icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2002-03 | Bancroft Hawks | OJHL | 49 | 5 | 25 | 30 | 0.612 | 0.1501 | 0.1604 | 0.4215 | 0.4503 |
| 2003-04 | Bancroft Hawks | OJHL | 28 | 6 | 13 | 19 | 0.679 | 0.1663 | 0.1702 | 0.4672 | 0.4781 |
| 2004-05 | — | OJHL | 39 | 16 | 32 | 48 | 1.231 | 0.3017 | 0.2935 | 0.8474 | 0.8245 |
| 2005-06 | Port Hope Predators | OJHL | 46 | 26 | 45 | 71 | 1.544 | 0.3783 | 0.3541 | 1.0627 | 0.9948 |
| 2007-08 | Ontario Tech Univ. | USports-M | 8 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2008-09 | Ontario Tech Univ. | USports-M | 27 | 2 | 8 | 10 | 0.370 | 0.1954 | 0.1931 | 1.0856 | 1.0726 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2006-07 | Elmira | D3 | UCHC | FR | 5 | 0 | 0 | 0 | 0.000 |
| 2006-07 | SUNY Morrisville | D3 | SUNYAC | FR | 2 | 0 | 0 | 0 | 0.000 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.