Correlation Analysis
Bank of America Corporation vs JPMorgan Chase & Co.
BAC vs JPM
+0.787
Strong positive
When one moves up, the other tends to follow.
Bank of America Corporation
↗BAC
Bank of America is one of the largest financial institutions in the United States, with more than $3.4 trillion in assets. It is organized into four major segments: consumer banking, global wealth and investment management, global banking, and global markets. Bank of America's consumer-facing lines of business include its network of branches and deposit-gathering operations, retail lending products, credit and debit cards, and small-business services. The company's Merrill Lynch operations provide brokerage and wealth-management services, as does its private bank. Wholesale lines of business include investment banking, corporate and commercial real estate lending, and capital markets operations. Bank of America has operations in several countries but is primarily US-focused.
Market cap 357.7B
JPMorgan Chase & Co.
↗JPM
JPMorgan Chase is one of the largest and most complex financial institutions in the United States, with more than $4.4 trillion in assets. It is organized into four major segments: consumer and community banking, corporate and investment banking, commercial banking, and asset and wealth management. JPMorgan operates and is subject to regulation in multiple countries.
Market cap 792.5B
Time Series
Relative Performance
Who Moves First
in sync
BAC and JPM tend to move at the same time.
After testing 13 timing shifts, the strongest relationship was +0.787 (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
+0.664
20 periods · Return correlation when both series rose
Both Falling
+0.861
11 periods · Return correlation when both series fell
Diverging
N/A
4 periods · Return correlation when series moved apart
R-Squared
61.9%
Share of variance in one series explained by the other.
Trend Agreement
81.5%
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: [0.765, 0.807]
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
Bank of America Corporation
BAC
Market cap 357.7B
Stock · 1,254 raw → 1,254 prepared
Series B
JPMorgan Chase & Co.
JPM
Market cap 792.5B
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
5
Estimated crossover points between normalized spreads.
Slope
6.6561
Linear regression slope.
Intercept
-73.3272
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
BAC
Bank of America Corporation
Highest
+0.733
NetFlix Inc
NFLX · 1,254 data points
Lowest
+0.085
Exxon Mobil Corporation
XOM · 1,254 data points
Saved 4 hours ago · ID: stock-bac-vs-stock-jpm-daily