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, 4) = 4
$outbound = max(1, 4) = 4
// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 4 * 4 = 16
Base_Influence (IV) = $inbound / $outbound = 4 / 4 = 1
// 3. Exponential Network Values (accumulating 18 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
= 16 *
( 3 [Max Tegmark] *
240 [Lex Fridman Podcast] *
1 [Ghostbusters Catch Ghosts That Ruin Progressive Narrative] *
1 [Night Shade with Michael Malice] *
1 [On the Fringe] *
1 [Andrew Huberman] *
4 [David Goggins] *
4 [Jim Keller] *
1 [Jason Calacanis] *
1 [Avi Loeb] *
1 [Barry Barish] *
4 [Brendan Eich] *
1 [Eugenia Kuyda] *
1 [Konstantin Batygin] *
1 [Yeonmi Park] *
1 [Zach Bitter] *
12 [Eric Weinstein] *
24 [Oliver Stone]
)
= 212.34M
Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
= 1 *
( 3 [Max Tegmark] *
1.07 [Lex Fridman Podcast] *
1 [Ghostbusters Catch Ghosts That Ruin Progressive Narrative] *
1 [Night Shade with Michael Malice] *
1 [On the Fringe] *
1 [Andrew Huberman] *
1 [David Goggins] *
1 [Jim Keller] *
1 [Jason Calacanis] *
1 [Avi Loeb] *
1 [Barry Barish] *
1 [Brendan Eich] *
1 [Eugenia Kuyda] *
1 [Konstantin Batygin] *
1 [Yeonmi Park] *
1 [Zach Bitter] *
0.75 [Eric Weinstein] *
0.6667 [Oliver Stone]
)
= 1.6
Outbound
4
Tags on post
Inbound
4
Posts tagging this
Connections
18
Total nodes
Base Node Strength
16
Base Node Influence
1
Strength Share (vs Direct Neighbours)
Dominant nodes (excluded from chart)Lex Fridman Podcast 75.47%Oliver Stone 7.55%Eric Weinstein 3.77%
Influence Share (vs Direct Neighbours)
Connected Network Hierarchy
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Connection Health Audit (Red = broken 1-way link)