icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Surrey Eagles | BCHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Surrey Eagles | BCHL | 4 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Surrey Eagles | BCHL | 54 | 17 | 19 | 36 | 0.667 | 0.2595 | 0.2417 | 0.9722 | 0.9054 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | St. Thomas | D3 | — | SR | 24 | 3 | 0 | 3 | 0.125 |
| 2017-18 | St. Thomas | D3 | — | JR | 20 | 2 | 1 | 3 | 0.150 |
| 2016-17 | St. Thomas | D3 | — | SO | 24 | 2 | 4 | 6 | 0.250 |
| 2015-16 | St. Thomas | D3 | — | FR | 25 | 5 | 2 | 7 | 0.280 |
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.