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Emma Ruggiero Elite Prospects ↗

Position: Forward DOB: 1997-04-12 Country: USA

NCAA-W Projection

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Detected conference: () — projections will update automatically.

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NCAA Division I Women's

Projected PPG — WCHA-W

0.25

Average (0.25–0.45)

Base NCAAe-W PPG0.2962

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencemedium

Seasons Used0

NCAA D3W

Projected PPG — Division Avg

0.57

Average (0.35–0.65)

Base D3e-W PPG0.6680

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencemedium

Seasons Used0

D1W / D3W Likelihood

Career Trajectory

Dashed = raw PPG · ■ Solid = age-adjusted NCAAe-W PPG · ■ Green = actual college PPG

Pre-College Seasons

Most women's college players come directly from high school hockey. Junior or HS season stats below (when available on Elite Prospects).

Season	Team	League	GP	G	A	Pts	PPG	NCAAe-W PPG	Age-Adjusted
2019-20	Buffalo Beauts	PHF	10	0	1	1	0.100	N/A	N/A

NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow

College Seasons

Season	School	Conference	Year	GP	G	A	Pts	PPG
2018-19	Buffalo State	SUNYAC	GR	25	14	10	24	0.960
2017-18	Buffalo State	SUNYAC	SR	26	7	5	12	0.462
2016-17	Buffalo State	SUNYAC	JR	23	3	2	5	0.217
2015-16	Buffalo State	SUNYAC	SO	26	4	7	11	0.423

Women's college hockey projections draw primarily on high school and junior stats when available. Because most women go directly from HS to college, projections with limited pre-college data use conference-based priors.

NCAAe-W factors are derived from historical pre-college→NCAA-W transitions. For many players, projection confidence is lower than men's due to sparse pre-college tracking.