Panda Express: Community

Top 10 participants ranked by participation score

Name			Tier	Signal 6: Social Gravity (0-5 points) Reply magnetism: Do their posts generate conversation? Measures reply count, recurring commenters, and thread depth. • 5 = Exceptional (90+ replies or 10+ recurring commenters) • 4 = High (30-89 replies or 5-9 recurring) • 3 = Consistent (10-29 replies or 3-4 recurring) • 1 = Rare (1-9 replies or 1-2 recurring) • 0 = None (no replies to their comments)	Signal 7: Participation Velocity (0-5 points) Cascade effect: When they participate, do others follow within 72h? Measures contagion and patient-zero signals. • 5 = Patient zero (30+ cascades, triggers participation waves) • 4 = Strong catalyst (10-29 cascades) • 3 = Cascade starter (5-9 cascades) • 1 = Rare effect (1-4 cascades) • 0 = None (no measurable cascade effect)
@DaisySue 👁️Creator	Mar 27, 2026	21.9	Participant	●●●●●5.0	●●●●○4.0
@mikedchipman 👁️Creator	Mar 25, 2026	19.2	Participant	●●●●●5.0	●●●○○3.0
@farmageddon 👁️Creator	May 12, 2026	19.1	Participant	●●●●●5.0	●●○○○2.0
@toyotacorollaaltis8613	Mar 23, 2026	17.9	Participant	●●●●●5.0	●○○○○1.0
@shadowslayer-dv2pq	Mar 17, 2026	17.8	Participant	●●●○○3.0	○○○○○0.0
@joshuatoling16	Apr 11, 2026	17.5	Participant	●●●●●5.0	○○○○○0.0
@tskmaster3837	Mar 17, 2026	17.2	Participant	●●●○○3.0	●○○○○1.0
@patguitare	Mar 17, 2026	17.0	Participant	○○○○○0.0	○○○○○0.0
@crimsonsp33d	Apr 16, 2026	16.8	Participant	○○○○○0.0	○○○○○0.0
@CatzDolz	Mar 23, 2026	16.5	Participant	●●●○○3.0	○○○○○0.0

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Tier Legend (Combined Score: 0-35 with 7 Signals)

Proto-Ambassador

23-35 points

Participant

16-22 points

Aware

9-15 points

Noise

0-8 points

Scoring Weights (V3):

S1 Consistency: 35%

S2 Participation: 20%

S3 Ritual: 10%

S4 Meaning: 12%

S5 Authenticity: 8%

S6 Gravity: 8%

S7 Velocity: 7%