What is the mechanism behind huge orders in the order book?

I'm new to trading, and have been observing the distribution of orders in the order book for various currencies.

I noticed that very often there are one or two (relatively) huge sell orders floating just underneath the market price. Yet in most cases, when the market price moves down, these orders seem to get cancelled and moved down to a lower price.

example

My guess is that this is a big player trying to buy at the lowest price, but I'm curious if anyone else has a deeper insight into the workings of this.

submitted by /u/CityMonk
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