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Dave DreiwitzTiny LightsCatherine BentJane ScarpantoniJohn Mastro (3)John HamiltonAndy Demos

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Connected Bands/Artists

  • Tiny Lights

Connected Musicians

  • Andy Demos
  • Catherine Bent
  • Dave Dreiwitz
    Dave Dreiwitz band photo
  • Jane Scarpantoni
  • John Hamilton
  • John Mastro (3)

Analyzing Network Connections...

Network Profile

Overall Strength
i
1.16% of network
(12.5K)
Strength Breakdown
  • This Post (1.16%)
  • Andy Demos (1.16%)
  • Catherine Bent (1.16%)
  • John Hamilton (1.16%)
  • John Mastro (3) (1.16%)
Dominant nodes (excluded from chart)
Tiny Lights 56.98%Dave Dreiwitz 18.60%Jane Scarpantoni 18.60%
Influence Score
i
12.50% of network
(1)
Influence Breakdown
  • This Post (12.50%)
  • Dave Dreiwitz (12.50%)
  • Tiny Lights (12.50%)
  • Andy Demos (12.50%)
  • Catherine Bent (12.50%)
  • Jane Scarpantoni (12.50%)
  • John Hamilton (12.50%)
  • John Mastro (3) (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 *
                           ( 16 [Dave Dreiwitz] *
                            49 [Tiny Lights] *
                            1 [Andy Demos] *
                            1 [Catherine Bent] *
                            16 [Jane Scarpantoni] *
                            1 [John Hamilton] *
                            1 [John Mastro (3)]
                           )
                         = 12.5K

Network_Influence (TV) = Base_IV * (Neighbour_1_IV * Neighbour_2_IV * ...)
                         = 1 *
                           ( 1 [Dave Dreiwitz] *
                            1 [Tiny Lights] *
                            1 [Andy Demos] *
                            1 [Catherine Bent] *
                            1 [Jane Scarpantoni] *
                            1 [John Hamilton] *
                            1 [John Mastro (3)]
                           )
                         = 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)
1.16% (12.5K overall)
  • This Post (1.16%)
  • Andy Demos (1.16%)
  • Catherine Bent (1.16%)
  • John Hamilton (1.16%)
  • John Mastro (3) (1.16%)
Dominant nodes (excluded from chart)
Tiny Lights 56.98%Dave Dreiwitz 18.60%Jane Scarpantoni 18.60%
Influence Share (vs Direct Neighbours)
12.50% (1 overall)
  • This Post (12.50%)
  • Dave Dreiwitz (12.50%)
  • Tiny Lights (12.50%)
  • Andy Demos (12.50%)
  • Catherine Bent (12.50%)
  • Jane Scarpantoni (12.50%)
  • John Hamilton (12.50%)
  • John Mastro (3) (12.50%)

Connected Network Hierarchy

Sort list by:
Top Network Boosters (Highest Multipliers)
Dave Dreiwitz ↗
Str: 16Inf: 1
Tiny Lights ↗
Str: 49Inf: 1
Andy Demos ↗
Str: 1Inf: 1
Catherine Bent ↗
Str: 1Inf: 1
Jane Scarpantoni ↗
Str: 16Inf: 1
John Hamilton ↗
Str: 1Inf: 1
John Mastro (3) ↗
Str: 1Inf: 1
Weakest Connections (Lowest Multipliers)
John Mastro (3) ↗
Str: 1Inf: 1
John Hamilton ↗
Str: 1Inf: 1
Jane Scarpantoni ↗
Str: 16Inf: 1
Catherine Bent ↗
Str: 1Inf: 1
Andy Demos ↗
Str: 1Inf: 1
Tiny Lights ↗
Str: 49Inf: 1
Dave Dreiwitz ↗
Str: 16Inf: 1

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

Outbound Tags (1)
Tiny Lights
Inbound Posts (1)
Tiny Lights
Last calculated: Jun 8, 4:28 PM
23

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