Various factors can be used to monitor usage of a subreddit. Due to the promising trading strategy generated from the factors chosen in [7], these same factors will be examined here. Posts per day indicates the number of posts made on a particular subreddit, per day. (this factor does not include comments made in response to particular posts). Subscriber growth indicates the number of new subscribers that a subreddit receives, per day. New authors indicates the number of new authors posting on a particular subreddit, per day. This current work will aim to confirm the relationship the factors identified have with price in a model-free environment, rather than with the use of a trading strategy which can potentially introduce ambiguity relating to individual factor contributions.
Since Binance doesn't allow for US Dollar deposits and trading, most of the volume on the exchange occurs against stablecoin pairs such as BTC/USDT, BTC/USDC, and BTC/BUSD (BUSD is Binance's native stablecoin). One other factor to note is that although Binance does have more volume than any other exchange, that volume is spread across a much larger pool of cryptocurrencies than other exchanges such as Coinbase and Kraken. Therefore, it's always important to look at the specific asset you're interested in trading in order to determine how liquid (or illiquid) it is.

For more info on how we might use your data, see our privacy notice and access policy and privacy webpage.
For the sake of clarity an explicit definition of short, medium, and long term is required. In this work short term refers to the 2–4 and 4–8 day period bands. Medium term refers to the 8–16 and 16–32 day bands. Long term will be used to refer to the 32–64, 64–128, 128–256 and 256–512 day bands. The short, medium, and long term bands will be considered separately to begin with, and then considered collectively alongside the results of the GSADF bubble test.