“I think it’s really important to keep your eyes open,” Johnson says. “Don’t get the FOMO at a fever, because it’s very volatile. No one should invest anything that they can’t afford to lose, and that’s the same advice I give for any kind of an investment.”
In the short term, situations occur where the factors lead the price and where the factors lag the price. However in most cases, the factor lags the price in the short term (seen by upward facing arrows near the top of each scalogram). This is understandable given short term changes appear likely to be the result of particular events, as discussed above. It is likely the market price will reflect the event quicker than social media; social media may experience a longer interval of discussion and activity relating to the original event and resulting price change.

Although analysis of a single factor and cryptocurrency combination, as above, is of interest, more general findings across multiple cryptocurrency/factor combinations can also be pursued. Fig 7 shows, for each cryptocurrency and factor combination, the mean coherence values during the bubble and non-bubble regimes. Each horizontal subplot shows a different coherence period band, from the lowest period band (2–4 days) at the top to the highest period band (256–512 days) at the bottom. As the duration of data for each cryptocurrency varies, certain ranges are left blank when that cryptocurrency does not have enough data to produce values for such bands.
More rich young investors are opting to go without a traditional financial adviser. Instead, they are betting they can get good-enough investment options from do-it-yourself digital platforms that are cheap and easy to use. Many also want to invest in riskier assets, like cryptocurrencies and tech startups.