How is Network Deficit Calculated?
This was described as showing the difference between transaction fees and the bitcoin miners income from block rewards.

So if a Block has 25 BTC generated and 1 BTC of fees, the network deficit would be 24 BTC.  The amount in USDs is calculated at the spot rate at the time.