Is there any way to predict if the market if it's going to fill an order based of the order book or previous transactions I was thinking an out using machine learning to figure this out, but that's a bit more complicated than I understand, is there a way to do this simpler?
Unfortunately this won't help you these days with the markets.
What you are doing is simply called Reading the Tape and with bots it has proven to be very difficult to predict any kind of speculation since there is a lot of order spoofing and iceberg orders.
yes , i guess so because tape reading is not as popular as it was in the old days. Computers have taken care of that. as i can see traders usually use it to determine the recent buying and selling pressure. for me it was much easier to spot a large buyer or seller because daily volume was incredibly light so it was easier to spot a big player. but thanks tho , appreciate it!