icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Calgary Inferno | CWHL | 15 | 10 | 3 | 13 | 0.867 | — | — | — | — |
| 2012-13 | Calgary Inferno | CWHL | 23 | 4 | 4 | 8 | 0.348 | — | — | — | — |
| 2013-14 | Calgary Inferno | CWHL | 18 | 11 | 7 | 18 | 1.000 | — | — | — | — |
| 2014-15 | Calgary Inferno | CWHL | 24 | 6 | 8 | 14 | 0.583 | — | — | — | — |
| 2015-16 | Calgary Inferno | CWHL | 24 | 7 | 4 | 11 | 0.458 | — | — | — | — |
| 2016-17 | Calgary Inferno | CWHL | 4 | 2 | 2 | 4 | 1.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2009-10 | Dartmouth | D1 | ECAC-W | SR | 28 | 18 | 13 | 31 | 1.107 |
| 2008-09 | Dartmouth | D1 | ECAC-W | JR | 34 | 13 | 22 | 35 | 1.029 |
| 2007-08 | Dartmouth | D1 | ECAC-W | SO | 17 | 17 | 20 | 37 | 2.176 |
| 2006-07 | Dartmouth | D1 | ECAC-W | FR | 34 | 15 | 7 | 22 | 0.647 |
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.