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Dum Dum Girls
Jules MedeirosFrankie Rose (2)Sandra VuDee Dee Penny (Kristin Welchez)Kristin GundredMalia James

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Connected Bands/Artists

  • Dum Dum Girls
    Dum Dum Girls band photo

Connected Musicians

  • Dee Dee Penny (Kristin Welchez)
  • Frankie Rose (2)
  • Jules Medeiros
  • Kristin Gundred
  • Malia James
  • Sandra Vu

Analyzing Network Connections...

Network Profile

Overall Strength
i
1.35% of network
(3.1K)
Strength Breakdown
  • This Post (1.35%)
  • Frankie Rose (2) (5.41%)
  • Dee Dee Penny (Kristin Welchez) (1.35%)
  • Jules Medeiros (1.35%)
  • Kristin Gundred (1.35%)
  • Malia James (1.35%)
Dominant nodes (excluded from chart)
Dum Dum Girls 66.22%Sandra Vu 21.62%
Influence Score
i
12.50% of network
(1)
Influence Breakdown
  • This Post (12.50%)
  • Dum Dum Girls (12.50%)
  • Dee Dee Penny (Kristin Welchez) (12.50%)
  • Frankie Rose (2) (12.50%)
  • Jules Medeiros (12.50%)
  • Kristin Gundred (12.50%)
  • Malia James (12.50%)
  • Sandra Vu (12.50%)
Direct Connections 2

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

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

// 3. Exponential Network Values (accumulating 7 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
                         = 1 *
                           ( 49 [Dum Dum Girls] *
                            1 [Dee Dee Penny (Kristin Welchez)] *
                            4 [Frankie Rose (2)] *
                            1 [Jules Medeiros] *
                            1 [Kristin Gundred] *
                            1 [Malia James] *
                            16 [Sandra Vu]
                           )

                         = 3.1K

Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
                         = 1 *
                           ( 1 [Dum Dum Girls] *
                            1 [Dee Dee Penny (Kristin Welchez)] *
                            1 [Frankie Rose (2)] *
                            1 [Jules Medeiros] *
                            1 [Kristin Gundred] *
                            1 [Malia James] *
                            1 [Sandra Vu]
                           )

                         = 1
Outbound 1 Tags on post
Inbound 1 Posts tagging this
Connections 7 Total nodes
Base Node Strength 1
Base Node Influence 1
Strength Share (vs Direct Neighbours)
1.35% (3.1K overall)
  • This Post (1.35%)
  • Frankie Rose (2) (5.41%)
  • Dee Dee Penny (Kristin Welchez) (1.35%)
  • Jules Medeiros (1.35%)
  • Kristin Gundred (1.35%)
  • Malia James (1.35%)
Dominant nodes (excluded from chart)
Dum Dum Girls 66.22%Sandra Vu 21.62%
Influence Share (vs Direct Neighbours)
12.50% (1 overall)
  • This Post (12.50%)
  • Dum Dum Girls (12.50%)
  • Dee Dee Penny (Kristin Welchez) (12.50%)
  • Frankie Rose (2) (12.50%)
  • Jules Medeiros (12.50%)
  • Kristin Gundred (12.50%)
  • Malia James (12.50%)
  • Sandra Vu (12.50%)

Connected Network Hierarchy

Sort list by:
Top Network Boosters (Highest Multipliers)
Dum Dum Girls ↗
Str: 49Inf: 1
Dee Dee Penny (Kristin Welchez) ↗
Str: 1Inf: 1
Frankie Rose (2) ↗
Str: 4Inf: 1
Jules Medeiros ↗
Str: 1Inf: 1
Kristin Gundred ↗
Str: 1Inf: 1
Malia James ↗
Str: 1Inf: 1
Sandra Vu ↗
Str: 16Inf: 1
Weakest Connections (Lowest Multipliers)
Sandra Vu ↗
Str: 16Inf: 1
Malia James ↗
Str: 1Inf: 1
Kristin Gundred ↗
Str: 1Inf: 1
Jules Medeiros ↗
Str: 1Inf: 1
Frankie Rose (2) ↗
Str: 4Inf: 1
Dee Dee Penny (Kristin Welchez) ↗
Str: 1Inf: 1
Dum Dum Girls ↗
Str: 49Inf: 1

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

Outbound Tags (1)
Dum Dum Girls
Inbound Posts (1)
Dum Dum Girls
Last calculated: Jul 5, 5:54 AM
36

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