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 | Lloydminster Blazers | AJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2003-04 | Lloydminster Bobcats | AJHL | 53 | 3 | 8 | 11 | 0.207 | 0.0696 | 0.0721 | 0.1923 | 0.1992 |
| 2004-05 | Lloydminster Bobcats | AJHL | 59 | 4 | 14 | 18 | 0.305 | 0.1023 | 0.1011 | 0.2828 | 0.2794 |
| 2005-06 | Fort McMurray Oil Barons | AJHL | 58 | 5 | 15 | 20 | 0.345 | 0.1156 | 0.1087 | 0.3196 | 0.3006 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Colby | D3 | — | SR | 24 | 1 | 7 | 8 | 0.333 |
| 2008-09 | Colby | D3 | — | JR | 24 | 2 | 8 | 10 | 0.417 |
| 2007-08 | Colby | D3 | — | SO | 25 | 1 | 3 | 4 | 0.160 |
| 2006-07 | Colby | D3 | — | FR | 25 | 4 | 8 | 12 | 0.480 |
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.