Correlation Analysis
International Paper Co. vs VISA Inc.
IP vs V
+0.220
Light positive
When one moves up, the other tends to follow.
International Paper Co.
↗IP
International Paper manufactures packaging products and cellulose fibers. It accounts for roughly one-third of the North American corrugated packaging market. The company also has a substantial presence in Europe following its acquisition of DS Smith. International Paper serves a variety of end markets, including industrial, consumer products, and manufacturing.
Market cap 18.5B · 62,602 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 IP by 1 day
V tends to move before IP.
After testing 13 timing shifts, the strongest relationship was +0.220 (they moved in the same direction).
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
-0.118
10 periods · Return correlation when both series rose
Both Falling
+0.510
10 periods · Return correlation when both series fell
Diverging
-0.506
15 periods · Return correlation when series moved apart
R-Squared
4.8%
Share of variance in one series explained by the other.
Trend Agreement
60.0%
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: [0.167, 0.272]
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
International Paper Co.
IP
Market cap 18.5B · 62,602 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
15
Estimated crossover points between normalized spreads.
Slope
1.3308
Linear regression slope.
Intercept
204.2998
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 7 hours ago · ID: stock-ip-vs-stock-v-daily