icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2004-05 | Olds Grizzlys | AJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2005-06 | Calgary Canucks | AJHL | 41 | 4 | 1 | 5 | 0.122 | 0.0405 | 0.0408 | 0.1131 | 0.1139 |
| 2006-07 | — | AJHL | 56 | 7 | 11 | 18 | 0.321 | 0.1066 | 0.1025 | 0.2979 | 0.2864 |
| 2007-08 | — | AJHL | 53 | 12 | 17 | 29 | 0.547 | 0.1816 | 0.1645 | 0.5071 | 0.4595 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Marian | D3 | NCHA | SR | 24 | 1 | 0 | 1 | 0.042 |
| 2010-11 | Marian | D3 | NCHA | JR | 26 | 6 | 8 | 14 | 0.538 |
| 2009-10 | Marian | D3 | — | SO | 26 | 2 | 17 | 19 | 0.731 |
| 2008-09 | Marian | D3 | — | FR | 28 | 11 | 7 | 18 | 0.643 |
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.