Correlation Analysis
Apple Inc. vs Snowflake Inc.
AAPL vs SNOW
-0.123
Weak 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
Snowflake Inc.
↗SNOW
Snowflake Inc Founded in 2012, Snowflake is a fully managed platform that consolidates data hosted on different public clouds for centralized analytics and governance. Snowflakes cloud-native architecture allows users to independently scale the compute and storage layers, providing customers with optimized performance at lower costs. The companies data lake and data warehouse products support a variety of use cases, including business analytics, data engineering, and artificial intelligence. Snowflake is widely used by Fortune 2000 companies in financial services, media, and retail sectors.
Market cap 51.6B · 9,060 employees
Time Series
Relative Performance
Who Moves First
AAPL leads SNOW by 6 days
AAPL tends to move before SNOW.
After testing 13 timing shifts, the strongest relationship was -0.134 (they moved in opposite directions).
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
+0.017
15 periods · Return correlation when both series rose
Both Falling
+0.443
11 periods · Return correlation when both series fell
Diverging
-0.365
9 periods · Return correlation when series moved apart
R-Squared
1.5%
Share of variance in one series explained by the other.
Trend Agreement
61.2%
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: [-0.177, -0.068]
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
Snowflake Inc.
SNOW
Market cap 51.6B · 9,060 employees
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
67
Estimated crossover points between normalized spreads.
Slope
-0.1776
Linear regression slope.
Intercept
225.4666
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
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