icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Worcester Blades | CWHL | 20 | 5 | 4 | 9 | 0.450 | — | — | — | — |
| 2015-16 | Boston Pride | PHF | 18 | 3 | 4 | 7 | 0.389 | — | — | — | — |
| 2016-17 | Buffalo Beauts | PHF | 17 | 9 | 3 | 12 | 0.706 | — | — | — | — |
| 2017-18 | Buffalo Beauts | PHF | 15 | 4 | 6 | 10 | 0.667 | — | — | — | — |
| 2018-19 | Buffalo Beauts | PHF | 16 | 3 | 4 | 7 | 0.438 | — | — | — | — |
| 2019-20 | Buffalo Beauts | PHF | 24 | 6 | 7 | 13 | 0.542 | — | — | — | — |
| 2020-21 | Minnesota Whitecaps | PHF | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Providence | D1 | HEA-W | SR | 21 | 7 | 17 | 24 | 1.143 |
| 2012-13 | Providence | D1 | HEA-W | JR | 35 | 15 | 11 | 26 | 0.743 |
| 2011-12 | Providence | D1 | HEA-W | SO | 36 | 10 | 15 | 25 | 0.694 |
| 2010-11 | Providence | D1 | HEA-W | FR | 35 | 11 | 13 | 24 | 0.686 |
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.