icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Calgary Royals | AJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2010-11 | — | AJHL | 5 | 0 | 1 | 1 | 0.200 | 0.0671 | 0.0732 | 0.1851 | 0.2018 |
| 2011-12 | Powell River Kings | BCHL | 57 | 20 | 18 | 38 | 0.667 | 0.2569 | 0.2659 | 0.9702 | 1.0041 |
| 2012-13 | Powell River Kings | BCHL | 30 | 14 | 14 | 28 | 0.933 | 0.3596 | 0.3552 | 1.3582 | 1.3415 |
| 2013-14 | Powell River Kings | BCHL | 14 | 9 | 7 | 16 | 1.143 | 0.4404 | 0.4147 | 1.6633 | 1.5661 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Holy Cross | D1 | AHA | JR | 6 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Holy Cross | D1 | AHA | SO | 3 | 1 | 0 | 1 | 0.333 |
| 2014-15 | Holy Cross | D1 | AHA | FR | 26 | 4 | 4 | 8 | 0.308 |
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.