Ryan Reaves Hockey World Engagement & Fan Sentiment Analyzer

Total Impressions 30,155 Baseline Reach 1.0x

Calculated Engagement 3.08% 946 Total Signals

Overall Positive Sentiment 84.2% High Community Affinity

Amplification Velocity 1.002 1.00 Repost-to-Like Ratio

Interaction Simulation & Weighting LIVE MODEL

Likes Interaction Volume 435

Reposts & Shares 436

Direct Replies & Comments 34

Quote Posts (Discussion Starters) 33

Sentiment Weight Modifier (Heart Reaction Affinity) +12%

Audience Sentiment Distribution

Support & Admiration (Enforcer Respect ❤️) 84.2%

Neutral / Roster Commentary 10.8%

Rivalry Friction / Penalty Debate 5.0%

Interaction Distribution Matrix Dynamic D3 SVG Projection

Franchise Fanbase Affinity Index

Franchise Tenure	Affection Share	Dominant Sentiment	Enforcer Rating
TORONTO MAPLE LEAFS	42.5%	Fan Favorite & Physical Shield	99 / 100
VEGAS GOLDEN KNIGHTS	28.0%	Misfit Era Cult Icon	98 / 100
ST. LOUIS BLUES	16.5%	Foundational Enforcer Roots	96 / 100
NEW YORK RANGERS	8.0%	Broadway Grit & Heart	94 / 100
MINNESOTA WILD	5.0%	Veteran Presence	92 / 100

Active Social Engagement Model Computed: 3.08% ER | 84.2% Positive Sentiment | 946 Interactions

SOURCE METADATA & CALCULATED PROVENANCE Status URL: https://x.com/NHL/status/2100674586891505690

Canonical Formula: Engagement Rate = ((Likes + Reposts + Replies + Quotes + Bookmarks) / Impressions) * 100

Representative Grounded Fixture:

{"author":"@NHL","post_text":"Pretty clear the hockey world loves Ryan Reaves ❤️","impressions":30155,"likes":435,"reposts":436,"replies":34,"quotes":33,"bookmarks":8}