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 | Cowichan Valley Capitals | BCHL | 56 | 7 | 20 | 27 | 0.482 | 0.1858 | 0.1890 | 0.7016 | 0.7136 |
| 2015-16 | Cowichan Valley Capitals | BCHL | 48 | 16 | 37 | 53 | 1.104 | 0.4254 | 0.4099 | 1.6069 | 1.5484 |
| 2018-19 | Brock Univ. | USports-M | 28 | 9 | 10 | 19 | 0.679 | 0.3580 | 0.3612 | 1.9890 | 2.0067 |
| 2019-20 | Brock Univ. | USports-M | 28 | 5 | 9 | 14 | 0.500 | 0.2638 | 0.2638 | 1.4655 | 1.4655 |
| 2020-21 | Brock Univ. | USports-M | 0 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2021-22 | Brock Univ. | USports-M | 12 | 1 | 4 | 5 | 0.417 | 0.2199 | 0.1905 | 1.2213 | 1.0579 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Union | D1 | ECAC | SO | 5 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Union | D1 | ECAC | FR | 26 | 1 | 5 | 6 | 0.231 |
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.