Correlation Analysis
Becton, Dickinson and Co. vs VISA Inc.
BDX vs V
-0.766
Strong inverse
When one moves up, the other tends to move down.
Becton, Dickinson and Co.
↗BDX
Becton Dickinson is the world's largest manufacturer and distributor of medical surgical products, such as needles, syringes, and sharps-disposal units. The company also manufactures prefilled devices, diagnostic instruments, and reagents, as well as flow cytometry and cell-imaging systems. On a 2025 sales basis, following the spinoff, BD Medical Essentials represented 34% of revenue, the Interventional segment 28%, Connected Care 25%, and Biopharma 13%. International revenue accounts for 43% of the company's business.
Market cap 44.2B · 72,000 employees
VISA Inc.
↗V
Visa is the largest payment processor in the world. In fiscal 2025, it processed almost $17 trillion in total volume. Visa operates in over 200 countries and processes transactions in over 160 currencies. Its systems are capable of processing over 65,000 transactions per second.
Market cap 583.4B
Time Series
Relative Performance
Who Moves First
V leads BDX by 6 days
V tends to move before BDX.
After testing 13 timing shifts, the strongest relationship was -0.778 (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
-0.332
9 periods · Return correlation when both series rose
Both Falling
+0.375
8 periods · Return correlation when both series fell
Diverging
-0.700
18 periods · Return correlation when series moved apart
R-Squared
58.7%
Share of variance in one series explained by the other.
Trend Agreement
61.5%
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: [-0.788, -0.743]
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
Becton, Dickinson and Co.
BDX
Market cap 44.2B · 72,000 employees
Stock · 1,254 raw → 1,254 prepared
Series B
VISA Inc.
V
Market cap 583.4B
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
9
Estimated crossover points between normalized spreads.
Slope
-1.4235
Linear regression slope.
Intercept
595.5679
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 7 hours ago · ID: stock-bdx-vs-stock-v-daily