SeriesMagCorrOverlapThrough
These move together about 60% of the time
Very strong positive
Strong enough to use as a signal — read the stability and regime notes below before relying on it.
Microsoft develops and licenses consumer and enterprise software. It is known for its Windows operating systems and Office productivity suite. The company is organized into three equally sized broad segments: productivity and business processes (legacy Microsoft Office, cloud-based Office 365, Exchange, SharePoint, Skype, LinkedIn, Dynamics), intelligence cloud (infrastructure- and platform-as-a-service offerings Azure, Windows Server OS, SQL Server), and more personal computing (Windows Client, Xbox, Bing search, display advertising, and Surface laptops, tablets, and desktops).
Market cap 3.2T · 228,000 employees
JPMorgan is a leading global financial services firm with operations in 66 countries and over 318,000 employees as of year-end 2025. Under the JPMorgan brands, the bank holding company boasts a $4.9 trillion balance sheet and $2.68 trillion in deposits, as of March 2026. The firm generates its revenue across three core operating segments: consumer and community banking, the commercial and investment bank, and asset and wealth management. It maintains the top global ranking in investment banking fees with an 8.4% market share, serves millions of consumers through its network of over 5,000 US branches, and manages over $7.1 trillion in client assets within its wealth and asset management franc
What to Watch
Drifting from pattern
Recent correlation (+50%) is running 1.6σ away from the long-run average of +87%.
Tighter in drawdowns
Pair moves more tightly when both fall (+45%) than when both rise (+11%) — typical risk-off behaviour.
Flaky
Correlation swings widely across time windows — careful using this as a point estimate.
Time Series
Time-Shifted Correlation
See how correlation changes when one series is offset in time. A taller bar at a non-zero shift means the two move together better when one leads the other — that's a potential lead/lag signal.
Correlation by shift
Click a bar to inspect. Range: -6 to 6 days.
Selected shift
No shift
Correlation at this shift
+87%
No shift — both series at their actual dates.
1,255 overlapping points at this shift
Time series with JPMorgan Chase & Co. at original dates
Indexed to 100 at start
Deep Dive
Stability
How the correlation evolves over time. A stable line means the relationship is reliable; large swings signal regime-dependent behavior.
Corr
+87%
Pearson correlation
95% CI
+85% → +88%
Likely range
R²
75.5%
Variance explained
Trend agreement
59.7%
Same-direction moves
Significance
p < 0.001
Statistical confidence
Data points
1,255
Deep
Pipeline
Pipeline Summary
1,255 paired data points survived the daily window.
Raw input
1,255
1,255
Normalized
1,255
1,255
Prepared
1,255
1,255
Aligned
1,255
1,255
Invalid removed
Explore
The strongest positive and inverse pairs we’ve saved for each side of this comparison — good jumping-off points if this result raised a question.
Market cap 835B · 318,512 employees
Do They Crash Together?
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
+11%
105 periods · Return correlation when both series rose
Both Falling
+45%
80 periods · Return correlation when both series fell
Diverging
-50%
64 periods · Return correlation when series moved apart
Scatter
0
A: 0 / B: 0
Duplicates removed
0
A: 0 / B: 0
Alignment drops
0
A: 0 / B: 0
Series A
Microsoft Corp
MSFT
Market cap 3.2T · 228,000 employees
Stock · 1,255 raw → 1,255 prepared
Series B
JPMorgan Chase & Co.
JPM
Market cap 835B · 318,512 employees
Stock · 1,255 raw → 1,255 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
34
Estimated crossover points between normalized spreads.
Slope
0.6679
Linear regression slope.
Intercept
-47.6714
Linear regression intercept.
Saved 2 days ago · ID: stock:jpm|stock:msft|5Y
JPM
JPMorgan Chase & Co.
Strongest positive