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, 2) = 2
$outbound = max(1, 4) = 4
// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 2 * 4 = 8
Base_Influence (IV) = $inbound / $outbound = 2 / 4 = 0.5
// 3. Exponential Network Values (accumulating 10 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
= 8 *
( 6 [Max Tegmark] *
56 [Lex Fridman Podcast] *
1 [Raoul Bott] *
1 [The Ben Shapiro Show: Sunday Special] *
1 [The Portal] *
1 [Andrew Huberman] *
4 [David Goggins] *
16 [Michael Malice] *
9 [Oliver Stone] *
4 [Jim Keller]
)
= 6.19M
Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
= 0.5 *
( 1.5 [Max Tegmark] *
1.14 [Lex Fridman Podcast] *
1 [Raoul Bott] *
1 [The Ben Shapiro Show: Sunday Special] *
1 [The Portal] *
1 [Andrew Huberman] *
1 [David Goggins] *
1 [Michael Malice] *
1 [Oliver Stone] *
1 [Jim Keller]
)
= 0.8572
Outbound
2
Tags on post
Inbound
4
Posts tagging this
Connections
10
Total nodes
Base Node Strength
8
Base Node Influence
0.5
Strength Share (vs Direct Neighbours)
Dominant nodes (excluded from chart)Lex Fridman Podcast 52.34%
Influence Share (vs Direct Neighbours)
Connected Network Hierarchy
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Connection Health Audit (Red = broken 1-way link)
