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Marshmello
Selena Gomez
wild riversDevan GloverBen LabenskiAndrew OliverAndrew Oliver (3)Khalid Yassein

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Connected Bands/Artists

  • Marshmello
    Marshmello band photo
  • wild rivers

Connected Musicians

  • Andrew Oliver (3)
  • Ben Labenski
  • Devan Glover
  • Khalid Yassein
  • Selena Gomez
    Selena Gomez band photo

Analyzing Network Connections...

Network Profile

Overall Strength
i
3.54% of network
(36.9K)
Strength Breakdown
  • This Post (3.54%)
  • Marshmello (3.54%)
  • Khalid Yassein (0.88%)
  • Devan Glover (0.88%)
  • Andrew Oliver (0.88%)
  • Andrew Oliver (3) (0.88%)
  • Ben Labenski (0.88%)
Dominant nodes (excluded from chart)
Selena Gomez 56.64%wild rivers 31.86%
Influence Score
i
11.11% of network
(1)
Influence Breakdown
  • This Post (11.11%)
  • wild rivers (11.11%)
  • Khalid Yassein (11.11%)
  • Devan Glover (11.11%)
  • Andrew Oliver (11.11%)
  • Andrew Oliver (3) (11.11%)
  • Ben Labenski (11.11%)
  • Marshmello (11.11%)
  • Selena Gomez (11.11%)
Direct Connections 4

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, 2) = 2
$outbound = max(1, 2) = 2

// 2. Node Base Values (Local connection strength)
Base_Strength (PV) = $inbound * $outbound = 2 * 2 = 4
Base_Influence (IV) = $inbound / $outbound = 2 / 2 = 1

// 3. Exponential Network Values (accumulating 8 direct neighbours)
Network_Strength (CV) = Base_PV * (Neighbour_1_PV * Neighbour_2_PV * ...)
                         = 4 *
                           ( 36 [wild rivers] *
                            1 [Khalid Yassein] *
                            1 [Devan Glover] *
                            1 [Andrew Oliver] *
                            1 [Andrew Oliver (3)] *
                            1 [Ben Labenski] *
                            4 [Marshmello] *
                            64 [Selena Gomez]
                           )

                         = 36.9K

Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
                         = 1 *
                           ( 1 [wild rivers] *
                            1 [Khalid Yassein] *
                            1 [Devan Glover] *
                            1 [Andrew Oliver] *
                            1 [Andrew Oliver (3)] *
                            1 [Ben Labenski] *
                            1 [Marshmello] *
                            1 [Selena Gomez]
                           )

                         = 1
Outbound 2 Tags on post
Inbound 2 Posts tagging this
Connections 8 Total nodes
Base Node Strength 4
Base Node Influence 1
Strength Share (vs Direct Neighbours)
3.54% (36.9K overall)
  • This Post (3.54%)
  • Marshmello (3.54%)
  • Khalid Yassein (0.88%)
  • Devan Glover (0.88%)
  • Andrew Oliver (0.88%)
  • Andrew Oliver (3) (0.88%)
  • Ben Labenski (0.88%)
Dominant nodes (excluded from chart)
Selena Gomez 56.64%wild rivers 31.86%
Influence Share (vs Direct Neighbours)
11.11% (1 overall)
  • This Post (11.11%)
  • wild rivers (11.11%)
  • Khalid Yassein (11.11%)
  • Devan Glover (11.11%)
  • Andrew Oliver (11.11%)
  • Andrew Oliver (3) (11.11%)
  • Ben Labenski (11.11%)
  • Marshmello (11.11%)
  • Selena Gomez (11.11%)

Connected Network Hierarchy

Sort list by:
Top Network Boosters (Highest Multipliers)
wild rivers ↗
Str: 36Inf: 1
Khalid Yassein ↗
Str: 1Inf: 1
Devan Glover ↗
Str: 1Inf: 1
Andrew Oliver ↗
Str: 1Inf: 1
Andrew Oliver (3) ↗
Str: 1Inf: 1
Ben Labenski ↗
Str: 1Inf: 1
Marshmello ↗
Str: 4Inf: 1
Selena Gomez ↗
Str: 64Inf: 1
Weakest Connections (Lowest Multipliers)
Selena Gomez ↗
Str: 64Inf: 1
Marshmello ↗
Str: 4Inf: 1
Ben Labenski ↗
Str: 1Inf: 1
Andrew Oliver (3) ↗
Str: 1Inf: 1
Andrew Oliver ↗
Str: 1Inf: 1
Devan Glover ↗
Str: 1Inf: 1
Khalid Yassein ↗
Str: 1Inf: 1
wild rivers ↗
Str: 36Inf: 1

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

Outbound Tags (2)
Marshmello
wild rivers
Inbound Posts (2)
wild rivers
Marshmello
Last calculated: Jun 22, 6:58 PM
33

Related Content

Figures

  • Andrew Oliver