The Empirical Analysis of Bitcoin Price Prediction Based on Deep Learning Integration Method
Table 1
Features.
Future
Definition
Block size
The average block size in MB
Hash rate
The estimated number of tera hashes per second (trillions of hashes per second), the bitcoin network is performing
Mining difficulty
A relative measure of how difficult it is to find a new block. The difficulty is adjusted periodically as a function of how much hashing power has been deployed by the network of miners
Number of transactions
The number of transactions per day
Market capitalization
The total US dollar market value of bitcoin
Baidu and google search volume
The weighted volume for media coverage of the keyword “bitcoin”
Relevant major events
Major events in bitcoin from November 29, 2014, to March 31, 2020 (positive impact expressed as “1” and negative impact expressed as “−1”)
Gold price
XAU gold spot price in US dollars
Dollar index
An indicator that comprehensively reflects the exchange rate of the US dollar in the international foreign exchange market
