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 | Mississauga Chiefs | CWHL | 11 | 1 | 1 | 2 | 0.182 | — | — | — | — |
| 2009-10 | Burlington Barracudas | CWHL | 17 | 11 | 12 | 23 | 1.353 | — | — | — | — |
| 2015-16 | Calgary Inferno | CWHL | 24 | 10 | 18 | 28 | 1.167 | — | — | — | — |
| 2016-17 | Calgary Inferno | CWHL | 20 | 9 | 18 | 27 | 1.350 | — | — | — | — |
| 2017-18 | Calgary Inferno | CWHL | 4 | 1 | 1 | 2 | 0.500 | — | — | — | — |
| 2018-19 | Calgary Inferno | CWHL | 27 | 19 | 13 | 32 | 1.185 | — | — | — | — |
| 2019-20 | Calgary Inferno | CWHL | 27 | 19 | 13 | 32 | 1.185 | — | — | — | — |
| 2020-21 | Calgary Inferno | CWHL | 27 | 19 | 13 | 32 | 1.185 | — | — | — | — |
| 2021-22 | Calgary Inferno | CWHL | 27 | 19 | 13 | 32 | 1.185 | — | — | — | — |
| 2022-23 | Calgary Inferno | CWHL | 27 | 19 | 13 | 32 | 1.185 | — | — | — | — |
| 2023-24 | Calgary Inferno | CWHL | 27 | 19 | 13 | 32 | 1.185 | — | — | — | — |
| 2024-25 | Ottawa Charge | PWHL | 28 | 7 | 8 | 15 | 0.536 | — | — | — | — |
| 2025-26 | Ottawa Charge | PWHL | 30 | 12 | 14 | 26 | 0.867 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Cornell | D1 | ECAC-W | SR | 31 | 15 | 36 | 51 | 1.645 |
| 2012-13 | Cornell | D1 | ECAC-W | JR | 32 | 35 | 35 | 70 | 2.188 |
| 2011-12 | Cornell | D1 | ECAC-W | SO | 33 | 20 | 38 | 58 | 1.758 |
| 2010-11 | Cornell | D1 | ECAC-W | FR | 33 | 23 | 27 | 50 | 1.515 |
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.