icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | New Hampton | NE-Prep-Girls | 32 | 0 | 2 | 2 | 0.060 | 0.0276 | 0.0276 | — | — |
| 2014-15 | New Hampton | NE-Prep-Girls | 21 | 0 | 2 | 2 | 0.100 | 0.0460 | 0.0460 | — | — |
| 2015-16 | New Hampton | NE-Prep-Girls | 32 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Metropolitan Riveters | PHF | 2 | 1 | 2 | 3 | 1.500 | — | — | — | — |
| 2020-21 | Metropolitan Riveters | PHF | 3 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Sacred Heart | D1 | NEWHA | SR | 32 | 22 | 13 | 35 | 1.094 |
| 2018-19 | Sacred Heart | D1 | NEWHA | JR | 31 | 19 | 18 | 37 | 1.194 |
| 2017-18 | Sacred Heart | D1 | NEWHA | SO | 31 | 19 | 18 | 37 | 1.194 |
| 2016-17 | Sacred Heart | D1 | NEWHA | FR | 34 | 19 | 24 | 43 | 1.265 |
| 2015-16 | Sacred Heart | D1 | NEWHA | — | 29 | 9 | 16 | 25 | 0.862 |
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.