Analysis: Bitcoin's Price & Trading Volume Spike on April 2nd, 2019

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Bitcoin Prices

I don’t usually follow day-to-day Bitcoin price movements, but we haven’t seen a day like this in a long time.

Bitcoin’s price shot from ~$4,100 to ~$5,000 (+22%) in the span of 48 hours.

Times like these are interesting. Enhanced trading volumes and demand create unique market phenomena. One specific phenomenon is price discrepancy across cryptocurrency exchanges.

If we look at prices on an hourly time-scale, you’ll see that there is a clear price discrepancy across the top cryptocurrency exchanges. This is typical during a big run or sell-off.

Bitcoin Price Spike on April 3, 2019

In this particular case, Bitcoin prices on Binance are lagging behind other major exchanges.

Bitcoin Price Difference During April 3rd spike Across Different Exchanges: Binance, Bitrex, Bitfinex, Bitmex, Kraken, and Coinbase

Binance, Bitrex, Bitfinex, Bitmex, Kraken, and Coinbase prices are considered

If we plot, the price discrepancy range as a % of the average Bitcoin price, we’ll see that the discrepancy between exchanges goes up to ~4.3% during the peak.

Bitcoin Trading Volume

As you would expect, trading volume for BTC has also exploded. On top exchanges, BTC/USD and BTC/USDT dominate the top trading pairs.

Without Bitmex plotted, Binance leads the pack for trading volume.

Bitcoin trading volume across Binance, Bitrex, Bitmex, Kraken, and Coinbase during April 3rd spike.

Volume smoothed using 7-hour moving average

But once Bitmex is in the picture, it absolutely eclipses all other exchanges.

Bitmex trading volume during April 3rd spike.

Volume smoothed using 7-hour moving average

We have to plot this puppy on a log scale to view it in relation to trading volume on other exchanges.

Log transformed Bitcoin trading volume on April 3rd during price spike.

Volume smoothed using 7-hour moving average

The spike doesn’t look as huge on a log scale, but that’s deceiving. Bitmex’s hourly volume shot up close to 10x. Bitmex reported ~$9 billion in trading volume across BTC/USD in the last 48H.

What a day!

About the Author

Anthony Xie Founder of HodlBot

Written by Anthony Xie

I’m the founder of HodlBot.

I’m a big data nerd. I like to talk about all things data, finance, and crypto. You can find me on Twitter here.

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