Correlation Analysis
Samsara Inc. vs Walmart Inc. Common Stock
IOT vs WMT
+0.694
Strong positive
When one moves up, the other tends to follow.
Samsara Inc.
↗IOT
Samsara Inc provides an end-to-end solution for operations. The company's Connected Operations Platform consolidates data from its IoT devices and a growing ecosystem of connected assets and third-party systems, and makes it easy for organizations to access, analyze, and act on data insights using its cloud dashboard, custom alerts and reports, mobile apps, and workflows. The company derives almost all of its revenue from subscription services. Geographically, it derives a majority of its revenue from the United States. The company's customers range from small and medium-sized businesses to state and local governments.
Market cap 18.3B · 4,100 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
IOT leads WMT by 6 days
IOT tends to move before WMT.
After testing 13 timing shifts, the strongest relationship was +0.705 (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
+0.166
13 periods · Return correlation when both series rose
Both Falling
N/A
4 periods · Return correlation when both series fell
Diverging
-0.545
18 periods · Return correlation when series moved apart
R-Squared
48.2%
Share of variance in one series explained by the other.
Trend Agreement
54.7%
How often both series moved in the same direction period-to-period.
Overlap Quality
1,080
Deep shared window — 1,080 usable pairs.
Significance
p < 0.001
95% CI: [0.662, 0.724]
Scatter
XY Regression
Pipeline
Data quality details
Pipeline
Data quality details
Pipeline Summary
1,080 paired data points survived the daily window.
Raw input
1,080
1,254
Normalized
1,080
1,254
Prepared
1,080
1,254
Aligned
1,080
1,080
Invalid removed
0
A: 0 / B: 0
Duplicates removed
0
A: 0 / B: 0
Alignment drops
174
A: 0 / B: 174
Series A
Samsara Inc.
IOT
Market cap 18.3B · 4,100 employees
Stock · 1,080 raw → 1,080 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
5
Estimated crossover points between normalized spreads.
Slope
1.4375
Linear regression slope.
Intercept
27.4096
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
Saved 6 hours ago · ID: stock-iot-vs-stock-wmt-daily