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

0.62

Correlation Coefficient

Toyota  Spotify Technology

Poor diversification

The 3 months correlation between Toyota and Spotify is 0.62. 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 is expected to generate 4.75 times less return on investment than Spotify Technology. But when comparing it to its historical volatility, Toyota Motor Corp is 1.25 times less risky than Spotify Technology. It trades about 0.08 of its potential returns per unit of risk. Spotify Technology SA is currently generating about 0.29 of returns per unit of risk over similar time horizon. If you would invest  30,965  in Spotify Technology SA on September 12, 2024 and sell it today you would earn a total of  14,685  from holding Spotify Technology SA or generate 47.42% return on investment over 90 days.

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

Toyota Motor Corp  vs.  Spotify Technology SA

Toyota Motor Corp

Risk-Adjusted Performance

5 of 100

OK

Compared to the overall equity markets, risk-adjusted returns on investments in Toyota Motor Corp are ranked lower than 5 (%) of all global equities and portfolios over the last 90 days. In spite of rather uncertain technical and fundamental indicators, Toyota may actually be approaching a critical reversion point that can send shares even higher in January 2025.

Spotify Technology

Risk-Adjusted Performance

22 of 100

Solid

Compared to the overall equity markets, risk-adjusted returns on investments in Spotify Technology SA are ranked lower than 22 (%) 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 Idea Breakdown module to analyze constituents of all Macroaxis ideas. Macroaxis investment ideas are predefined, sector-focused investing themes.