Correlation Analysis
Otis Worldwide Corporation vs Walmart Inc. Common Stock
OTIS vs WMT
+0.552
Moderate positive
When one moves up, the other tends to follow.
Otis Worldwide Corporation
↗OTIS
Otis is the largest global elevator and escalator supplier by revenue with around 18% global market share. In 1854 Otis' founder and namesake Elisha Graves Otis, invented a safety mechanism that prevented elevators from falling if the hoisting cable failed. The company's product and service lifecycle begins with installations of elevator units in new buildings, later selling maintenance services on the units, and eventually replacement of the units after the average 15- to 20-year useful life of an elevator. As the largest global OEM, Otis has amassed an installed base under service that exceeds 2 million elevators. Its business model is similar to that of its closest competitors Kone, Schindler, and TK Elevator.
Market cap 30.4B · 72,000 employees
Walmart Inc. Common Stock
↗WMT
Since its founding in 1962, Walmart has become the world's largest retailer, operating over 10,700 stores globally (including 4,600 namesake locations on its home turf and another 600 Sam's Club outlets) and growing its e-commerce presence, attracting 270 million customers weekly. In aggregate, the firm posted more than $680 billion in fiscal 2025 sales. Its core operations span three reporting segments: Walmart US (68% of fiscal 2025 sales), Walmart International (18%), and Sam's Club (14%). Within the US, nearly 60% of its $465 billion in fiscal 2025 revenue came from its grocery offerings, with another quarter from general merchandise. Internationally, Walmart's operations are concentrated in Mexico, though it also has budding exposure to India.
Market cap 1T
Time Series
Relative Performance
Who Moves First
OTIS leads WMT by 6 days
OTIS tends to move before WMT.
After testing 13 timing shifts, the strongest relationship was +0.571 (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
-0.300
14 periods · Return correlation when both series rose
Both Falling
-0.106
5 periods · Return correlation when both series fell
Diverging
-0.669
16 periods · Return correlation when series moved apart
R-Squared
30.4%
Share of variance in one series explained by the other.
Trend Agreement
57.7%
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: [0.512, 0.589]
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
Otis Worldwide Corporation
OTIS
Market cap 30.4B · 72,000 employees
Stock · 1,254 raw → 1,254 prepared
Series B
Walmart Inc. Common Stock
WMT
Market cap 1T
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
1.5285
Linear regression slope.
Intercept
-65.6464
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
OTIS
Otis Worldwide Corporation
Highest
+0.736
Mastercard Incorporated
MA · 1,254 data points
Lowest
-0.200
Johnson & Johnson
JNJ · 1,254 data points
Saved 7 hours ago · ID: stock-otis-vs-stock-wmt-daily