Correlation Between Toyota and Spotify Technology

Can any of the company-specific risk be diversified away by investing in both Toyota and Spotify Technology at the same time? Although using a correlation coefficient on its own may not help to predict future stock returns, this module helps to understand the diversifiable risk of combining Toyota and Spotify Technology into the same portfolio, which is an essential part of the fundamental portfolio management process.

By analyzing existing cross correlation between Toyota Motor Corp and Spotify Technology SA, you can compare the effects of market volatilities on Toyota and Spotify Technology and check how they will diversify away market risk if combined in the same portfolio for a given time horizon. You can also utilize pair trading strategies of matching a long position in Toyota with a short position of Spotify Technology. Check out your portfolio center. Please also check ongoing floating volatility patterns of Toyota and Spotify Technology.

Diversification Opportunities for Toyota and Spotify Technology

-0.16

Correlation Coefficient

Toyota  Spotify Technology

Good diversification

The 3 months correlation between Toyota and Spotify is -0.16. Overlapping area represents the amount of risk that can be diversified away by holding Toyota Motor Corp and Spotify Technology SA in the same portfolio, assuming nothing else is changed. The correlation between historical prices or returns on Spotify Technology and Toyota is a relative statistical measure of the degree to which these equity instruments tend to move together. The correlation coefficient measures the extent to which returns on Toyota Motor Corp are associated (or correlated) with Spotify Technology. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Spotify Technology has no effect on the direction of Toyota i.e., Toyota and Spotify Technology go up and down completely randomly.

Pair Corralation between Toyota and Spotify Technology

Assuming the 90 days trading horizon Toyota Motor Corp is expected to under-perform the Spotify Technology. But the stock apears to be less risky and, when comparing its historical volatility, Toyota Motor Corp is 1.36 times less risky than Spotify Technology. The stock trades about -0.15 of its potential returns per unit of risk. The Spotify Technology SA is currently generating about -0.06 of returns per unit of risk over similar time horizon. If you would invest  62,300  in Spotify Technology SA on April 17, 2025 and sell it today you would lose (1,780) from holding Spotify Technology SA or give up 2.86% of portfolio value over 90 days.

Time Period	3 Months [change]
Direction	Moves Against
Strength	Insignificant
Accuracy	100.0%
Values	Daily Returns

Toyota Motor Corp  vs.  Spotify Technology SA

Toyota Motor Corp

Risk-Adjusted Performance

Very Weak

Compared to the overall equity markets, risk-adjusted returns on investments in Toyota Motor Corp are ranked lower than 1 (%) of all global equities and portfolios over the last 90 days. In spite of rather sound technical and fundamental indicators, Toyota is not utilizing all of its potentials. The newest stock price tumult, may contribute to shorter-term losses for the shareholders.

Spotify Technology

Risk-Adjusted Performance

Good

Compared to the overall equity markets, risk-adjusted returns on investments in Spotify Technology SA are ranked lower than 11 (%) of all global equities and portfolios over the last 90 days. In spite of comparatively uncertain basic indicators, Spotify Technology unveiled solid returns over the last few months and may actually be approaching a breakup point.

Pair Trading with Toyota and Spotify Technology

The main advantage of trading using opposite Toyota and Spotify Technology positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Toyota position performs unexpectedly, Spotify Technology can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Spotify Technology will offset losses from the drop in Spotify Technology's long position.

The idea behind Toyota Motor Corp and Spotify Technology SA pairs trading is to make the combined position market-neutral, meaning the overall market's direction will not affect its win or loss (or potential downside or upside). This can be achieved by designing a pairs trade with two highly correlated stocks or equities that operate in a similar space or sector, making it possible to obtain profits through simple and relatively low-risk investment.

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Note that this page's information should be used as a complementary analysis to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Crypto Correlations module to use cryptocurrency correlation module to diversify your cryptocurrency portfolio across multiple coins.