Villain is unknown. This is my second hand at the table (villain folded preflop the first hand). I am new to this limit, but have been doing a decent amount of datamining. The fact that I have no stats on him makes it more likely that he is not a regular. Also, his stack size and preflop play in this hand indicate that he's not that good. I decided to make this move because I think that he unthinkingly bets any pair when it's checked to him on the turn, and I don't think he's folding a J or any draw when I ship over him. Thoughts?
No-Limit Hold'em, $4.00 BB (5 handed) -
Hold'em Manager Converter Tool from
FlopTurnRiver.com saw flop
Button ($289.60)
Hero (SB) ($436)
BB ($727.10)
UTG ($732.40)
MP ($340.50) Preflop: Hero is SB with

,
1 fold, MP calls $4,
1 fold,
Hero bets $18,
1 fold, MP calls $16
Flop: ($44)

,

,
(2 players) Hero bets $33, MP calls $33
Turn: ($110)
(2 players)
Hero checks,
MP bets $110,
Hero raises $383 (All-In) Villain has $177.50 left