Correlation Between Salesforce and Shopify

By analyzing existing cross correlation between Salesforce and Shopify, you can compare the effects of market volatilities on Salesforce and Shopify 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 Salesforce with a short position of Shopify. Check out your portfolio center. Please also check ongoing floating volatility patterns of Salesforce and Shopify.

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Can any of the company-specific risk be diversified away by investing in both Salesforce and Shopify 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 Salesforce and Shopify into the same portfolio, which is an essential part of the fundamental portfolio management process.

Diversification Opportunities for Salesforce and Shopify

  Correlation Coefficient

Very poor diversification

The 3 months correlation between Salesforce and Shopify is 0.88. Overlapping area represents the amount of risk that can be diversified away by holding Salesforce and Shopify in the same portfolio assuming nothing else is changed. The correlation between historical prices or returns on Shopify and Salesforce 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 Salesforce are associated (or correlated) with Shopify. Values of the correlation coefficient range from -1 to +1, where. The correlation of zero (0) is possible when the price movement of Shopify has no effect on the direction of Salesforce i.e., Salesforce and Shopify go up and down completely randomly.

Pair Corralation between Salesforce and Shopify

Considering the 90-day investment horizon Salesforce is expected to under-perform the Shopify. But the stock apears to be less risky and, when comparing its historical volatility, Salesforce is 2.36 times less risky than Shopify. The stock trades about -0.06 of its potential returns per unit of risk. The Shopify is currently generating about 0.06 of returns per unit of risk over similar time horizon. If you would invest  146,098  in Shopify on May 1, 2021 and sell it today you would earn a total of  3,895  from holding Shopify or generate 2.67% return on investment over 90 days.
Time Period3 Months [change]
DirectionMoves Together 
ValuesDaily Returns

Salesforce  vs.  Shopify

 Performance (%) 
 Salesforce Performance
6 of 100
Compared to the overall equity markets, risk-adjusted returns on investments in Salesforce are ranked lower than 6 (%) of all global equities and portfolios over the last 90 days. Even with relatively weak basic indicators, Salesforce may actually be approaching a critical reversion point that can send shares even higher in August 2021.

Salesforce Price Channel

 Shopify Performance
15 of 100
Compared to the overall equity markets, risk-adjusted returns on investments in Shopify are ranked lower than 15 (%) of all global equities and portfolios over the last 90 days. In spite of very sluggish basic indicators, Shopify displayed solid returns over the last few months and may actually be approaching a breakup point.

Shopify Price Channel

Salesforce and Shopify Volatility Contrast

 Predicted Return Density 

Pair Trading with Salesforce and Shopify

The main advantage of trading using opposite Salesforce and Shopify positions is that it hedges away some unsystematic risk. Because of two separate transactions, even if Salesforce position performs unexpectedly, Shopify 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 Shopify will offset losses from the drop in Shopify's long position.
The idea behind Salesforce and Shopify 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.
Check out your portfolio center. 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 Headlines Timeline module to stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity.

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