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Katrina Elam
Jessie James
Martina McBride
Taylor Swift
Jessie J
Holly Williams
Miranda Lambert
Erika JoKrystal KeithSarah Johns

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Connected Bands/Artists

  • Erika Jo
  • Holly Williams
    Holly Williams band photo
  • How Great Thou Art
  • Jessie James
    Jessie James band photo
  • Katrina Elam
    Katrina Elam band photo
  • Krystal Keith
  • Lindsey Haun
  • Mica Roberts
  • Sarah Johns

Connected Musicians

  • Jessie J
    Jessie J band photo
  • Martina McBride
    Martina McBride band photo
  • Miranda Lambert
    Miranda Lambert band photo
  • Taylor Swift
    Taylor Swift band photo

Analyzing Network Connections...

Network Profile

Overall Strength
i
21.20% of network
(854.35T)
Strength Breakdown
  • This Post (21.20%)
  • Miranda Lambert (21.20%)
  • Jessie James (6.54%)
  • Krystal Keith (2.36%)
  • Martina McBride (2.36%)
  • Katrina Elam (2.36%)
  • Erika Jo (2.36%)
  • Holly Williams (2.36%)
  • Sarah Johns (2.36%)
  • Lindsey Haun (2.36%)
  • Mica Roberts (2.36%)
  • Jessie J (0.26%)
  • How Great Thou Art (0.26%)
Dominant nodes (excluded from chart)
Taylor Swift 31.68%
Influence Score
i
7.14% of network
(1)
Influence Breakdown
  • This Post (7.14%)
  • Krystal Keith (7.14%)
  • Miranda Lambert (7.14%)
  • Taylor Swift (7.14%)
  • Jessie J (7.14%)
  • Jessie James (7.14%)
  • Martina McBride (7.14%)
  • Katrina Elam (7.14%)
  • Erika Jo (7.14%)
  • Holly Williams (7.14%)
  • Sarah Johns (7.14%)
  • Lindsey Haun (7.14%)
  • Mica Roberts (7.14%)
  • How Great Thou Art (7.14%)
Direct Connections 18

Node & Network Details

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, 9) = 9
$outbound = max(1, 9) = 9

// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 9 * 9 = 81
Base_Influence (IV) = $inbound / $outbound = 9 / 9 = 1

// 3. Exponential Network Values (accumulating 13 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
                         = 81 *
                           ( 9 [Krystal Keith] *
                            81 [Miranda Lambert] *
                            121 [Taylor Swift] *
                            1 [Jessie J] *
                            25 [Jessie James] *
                            9 [Martina McBride] *
                            9 [Katrina Elam] *
                            9 [Erika Jo] *
                            9 [Holly Williams] *
                            9 [Sarah Johns] *
                            9 [Lindsey Haun] *
                            9 [Mica Roberts] *
                            1 [How Great Thou Art]
                           )

                         = 854.35T

Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
                         = 1 *
                           ( 1 [Krystal Keith] *
                            1 [Miranda Lambert] *
                            1 [Taylor Swift] *
                            1 [Jessie J] *
                            1 [Jessie James] *
                            1 [Martina McBride] *
                            1 [Katrina Elam] *
                            1 [Erika Jo] *
                            1 [Holly Williams] *
                            1 [Sarah Johns] *
                            1 [Lindsey Haun] *
                            1 [Mica Roberts] *
                            1 [How Great Thou Art]
                           )

                         = 1
Outbound 9 Tags on post
Inbound 9 Posts tagging this
Connections 13 Total nodes
Base Node Strength 81
Base Node Influence 1
Strength Share (vs Direct Neighbours)
21.20% (854.35T overall)
  • This Post (21.20%)
  • Miranda Lambert (21.20%)
  • Jessie James (6.54%)
  • Krystal Keith (2.36%)
  • Martina McBride (2.36%)
  • Katrina Elam (2.36%)
  • Erika Jo (2.36%)
  • Holly Williams (2.36%)
  • Sarah Johns (2.36%)
  • Lindsey Haun (2.36%)
  • Mica Roberts (2.36%)
  • Jessie J (0.26%)
  • How Great Thou Art (0.26%)
Dominant nodes (excluded from chart)
Taylor Swift 31.68%
Influence Share (vs Direct Neighbours)
7.14% (1 overall)
  • This Post (7.14%)
  • Krystal Keith (7.14%)
  • Miranda Lambert (7.14%)
  • Taylor Swift (7.14%)
  • Jessie J (7.14%)
  • Jessie James (7.14%)
  • Martina McBride (7.14%)
  • Katrina Elam (7.14%)
  • Erika Jo (7.14%)
  • Holly Williams (7.14%)
  • Sarah Johns (7.14%)
  • Lindsey Haun (7.14%)
  • Mica Roberts (7.14%)
  • How Great Thou Art (7.14%)

Connected Network Hierarchy

Sort list by:
Top Network Boosters (Highest Multipliers)
Krystal Keith ↗
Str: 9Inf: 1
Miranda Lambert ↗
Str: 81Inf: 1
Taylor Swift ↗
Str: 121Inf: 1
Jessie J ↗
Str: 1Inf: 1
Jessie James ↗
Str: 25Inf: 1
Martina McBride ↗
Str: 9Inf: 1
Katrina Elam ↗
Str: 9Inf: 1
Erika Jo ↗
Str: 9Inf: 1
Holly Williams ↗
Str: 9Inf: 1
Sarah Johns ↗
Str: 9Inf: 1
Lindsey Haun ↗
Str: 9Inf: 1
Mica Roberts ↗
Str: 9Inf: 1
How Great Thou Art ↗
Str: 1Inf: 1
Weakest Connections (Lowest Multipliers)
How Great Thou Art ↗
Str: 1Inf: 1
Mica Roberts ↗
Str: 9Inf: 1
Lindsey Haun ↗
Str: 9Inf: 1
Sarah Johns ↗
Str: 9Inf: 1
Holly Williams ↗
Str: 9Inf: 1
Erika Jo ↗
Str: 9Inf: 1
Katrina Elam ↗
Str: 9Inf: 1
Martina McBride ↗
Str: 9Inf: 1
Jessie James ↗
Str: 25Inf: 1
Jessie J ↗
Str: 1Inf: 1
Taylor Swift ↗
Str: 121Inf: 1
Miranda Lambert ↗
Str: 81Inf: 1
Krystal Keith ↗
Str: 9Inf: 1

Connection Health Audit (Red = broken 1-way link)

Outbound Tags (9)
Erika Jo
Holly Williams
How Great Thou Art
Jessie James
Katrina Elam
Krystal Keith
Lindsey Haun
Mica Roberts
Sarah Johns
Inbound Posts (9)
Erika Jo
Holly Williams
Jessie James
Katrina Elam
Krystal Keith
Lindsey Haun
Mica Roberts
Sarah Johns
How Great Thou Art
Last calculated: Sep 22, 11:43 PM
39

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