icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Breezy Point North Stars | NA3HL | 43 | 22 | 22 | 44 | 1.023 | 0.1132 | 0.1038 | 0.3242 | 0.2972 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Saint John's | D1 | — | SR | 7 | 1 | 0 | 1 | 0.143 |
| 2020-21 | Saint John's | D3 | — | SR | 7 | 1 | 0 | 1 | 0.143 |
| 2019-20 | Saint John's | D1 | — | JR | 26 | 0 | 1 | 1 | 0.038 |
| 2019-20 | Saint John's | D3 | — | JR | 26 | 0 | 1 | 1 | 0.038 |
| 2018-19 | Saint John's | D1 | — | SO | 17 | 0 | 1 | 1 | 0.059 |
| 2018-19 | Saint John's | D3 | — | SO | 17 | 0 | 1 | 1 | 0.059 |
| 2017-18 | Saint John's | D3 | — | FR | 8 | 1 | 0 | 1 | 0.125 |
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.