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Edge Betweenness Normalization Denominator Tool

Compute edge betweenness normalization denominator from explicit bounded inputs.

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Description

Return n(n-1) for directed ordered pairs or half that number for unordered pairs.

A walk is an ordered sequence of visited vertices or edges, while a path normally adds structural restrictions. Sequence manipulation and endpoint checks alone do not verify that every required graph edge exists.

Return n(n-1) for directed ordered pairs or half that number for unordered pairs.

When to use this tool

Use Edge Betweenness Normalization Denominator when you need a sequence transformation, endpoint comparison, or path-related local calculation.

How to use the tool and how it works

  1. Enter vertices, directed. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read pairs. Use the output convention below.

Require integer vertices from two through one million. Return n(n-1) for directed ordered pairs or half that number for unordered pairs.1

Input fieldMeaning and unitsAccepted input
verticesVerticesRequired. Safe integer; minimum 2; maximum 1000000.
directedDirectedRequired. Boolean.
Output fieldInterpretationReturned shape
pairsPairsRequired. Finite number.
json
{
  "input": {
    "vertices": 4,
    "directed": false
  },
  "output": {
    "pairs": 6
  }
}

Limitations and assumptions

  • This is a graph-order normalization denominator, not edge betweenness itself; connectedness, reachable-pair conventions, and actual shortest paths are not checked.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Validate each consecutive edge against the graph and check the required path or cycle properties. Use a dedicated traversal or shortest-path algorithm when reachability or optimality is the real question.

References

  1. Calculation and input contract: graph/edge-betweenness-normalization-denominator — tool.io

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