Correlation Analysis
Bunge Global SA vs VISA Inc.
BG vs V
-0.298
Light inverse
When one moves up, the other tends to move down.
Bunge Global SA
↗BG
Bunge Global SA is an agribusiness solutions company, connecting farmers to consumers and delivering essential food, feed and fuel to the globe. The company segments include Soybean Processing and Refining; Softseed Processing and Refining; Other Oilseeds Processing and Refining; Grain Merchandising and Milling; and Corporate and Other. It generates maximum revenue from the Soybean Processing and Refining segment, which includes integrated business principally involved in the purchase, storage, transportation, processing, distribution, refining, marketing, and sale of soybeans and soybean related products, as well as biodiesel and fertilizer production and distribution. Geographically, the company operates in United States, Switzerland, Netherlands, and Rest of the World.
Market cap 24.9B · 34,000 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
BG leads V by 6 days
BG tends to move before V.
After testing 13 timing shifts, the strongest relationship was -0.330 (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
-0.385
9 periods · Return correlation when both series rose
Both Falling
+0.294
6 periods · Return correlation when both series fell
Diverging
-0.658
20 periods · Return correlation when series moved apart
R-Squared
8.9%
Share of variance in one series explained by the other.
Trend Agreement
56.0%
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: [-0.348, -0.247]
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
Bunge Global SA
BG
Market cap 24.9B · 34,000 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
27
Estimated crossover points between normalized spreads.
Slope
-1.2261
Linear regression slope.
Intercept
379.1142
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 6 hours ago · ID: stock-bg-vs-stock-v-daily