icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Prior Lake High (women) | USHS-MN-W | 20 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2019-20 | Prior Lake High (women) | USHS-MN-W | 25 | 6 | 4 | 10 | 0.400 | 0.0604 | 0.0604 | — | — |
| 2020-21 | Prior Lake High (women) | USHS-MN-W | 19 | 11 | 6 | 17 | 0.895 | 0.1351 | 0.1351 | — | — |
| 2021-22 | Prior Lake High (women) | USHS-MN-W | 25 | 20 | 10 | 30 | 1.200 | 0.1812 | 0.1812 | — | — |
| 2022-23 | Prior Lake High (women) | USHS-MN-W | 27 | 22 | 12 | 34 | 1.259 | 0.1902 | 0.1725 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-Eau Claire | D3 | WIAC | — | 4 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Wisconsin-Eau Claire | D3 | WIAC | — | 15 | 0 | 1 | 1 | 0.067 |
| 2023-24 | Wisconsin-Eau Claire | D3 | WIAC | — | 6 | 1 | 1 | 2 | 0.333 |
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.