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Correlation Analysis

Amazon.Com Inc vs Boston Scientific Corp.

AMZN vs BSX

+0.806

Strong positive

When one moves up, the other tends to follow.

AMZN logo

Amazon.Com Inc

AMZN

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

BSX logo

Boston Scientific Corp.

BSX

Boston Scientific produces less invasive medical devices that are inserted into the human body through small openings or cuts. It manufactures products for use in angioplasty, blood clot filtration, kidney stone management, cardiac rhythm management, catheter-directed ultrasound imaging, upper gastrointestinal tract diagnostics, interventional oncology, neuromodulation for chronic pain, and treatment of incontinence. The firm markets its devices to healthcare professionals and institutions globally. Foreign sales account for roughly 36% of the firm's total sales.

Market cap 93B · 59,000 employees

Apr 9, 2021 — Apr 7, 2026Daily1,254 observationsStockStockTechnology

Time Series

Rebased to 100

Green: AMZNGray: BSX36 of 1,254 points (sampled)

Who Moves First

BSX leads AMZN by 6 days

BSX tends to move before AMZN.

Best correlation after shifting: +0.811 (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

+0.275

17 periods · Return correlation when both series rose

Both Falling

+0.507

6 periods · Return correlation when both series fell

Diverging

-0.482

12 periods · Return correlation when series moved apart

R-Squared

64.9%

Share of variance in one series explained by the other.

Trend Agreement

59.4%

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: [0.785, 0.824]

Scatter

XY Regression

75.380100120140160180200220240241.931.8406080100111.6Amazon.Com IncBoston Scientific Corp.Data pointsFit (r = 0.806)

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

AMZN logo

Amazon.Com Inc

AMZN

Market cap 2.3T

Stock · 1,254 raw → 1,254 prepared

Series B

BSX logo

Boston Scientific Corp.

BSX

Market cap 93B · 59,000 employees

Stock · 1,254 raw → 1,254 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

36

Estimated crossover points between normalized spreads.

Slope

0.4420

Linear regression slope.

Intercept

-9.1242

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

Saved 3 hours ago · ID: stock-amzn-vs-stock-bsx-daily-20260408-j4x98j