazon.Com Inc
AMZN
Market cap 2.3T
Stock · 1,254 raw → 1,254 prepared
Series B
Apple Inc.
AAPL
Market cap 3.8T
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
43
Estimated crossover points between normalized spreads.
Slope
0.7456
Linear regression slope.
Intercept
64.2096
Linear regression intercept.
Saved 3 weeks ago · ID: stock-amzn-vs-stock-aapl-daily-20260408-xmrv1h