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, 5) = 5
// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 1 * 5 = 5
Base_Influence (IV) = $inbound / $outbound = 1 / 5 = 0.2
// 3. Exponential Network Values (accumulating 5 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
= 5 *
( 6 [Aram Bagh Masjid, Karachi] *
6 [Chowk Road, Karachi] *
6 [Chowk Road] *
70 [Karachi District] *
1 [Sindh]
)
= 75.6K
Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
= 0.2 *
( 1.5 [Aram Bagh Masjid, Karachi] *
1.5 [Chowk Road, Karachi] *
1.5 [Chowk Road] *
1.43 [Karachi District] *
1 [Sindh]
)
= 0.9643
Outbound
1
Tags on post
Inbound
5
Posts tagging this
Connections
5
Total nodes
Base Node Strength
5
Base Node Influence
0.2
Strength Share (vs Direct Neighbours)
Dominant nodes (excluded from chart)Karachi District 74.47%
Influence Share (vs Direct Neighbours)
Connected Network Hierarchy
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Connection Health Audit (Red = broken 1-way link)
