How is this calculated?
The math continuously tracks how strongly this post is connected to the rest of the network. Every tag forms a 2-way link. The base stats determine personal node strength, and the pie charts below show this node's share against its direct neighbours.
// 1. Base variables (floored at 1 to prevent zero-multiplication math errors)
$inbound = max(1, 1) = 1
$outbound = max(1, 1) = 1
// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 1 * 1 = 1
Base_Influence (IV) = $inbound / $outbound = 1 / 1 = 1
// 3. Exponential Network Values (accumulating 19 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
= 1 *
( 4 [Tom Choi] *
1 [Sophia Ali] *
4 [Lucy Hale] *
25 [Zach Tyler Eisen] *
1 [Sam Lerner] *
4 [Andrew Howard] *
361 [Truth or Dare] *
1 [Aurora Perrineau] *
1 [Brady Smith] *
1 [Ezmie Garcia] *
4 [Gregg Daniel] *
1 [Hayden Szeto] *
1 [Landon Liboiron] *
1 [Leslie Stratton] *
4 [Nolan Gerard Funk] *
1 [Omar Leyva] *
4 [Tyler Posey] *
1 [Vera Taylor] *
1 [Violett Beane]
)
= 36.97M
Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
= 1 *
( 1 [Tom Choi] *
1 [Sophia Ali] *
1 [Lucy Hale] *
1 [Zach Tyler Eisen] *
1 [Sam Lerner] *
1 [Andrew Howard] *
1 [Truth or Dare] *
1 [Aurora Perrineau] *
1 [Brady Smith] *
1 [Ezmie Garcia] *
1 [Gregg Daniel] *
1 [Hayden Szeto] *
1 [Landon Liboiron] *
1 [Leslie Stratton] *
1 [Nolan Gerard Funk] *
1 [Omar Leyva] *
1 [Tyler Posey] *
1 [Vera Taylor] *
1 [Violett Beane]
)
= 1
Outbound
1
Tags on post
Inbound
1
Posts tagging this
Connections
19
Total nodes
Base Node Strength
1
Base Node Influence
1
Strength Share (vs Direct Neighbours)
Dominant nodes (excluded from chart)Truth or Dare 85.55%Zach Tyler Eisen 5.92%
Influence Share (vs Direct Neighbours)
Connected Network Hierarchy
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Connection Health Audit (Red = broken 1-way link)