Correlation Analysis
Expedia Group, Inc. Common Stock vs Johnson & Johnson
EXPE vs JNJ
+0.555
Moderate positive
When one moves up, the other tends to follow.
Expedia Group, Inc. Common Stock
↗EXPE
Expedia is the world's second-largest online travel agency by bookings, offering services for lodging (80% of total 2025 sales), air tickets (3%), rental cars, cruises, in-destination, and other (9%), and advertising revenue (8%). Expedia operates a number of branded travel booking sites, but its three core online travel agency brands are Expedia, Hotels.com, and alternative accommodations brand Vrbo. It also has a metasearch brand, Trivago. Transaction fees for online bookings account for the bulk of sales and profits.
Market cap 28.1B · 16,000 employees
Johnson & Johnson
↗JNJ
Johnson & Johnson is the world's largest and most diverse healthcare firm. It has two divisions: innovative medicine and medtech. These now represent all of the company's sales following the divestment of the consumer business, Kenvue, in 2023. After restructurings in 2023-24, the drug division focuses on three main therapeutic areas: immunology, oncology, and neurology. Geographically, just over half of total revenue is generated in the United States.
Market cap 580.4B
Time Series
Relative Performance
Who Moves First
EXPE leads JNJ by 6 days
EXPE tends to move before JNJ.
After testing 13 timing shifts, the strongest relationship was +0.577 (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
+0.369
10 periods · Return correlation when both series rose
Both Falling
-0.279
9 periods · Return correlation when both series fell
Diverging
-0.862
16 periods · Return correlation when series moved apart
R-Squared
30.8%
Share of variance in one series explained by the other.
Trend Agreement
50.0%
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: [0.515, 0.592]
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
Expedia Group, Inc. Common Stock
EXPE
Market cap 28.1B · 16,000 employees
Stock · 1,254 raw → 1,254 prepared
Series B
Johnson & Johnson
JNJ
Market cap 580.4B
Stock · 1,254 raw → 1,254 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
36
Estimated crossover points between normalized spreads.
Slope
0.2317
Linear regression slope.
Intercept
132.9667
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
EXPE
Expedia Group, Inc. Common Stock
Highest
+0.778
JPMorgan Chase & Co.
JPM · 1,254 data points
Lowest
+0.112
Exxon Mobil Corporation
XOM · 1,254 data points
Saved 7 hours ago · ID: stock-expe-vs-stock-jnj-daily