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Correlation Analysis

Tesla, Inc. Common Stock vs PAYEMS

TSLA vs PAYEMS

+0.231

Light positive

When one moves up, the other tends to follow.

TSLA logo

Tesla, Inc. Common Stock

TSLA

Tesla is a vertically integrated battery electric vehicle automaker and developer of real world artificial intelligence software, which includes autonomous driving and humanoid robots. The company has multiple vehicles in its fleet, which include luxury and midsize sedans, crossover SUVs, a light truck, and a semi truck. Tesla also plans to begin selling a sports car and offer a robotaxi service. Global deliveries in 2025 were nearly 1.64 million vehicles. The company sells batteries for stationary storage for residential and commercial properties including utilities and solar panels and solar roofs for energy generation. Tesla also owns a fast-charging network and an auto insurance business.

Market cap 1.3T

F

PAYEMS

PAYEMS

Apr 1, 2021 — Mar 1, 2026Monthly60 observationsStockFREDConsumer

Who Moves First

in sync

TSLA and PAYEMS tend to move at the same time.

Best correlation after shifting: +0.231 (13 shifts scanned)

Stability

Rolling Correlation

How the correlation evolves over time. A stable line means the relationship is reliable; large swings signal regime-dependent behavior.

Dashed line = zero correlationRange: -1 to +1

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

+0.191

14 periods · Return correlation when both series rose

Both Falling

N/A

1 periods · Return correlation when both series fell

Diverging

-0.239

20 periods · Return correlation when series moved apart

R-Squared

5.3%

Share of variance in one series explained by the other.

Trend Agreement

45.8%

How often both series moved in the same direction period-to-period.

Overlap Quality

60

Thin shared window — 60 usable pairs.

Significance

n.s.

95% CI: [-0.024, 0.458]

Time Series

Rebased to 100

Green: TSLAGray: PAYEMS36 of 60 points (sampled)

Scatter

XY Regression

128.3150200250300350400450486.2143,463144,000146,000148,000150,000152,000154,000156,000158,000159,761Tesla, Inc. Common StockPAYEMSData pointsFit (r = 0.231)

Pipeline

Data quality details

Pipeline Summary

60 paired observations survived the monthly window.

Raw input

1,254

1,047

Normalized

1,254

1,047

Prepared

61

1,047

Aligned

60

60

Invalid removed

0

A: 0 / B: 0

Duplicates removed

0

A: 0 / B: 0

Alignment drops

988

A: 1 / B: 987

Series A

TSLA logo

Tesla, Inc. Common Stock

TSLA

Market cap 1.3T

Stock · 1,254 raw → 61 prepared

Series B

F

PAYEMS

FRED · 1,047 raw → 1,047 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

1

Estimated crossover points between normalized spreads.

Slope

11.3473

Linear regression slope.

Intercept

151820.8551

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

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