PS - Race update - lithium beats marijuana, crypto, China brand demand themes
In mid-December we had a bit of fun exploring which of the key speculative themes of calendar 2017 had run hardest on the ASX (see original post here).
Today we published the December update for the Equitable Investors Dragonfly Fund and included an update on that race. We declare lithium the winner (represented in Figure 1 below by the grey line with long dashes).
The indices presented are based on equal-weighted monthly returns for stocks identified as fitting each theme.
Figure 1: relative returns of four "buzz" sectors on the ASX (equal-weighted portfolios)
![](data:image/png;base64,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)
source: Equitable Investors, Thomson Reuters, companies' data
Equitable Investors has some exposure to the China theme directly through food brands and through food testing. This is the only one of the four themes detailed where there is significant revenue already flowing and the enterprise values, on average, have any real connection to a revenue base.
Figure 2: Average revenue & EV of stocks in each "buzz" category
source: Equitable Investors, Thomson Reuters, companies' data
Today we published the December update for the Equitable Investors Dragonfly Fund and included an update on that race. We declare lithium the winner (represented in Figure 1 below by the grey line with long dashes).
The indices presented are based on equal-weighted monthly returns for stocks identified as fitting each theme.
Figure 1: relative returns of four "buzz" sectors on the ASX (equal-weighted portfolios)
source: Equitable Investors, Thomson Reuters, companies' data
Equitable Investors has some exposure to the China theme directly through food brands and through food testing. This is the only one of the four themes detailed where there is significant revenue already flowing and the enterprise values, on average, have any real connection to a revenue base.
Figure 2: Average revenue & EV of stocks in each "buzz" category
source: Equitable Investors, Thomson Reuters, companies' data