Rather than beat my head against a wall for days since I have basically no experience at stuff like this, I figured I might as well start by describing the stats I want to create here and hope that you guys might point me in the right direction.
All of these stats are calculated from every opponent I have in my database; I’m not interested right now in individual opponents. All of these stats right now are only regarding the flop (I might look at the turn and river later). All of these stats are of the standard variety: (how many times did a player do some action in a particular situation / how many times was a player in this situation).
I want to define a player’s “condition” by 6 different parameters, so that every possible condition would be defined something like this: Parameter 1: 8, Parameter 2: 3, Parameter 3: 0, and so on. Here is what I want the 6 parameters to be:
1. How many players were dealt into the hand: 10, 9, 8, 7
2. How many players saw the flop: 2, 3, 4, 5, …
3. A summary of the preflop betting and player’s action: checked BB, completed SB, limped, called raise, cold-called raise, raised, called 3bet, 3bet, called 4bet, 4bet.
4. The relative position of the player: 1, 2, 3, 4, 5
5. The board type: I haven’t fully thought out yet what I want the different options to be here.
6. What the player is facing: first to act, checked to, bet into, bet and called into, raised into, raised and called into.
So all of the different conditions would read something like:
The number of times any player was in an 8-handed game, where he called a raise preflop, and 3 players saw the flop, and his relative position was 2nd to act, and the board was of type 4, and the player was checked to.
For each of these conditions then, I want to calculate the percentages of each of the possible actions the player could have made. So I divide the number of times a player was in Condition x and then did some action, by the number of times a player was in Condition x. For the condition given above it might be something like: check – 42%, bet – 58%.
Some of you may be thinking that with this precise a set of criteria there won’t be enough data to make any of the stats meaningful. But first of all, my database is pretty large (hundreds of thousands of hands). Second of all, some of these combinations aren’t even possible and will be excluded (like 2 players seeing the flop and having a relative position of 3). And third of all, a lot of these conditions will be so rare that I don’t really care that much about them anyways (like 4+ players seeing the flop on a capped preflop).
Any help or input would be greatly appreciated.
