icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008-09 | Huntsville Otters | OJHL | 41 | 2 | 6 | 8 | 0.195 | 0.0478 | 0.0532 | 0.1343 | 0.1495 |
| 2009-10 | Huntsville Otters | OJHL | 55 | 4 | 13 | 17 | 0.309 | 0.0758 | 0.0804 | 0.2128 | 0.2256 |
| 2010-11 | Surrey Eagles | BCHL | 35 | 3 | 1 | 4 | 0.114 | 0.0440 | 0.0453 | 0.1663 | 0.1713 |
| 2011-12 | Surrey Eagles | BCHL | 51 | 0 | 10 | 10 | 0.196 | 0.0756 | 0.0737 | 0.2854 | 0.2784 |
| 2012-13 | — | BCHL | 29 | 1 | 7 | 8 | 0.276 | 0.1063 | 0.0987 | 0.4015 | 0.3726 |
| 2014-15 | Laurentian Univ. | USports-M | 22 | 2 | 4 | 6 | 0.273 | 0.1439 | 0.1472 | 0.7993 | 0.8177 |
| 2015-16 | Laurentian Univ. | USports-M | 15 | 1 | 0 | 1 | 0.067 | 0.0352 | 0.0343 | 0.1955 | 0.1904 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | SUNY Oswego | D3 | SUNYAC | FR | 7 | 0 | 5 | 5 | 0.714 |
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.