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, 10) = 10
$outbound = max(1, 7) = 7
// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 10 * 7 = 70
Base_Influence (IV) = $inbound / $outbound = 10 / 7 = 1.4286
// 3. Exponential Network Values (accumulating 16 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
= 70 *
( 6 [Aram Bagh Masjid, Karachi] *
6 [Chowk Road, Karachi] *
6 [Chowk Road] *
1 [Sindh] *
1 [Baldia Town] *
9 [Lyari Town] *
1 [New Karachi Town] *
1 [North Nazimabad Town] *
1 [Orangi Town] *
16 [Saddar Town] *
1 [Shah Faisal Town] *
1 [Jenaai village] *
1 [Lyari River] *
1 [Katrak Mansion] *
1 [St Patrick's High School, Karachi] *
5 [Karachi]
)
= 10.89M
Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
= 1.4286 *
( 1.5 [Aram Bagh Masjid, Karachi] *
1.5 [Chowk Road, Karachi] *
1.5 [Chowk Road] *
1 [Sindh] *
1 [Baldia Town] *
1 [Lyari Town] *
1 [New Karachi Town] *
1 [North Nazimabad Town] *
1 [Orangi Town] *
1 [Saddar Town] *
1 [Shah Faisal Town] *
1 [Jenaai village] *
1 [Lyari River] *
1 [Katrak Mansion] *
1 [St Patrick's High School, Karachi] *
0.2 [Karachi]
)
= 0.9643
Outbound
10
Tags on post
Inbound
7
Posts tagging this
Connections
16
Total nodes
Base Node Strength
70
Base Node Influence
1.4286
Strength Share (vs Direct Neighbours)
Dominant nodes (excluded from chart)Saddar Town 12.50%
Influence Share (vs Direct Neighbours)
Connected Network Hierarchy
Sort list by:
Connection Health Audit (Red = broken 1-way link)