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, 3) = 3
$outbound = max(1, 2) = 2
// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 3 * 2 = 6
Base_Influence (IV) = $inbound / $outbound = 3 / 2 = 1.5
// 3. Exponential Network Values (accumulating 8 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
= 6 *
( 6 [Aram Bagh Masjid, Karachi] *
6 [Chowk Road] *
70 [Karachi District] *
1 [Sindh] *
9 [Lyari Town] *
1 [Lyari River] *
1 [Saddar] *
5 [Karachi]
)
= 680.4K
Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
= 1.5 *
( 1.5 [Aram Bagh Masjid, Karachi] *
1.5 [Chowk Road] *
1.43 [Karachi District] *
1 [Sindh] *
1 [Lyari Town] *
1 [Lyari River] *
1 [Saddar] *
0.2 [Karachi]
)
= 0.9643
Outbound
3
Tags on post
Inbound
2
Posts tagging this
Connections
8
Total nodes
Base Node Strength
6
Base Node Influence
1.5
Strength Share (vs Direct Neighbours)
Dominant nodes (excluded from chart)Karachi District 66.67%
Influence Share (vs Direct Neighbours)
Connected Network Hierarchy
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Connection Health Audit (Red = broken 1-way link)