Correlation Analysis
Citizens Financial Group, Inc. vs JPMorgan Chase & Co.
CFG vs JPM
+0.604
Moderate positive
When one moves up, the other tends to follow.
Citizens Financial Group, Inc.
↗CFG
Citizens Financial Group Inc is a bank holding company headquartered in Providence, Rhode Island. Through its subsidiaries, it offers various retail and commercial banking products and services to individuals, small businesses, middle-market companies, large corporations, and institutions. The group's reportable business segments are: Consumer Banking and Commercial Banking. The majority of its revenue is generated from the Consumer Banking segment, which serves consumer customers and small businesses, offering traditional banking products and services, including deposits, mortgage and home equity lending, credit cards, small business loans, education loans, point-of-sale finance loans, and wealth management solutions, among others, through a network of branches and ATMs.
Market cap 26.1B · 17,398 employees
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
JPM leads CFG by 6 days
JPM tends to move before CFG.
After testing 13 timing shifts, the strongest relationship was +0.610 (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
+0.412
18 periods · Return correlation when both series rose
Both Falling
+0.560
10 periods · Return correlation when both series fell
Diverging
-0.871
7 periods · Return correlation when series moved apart
R-Squared
36.5%
Share of variance in one series explained by the other.
Trend Agreement
74.6%
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: [0.568, 0.638]
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
Citizens Financial Group, Inc.
CFG
Market cap 26.1B · 17,398 employees
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
3
Estimated crossover points between normalized spreads.
Slope
4.1632
Linear regression slope.
Intercept
17.7092
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
CFG
Citizens Financial Group, Inc.
Highest
+0.674
Tesla, Inc. Common Stock
TSLA · 1,254 data points
Lowest
+0.019
Exxon Mobil Corporation
XOM · 1,254 data points
Saved 7 hours ago · ID: stock-cfg-vs-stock-jpm-daily